Compare Finance Products
Compare all Finance software products side by side. Every product compared to every other product in this category.
| Feature |
P
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|---|---|---|
| Rating |
5.0
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4.4
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| Reviews | 4 | 12 |
| Description |
BankXLSX simplifies financial data management by converting bank statements into organized Excel spreadsheets. Ideal for accountants, financial analysts, and business owners, this tool automates the tedious process of manual data entry. BankXLSX supports multiple bank formats and ensures accurate conversion with data validation, making financial record-keeping more efficient and error-free. |
Powder is an AI tool that helps wealth advisors rapidly create sales proposals that are personalized for each prospective client. Using LLMs, Powder is able to automate a series of manual tasks such as understanding documents and conversations to create mind-blowing analysis that builds immediate trust. Powder has 3 main features to automate sales workflows - 1. Brokerage, tax and estate document parser thats fast and accurate. 2. Meeting notetaker thats able to capture personalized insights. 3. Portfolio analysis tool that optimizes portfolio returns, risk and fees. Our app saves hours of time and creates a pinpoint proposal that lifts a firm's ability to win new business. |
| Website | https://bankxlsx.com/ | https://www.powderfi.com/ |
| Positives |
"Excellent platform with intuitive interface. The automation features work flawlessly and the customer support is top-notch."
Amanda Davis - 5/5
|
"Customer service is responsive and helpful."
Katheryn Sipes - 5/5
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| Negatives |
"Excellent platform with intuitive interface. The automation features work flawlessly and the customer support is top-notch."
Amanda Davis - 5/5
|
"Had some issues with reliability and uptime."
Kobe Windler Jr. - 1/5
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| Details | View Full Review → | View Full Review → |
| Feature | ||
|---|---|---|
| Rating |
5.0
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4.3
|
| Reviews | 4 | 13 |
| Description |
BankXLSX simplifies financial data management by converting bank statements into organized Excel spreadsheets. Ideal for accountants, financial analysts, and business owners, this tool automates the tedious process of manual data entry. BankXLSX supports multiple bank formats and ensures accurate conversion with data validation, making financial record-keeping more efficient and error-free. |
Domu automates debt collection calls for the banks and insurance companies. We work with six Fortune 500 companies and win by doing what nobody else is willing to do. |
| Website | https://bankxlsx.com/ | https://www.domu.ai/ |
| Positives |
"Excellent platform with intuitive interface. The automation features work flawlessly and the customer support is top-notch."
Amanda Davis - 5/5
|
"Love the integration options. Works perfectly with our stack."
Emile Fay - 5/5
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| Negatives |
"Excellent platform with intuitive interface. The automation features work flawlessly and the customer support is top-notch."
Amanda Davis - 5/5
|
"Not quite what we expected. Lacking some key features."
Joelle Toy MD - 2/5
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| Details | View Full Review → | View Full Review → |
| Feature | ||
|---|---|---|
| Rating |
5.0
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4.3
|
| Reviews | 4 | 10 |
| Description |
BankXLSX simplifies financial data management by converting bank statements into organized Excel spreadsheets. Ideal for accountants, financial analysts, and business owners, this tool automates the tedious process of manual data entry. BankXLSX supports multiple bank formats and ensures accurate conversion with data validation, making financial record-keeping more efficient and error-free. |
We’re building the most advanced AI system for making decisions. Our mission is to build a fully autonomous hedge fund that matches the performance of the best portfolio managers on the planet. |
| Website | https://bankxlsx.com/ | https://www.ehl.markets/ |
| Positives |
"Excellent platform with intuitive interface. The automation features work flawlessly and the customer support is top-notch."
Amanda Davis - 5/5
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"The team uses it daily. Essential for our operations."
Trisha Boyle - 5/5
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| Negatives |
"Excellent platform with intuitive interface. The automation features work flawlessly and the customer support is top-notch."
Amanda Davis - 5/5
|
"Had to switch to a different solution after trying this."
Leanna Ortiz - 1/5
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| Details | View Full Review → | View Full Review → |
| Feature |
K
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|---|---|---|
| Rating |
5.0
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4.3
|
| Reviews | 4 | 15 |
| Description |
BankXLSX simplifies financial data management by converting bank statements into organized Excel spreadsheets. Ideal for accountants, financial analysts, and business owners, this tool automates the tedious process of manual data entry. BankXLSX supports multiple bank formats and ensures accurate conversion with data validation, making financial record-keeping more efficient and error-free. |
Kastle is an AI voice agent for mortgage servicing. We help servicers collect payments, verify new borrowers, and qualify new loan inquiries over the phone. Rishi and Nitish met at UIUC where they graduated with degrees in systems engineering and computer science. Rishi was the founding Product Manager for Redfin’s Mortgage Marketplace at 22 and grew the business from $3M to $6M in revenue in 9 months. Nitish patented Verkada’s motion search system and was the youngest tech lead at the company at 23. While building Redfin's Mortgage Marketplace Rishi realized traditional lenders didn't have the infrastructure to service online inquiries and were losing customers. Nitish and Rishi are building Kastle to help traditional financial services companies better interface with their customers. |
| Website | https://bankxlsx.com/ | https://kastle.ai/ |
| Positives |
"Excellent platform with intuitive interface. The automation features work flawlessly and the customer support is top-notch."
Amanda Davis - 5/5
|
"Really impressed with the features and ease of use."
Kendrick Treutel - 5/5
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| Negatives |
"Excellent platform with intuitive interface. The automation features work flawlessly and the customer support is top-notch."
Amanda Davis - 5/5
|
"Performance issues during peak usage times."
Keon Bernier - 2/5
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| Details | View Full Review → | View Full Review → |
| Feature |
C
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|---|---|---|
| Rating |
5.0
|
4.2
|
| Reviews | 4 | 13 |
| Description |
BankXLSX simplifies financial data management by converting bank statements into organized Excel spreadsheets. Ideal for accountants, financial analysts, and business owners, this tool automates the tedious process of manual data entry. BankXLSX supports multiple bank formats and ensures accurate conversion with data validation, making financial record-keeping more efficient and error-free. |
Clarus is a SaaS solution focused on Finance. Founded by Y Combinator alumni, this platform provides innovative tools and services to help companies streamline their operations and achieve their goals. Built with modern technology and user experience in mind, Clarus offers scalable solutions for teams of all sizes. |
| Website | https://bankxlsx.com/ | https://www.clarus.finance |
| Positives |
"Excellent platform with intuitive interface. The automation features work flawlessly and the customer support is top-notch."
Amanda Davis - 5/5
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"Love the integration options. Works perfectly with our stack."
Ciara Littel - 5/5
|
| Negatives |
"Excellent platform with intuitive interface. The automation features work flawlessly and the customer support is top-notch."
Amanda Davis - 5/5
|
"Not quite what we expected. Lacking some key features."
Caitlyn Flatley - 2/5
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| Details | View Full Review → | View Full Review → |
| Feature | ||
|---|---|---|
| Rating |
5.0
|
4.2
|
| Reviews | 4 | 15 |
| Description |
BankXLSX simplifies financial data management by converting bank statements into organized Excel spreadsheets. Ideal for accountants, financial analysts, and business owners, this tool automates the tedious process of manual data entry. BankXLSX supports multiple bank formats and ensures accurate conversion with data validation, making financial record-keeping more efficient and error-free. |
We’re building Kontigo, a USDC Smart Neobank for Latinos in the U.S. and Latin America. We launched our Peer-to-Peer onramp 20 days ago and we’ve already had $540k in deposits, 10k active users and a +300k waitlist. The founding team has built and scaled fintechs in Latam, and it’s ex-Venmo, Nubank, Rappi, MercadoLibre, Ualá, Platzi, and Yuno. We’re already backed by DST Global, Soma Capital, Pioneer Fund, Transpose + 10 YC alums. Sending money to Latin America is just as painful as holding it due to the region's fragmentation into 33 countries with 39 different currencies. On one hand, cross-border payments to Latam are absurdly expensive (up to 20% per transaction). Conversely, over the past decade, currency depreciation across the region has become unsustainable. (some countries surpassing the trillion percent ). Kontigo solves this with a USDC global wallet & a BTC savings account. - Like Venmo, but on-USDC. - Like Zelle, but for cross-border payments. No limits. - Like Nubank & Revolut, but without inflationary currencies. Bitcoin-backed. User wallets are connected to an AI-private banker on WhatsApp to execute international USDC transactions. |
| Website | https://bankxlsx.com/ | https://kontigo.lat/ |
| Positives |
"Excellent platform with intuitive interface. The automation features work flawlessly and the customer support is top-notch."
Amanda Davis - 5/5
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"Really impressed with the features and ease of use."
Jordane Bechtelar - 5/5
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| Negatives |
"Excellent platform with intuitive interface. The automation features work flawlessly and the customer support is top-notch."
Amanda Davis - 5/5
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"Too complex for our needs. Not user-friendly."
Lindsay Stanton - 2/5
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| Details | View Full Review → | View Full Review → |
| Feature | ||
|---|---|---|
| Rating |
5.0
|
4.2
|
| Reviews | 4 | 10 |
| Description |
BankXLSX simplifies financial data management by converting bank statements into organized Excel spreadsheets. Ideal for accountants, financial analysts, and business owners, this tool automates the tedious process of manual data entry. BankXLSX supports multiple bank formats and ensures accurate conversion with data validation, making financial record-keeping more efficient and error-free. |
Keye is an AI software that lets private equity firms do due diligence for acquisitions faster and more accurately. Our customers can evaluate 10x more deals and fund better companies which leads directly to better returns/more alpha. -- Our system is the first of its kind to instantly generate complex, comprehensive data packs from raw data in any format, directly from the data room. This enables investors to gain an 80% understanding of a potential deal within moments, empowering them to say No to a deal earlier in the process and focus on high-potential opportunities. Traditionally, creating these detailed data packs, like cohort or retention analyses and customer roll-forwards, takes weeks, during which critical details may be overlooked, potentially costing funds millions in missed insights and poor decisions. -- Keye combines cutting-edge AI with deep private equity expertise to deliver powerful, multi-layered insights that go far beyond the simple summarizers and search functions offered by other tools. Our platform dives deep into both quantitative and qualitative due diligence data, offering high-impact analytics crafted specifically for private equity workflows. This isn’t just automation, it’s a purpose-built solution that uncovers actionable insights, fueling smarter decisions and driving true alpha. |
| Website | https://bankxlsx.com/ | https://www.keye.co |
| Positives |
"Excellent platform with intuitive interface. The automation features work flawlessly and the customer support is top-notch."
Amanda Davis - 5/5
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"Switched from our old tool and never looked back."
Rebecca Corwin - 5/5
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| Negatives |
"Excellent platform with intuitive interface. The automation features work flawlessly and the customer support is top-notch."
Amanda Davis - 5/5
|
"Too complex for our needs. Not user-friendly."
Vern Gulgowski - 2/5
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| Details | View Full Review → | View Full Review → |
| Feature |
R
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|---|---|---|
| Rating |
5.0
|
4.2
|
| Reviews | 4 | 10 |
| Description |
BankXLSX simplifies financial data management by converting bank statements into organized Excel spreadsheets. Ideal for accountants, financial analysts, and business owners, this tool automates the tedious process of manual data entry. BankXLSX supports multiple bank formats and ensures accurate conversion with data validation, making financial record-keeping more efficient and error-free. |
Rulebase builds AI coworkers that help banks and fintechs review 100% of customer interactions in real time. Our agents flag compliance breaches, high-risk issues, and quality gaps across calls, chats, and emails, then route them to the right teammates. The result: up to 30% fewer escalations and QA cycles reduced from hours to minutes. |
| Website | https://bankxlsx.com/ | https://rulebase.co |
| Positives |
"Excellent platform with intuitive interface. The automation features work flawlessly and the customer support is top-notch."
Amanda Davis - 5/5
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"Solid platform that delivers on its promises."
Ellsworth Dibbert Jr. - 5/5
|
| Negatives |
"Excellent platform with intuitive interface. The automation features work flawlessly and the customer support is top-notch."
Amanda Davis - 5/5
|
"Too complex for our needs. Not user-friendly."
Dr. Olaf Funk - 2/5
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| Details | View Full Review → | View Full Review → |
| Feature | ||
|---|---|---|
| Rating |
5.0
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4.2
|
| Reviews | 4 | 11 |
| Description |
BankXLSX simplifies financial data management by converting bank statements into organized Excel spreadsheets. Ideal for accountants, financial analysts, and business owners, this tool automates the tedious process of manual data entry. BankXLSX supports multiple bank formats and ensures accurate conversion with data validation, making financial record-keeping more efficient and error-free. |
Shiboleth automates consumer lending compliance for financial institutions using AI. Banks and fintechs use us to save months of manual work by automating audits and drafting reports for the governments. LLMs allow whole categories of manual compliance processes to be automated in ways that weren’t possible until recently. We are excited to automate back-office operations and enhance consumer protection in one of the most litigious industries. |
| Website | https://bankxlsx.com/ | https://www.shiboleth.ai/ |
| Positives |
"Excellent platform with intuitive interface. The automation features work flawlessly and the customer support is top-notch."
Amanda Davis - 5/5
|
"Solid platform that delivers on its promises."
Ms. Marquise Little Sr. - 5/5
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| Negatives |
"Excellent platform with intuitive interface. The automation features work flawlessly and the customer support is top-notch."
Amanda Davis - 5/5
|
"Integration was difficult and documentation was unclear."
Mr. Kay Sanford - 1/5
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| Details | View Full Review → | View Full Review → |
| Feature | ||
|---|---|---|
| Rating |
5.0
|
4.2
|
| Reviews | 4 | 12 |
| Description |
BankXLSX simplifies financial data management by converting bank statements into organized Excel spreadsheets. Ideal for accountants, financial analysts, and business owners, this tool automates the tedious process of manual data entry. BankXLSX supports multiple bank formats and ensures accurate conversion with data validation, making financial record-keeping more efficient and error-free. |
CollectWise automates consumer debt collection with AI. Our platform allows creditors and agencies to double their recovery rates while reducing collection costs by 75%. |
| Website | https://bankxlsx.com/ | https://collectwise.com/ |
| Positives |
"Excellent platform with intuitive interface. The automation features work flawlessly and the customer support is top-notch."
Amanda Davis - 5/5
|
"Outstanding performance and great documentation."
Felipa Baumbach - 5/5
|
| Negatives |
"Excellent platform with intuitive interface. The automation features work flawlessly and the customer support is top-notch."
Amanda Davis - 5/5
|
"Integration was difficult and documentation was unclear."
Alyson Stanton - 1/5
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| Details | View Full Review → | View Full Review → |
| Feature |
A
|
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|---|---|---|
| Rating |
5.0
|
4.2
|
| Reviews | 4 | 6 |
| Description |
BankXLSX simplifies financial data management by converting bank statements into organized Excel spreadsheets. Ideal for accountants, financial analysts, and business owners, this tool automates the tedious process of manual data entry. BankXLSX supports multiple bank formats and ensures accurate conversion with data validation, making financial record-keeping more efficient and error-free. |
We’re building a research lab that puts its ideas to the test in one of the most complex, information-rich environments in the world: the financial markets. Much of trading still depends on hand-crafted signals and intuition. We’re approaching it differently - from first principles. We design systems that learn, adapt, and improve with data. Our infrastructure is built to accelerate research: fast iteration loops, real-time feedback, and direct connection between ideas and outcomes. We’re starting with liquid markets like equities and options - high-dimensional, dynamic systems where traditional pipelines break down. Our goal isn’t just to model them better - it’s to build a platform for experimentation, where every result tightens the loop between theory and practice. If you care about learning systems, clean abstractions, and applying research in the wild - we’re hiring. |
| Website | https://bankxlsx.com/ | https://attimet.com/ |
| Positives |
"Excellent platform with intuitive interface. The automation features work flawlessly and the customer support is top-notch."
Amanda Davis - 5/5
|
"Great tool! Exactly what we needed for our workflow."
Emely Walsh - 5/5
|
| Negatives |
"Excellent platform with intuitive interface. The automation features work flawlessly and the customer support is top-notch."
Amanda Davis - 5/5
|
"Had to switch to a different solution after trying this."
Alyce Volkman - 2/5
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| Details | View Full Review → | View Full Review → |
| Feature | ||
|---|---|---|
| Rating |
5.0
|
4.1
|
| Reviews | 4 | 7 |
| Description |
BankXLSX simplifies financial data management by converting bank statements into organized Excel spreadsheets. Ideal for accountants, financial analysts, and business owners, this tool automates the tedious process of manual data entry. BankXLSX supports multiple bank formats and ensures accurate conversion with data validation, making financial record-keeping more efficient and error-free. |
We’re solving personal finances for a generation that’s been left to figure it all out alone. From managing cash to filing taxes to actually starting to invest, Winford gives everyone the real guidance and tools they need, all in one place. Download our app on the app store to get started! We also offer a cash account (AlphaCash) that goes beyond traditional and high yield savings accounts, allocating your idle dollars into high-quality, short-term bonds through money market funds, personalized for your taxes and goals. Included with Winford subscriptions or available on its own. |
| Website | https://bankxlsx.com/ | https://winfordwealth.com |
| Positives |
"Excellent platform with intuitive interface. The automation features work flawlessly and the customer support is top-notch."
Amanda Davis - 5/5
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"Switched from our old tool and never looked back."
Baron Prohaska - 5/5
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| Negatives |
"Excellent platform with intuitive interface. The automation features work flawlessly and the customer support is top-notch."
Amanda Davis - 5/5
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"The interface is confusing and needs improvement."
Dr. German Marquardt II - 2/5
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| Details | View Full Review → | View Full Review → |
| Feature |
M
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|---|---|---|
| Rating |
5.0
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4.1
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| Reviews | 4 | 7 |
| Description |
BankXLSX simplifies financial data management by converting bank statements into organized Excel spreadsheets. Ideal for accountants, financial analysts, and business owners, this tool automates the tedious process of manual data entry. BankXLSX supports multiple bank formats and ensures accurate conversion with data validation, making financial record-keeping more efficient and error-free. |
Team: Chaz: Founder of Fat Llama YC S17 - Acquired by Hygglo. Responsible for Business and Sales Arns: Founder of Fancy S20 - Acquired by Gopuff, Responsible for tech and product. |
| Website | https://bankxlsx.com/ | https://www.modelml.com/ |
| Positives |
"Excellent platform with intuitive interface. The automation features work flawlessly and the customer support is top-notch."
Amanda Davis - 5/5
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"Has significantly improved our team's productivity."
Haley Green V - 5/5
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| Negatives |
"Excellent platform with intuitive interface. The automation features work flawlessly and the customer support is top-notch."
Amanda Davis - 5/5
|
"Integration was difficult and documentation was unclear."
Marlon Pfannerstill - 1/5
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| Details | View Full Review → | View Full Review → |
| Feature |
T
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|---|---|---|
| Rating |
5.0
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4.1
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| Reviews | 4 | 8 |
| Description |
BankXLSX simplifies financial data management by converting bank statements into organized Excel spreadsheets. Ideal for accountants, financial analysts, and business owners, this tool automates the tedious process of manual data entry. BankXLSX supports multiple bank formats and ensures accurate conversion with data validation, making financial record-keeping more efficient and error-free. |
TokenOwl aggregates financial accounts in one place with trustless AI. It lets highly active traders calculate taxes with greater accuracy and generate AI powered insights about their portfolio. Users can execute trades with prompts, build custom dashboards, and query their logs in natural language. |
| Website | https://bankxlsx.com/ | https://tokenowl.ai |
| Positives |
"Excellent platform with intuitive interface. The automation features work flawlessly and the customer support is top-notch."
Amanda Davis - 5/5
|
"Clean UI and powerful features. Exactly what we needed."
Miss Meaghan Yost I - 5/5
|
| Negatives |
"Excellent platform with intuitive interface. The automation features work flawlessly and the customer support is top-notch."
Amanda Davis - 5/5
|
"Had to switch to a different solution after trying this."
Natalia Kuvalis - 1/5
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| Details | View Full Review → | View Full Review → |
| Feature |
R
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|---|---|---|
| Rating |
5.0
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4.1
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| Reviews | 4 | 12 |
| Description |
BankXLSX simplifies financial data management by converting bank statements into organized Excel spreadsheets. Ideal for accountants, financial analysts, and business owners, this tool automates the tedious process of manual data entry. BankXLSX supports multiple bank formats and ensures accurate conversion with data validation, making financial record-keeping more efficient and error-free. |
Remo is building AI copilots for onboarding and compliance teams at financial institutions. We automate highly manual processes like KYB, AML, and Ongoing Monitoring. |
| Website | https://bankxlsx.com/ | https://getremo.ai |
| Positives |
"Excellent platform with intuitive interface. The automation features work flawlessly and the customer support is top-notch."
Amanda Davis - 5/5
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"Well-designed interface and powerful features."
Mrs. Simone Hills - 5/5
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| Negatives |
"Excellent platform with intuitive interface. The automation features work flawlessly and the customer support is top-notch."
Amanda Davis - 5/5
|
"Not quite what we expected. Lacking some key features."
Tabitha Bergnaum - 2/5
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| Details | View Full Review → | View Full Review → |
| Feature | ||
|---|---|---|
| Rating |
5.0
|
4.0
|
| Reviews | 4 | 10 |
| Description |
BankXLSX simplifies financial data management by converting bank statements into organized Excel spreadsheets. Ideal for accountants, financial analysts, and business owners, this tool automates the tedious process of manual data entry. BankXLSX supports multiple bank formats and ensures accurate conversion with data validation, making financial record-keeping more efficient and error-free. |
For money managers to raise their next billion, they dedicate entire teams to spend days filling diligence questionnaires with recycled content. We do it in minutes using AI. Clients include Bridgewater, Coatue, Onex, Urban Partners, Yarra Capital, Axonic, NIAM, Raith Capital, Intl Farming, Hillsdale, White Oak, etc. |
| Website | https://bankxlsx.com/ | https://www.governgpt.com/ |
| Positives |
"Excellent platform with intuitive interface. The automation features work flawlessly and the customer support is top-notch."
Amanda Davis - 5/5
|
"Well-designed interface and powerful features."
Dedrick Ferry - 5/5
|
| Negatives |
"Excellent platform with intuitive interface. The automation features work flawlessly and the customer support is top-notch."
Amanda Davis - 5/5
|
"Customer support was slow to respond to our issues."
Prof. Keith McLaughlin - 1/5
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| Details | View Full Review → | View Full Review → |
| Feature |
S
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| Rating |
5.0
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3.9
|
| Reviews | 4 | 14 |
| Description |
BankXLSX simplifies financial data management by converting bank statements into organized Excel spreadsheets. Ideal for accountants, financial analysts, and business owners, this tool automates the tedious process of manual data entry. BankXLSX supports multiple bank formats and ensures accurate conversion with data validation, making financial record-keeping more efficient and error-free. |
Sphinx automates the manual work of compliance analysts. Our AI agents make AML decisions, helping banks and fintech eliminate onboarding bottlenecks. |
| Website | https://bankxlsx.com/ | https://sphinxhq.com/ |
| Positives |
"Excellent platform with intuitive interface. The automation features work flawlessly and the customer support is top-notch."
Amanda Davis - 5/5
|
"Really impressed with the features and ease of use."
Arch Schaden - 5/5
|
| Negatives |
"Excellent platform with intuitive interface. The automation features work flawlessly and the customer support is top-notch."
Amanda Davis - 5/5
|
"Integration was difficult and documentation was unclear."
Dr. Eddie Heathcote - 1/5
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| Details | View Full Review → | View Full Review → |
| Feature | ||
|---|---|---|
| Rating |
5.0
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3.9
|
| Reviews | 4 | 11 |
| Description |
BankXLSX simplifies financial data management by converting bank statements into organized Excel spreadsheets. Ideal for accountants, financial analysts, and business owners, this tool automates the tedious process of manual data entry. BankXLSX supports multiple bank formats and ensures accurate conversion with data validation, making financial record-keeping more efficient and error-free. |
Greenboard is building a singular, AI-powered platform to handle management of the entirety of financial firms’ compliance programs, and eventually all back office processes. Today, financial institutions use Greenboard to detect risk using AI and to rip out and replace the bad legacy back office tooling they have wanted to get rid of for years. Greenboard's mission is to enable financial institutions to operate their back office teams at a higher standard, with half of the headcount. We’re starting with compliance |
| Website | https://bankxlsx.com/ | https://www.greenboard.com |
| Positives |
"Excellent platform with intuitive interface. The automation features work flawlessly and the customer support is top-notch."
Amanda Davis - 5/5
|
"Solid platform that delivers on its promises."
Dr. Yvonne Huels - 5/5
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| Negatives |
"Excellent platform with intuitive interface. The automation features work flawlessly and the customer support is top-notch."
Amanda Davis - 5/5
|
"Missing important features we need for our workflow."
Destiny Powlowski - 1/5
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| Details | View Full Review → | View Full Review → |
| Feature |
T
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| Rating |
5.0
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3.9
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| Reviews | 4 | 9 |
| Description |
BankXLSX simplifies financial data management by converting bank statements into organized Excel spreadsheets. Ideal for accountants, financial analysts, and business owners, this tool automates the tedious process of manual data entry. BankXLSX supports multiple bank formats and ensures accurate conversion with data validation, making financial record-keeping more efficient and error-free. |
Tower accelerates transactional due diligence via an AI-powered, centralized diligence platform. By consolidating disparate diligence workflows, Tower helps lawyers stay organized, spot issues earlier, and close deals faster. |
| Website | https://bankxlsx.com/ | https://withtower.com |
| Positives |
"Excellent platform with intuitive interface. The automation features work flawlessly and the customer support is top-notch."
Amanda Davis - 5/5
|
"Switched from our old tool and never looked back."
Finn Kunze - 5/5
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| Negatives |
"Excellent platform with intuitive interface. The automation features work flawlessly and the customer support is top-notch."
Amanda Davis - 5/5
|
"Integration was difficult and documentation was unclear."
Lempi Tromp - 1/5
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| Details | View Full Review → | View Full Review → |
| Feature |
L
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| Rating |
5.0
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3.9
|
| Reviews | 4 | 7 |
| Description |
BankXLSX simplifies financial data management by converting bank statements into organized Excel spreadsheets. Ideal for accountants, financial analysts, and business owners, this tool automates the tedious process of manual data entry. BankXLSX supports multiple bank formats and ensures accurate conversion with data validation, making financial record-keeping more efficient and error-free. |
We’re building the first AI-Native Compliance Firm for RIAs, wealth advisors, and fintechs. We're doing this by blending AI workflows with veteran ex-regulators so we can keep firms SEC/FINRA-ready in minutes, not days. |
| Website | https://bankxlsx.com/ | https://luthor.ai |
| Positives |
"Excellent platform with intuitive interface. The automation features work flawlessly and the customer support is top-notch."
Amanda Davis - 5/5
|
"Switched from our old tool and never looked back."
Mrs. Susanna Bashirian - 5/5
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| Negatives |
"Excellent platform with intuitive interface. The automation features work flawlessly and the customer support is top-notch."
Amanda Davis - 5/5
|
"Customer support was slow to respond to our issues."
Dr. Rhea Weber IV - 1/5
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| Details | View Full Review → | View Full Review → |
| Feature | ||
|---|---|---|
| Rating |
5.0
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3.8
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| Reviews | 4 | 12 |
| Description |
BankXLSX simplifies financial data management by converting bank statements into organized Excel spreadsheets. Ideal for accountants, financial analysts, and business owners, this tool automates the tedious process of manual data entry. BankXLSX supports multiple bank formats and ensures accurate conversion with data validation, making financial record-keeping more efficient and error-free. |
The world’s most important organizations deserve the world’s best financial infrastructure. We’re here to make sure they do. At Givefront, we've built a modern financial management platform designed specifically for nonprofits. With real-time budgeting, built-in compliance, and easy integrations, we replace the spreadsheets and guesswork with smart, automated systems. By transforming financial operations from reactive to real-time, Givefront empowers nonprofits to control every dollar, protect every grant, and move their missions forward faster, with greater efficiency, transparency, and trust. |
| Website | https://bankxlsx.com/ | https://givefront.com |
| Positives |
"Excellent platform with intuitive interface. The automation features work flawlessly and the customer support is top-notch."
Amanda Davis - 5/5
|
"Really impressed with the features and ease of use."
Lazaro Yost - 5/5
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| Negatives |
"Excellent platform with intuitive interface. The automation features work flawlessly and the customer support is top-notch."
Amanda Davis - 5/5
|
"Overpriced for what you get. Better alternatives exist."
Fae Ullrich Jr. - 1/5
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| Details | View Full Review → | View Full Review → |
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D
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| Rating |
5.0
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3.8
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| Reviews | 4 | 10 |
| Description |
BankXLSX simplifies financial data management by converting bank statements into organized Excel spreadsheets. Ideal for accountants, financial analysts, and business owners, this tool automates the tedious process of manual data entry. BankXLSX supports multiple bank formats and ensures accurate conversion with data validation, making financial record-keeping more efficient and error-free. |
Dimely builds AI agents for B2B SaaS finance teams. Our agents automate and bring visibility to time-consuming and error-prone finance workflows so teams can stay lean and audit-ready. We do this by completing, logging, and reconciling the data work, including converting contracts to invoices, calculating overages, reconciling payments, and streamlining revenue recognition. We pride ourselves in our fast time to value. Dimely seamlessly slots into your existing workflows without requiring a rip and replace, meaning you'll immediately see results from Day 1. Stop spending hours on billing today! |
| Website | https://bankxlsx.com/ | https://dimely.com/ |
| Positives |
"Excellent platform with intuitive interface. The automation features work flawlessly and the customer support is top-notch."
Amanda Davis - 5/5
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"Easy to set up and get started. Very intuitive."
Scotty Aufderhar - 5/5
|
| Negatives |
"Excellent platform with intuitive interface. The automation features work flawlessly and the customer support is top-notch."
Amanda Davis - 5/5
|
"Had to switch to a different solution after trying this."
Kay Stracke - 1/5
|
| Details | View Full Review → | View Full Review → |
| Feature | ||
|---|---|---|
| Rating |
5.0
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3.8
|
| Reviews | 4 | 5 |
| Description |
BankXLSX simplifies financial data management by converting bank statements into organized Excel spreadsheets. Ideal for accountants, financial analysts, and business owners, this tool automates the tedious process of manual data entry. BankXLSX supports multiple bank formats and ensures accurate conversion with data validation, making financial record-keeping more efficient and error-free. |
Centauri AI is a modern ETL and Data Science platform for banks and investment firms, starting with Structured Finance. Financial firms heavily rely on Excel, PDF, and PPT files to exchange complex asset details, leading analysts to spend hours crunching the files and extracting insights. Moreover, these data files and reports cannot be easily reused due to poor data infrastructure. Powered by AI, our product cuts hours of data wrangling work down to minutes and makes it possible to query past data easily. This helps firms evaluate assets faster and win more deals. Since launching last month, we've started a pilot with a brokerage team at a public investment bank that now uses our product daily. Aiming to serve over 100,000 investment teams needing complex data analysis for alternative investments, this opens up a potential $5 billion market. |
| Website | https://bankxlsx.com/ | https://centauri-ai.tech |
| Positives |
"Excellent platform with intuitive interface. The automation features work flawlessly and the customer support is top-notch."
Amanda Davis - 5/5
|
"Easy to set up and get started. Very intuitive."
Alden Beahan - 5/5
|
| Negatives |
"Excellent platform with intuitive interface. The automation features work flawlessly and the customer support is top-notch."
Amanda Davis - 5/5
|
"Too complex for our needs. Not user-friendly."
Mr. Ezra Little - 1/5
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| Details | View Full Review → | View Full Review → |
| Feature | ||
|---|---|---|
| Rating |
5.0
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3.5
|
| Reviews | 4 | 4 |
| Description |
BankXLSX simplifies financial data management by converting bank statements into organized Excel spreadsheets. Ideal for accountants, financial analysts, and business owners, this tool automates the tedious process of manual data entry. BankXLSX supports multiple bank formats and ensures accurate conversion with data validation, making financial record-keeping more efficient and error-free. |
Intercept lets CPG brands challenge incorrect charges from retail chains. It ingests all of a brand’s fees across their retailer portals and emails, flags the fees that can be disputed, and automates away the mundane tasks involved in fee disputes. What previously took a team of people is now manageable by a single person. |
| Website | https://bankxlsx.com/ | https://tryintercept.com/ |
| Positives |
"Excellent platform with intuitive interface. The automation features work flawlessly and the customer support is top-notch."
Amanda Davis - 5/5
|
"Fast, reliable, and constantly improving. Great product!"
Nicolas Effertz - 5/5
|
| Negatives |
"Excellent platform with intuitive interface. The automation features work flawlessly and the customer support is top-notch."
Amanda Davis - 5/5
|
"The interface is confusing and needs improvement."
Carrie Lebsack - 2/5
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| Details | View Full Review → | View Full Review → |
| Feature | ||
|---|---|---|
| Rating |
5.0
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3.4
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| Reviews | 4 | 5 |
| Description |
BankXLSX simplifies financial data management by converting bank statements into organized Excel spreadsheets. Ideal for accountants, financial analysts, and business owners, this tool automates the tedious process of manual data entry. BankXLSX supports multiple bank formats and ensures accurate conversion with data validation, making financial record-keeping more efficient and error-free. |
Revi helps Investment Banks, PE firms, and Corporate Development teams source new deals. We do this by using agentic workflows to replicate their end-to-end deal origination process, entirely removing the trade-off between precision and scalability. We released the first version of Revi in September 2023 and now have companies like KPMG and platforms backed by KKR and Nordic Capital using our product. |
| Website | https://bankxlsx.com/ | https://www.revi.ai/ |
| Positives |
"Excellent platform with intuitive interface. The automation features work flawlessly and the customer support is top-notch."
Amanda Davis - 5/5
|
"Great tool! Exactly what we needed for our workflow."
Katharina Zemlak - 5/5
|
| Negatives |
"Excellent platform with intuitive interface. The automation features work flawlessly and the customer support is top-notch."
Amanda Davis - 5/5
|
"Had to switch to a different solution after trying this."
Tanya Kertzmann - 2/5
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| Details | View Full Review → | View Full Review → |
| Feature | ||
|---|---|---|
| Rating |
5.0
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3.2
|
| Reviews | 4 | 5 |
| Description |
BankXLSX simplifies financial data management by converting bank statements into organized Excel spreadsheets. Ideal for accountants, financial analysts, and business owners, this tool automates the tedious process of manual data entry. BankXLSX supports multiple bank formats and ensures accurate conversion with data validation, making financial record-keeping more efficient and error-free. |
Fintechs, banks, and other institutions managing financial services face constant pressure to reduce costs, enhance customer experience, and ensure regulatory compliance. PathPilot provides the speed of pre-built AI agents combined with the flexibility of full customization. This enables internal teams to remain in full control, designing, deploying, and governing AI solutions independently, without reliance on external vendors. |
| Website | https://bankxlsx.com/ | https://www.getpathpilot.com/ |
| Positives |
"Excellent platform with intuitive interface. The automation features work flawlessly and the customer support is top-notch."
Amanda Davis - 5/5
|
"Great price point for the features offered."
Camylle Zieme - 5/5
|
| Negatives |
"Excellent platform with intuitive interface. The automation features work flawlessly and the customer support is top-notch."
Amanda Davis - 5/5
|
"Had to switch to a different solution after trying this."
Miss Chanel Dickens - 1/5
|
| Details | View Full Review → | View Full Review → |
| Feature | ||
|---|---|---|
| Rating |
5.0
|
3.2
|
| Reviews | 4 | 5 |
| Description |
BankXLSX simplifies financial data management by converting bank statements into organized Excel spreadsheets. Ideal for accountants, financial analysts, and business owners, this tool automates the tedious process of manual data entry. BankXLSX supports multiple bank formats and ensures accurate conversion with data validation, making financial record-keeping more efficient and error-free. |
Historically, quantitative models are domain specific. Brilliant people spend their best years testing features, tuning hyperparameters, and iterating architectures within a narrow domain. But scale is the panacea: large models will find patterns people, and specialized models, could not. Forecasting generalizes. Zoa trains cross-domain event forecasting engines. *Automating Iteration* LLMs, embedded in multi-agent optimization loops and evaluated against fixed policies, can automate the build-test-improve modeling cycle. Think AlphaEvolve for forecasting problems. *Sample-Efficient General Models* Today’s forecasting models are narrowly crafted with deep human priors. But larger models will outperform state-of-the-art specialized models. Unlike existing event models, our models leverage data from across contexts and rely less on human intuition. And compared to LLMs, our models are built with more inductive priors and rely more heavily on inference-time compute, improving sample efficiency. *Why It Matters* In the real economy, our models could be useful for forecasting supply chain volatility, energy supply and demand, even earthquake risk. Science is, Ian Hacking writes, the taming of chance. It is the process of iteratively updating priors (something like: identify uncertainty, conceive experiment to reduce uncertainty, execute, update). If science is uncertainty-reduction, forecasting is a critical measure of progress. Better forecasting improves our ability to select interesting experiments (roughly those with greatest expected uncertainty reduction) and update priors. Our models will be used by labs and academics in data-heavy domains. Sam's ex-girlfriend introduced him to Greg back at Carnegie Mellon in 2017, and while that relationship didn't last, their friendship has. After college, Greg went to Harvard Law School, while Sam worked for three years at Jane Street on their Options desk, building & leading a satellite dev team. |
| Website | https://bankxlsx.com/ | https://zoaresearch.com |
| Positives |
"Excellent platform with intuitive interface. The automation features work flawlessly and the customer support is top-notch."
Amanda Davis - 5/5
|
"Excellent customer support and reliable service."
Wilson Fahey - 5/5
|
| Negatives |
"Excellent platform with intuitive interface. The automation features work flawlessly and the customer support is top-notch."
Amanda Davis - 5/5
|
"The interface is confusing and needs improvement."
Jerod Williamson - 1/5
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| Details | View Full Review → | View Full Review → |
| Feature |
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| Rating |
4.4
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4.3
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| Reviews | 12 | 13 |
| Description |
Powder is an AI tool that helps wealth advisors rapidly create sales proposals that are personalized for each prospective client. Using LLMs, Powder is able to automate a series of manual tasks such as understanding documents and conversations to create mind-blowing analysis that builds immediate trust. Powder has 3 main features to automate sales workflows - 1. Brokerage, tax and estate document parser thats fast and accurate. 2. Meeting notetaker thats able to capture personalized insights. 3. Portfolio analysis tool that optimizes portfolio returns, risk and fees. Our app saves hours of time and creates a pinpoint proposal that lifts a firm's ability to win new business. |
Domu automates debt collection calls for the banks and insurance companies. We work with six Fortune 500 companies and win by doing what nobody else is willing to do. |
| Website | https://www.powderfi.com/ | https://www.domu.ai/ |
| Positives |
"Customer service is responsive and helpful."
Katheryn Sipes - 5/5
|
"Love the integration options. Works perfectly with our stack."
Emile Fay - 5/5
|
| Negatives |
"Had some issues with reliability and uptime."
Kobe Windler Jr. - 1/5
|
"Not quite what we expected. Lacking some key features."
Joelle Toy MD - 2/5
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| Details | View Full Review → | View Full Review → |
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| Rating |
4.4
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4.3
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| Reviews | 12 | 10 |
| Description |
Powder is an AI tool that helps wealth advisors rapidly create sales proposals that are personalized for each prospective client. Using LLMs, Powder is able to automate a series of manual tasks such as understanding documents and conversations to create mind-blowing analysis that builds immediate trust. Powder has 3 main features to automate sales workflows - 1. Brokerage, tax and estate document parser thats fast and accurate. 2. Meeting notetaker thats able to capture personalized insights. 3. Portfolio analysis tool that optimizes portfolio returns, risk and fees. Our app saves hours of time and creates a pinpoint proposal that lifts a firm's ability to win new business. |
We’re building the most advanced AI system for making decisions. Our mission is to build a fully autonomous hedge fund that matches the performance of the best portfolio managers on the planet. |
| Website | https://www.powderfi.com/ | https://www.ehl.markets/ |
| Positives |
"Customer service is responsive and helpful."
Katheryn Sipes - 5/5
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"The team uses it daily. Essential for our operations."
Trisha Boyle - 5/5
|
| Negatives |
"Had some issues with reliability and uptime."
Kobe Windler Jr. - 1/5
|
"Had to switch to a different solution after trying this."
Leanna Ortiz - 1/5
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| Details | View Full Review → | View Full Review → |
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| Rating |
4.4
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4.3
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| Reviews | 12 | 15 |
| Description |
Powder is an AI tool that helps wealth advisors rapidly create sales proposals that are personalized for each prospective client. Using LLMs, Powder is able to automate a series of manual tasks such as understanding documents and conversations to create mind-blowing analysis that builds immediate trust. Powder has 3 main features to automate sales workflows - 1. Brokerage, tax and estate document parser thats fast and accurate. 2. Meeting notetaker thats able to capture personalized insights. 3. Portfolio analysis tool that optimizes portfolio returns, risk and fees. Our app saves hours of time and creates a pinpoint proposal that lifts a firm's ability to win new business. |
Kastle is an AI voice agent for mortgage servicing. We help servicers collect payments, verify new borrowers, and qualify new loan inquiries over the phone. Rishi and Nitish met at UIUC where they graduated with degrees in systems engineering and computer science. Rishi was the founding Product Manager for Redfin’s Mortgage Marketplace at 22 and grew the business from $3M to $6M in revenue in 9 months. Nitish patented Verkada’s motion search system and was the youngest tech lead at the company at 23. While building Redfin's Mortgage Marketplace Rishi realized traditional lenders didn't have the infrastructure to service online inquiries and were losing customers. Nitish and Rishi are building Kastle to help traditional financial services companies better interface with their customers. |
| Website | https://www.powderfi.com/ | https://kastle.ai/ |
| Positives |
"Customer service is responsive and helpful."
Katheryn Sipes - 5/5
|
"Really impressed with the features and ease of use."
Kendrick Treutel - 5/5
|
| Negatives |
"Had some issues with reliability and uptime."
Kobe Windler Jr. - 1/5
|
"Performance issues during peak usage times."
Keon Bernier - 2/5
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| Details | View Full Review → | View Full Review → |
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| Rating |
4.4
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4.2
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| Reviews | 12 | 13 |
| Description |
Powder is an AI tool that helps wealth advisors rapidly create sales proposals that are personalized for each prospective client. Using LLMs, Powder is able to automate a series of manual tasks such as understanding documents and conversations to create mind-blowing analysis that builds immediate trust. Powder has 3 main features to automate sales workflows - 1. Brokerage, tax and estate document parser thats fast and accurate. 2. Meeting notetaker thats able to capture personalized insights. 3. Portfolio analysis tool that optimizes portfolio returns, risk and fees. Our app saves hours of time and creates a pinpoint proposal that lifts a firm's ability to win new business. |
Clarus is a SaaS solution focused on Finance. Founded by Y Combinator alumni, this platform provides innovative tools and services to help companies streamline their operations and achieve their goals. Built with modern technology and user experience in mind, Clarus offers scalable solutions for teams of all sizes. |
| Website | https://www.powderfi.com/ | https://www.clarus.finance |
| Positives |
"Customer service is responsive and helpful."
Katheryn Sipes - 5/5
|
"Love the integration options. Works perfectly with our stack."
Ciara Littel - 5/5
|
| Negatives |
"Had some issues with reliability and uptime."
Kobe Windler Jr. - 1/5
|
"Not quite what we expected. Lacking some key features."
Caitlyn Flatley - 2/5
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| Details | View Full Review → | View Full Review → |
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| Rating |
4.4
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4.2
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| Reviews | 12 | 15 |
| Description |
Powder is an AI tool that helps wealth advisors rapidly create sales proposals that are personalized for each prospective client. Using LLMs, Powder is able to automate a series of manual tasks such as understanding documents and conversations to create mind-blowing analysis that builds immediate trust. Powder has 3 main features to automate sales workflows - 1. Brokerage, tax and estate document parser thats fast and accurate. 2. Meeting notetaker thats able to capture personalized insights. 3. Portfolio analysis tool that optimizes portfolio returns, risk and fees. Our app saves hours of time and creates a pinpoint proposal that lifts a firm's ability to win new business. |
We’re building Kontigo, a USDC Smart Neobank for Latinos in the U.S. and Latin America. We launched our Peer-to-Peer onramp 20 days ago and we’ve already had $540k in deposits, 10k active users and a +300k waitlist. The founding team has built and scaled fintechs in Latam, and it’s ex-Venmo, Nubank, Rappi, MercadoLibre, Ualá, Platzi, and Yuno. We’re already backed by DST Global, Soma Capital, Pioneer Fund, Transpose + 10 YC alums. Sending money to Latin America is just as painful as holding it due to the region's fragmentation into 33 countries with 39 different currencies. On one hand, cross-border payments to Latam are absurdly expensive (up to 20% per transaction). Conversely, over the past decade, currency depreciation across the region has become unsustainable. (some countries surpassing the trillion percent ). Kontigo solves this with a USDC global wallet & a BTC savings account. - Like Venmo, but on-USDC. - Like Zelle, but for cross-border payments. No limits. - Like Nubank & Revolut, but without inflationary currencies. Bitcoin-backed. User wallets are connected to an AI-private banker on WhatsApp to execute international USDC transactions. |
| Website | https://www.powderfi.com/ | https://kontigo.lat/ |
| Positives |
"Customer service is responsive and helpful."
Katheryn Sipes - 5/5
|
"Really impressed with the features and ease of use."
Jordane Bechtelar - 5/5
|
| Negatives |
"Had some issues with reliability and uptime."
Kobe Windler Jr. - 1/5
|
"Too complex for our needs. Not user-friendly."
Lindsay Stanton - 2/5
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| Details | View Full Review → | View Full Review → |
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| Rating |
4.4
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4.2
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| Reviews | 12 | 10 |
| Description |
Powder is an AI tool that helps wealth advisors rapidly create sales proposals that are personalized for each prospective client. Using LLMs, Powder is able to automate a series of manual tasks such as understanding documents and conversations to create mind-blowing analysis that builds immediate trust. Powder has 3 main features to automate sales workflows - 1. Brokerage, tax and estate document parser thats fast and accurate. 2. Meeting notetaker thats able to capture personalized insights. 3. Portfolio analysis tool that optimizes portfolio returns, risk and fees. Our app saves hours of time and creates a pinpoint proposal that lifts a firm's ability to win new business. |
Keye is an AI software that lets private equity firms do due diligence for acquisitions faster and more accurately. Our customers can evaluate 10x more deals and fund better companies which leads directly to better returns/more alpha. -- Our system is the first of its kind to instantly generate complex, comprehensive data packs from raw data in any format, directly from the data room. This enables investors to gain an 80% understanding of a potential deal within moments, empowering them to say No to a deal earlier in the process and focus on high-potential opportunities. Traditionally, creating these detailed data packs, like cohort or retention analyses and customer roll-forwards, takes weeks, during which critical details may be overlooked, potentially costing funds millions in missed insights and poor decisions. -- Keye combines cutting-edge AI with deep private equity expertise to deliver powerful, multi-layered insights that go far beyond the simple summarizers and search functions offered by other tools. Our platform dives deep into both quantitative and qualitative due diligence data, offering high-impact analytics crafted specifically for private equity workflows. This isn’t just automation, it’s a purpose-built solution that uncovers actionable insights, fueling smarter decisions and driving true alpha. |
| Website | https://www.powderfi.com/ | https://www.keye.co |
| Positives |
"Customer service is responsive and helpful."
Katheryn Sipes - 5/5
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"Switched from our old tool and never looked back."
Rebecca Corwin - 5/5
|
| Negatives |
"Had some issues with reliability and uptime."
Kobe Windler Jr. - 1/5
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"Too complex for our needs. Not user-friendly."
Vern Gulgowski - 2/5
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| Details | View Full Review → | View Full Review → |
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4.4
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4.2
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| Reviews | 12 | 10 |
| Description |
Powder is an AI tool that helps wealth advisors rapidly create sales proposals that are personalized for each prospective client. Using LLMs, Powder is able to automate a series of manual tasks such as understanding documents and conversations to create mind-blowing analysis that builds immediate trust. Powder has 3 main features to automate sales workflows - 1. Brokerage, tax and estate document parser thats fast and accurate. 2. Meeting notetaker thats able to capture personalized insights. 3. Portfolio analysis tool that optimizes portfolio returns, risk and fees. Our app saves hours of time and creates a pinpoint proposal that lifts a firm's ability to win new business. |
Rulebase builds AI coworkers that help banks and fintechs review 100% of customer interactions in real time. Our agents flag compliance breaches, high-risk issues, and quality gaps across calls, chats, and emails, then route them to the right teammates. The result: up to 30% fewer escalations and QA cycles reduced from hours to minutes. |
| Website | https://www.powderfi.com/ | https://rulebase.co |
| Positives |
"Customer service is responsive and helpful."
Katheryn Sipes - 5/5
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"Solid platform that delivers on its promises."
Ellsworth Dibbert Jr. - 5/5
|
| Negatives |
"Had some issues with reliability and uptime."
Kobe Windler Jr. - 1/5
|
"Too complex for our needs. Not user-friendly."
Dr. Olaf Funk - 2/5
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| Details | View Full Review → | View Full Review → |
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| Rating |
4.4
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4.2
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| Reviews | 12 | 11 |
| Description |
Powder is an AI tool that helps wealth advisors rapidly create sales proposals that are personalized for each prospective client. Using LLMs, Powder is able to automate a series of manual tasks such as understanding documents and conversations to create mind-blowing analysis that builds immediate trust. Powder has 3 main features to automate sales workflows - 1. Brokerage, tax and estate document parser thats fast and accurate. 2. Meeting notetaker thats able to capture personalized insights. 3. Portfolio analysis tool that optimizes portfolio returns, risk and fees. Our app saves hours of time and creates a pinpoint proposal that lifts a firm's ability to win new business. |
Shiboleth automates consumer lending compliance for financial institutions using AI. Banks and fintechs use us to save months of manual work by automating audits and drafting reports for the governments. LLMs allow whole categories of manual compliance processes to be automated in ways that weren’t possible until recently. We are excited to automate back-office operations and enhance consumer protection in one of the most litigious industries. |
| Website | https://www.powderfi.com/ | https://www.shiboleth.ai/ |
| Positives |
"Customer service is responsive and helpful."
Katheryn Sipes - 5/5
|
"Solid platform that delivers on its promises."
Ms. Marquise Little Sr. - 5/5
|
| Negatives |
"Had some issues with reliability and uptime."
Kobe Windler Jr. - 1/5
|
"Integration was difficult and documentation was unclear."
Mr. Kay Sanford - 1/5
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| Details | View Full Review → | View Full Review → |
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| Rating |
4.4
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4.2
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| Reviews | 12 | 12 |
| Description |
Powder is an AI tool that helps wealth advisors rapidly create sales proposals that are personalized for each prospective client. Using LLMs, Powder is able to automate a series of manual tasks such as understanding documents and conversations to create mind-blowing analysis that builds immediate trust. Powder has 3 main features to automate sales workflows - 1. Brokerage, tax and estate document parser thats fast and accurate. 2. Meeting notetaker thats able to capture personalized insights. 3. Portfolio analysis tool that optimizes portfolio returns, risk and fees. Our app saves hours of time and creates a pinpoint proposal that lifts a firm's ability to win new business. |
CollectWise automates consumer debt collection with AI. Our platform allows creditors and agencies to double their recovery rates while reducing collection costs by 75%. |
| Website | https://www.powderfi.com/ | https://collectwise.com/ |
| Positives |
"Customer service is responsive and helpful."
Katheryn Sipes - 5/5
|
"Outstanding performance and great documentation."
Felipa Baumbach - 5/5
|
| Negatives |
"Had some issues with reliability and uptime."
Kobe Windler Jr. - 1/5
|
"Integration was difficult and documentation was unclear."
Alyson Stanton - 1/5
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| Details | View Full Review → | View Full Review → |
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| Rating |
4.4
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4.2
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| Reviews | 12 | 6 |
| Description |
Powder is an AI tool that helps wealth advisors rapidly create sales proposals that are personalized for each prospective client. Using LLMs, Powder is able to automate a series of manual tasks such as understanding documents and conversations to create mind-blowing analysis that builds immediate trust. Powder has 3 main features to automate sales workflows - 1. Brokerage, tax and estate document parser thats fast and accurate. 2. Meeting notetaker thats able to capture personalized insights. 3. Portfolio analysis tool that optimizes portfolio returns, risk and fees. Our app saves hours of time and creates a pinpoint proposal that lifts a firm's ability to win new business. |
We’re building a research lab that puts its ideas to the test in one of the most complex, information-rich environments in the world: the financial markets. Much of trading still depends on hand-crafted signals and intuition. We’re approaching it differently - from first principles. We design systems that learn, adapt, and improve with data. Our infrastructure is built to accelerate research: fast iteration loops, real-time feedback, and direct connection between ideas and outcomes. We’re starting with liquid markets like equities and options - high-dimensional, dynamic systems where traditional pipelines break down. Our goal isn’t just to model them better - it’s to build a platform for experimentation, where every result tightens the loop between theory and practice. If you care about learning systems, clean abstractions, and applying research in the wild - we’re hiring. |
| Website | https://www.powderfi.com/ | https://attimet.com/ |
| Positives |
"Customer service is responsive and helpful."
Katheryn Sipes - 5/5
|
"Great tool! Exactly what we needed for our workflow."
Emely Walsh - 5/5
|
| Negatives |
"Had some issues with reliability and uptime."
Kobe Windler Jr. - 1/5
|
"Had to switch to a different solution after trying this."
Alyce Volkman - 2/5
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| Details | View Full Review → | View Full Review → |
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4.4
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4.1
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| Reviews | 12 | 7 |
| Description |
Powder is an AI tool that helps wealth advisors rapidly create sales proposals that are personalized for each prospective client. Using LLMs, Powder is able to automate a series of manual tasks such as understanding documents and conversations to create mind-blowing analysis that builds immediate trust. Powder has 3 main features to automate sales workflows - 1. Brokerage, tax and estate document parser thats fast and accurate. 2. Meeting notetaker thats able to capture personalized insights. 3. Portfolio analysis tool that optimizes portfolio returns, risk and fees. Our app saves hours of time and creates a pinpoint proposal that lifts a firm's ability to win new business. |
We’re solving personal finances for a generation that’s been left to figure it all out alone. From managing cash to filing taxes to actually starting to invest, Winford gives everyone the real guidance and tools they need, all in one place. Download our app on the app store to get started! We also offer a cash account (AlphaCash) that goes beyond traditional and high yield savings accounts, allocating your idle dollars into high-quality, short-term bonds through money market funds, personalized for your taxes and goals. Included with Winford subscriptions or available on its own. |
| Website | https://www.powderfi.com/ | https://winfordwealth.com |
| Positives |
"Customer service is responsive and helpful."
Katheryn Sipes - 5/5
|
"Switched from our old tool and never looked back."
Baron Prohaska - 5/5
|
| Negatives |
"Had some issues with reliability and uptime."
Kobe Windler Jr. - 1/5
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"The interface is confusing and needs improvement."
Dr. German Marquardt II - 2/5
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| Details | View Full Review → | View Full Review → |
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4.4
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4.1
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| Reviews | 12 | 7 |
| Description |
Powder is an AI tool that helps wealth advisors rapidly create sales proposals that are personalized for each prospective client. Using LLMs, Powder is able to automate a series of manual tasks such as understanding documents and conversations to create mind-blowing analysis that builds immediate trust. Powder has 3 main features to automate sales workflows - 1. Brokerage, tax and estate document parser thats fast and accurate. 2. Meeting notetaker thats able to capture personalized insights. 3. Portfolio analysis tool that optimizes portfolio returns, risk and fees. Our app saves hours of time and creates a pinpoint proposal that lifts a firm's ability to win new business. |
Team: Chaz: Founder of Fat Llama YC S17 - Acquired by Hygglo. Responsible for Business and Sales Arns: Founder of Fancy S20 - Acquired by Gopuff, Responsible for tech and product. |
| Website | https://www.powderfi.com/ | https://www.modelml.com/ |
| Positives |
"Customer service is responsive and helpful."
Katheryn Sipes - 5/5
|
"Has significantly improved our team's productivity."
Haley Green V - 5/5
|
| Negatives |
"Had some issues with reliability and uptime."
Kobe Windler Jr. - 1/5
|
"Integration was difficult and documentation was unclear."
Marlon Pfannerstill - 1/5
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| Details | View Full Review → | View Full Review → |
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| Rating |
4.4
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4.1
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| Reviews | 12 | 8 |
| Description |
Powder is an AI tool that helps wealth advisors rapidly create sales proposals that are personalized for each prospective client. Using LLMs, Powder is able to automate a series of manual tasks such as understanding documents and conversations to create mind-blowing analysis that builds immediate trust. Powder has 3 main features to automate sales workflows - 1. Brokerage, tax and estate document parser thats fast and accurate. 2. Meeting notetaker thats able to capture personalized insights. 3. Portfolio analysis tool that optimizes portfolio returns, risk and fees. Our app saves hours of time and creates a pinpoint proposal that lifts a firm's ability to win new business. |
TokenOwl aggregates financial accounts in one place with trustless AI. It lets highly active traders calculate taxes with greater accuracy and generate AI powered insights about their portfolio. Users can execute trades with prompts, build custom dashboards, and query their logs in natural language. |
| Website | https://www.powderfi.com/ | https://tokenowl.ai |
| Positives |
"Customer service is responsive and helpful."
Katheryn Sipes - 5/5
|
"Clean UI and powerful features. Exactly what we needed."
Miss Meaghan Yost I - 5/5
|
| Negatives |
"Had some issues with reliability and uptime."
Kobe Windler Jr. - 1/5
|
"Had to switch to a different solution after trying this."
Natalia Kuvalis - 1/5
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| Details | View Full Review → | View Full Review → |
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| Rating |
4.4
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4.1
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| Reviews | 12 | 12 |
| Description |
Powder is an AI tool that helps wealth advisors rapidly create sales proposals that are personalized for each prospective client. Using LLMs, Powder is able to automate a series of manual tasks such as understanding documents and conversations to create mind-blowing analysis that builds immediate trust. Powder has 3 main features to automate sales workflows - 1. Brokerage, tax and estate document parser thats fast and accurate. 2. Meeting notetaker thats able to capture personalized insights. 3. Portfolio analysis tool that optimizes portfolio returns, risk and fees. Our app saves hours of time and creates a pinpoint proposal that lifts a firm's ability to win new business. |
Remo is building AI copilots for onboarding and compliance teams at financial institutions. We automate highly manual processes like KYB, AML, and Ongoing Monitoring. |
| Website | https://www.powderfi.com/ | https://getremo.ai |
| Positives |
"Customer service is responsive and helpful."
Katheryn Sipes - 5/5
|
"Well-designed interface and powerful features."
Mrs. Simone Hills - 5/5
|
| Negatives |
"Had some issues with reliability and uptime."
Kobe Windler Jr. - 1/5
|
"Not quite what we expected. Lacking some key features."
Tabitha Bergnaum - 2/5
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| Details | View Full Review → | View Full Review → |
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| Rating |
4.4
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4.0
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| Reviews | 12 | 10 |
| Description |
Powder is an AI tool that helps wealth advisors rapidly create sales proposals that are personalized for each prospective client. Using LLMs, Powder is able to automate a series of manual tasks such as understanding documents and conversations to create mind-blowing analysis that builds immediate trust. Powder has 3 main features to automate sales workflows - 1. Brokerage, tax and estate document parser thats fast and accurate. 2. Meeting notetaker thats able to capture personalized insights. 3. Portfolio analysis tool that optimizes portfolio returns, risk and fees. Our app saves hours of time and creates a pinpoint proposal that lifts a firm's ability to win new business. |
For money managers to raise their next billion, they dedicate entire teams to spend days filling diligence questionnaires with recycled content. We do it in minutes using AI. Clients include Bridgewater, Coatue, Onex, Urban Partners, Yarra Capital, Axonic, NIAM, Raith Capital, Intl Farming, Hillsdale, White Oak, etc. |
| Website | https://www.powderfi.com/ | https://www.governgpt.com/ |
| Positives |
"Customer service is responsive and helpful."
Katheryn Sipes - 5/5
|
"Well-designed interface and powerful features."
Dedrick Ferry - 5/5
|
| Negatives |
"Had some issues with reliability and uptime."
Kobe Windler Jr. - 1/5
|
"Customer support was slow to respond to our issues."
Prof. Keith McLaughlin - 1/5
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| Details | View Full Review → | View Full Review → |
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| Rating |
4.4
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3.9
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| Reviews | 12 | 14 |
| Description |
Powder is an AI tool that helps wealth advisors rapidly create sales proposals that are personalized for each prospective client. Using LLMs, Powder is able to automate a series of manual tasks such as understanding documents and conversations to create mind-blowing analysis that builds immediate trust. Powder has 3 main features to automate sales workflows - 1. Brokerage, tax and estate document parser thats fast and accurate. 2. Meeting notetaker thats able to capture personalized insights. 3. Portfolio analysis tool that optimizes portfolio returns, risk and fees. Our app saves hours of time and creates a pinpoint proposal that lifts a firm's ability to win new business. |
Sphinx automates the manual work of compliance analysts. Our AI agents make AML decisions, helping banks and fintech eliminate onboarding bottlenecks. |
| Website | https://www.powderfi.com/ | https://sphinxhq.com/ |
| Positives |
"Customer service is responsive and helpful."
Katheryn Sipes - 5/5
|
"Really impressed with the features and ease of use."
Arch Schaden - 5/5
|
| Negatives |
"Had some issues with reliability and uptime."
Kobe Windler Jr. - 1/5
|
"Integration was difficult and documentation was unclear."
Dr. Eddie Heathcote - 1/5
|
| Details | View Full Review → | View Full Review → |
Powder vs Greenboard
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| Rating |
4.4
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3.9
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| Reviews | 12 | 11 |
| Description |
Powder is an AI tool that helps wealth advisors rapidly create sales proposals that are personalized for each prospective client. Using LLMs, Powder is able to automate a series of manual tasks such as understanding documents and conversations to create mind-blowing analysis that builds immediate trust. Powder has 3 main features to automate sales workflows - 1. Brokerage, tax and estate document parser thats fast and accurate. 2. Meeting notetaker thats able to capture personalized insights. 3. Portfolio analysis tool that optimizes portfolio returns, risk and fees. Our app saves hours of time and creates a pinpoint proposal that lifts a firm's ability to win new business. |
Greenboard is building a singular, AI-powered platform to handle management of the entirety of financial firms’ compliance programs, and eventually all back office processes. Today, financial institutions use Greenboard to detect risk using AI and to rip out and replace the bad legacy back office tooling they have wanted to get rid of for years. Greenboard's mission is to enable financial institutions to operate their back office teams at a higher standard, with half of the headcount. We’re starting with compliance |
| Website | https://www.powderfi.com/ | https://www.greenboard.com |
| Positives |
"Customer service is responsive and helpful."
Katheryn Sipes - 5/5
|
"Solid platform that delivers on its promises."
Dr. Yvonne Huels - 5/5
|
| Negatives |
"Had some issues with reliability and uptime."
Kobe Windler Jr. - 1/5
|
"Missing important features we need for our workflow."
Destiny Powlowski - 1/5
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| Details | View Full Review → | View Full Review → |
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| Rating |
4.4
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3.9
|
| Reviews | 12 | 9 |
| Description |
Powder is an AI tool that helps wealth advisors rapidly create sales proposals that are personalized for each prospective client. Using LLMs, Powder is able to automate a series of manual tasks such as understanding documents and conversations to create mind-blowing analysis that builds immediate trust. Powder has 3 main features to automate sales workflows - 1. Brokerage, tax and estate document parser thats fast and accurate. 2. Meeting notetaker thats able to capture personalized insights. 3. Portfolio analysis tool that optimizes portfolio returns, risk and fees. Our app saves hours of time and creates a pinpoint proposal that lifts a firm's ability to win new business. |
Tower accelerates transactional due diligence via an AI-powered, centralized diligence platform. By consolidating disparate diligence workflows, Tower helps lawyers stay organized, spot issues earlier, and close deals faster. |
| Website | https://www.powderfi.com/ | https://withtower.com |
| Positives |
"Customer service is responsive and helpful."
Katheryn Sipes - 5/5
|
"Switched from our old tool and never looked back."
Finn Kunze - 5/5
|
| Negatives |
"Had some issues with reliability and uptime."
Kobe Windler Jr. - 1/5
|
"Integration was difficult and documentation was unclear."
Lempi Tromp - 1/5
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| Details | View Full Review → | View Full Review → |
| Feature |
P
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L
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| Rating |
4.4
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3.9
|
| Reviews | 12 | 7 |
| Description |
Powder is an AI tool that helps wealth advisors rapidly create sales proposals that are personalized for each prospective client. Using LLMs, Powder is able to automate a series of manual tasks such as understanding documents and conversations to create mind-blowing analysis that builds immediate trust. Powder has 3 main features to automate sales workflows - 1. Brokerage, tax and estate document parser thats fast and accurate. 2. Meeting notetaker thats able to capture personalized insights. 3. Portfolio analysis tool that optimizes portfolio returns, risk and fees. Our app saves hours of time and creates a pinpoint proposal that lifts a firm's ability to win new business. |
We’re building the first AI-Native Compliance Firm for RIAs, wealth advisors, and fintechs. We're doing this by blending AI workflows with veteran ex-regulators so we can keep firms SEC/FINRA-ready in minutes, not days. |
| Website | https://www.powderfi.com/ | https://luthor.ai |
| Positives |
"Customer service is responsive and helpful."
Katheryn Sipes - 5/5
|
"Switched from our old tool and never looked back."
Mrs. Susanna Bashirian - 5/5
|
| Negatives |
"Had some issues with reliability and uptime."
Kobe Windler Jr. - 1/5
|
"Customer support was slow to respond to our issues."
Dr. Rhea Weber IV - 1/5
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| Details | View Full Review → | View Full Review → |
| Feature |
P
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| Rating |
4.4
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3.8
|
| Reviews | 12 | 12 |
| Description |
Powder is an AI tool that helps wealth advisors rapidly create sales proposals that are personalized for each prospective client. Using LLMs, Powder is able to automate a series of manual tasks such as understanding documents and conversations to create mind-blowing analysis that builds immediate trust. Powder has 3 main features to automate sales workflows - 1. Brokerage, tax and estate document parser thats fast and accurate. 2. Meeting notetaker thats able to capture personalized insights. 3. Portfolio analysis tool that optimizes portfolio returns, risk and fees. Our app saves hours of time and creates a pinpoint proposal that lifts a firm's ability to win new business. |
The world’s most important organizations deserve the world’s best financial infrastructure. We’re here to make sure they do. At Givefront, we've built a modern financial management platform designed specifically for nonprofits. With real-time budgeting, built-in compliance, and easy integrations, we replace the spreadsheets and guesswork with smart, automated systems. By transforming financial operations from reactive to real-time, Givefront empowers nonprofits to control every dollar, protect every grant, and move their missions forward faster, with greater efficiency, transparency, and trust. |
| Website | https://www.powderfi.com/ | https://givefront.com |
| Positives |
"Customer service is responsive and helpful."
Katheryn Sipes - 5/5
|
"Really impressed with the features and ease of use."
Lazaro Yost - 5/5
|
| Negatives |
"Had some issues with reliability and uptime."
Kobe Windler Jr. - 1/5
|
"Overpriced for what you get. Better alternatives exist."
Fae Ullrich Jr. - 1/5
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| Details | View Full Review → | View Full Review → |
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P
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D
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| Rating |
4.4
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3.8
|
| Reviews | 12 | 10 |
| Description |
Powder is an AI tool that helps wealth advisors rapidly create sales proposals that are personalized for each prospective client. Using LLMs, Powder is able to automate a series of manual tasks such as understanding documents and conversations to create mind-blowing analysis that builds immediate trust. Powder has 3 main features to automate sales workflows - 1. Brokerage, tax and estate document parser thats fast and accurate. 2. Meeting notetaker thats able to capture personalized insights. 3. Portfolio analysis tool that optimizes portfolio returns, risk and fees. Our app saves hours of time and creates a pinpoint proposal that lifts a firm's ability to win new business. |
Dimely builds AI agents for B2B SaaS finance teams. Our agents automate and bring visibility to time-consuming and error-prone finance workflows so teams can stay lean and audit-ready. We do this by completing, logging, and reconciling the data work, including converting contracts to invoices, calculating overages, reconciling payments, and streamlining revenue recognition. We pride ourselves in our fast time to value. Dimely seamlessly slots into your existing workflows without requiring a rip and replace, meaning you'll immediately see results from Day 1. Stop spending hours on billing today! |
| Website | https://www.powderfi.com/ | https://dimely.com/ |
| Positives |
"Customer service is responsive and helpful."
Katheryn Sipes - 5/5
|
"Easy to set up and get started. Very intuitive."
Scotty Aufderhar - 5/5
|
| Negatives |
"Had some issues with reliability and uptime."
Kobe Windler Jr. - 1/5
|
"Had to switch to a different solution after trying this."
Kay Stracke - 1/5
|
| Details | View Full Review → | View Full Review → |
| Feature |
P
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| Rating |
4.4
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3.8
|
| Reviews | 12 | 5 |
| Description |
Powder is an AI tool that helps wealth advisors rapidly create sales proposals that are personalized for each prospective client. Using LLMs, Powder is able to automate a series of manual tasks such as understanding documents and conversations to create mind-blowing analysis that builds immediate trust. Powder has 3 main features to automate sales workflows - 1. Brokerage, tax and estate document parser thats fast and accurate. 2. Meeting notetaker thats able to capture personalized insights. 3. Portfolio analysis tool that optimizes portfolio returns, risk and fees. Our app saves hours of time and creates a pinpoint proposal that lifts a firm's ability to win new business. |
Centauri AI is a modern ETL and Data Science platform for banks and investment firms, starting with Structured Finance. Financial firms heavily rely on Excel, PDF, and PPT files to exchange complex asset details, leading analysts to spend hours crunching the files and extracting insights. Moreover, these data files and reports cannot be easily reused due to poor data infrastructure. Powered by AI, our product cuts hours of data wrangling work down to minutes and makes it possible to query past data easily. This helps firms evaluate assets faster and win more deals. Since launching last month, we've started a pilot with a brokerage team at a public investment bank that now uses our product daily. Aiming to serve over 100,000 investment teams needing complex data analysis for alternative investments, this opens up a potential $5 billion market. |
| Website | https://www.powderfi.com/ | https://centauri-ai.tech |
| Positives |
"Customer service is responsive and helpful."
Katheryn Sipes - 5/5
|
"Easy to set up and get started. Very intuitive."
Alden Beahan - 5/5
|
| Negatives |
"Had some issues with reliability and uptime."
Kobe Windler Jr. - 1/5
|
"Too complex for our needs. Not user-friendly."
Mr. Ezra Little - 1/5
|
| Details | View Full Review → | View Full Review → |
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| Rating |
4.4
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3.5
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| Reviews | 12 | 4 |
| Description |
Powder is an AI tool that helps wealth advisors rapidly create sales proposals that are personalized for each prospective client. Using LLMs, Powder is able to automate a series of manual tasks such as understanding documents and conversations to create mind-blowing analysis that builds immediate trust. Powder has 3 main features to automate sales workflows - 1. Brokerage, tax and estate document parser thats fast and accurate. 2. Meeting notetaker thats able to capture personalized insights. 3. Portfolio analysis tool that optimizes portfolio returns, risk and fees. Our app saves hours of time and creates a pinpoint proposal that lifts a firm's ability to win new business. |
Intercept lets CPG brands challenge incorrect charges from retail chains. It ingests all of a brand’s fees across their retailer portals and emails, flags the fees that can be disputed, and automates away the mundane tasks involved in fee disputes. What previously took a team of people is now manageable by a single person. |
| Website | https://www.powderfi.com/ | https://tryintercept.com/ |
| Positives |
"Customer service is responsive and helpful."
Katheryn Sipes - 5/5
|
"Fast, reliable, and constantly improving. Great product!"
Nicolas Effertz - 5/5
|
| Negatives |
"Had some issues with reliability and uptime."
Kobe Windler Jr. - 1/5
|
"The interface is confusing and needs improvement."
Carrie Lebsack - 2/5
|
| Details | View Full Review → | View Full Review → |
| Feature |
P
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| Rating |
4.4
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3.4
|
| Reviews | 12 | 5 |
| Description |
Powder is an AI tool that helps wealth advisors rapidly create sales proposals that are personalized for each prospective client. Using LLMs, Powder is able to automate a series of manual tasks such as understanding documents and conversations to create mind-blowing analysis that builds immediate trust. Powder has 3 main features to automate sales workflows - 1. Brokerage, tax and estate document parser thats fast and accurate. 2. Meeting notetaker thats able to capture personalized insights. 3. Portfolio analysis tool that optimizes portfolio returns, risk and fees. Our app saves hours of time and creates a pinpoint proposal that lifts a firm's ability to win new business. |
Revi helps Investment Banks, PE firms, and Corporate Development teams source new deals. We do this by using agentic workflows to replicate their end-to-end deal origination process, entirely removing the trade-off between precision and scalability. We released the first version of Revi in September 2023 and now have companies like KPMG and platforms backed by KKR and Nordic Capital using our product. |
| Website | https://www.powderfi.com/ | https://www.revi.ai/ |
| Positives |
"Customer service is responsive and helpful."
Katheryn Sipes - 5/5
|
"Great tool! Exactly what we needed for our workflow."
Katharina Zemlak - 5/5
|
| Negatives |
"Had some issues with reliability and uptime."
Kobe Windler Jr. - 1/5
|
"Had to switch to a different solution after trying this."
Tanya Kertzmann - 2/5
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| Details | View Full Review → | View Full Review → |
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| Rating |
4.4
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3.2
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| Reviews | 12 | 5 |
| Description |
Powder is an AI tool that helps wealth advisors rapidly create sales proposals that are personalized for each prospective client. Using LLMs, Powder is able to automate a series of manual tasks such as understanding documents and conversations to create mind-blowing analysis that builds immediate trust. Powder has 3 main features to automate sales workflows - 1. Brokerage, tax and estate document parser thats fast and accurate. 2. Meeting notetaker thats able to capture personalized insights. 3. Portfolio analysis tool that optimizes portfolio returns, risk and fees. Our app saves hours of time and creates a pinpoint proposal that lifts a firm's ability to win new business. |
Fintechs, banks, and other institutions managing financial services face constant pressure to reduce costs, enhance customer experience, and ensure regulatory compliance. PathPilot provides the speed of pre-built AI agents combined with the flexibility of full customization. This enables internal teams to remain in full control, designing, deploying, and governing AI solutions independently, without reliance on external vendors. |
| Website | https://www.powderfi.com/ | https://www.getpathpilot.com/ |
| Positives |
"Customer service is responsive and helpful."
Katheryn Sipes - 5/5
|
"Great price point for the features offered."
Camylle Zieme - 5/5
|
| Negatives |
"Had some issues with reliability and uptime."
Kobe Windler Jr. - 1/5
|
"Had to switch to a different solution after trying this."
Miss Chanel Dickens - 1/5
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| Details | View Full Review → | View Full Review → |
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| Rating |
4.4
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3.2
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| Reviews | 12 | 5 |
| Description |
Powder is an AI tool that helps wealth advisors rapidly create sales proposals that are personalized for each prospective client. Using LLMs, Powder is able to automate a series of manual tasks such as understanding documents and conversations to create mind-blowing analysis that builds immediate trust. Powder has 3 main features to automate sales workflows - 1. Brokerage, tax and estate document parser thats fast and accurate. 2. Meeting notetaker thats able to capture personalized insights. 3. Portfolio analysis tool that optimizes portfolio returns, risk and fees. Our app saves hours of time and creates a pinpoint proposal that lifts a firm's ability to win new business. |
Historically, quantitative models are domain specific. Brilliant people spend their best years testing features, tuning hyperparameters, and iterating architectures within a narrow domain. But scale is the panacea: large models will find patterns people, and specialized models, could not. Forecasting generalizes. Zoa trains cross-domain event forecasting engines. *Automating Iteration* LLMs, embedded in multi-agent optimization loops and evaluated against fixed policies, can automate the build-test-improve modeling cycle. Think AlphaEvolve for forecasting problems. *Sample-Efficient General Models* Today’s forecasting models are narrowly crafted with deep human priors. But larger models will outperform state-of-the-art specialized models. Unlike existing event models, our models leverage data from across contexts and rely less on human intuition. And compared to LLMs, our models are built with more inductive priors and rely more heavily on inference-time compute, improving sample efficiency. *Why It Matters* In the real economy, our models could be useful for forecasting supply chain volatility, energy supply and demand, even earthquake risk. Science is, Ian Hacking writes, the taming of chance. It is the process of iteratively updating priors (something like: identify uncertainty, conceive experiment to reduce uncertainty, execute, update). If science is uncertainty-reduction, forecasting is a critical measure of progress. Better forecasting improves our ability to select interesting experiments (roughly those with greatest expected uncertainty reduction) and update priors. Our models will be used by labs and academics in data-heavy domains. Sam's ex-girlfriend introduced him to Greg back at Carnegie Mellon in 2017, and while that relationship didn't last, their friendship has. After college, Greg went to Harvard Law School, while Sam worked for three years at Jane Street on their Options desk, building & leading a satellite dev team. |
| Website | https://www.powderfi.com/ | https://zoaresearch.com |
| Positives |
"Customer service is responsive and helpful."
Katheryn Sipes - 5/5
|
"Excellent customer support and reliable service."
Wilson Fahey - 5/5
|
| Negatives |
"Had some issues with reliability and uptime."
Kobe Windler Jr. - 1/5
|
"The interface is confusing and needs improvement."
Jerod Williamson - 1/5
|
| Details | View Full Review → | View Full Review → |
| Feature | ||
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| Rating |
4.3
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4.3
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| Reviews | 13 | 10 |
| Description |
Domu automates debt collection calls for the banks and insurance companies. We work with six Fortune 500 companies and win by doing what nobody else is willing to do. |
We’re building the most advanced AI system for making decisions. Our mission is to build a fully autonomous hedge fund that matches the performance of the best portfolio managers on the planet. |
| Website | https://www.domu.ai/ | https://www.ehl.markets/ |
| Positives |
"Love the integration options. Works perfectly with our stack."
Emile Fay - 5/5
|
"The team uses it daily. Essential for our operations."
Trisha Boyle - 5/5
|
| Negatives |
"Not quite what we expected. Lacking some key features."
Joelle Toy MD - 2/5
|
"Had to switch to a different solution after trying this."
Leanna Ortiz - 1/5
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| Details | View Full Review → | View Full Review → |
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| Rating |
4.3
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4.3
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| Reviews | 13 | 15 |
| Description |
Domu automates debt collection calls for the banks and insurance companies. We work with six Fortune 500 companies and win by doing what nobody else is willing to do. |
Kastle is an AI voice agent for mortgage servicing. We help servicers collect payments, verify new borrowers, and qualify new loan inquiries over the phone. Rishi and Nitish met at UIUC where they graduated with degrees in systems engineering and computer science. Rishi was the founding Product Manager for Redfin’s Mortgage Marketplace at 22 and grew the business from $3M to $6M in revenue in 9 months. Nitish patented Verkada’s motion search system and was the youngest tech lead at the company at 23. While building Redfin's Mortgage Marketplace Rishi realized traditional lenders didn't have the infrastructure to service online inquiries and were losing customers. Nitish and Rishi are building Kastle to help traditional financial services companies better interface with their customers. |
| Website | https://www.domu.ai/ | https://kastle.ai/ |
| Positives |
"Love the integration options. Works perfectly with our stack."
Emile Fay - 5/5
|
"Really impressed with the features and ease of use."
Kendrick Treutel - 5/5
|
| Negatives |
"Not quite what we expected. Lacking some key features."
Joelle Toy MD - 2/5
|
"Performance issues during peak usage times."
Keon Bernier - 2/5
|
| Details | View Full Review → | View Full Review → |
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C
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| Rating |
4.3
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4.2
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| Reviews | 13 | 13 |
| Description |
Domu automates debt collection calls for the banks and insurance companies. We work with six Fortune 500 companies and win by doing what nobody else is willing to do. |
Clarus is a SaaS solution focused on Finance. Founded by Y Combinator alumni, this platform provides innovative tools and services to help companies streamline their operations and achieve their goals. Built with modern technology and user experience in mind, Clarus offers scalable solutions for teams of all sizes. |
| Website | https://www.domu.ai/ | https://www.clarus.finance |
| Positives |
"Love the integration options. Works perfectly with our stack."
Emile Fay - 5/5
|
"Love the integration options. Works perfectly with our stack."
Ciara Littel - 5/5
|
| Negatives |
"Not quite what we expected. Lacking some key features."
Joelle Toy MD - 2/5
|
"Not quite what we expected. Lacking some key features."
Caitlyn Flatley - 2/5
|
| Details | View Full Review → | View Full Review → |
| Feature | ||
|---|---|---|
| Rating |
4.3
|
4.2
|
| Reviews | 13 | 15 |
| Description |
Domu automates debt collection calls for the banks and insurance companies. We work with six Fortune 500 companies and win by doing what nobody else is willing to do. |
We’re building Kontigo, a USDC Smart Neobank for Latinos in the U.S. and Latin America. We launched our Peer-to-Peer onramp 20 days ago and we’ve already had $540k in deposits, 10k active users and a +300k waitlist. The founding team has built and scaled fintechs in Latam, and it’s ex-Venmo, Nubank, Rappi, MercadoLibre, Ualá, Platzi, and Yuno. We’re already backed by DST Global, Soma Capital, Pioneer Fund, Transpose + 10 YC alums. Sending money to Latin America is just as painful as holding it due to the region's fragmentation into 33 countries with 39 different currencies. On one hand, cross-border payments to Latam are absurdly expensive (up to 20% per transaction). Conversely, over the past decade, currency depreciation across the region has become unsustainable. (some countries surpassing the trillion percent ). Kontigo solves this with a USDC global wallet & a BTC savings account. - Like Venmo, but on-USDC. - Like Zelle, but for cross-border payments. No limits. - Like Nubank & Revolut, but without inflationary currencies. Bitcoin-backed. User wallets are connected to an AI-private banker on WhatsApp to execute international USDC transactions. |
| Website | https://www.domu.ai/ | https://kontigo.lat/ |
| Positives |
"Love the integration options. Works perfectly with our stack."
Emile Fay - 5/5
|
"Really impressed with the features and ease of use."
Jordane Bechtelar - 5/5
|
| Negatives |
"Not quite what we expected. Lacking some key features."
Joelle Toy MD - 2/5
|
"Too complex for our needs. Not user-friendly."
Lindsay Stanton - 2/5
|
| Details | View Full Review → | View Full Review → |
| Feature | ||
|---|---|---|
| Rating |
4.3
|
4.2
|
| Reviews | 13 | 10 |
| Description |
Domu automates debt collection calls for the banks and insurance companies. We work with six Fortune 500 companies and win by doing what nobody else is willing to do. |
Keye is an AI software that lets private equity firms do due diligence for acquisitions faster and more accurately. Our customers can evaluate 10x more deals and fund better companies which leads directly to better returns/more alpha. -- Our system is the first of its kind to instantly generate complex, comprehensive data packs from raw data in any format, directly from the data room. This enables investors to gain an 80% understanding of a potential deal within moments, empowering them to say No to a deal earlier in the process and focus on high-potential opportunities. Traditionally, creating these detailed data packs, like cohort or retention analyses and customer roll-forwards, takes weeks, during which critical details may be overlooked, potentially costing funds millions in missed insights and poor decisions. -- Keye combines cutting-edge AI with deep private equity expertise to deliver powerful, multi-layered insights that go far beyond the simple summarizers and search functions offered by other tools. Our platform dives deep into both quantitative and qualitative due diligence data, offering high-impact analytics crafted specifically for private equity workflows. This isn’t just automation, it’s a purpose-built solution that uncovers actionable insights, fueling smarter decisions and driving true alpha. |
| Website | https://www.domu.ai/ | https://www.keye.co |
| Positives |
"Love the integration options. Works perfectly with our stack."
Emile Fay - 5/5
|
"Switched from our old tool and never looked back."
Rebecca Corwin - 5/5
|
| Negatives |
"Not quite what we expected. Lacking some key features."
Joelle Toy MD - 2/5
|
"Too complex for our needs. Not user-friendly."
Vern Gulgowski - 2/5
|
| Details | View Full Review → | View Full Review → |
| Feature |
R
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|---|---|---|
| Rating |
4.3
|
4.2
|
| Reviews | 13 | 10 |
| Description |
Domu automates debt collection calls for the banks and insurance companies. We work with six Fortune 500 companies and win by doing what nobody else is willing to do. |
Rulebase builds AI coworkers that help banks and fintechs review 100% of customer interactions in real time. Our agents flag compliance breaches, high-risk issues, and quality gaps across calls, chats, and emails, then route them to the right teammates. The result: up to 30% fewer escalations and QA cycles reduced from hours to minutes. |
| Website | https://www.domu.ai/ | https://rulebase.co |
| Positives |
"Love the integration options. Works perfectly with our stack."
Emile Fay - 5/5
|
"Solid platform that delivers on its promises."
Ellsworth Dibbert Jr. - 5/5
|
| Negatives |
"Not quite what we expected. Lacking some key features."
Joelle Toy MD - 2/5
|
"Too complex for our needs. Not user-friendly."
Dr. Olaf Funk - 2/5
|
| Details | View Full Review → | View Full Review → |
| Feature | ||
|---|---|---|
| Rating |
4.3
|
4.2
|
| Reviews | 13 | 11 |
| Description |
Domu automates debt collection calls for the banks and insurance companies. We work with six Fortune 500 companies and win by doing what nobody else is willing to do. |
Shiboleth automates consumer lending compliance for financial institutions using AI. Banks and fintechs use us to save months of manual work by automating audits and drafting reports for the governments. LLMs allow whole categories of manual compliance processes to be automated in ways that weren’t possible until recently. We are excited to automate back-office operations and enhance consumer protection in one of the most litigious industries. |
| Website | https://www.domu.ai/ | https://www.shiboleth.ai/ |
| Positives |
"Love the integration options. Works perfectly with our stack."
Emile Fay - 5/5
|
"Solid platform that delivers on its promises."
Ms. Marquise Little Sr. - 5/5
|
| Negatives |
"Not quite what we expected. Lacking some key features."
Joelle Toy MD - 2/5
|
"Integration was difficult and documentation was unclear."
Mr. Kay Sanford - 1/5
|
| Details | View Full Review → | View Full Review → |
| Feature | ||
|---|---|---|
| Rating |
4.3
|
4.2
|
| Reviews | 13 | 12 |
| Description |
Domu automates debt collection calls for the banks and insurance companies. We work with six Fortune 500 companies and win by doing what nobody else is willing to do. |
CollectWise automates consumer debt collection with AI. Our platform allows creditors and agencies to double their recovery rates while reducing collection costs by 75%. |
| Website | https://www.domu.ai/ | https://collectwise.com/ |
| Positives |
"Love the integration options. Works perfectly with our stack."
Emile Fay - 5/5
|
"Outstanding performance and great documentation."
Felipa Baumbach - 5/5
|
| Negatives |
"Not quite what we expected. Lacking some key features."
Joelle Toy MD - 2/5
|
"Integration was difficult and documentation was unclear."
Alyson Stanton - 1/5
|
| Details | View Full Review → | View Full Review → |
| Feature |
A
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|
|---|---|---|
| Rating |
4.3
|
4.2
|
| Reviews | 13 | 6 |
| Description |
Domu automates debt collection calls for the banks and insurance companies. We work with six Fortune 500 companies and win by doing what nobody else is willing to do. |
We’re building a research lab that puts its ideas to the test in one of the most complex, information-rich environments in the world: the financial markets. Much of trading still depends on hand-crafted signals and intuition. We’re approaching it differently - from first principles. We design systems that learn, adapt, and improve with data. Our infrastructure is built to accelerate research: fast iteration loops, real-time feedback, and direct connection between ideas and outcomes. We’re starting with liquid markets like equities and options - high-dimensional, dynamic systems where traditional pipelines break down. Our goal isn’t just to model them better - it’s to build a platform for experimentation, where every result tightens the loop between theory and practice. If you care about learning systems, clean abstractions, and applying research in the wild - we’re hiring. |
| Website | https://www.domu.ai/ | https://attimet.com/ |
| Positives |
"Love the integration options. Works perfectly with our stack."
Emile Fay - 5/5
|
"Great tool! Exactly what we needed for our workflow."
Emely Walsh - 5/5
|
| Negatives |
"Not quite what we expected. Lacking some key features."
Joelle Toy MD - 2/5
|
"Had to switch to a different solution after trying this."
Alyce Volkman - 2/5
|
| Details | View Full Review → | View Full Review → |
| Feature | ||
|---|---|---|
| Rating |
4.3
|
4.1
|
| Reviews | 13 | 7 |
| Description |
Domu automates debt collection calls for the banks and insurance companies. We work with six Fortune 500 companies and win by doing what nobody else is willing to do. |
We’re solving personal finances for a generation that’s been left to figure it all out alone. From managing cash to filing taxes to actually starting to invest, Winford gives everyone the real guidance and tools they need, all in one place. Download our app on the app store to get started! We also offer a cash account (AlphaCash) that goes beyond traditional and high yield savings accounts, allocating your idle dollars into high-quality, short-term bonds through money market funds, personalized for your taxes and goals. Included with Winford subscriptions or available on its own. |
| Website | https://www.domu.ai/ | https://winfordwealth.com |
| Positives |
"Love the integration options. Works perfectly with our stack."
Emile Fay - 5/5
|
"Switched from our old tool and never looked back."
Baron Prohaska - 5/5
|
| Negatives |
"Not quite what we expected. Lacking some key features."
Joelle Toy MD - 2/5
|
"The interface is confusing and needs improvement."
Dr. German Marquardt II - 2/5
|
| Details | View Full Review → | View Full Review → |
| Feature |
M
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|---|---|---|
| Rating |
4.3
|
4.1
|
| Reviews | 13 | 7 |
| Description |
Domu automates debt collection calls for the banks and insurance companies. We work with six Fortune 500 companies and win by doing what nobody else is willing to do. |
Team: Chaz: Founder of Fat Llama YC S17 - Acquired by Hygglo. Responsible for Business and Sales Arns: Founder of Fancy S20 - Acquired by Gopuff, Responsible for tech and product. |
| Website | https://www.domu.ai/ | https://www.modelml.com/ |
| Positives |
"Love the integration options. Works perfectly with our stack."
Emile Fay - 5/5
|
"Has significantly improved our team's productivity."
Haley Green V - 5/5
|
| Negatives |
"Not quite what we expected. Lacking some key features."
Joelle Toy MD - 2/5
|
"Integration was difficult and documentation was unclear."
Marlon Pfannerstill - 1/5
|
| Details | View Full Review → | View Full Review → |
| Feature |
T
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|---|---|---|
| Rating |
4.3
|
4.1
|
| Reviews | 13 | 8 |
| Description |
Domu automates debt collection calls for the banks and insurance companies. We work with six Fortune 500 companies and win by doing what nobody else is willing to do. |
TokenOwl aggregates financial accounts in one place with trustless AI. It lets highly active traders calculate taxes with greater accuracy and generate AI powered insights about their portfolio. Users can execute trades with prompts, build custom dashboards, and query their logs in natural language. |
| Website | https://www.domu.ai/ | https://tokenowl.ai |
| Positives |
"Love the integration options. Works perfectly with our stack."
Emile Fay - 5/5
|
"Clean UI and powerful features. Exactly what we needed."
Miss Meaghan Yost I - 5/5
|
| Negatives |
"Not quite what we expected. Lacking some key features."
Joelle Toy MD - 2/5
|
"Had to switch to a different solution after trying this."
Natalia Kuvalis - 1/5
|
| Details | View Full Review → | View Full Review → |
| Feature |
R
|
|
|---|---|---|
| Rating |
4.3
|
4.1
|
| Reviews | 13 | 12 |
| Description |
Domu automates debt collection calls for the banks and insurance companies. We work with six Fortune 500 companies and win by doing what nobody else is willing to do. |
Remo is building AI copilots for onboarding and compliance teams at financial institutions. We automate highly manual processes like KYB, AML, and Ongoing Monitoring. |
| Website | https://www.domu.ai/ | https://getremo.ai |
| Positives |
"Love the integration options. Works perfectly with our stack."
Emile Fay - 5/5
|
"Well-designed interface and powerful features."
Mrs. Simone Hills - 5/5
|
| Negatives |
"Not quite what we expected. Lacking some key features."
Joelle Toy MD - 2/5
|
"Not quite what we expected. Lacking some key features."
Tabitha Bergnaum - 2/5
|
| Details | View Full Review → | View Full Review → |
| Feature | ||
|---|---|---|
| Rating |
4.3
|
4.0
|
| Reviews | 13 | 10 |
| Description |
Domu automates debt collection calls for the banks and insurance companies. We work with six Fortune 500 companies and win by doing what nobody else is willing to do. |
For money managers to raise their next billion, they dedicate entire teams to spend days filling diligence questionnaires with recycled content. We do it in minutes using AI. Clients include Bridgewater, Coatue, Onex, Urban Partners, Yarra Capital, Axonic, NIAM, Raith Capital, Intl Farming, Hillsdale, White Oak, etc. |
| Website | https://www.domu.ai/ | https://www.governgpt.com/ |
| Positives |
"Love the integration options. Works perfectly with our stack."
Emile Fay - 5/5
|
"Well-designed interface and powerful features."
Dedrick Ferry - 5/5
|
| Negatives |
"Not quite what we expected. Lacking some key features."
Joelle Toy MD - 2/5
|
"Customer support was slow to respond to our issues."
Prof. Keith McLaughlin - 1/5
|
| Details | View Full Review → | View Full Review → |
| Feature |
S
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| Rating |
4.3
|
3.9
|
| Reviews | 13 | 14 |
| Description |
Domu automates debt collection calls for the banks and insurance companies. We work with six Fortune 500 companies and win by doing what nobody else is willing to do. |
Sphinx automates the manual work of compliance analysts. Our AI agents make AML decisions, helping banks and fintech eliminate onboarding bottlenecks. |
| Website | https://www.domu.ai/ | https://sphinxhq.com/ |
| Positives |
"Love the integration options. Works perfectly with our stack."
Emile Fay - 5/5
|
"Really impressed with the features and ease of use."
Arch Schaden - 5/5
|
| Negatives |
"Not quite what we expected. Lacking some key features."
Joelle Toy MD - 2/5
|
"Integration was difficult and documentation was unclear."
Dr. Eddie Heathcote - 1/5
|
| Details | View Full Review → | View Full Review → |
| Feature | ||
|---|---|---|
| Rating |
4.3
|
3.9
|
| Reviews | 13 | 11 |
| Description |
Domu automates debt collection calls for the banks and insurance companies. We work with six Fortune 500 companies and win by doing what nobody else is willing to do. |
Greenboard is building a singular, AI-powered platform to handle management of the entirety of financial firms’ compliance programs, and eventually all back office processes. Today, financial institutions use Greenboard to detect risk using AI and to rip out and replace the bad legacy back office tooling they have wanted to get rid of for years. Greenboard's mission is to enable financial institutions to operate their back office teams at a higher standard, with half of the headcount. We’re starting with compliance |
| Website | https://www.domu.ai/ | https://www.greenboard.com |
| Positives |
"Love the integration options. Works perfectly with our stack."
Emile Fay - 5/5
|
"Solid platform that delivers on its promises."
Dr. Yvonne Huels - 5/5
|
| Negatives |
"Not quite what we expected. Lacking some key features."
Joelle Toy MD - 2/5
|
"Missing important features we need for our workflow."
Destiny Powlowski - 1/5
|
| Details | View Full Review → | View Full Review → |
| Feature |
T
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| Rating |
4.3
|
3.9
|
| Reviews | 13 | 9 |
| Description |
Domu automates debt collection calls for the banks and insurance companies. We work with six Fortune 500 companies and win by doing what nobody else is willing to do. |
Tower accelerates transactional due diligence via an AI-powered, centralized diligence platform. By consolidating disparate diligence workflows, Tower helps lawyers stay organized, spot issues earlier, and close deals faster. |
| Website | https://www.domu.ai/ | https://withtower.com |
| Positives |
"Love the integration options. Works perfectly with our stack."
Emile Fay - 5/5
|
"Switched from our old tool and never looked back."
Finn Kunze - 5/5
|
| Negatives |
"Not quite what we expected. Lacking some key features."
Joelle Toy MD - 2/5
|
"Integration was difficult and documentation was unclear."
Lempi Tromp - 1/5
|
| Details | View Full Review → | View Full Review → |
| Feature |
L
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|---|---|---|
| Rating |
4.3
|
3.9
|
| Reviews | 13 | 7 |
| Description |
Domu automates debt collection calls for the banks and insurance companies. We work with six Fortune 500 companies and win by doing what nobody else is willing to do. |
We’re building the first AI-Native Compliance Firm for RIAs, wealth advisors, and fintechs. We're doing this by blending AI workflows with veteran ex-regulators so we can keep firms SEC/FINRA-ready in minutes, not days. |
| Website | https://www.domu.ai/ | https://luthor.ai |
| Positives |
"Love the integration options. Works perfectly with our stack."
Emile Fay - 5/5
|
"Switched from our old tool and never looked back."
Mrs. Susanna Bashirian - 5/5
|
| Negatives |
"Not quite what we expected. Lacking some key features."
Joelle Toy MD - 2/5
|
"Customer support was slow to respond to our issues."
Dr. Rhea Weber IV - 1/5
|
| Details | View Full Review → | View Full Review → |
| Feature | ||
|---|---|---|
| Rating |
4.3
|
3.8
|
| Reviews | 13 | 12 |
| Description |
Domu automates debt collection calls for the banks and insurance companies. We work with six Fortune 500 companies and win by doing what nobody else is willing to do. |
The world’s most important organizations deserve the world’s best financial infrastructure. We’re here to make sure they do. At Givefront, we've built a modern financial management platform designed specifically for nonprofits. With real-time budgeting, built-in compliance, and easy integrations, we replace the spreadsheets and guesswork with smart, automated systems. By transforming financial operations from reactive to real-time, Givefront empowers nonprofits to control every dollar, protect every grant, and move their missions forward faster, with greater efficiency, transparency, and trust. |
| Website | https://www.domu.ai/ | https://givefront.com |
| Positives |
"Love the integration options. Works perfectly with our stack."
Emile Fay - 5/5
|
"Really impressed with the features and ease of use."
Lazaro Yost - 5/5
|
| Negatives |
"Not quite what we expected. Lacking some key features."
Joelle Toy MD - 2/5
|
"Overpriced for what you get. Better alternatives exist."
Fae Ullrich Jr. - 1/5
|
| Details | View Full Review → | View Full Review → |
| Feature |
D
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| Rating |
4.3
|
3.8
|
| Reviews | 13 | 10 |
| Description |
Domu automates debt collection calls for the banks and insurance companies. We work with six Fortune 500 companies and win by doing what nobody else is willing to do. |
Dimely builds AI agents for B2B SaaS finance teams. Our agents automate and bring visibility to time-consuming and error-prone finance workflows so teams can stay lean and audit-ready. We do this by completing, logging, and reconciling the data work, including converting contracts to invoices, calculating overages, reconciling payments, and streamlining revenue recognition. We pride ourselves in our fast time to value. Dimely seamlessly slots into your existing workflows without requiring a rip and replace, meaning you'll immediately see results from Day 1. Stop spending hours on billing today! |
| Website | https://www.domu.ai/ | https://dimely.com/ |
| Positives |
"Love the integration options. Works perfectly with our stack."
Emile Fay - 5/5
|
"Easy to set up and get started. Very intuitive."
Scotty Aufderhar - 5/5
|
| Negatives |
"Not quite what we expected. Lacking some key features."
Joelle Toy MD - 2/5
|
"Had to switch to a different solution after trying this."
Kay Stracke - 1/5
|
| Details | View Full Review → | View Full Review → |
| Feature | ||
|---|---|---|
| Rating |
4.3
|
3.8
|
| Reviews | 13 | 5 |
| Description |
Domu automates debt collection calls for the banks and insurance companies. We work with six Fortune 500 companies and win by doing what nobody else is willing to do. |
Centauri AI is a modern ETL and Data Science platform for banks and investment firms, starting with Structured Finance. Financial firms heavily rely on Excel, PDF, and PPT files to exchange complex asset details, leading analysts to spend hours crunching the files and extracting insights. Moreover, these data files and reports cannot be easily reused due to poor data infrastructure. Powered by AI, our product cuts hours of data wrangling work down to minutes and makes it possible to query past data easily. This helps firms evaluate assets faster and win more deals. Since launching last month, we've started a pilot with a brokerage team at a public investment bank that now uses our product daily. Aiming to serve over 100,000 investment teams needing complex data analysis for alternative investments, this opens up a potential $5 billion market. |
| Website | https://www.domu.ai/ | https://centauri-ai.tech |
| Positives |
"Love the integration options. Works perfectly with our stack."
Emile Fay - 5/5
|
"Easy to set up and get started. Very intuitive."
Alden Beahan - 5/5
|
| Negatives |
"Not quite what we expected. Lacking some key features."
Joelle Toy MD - 2/5
|
"Too complex for our needs. Not user-friendly."
Mr. Ezra Little - 1/5
|
| Details | View Full Review → | View Full Review → |
| Feature | ||
|---|---|---|
| Rating |
4.3
|
3.5
|
| Reviews | 13 | 4 |
| Description |
Domu automates debt collection calls for the banks and insurance companies. We work with six Fortune 500 companies and win by doing what nobody else is willing to do. |
Intercept lets CPG brands challenge incorrect charges from retail chains. It ingests all of a brand’s fees across their retailer portals and emails, flags the fees that can be disputed, and automates away the mundane tasks involved in fee disputes. What previously took a team of people is now manageable by a single person. |
| Website | https://www.domu.ai/ | https://tryintercept.com/ |
| Positives |
"Love the integration options. Works perfectly with our stack."
Emile Fay - 5/5
|
"Fast, reliable, and constantly improving. Great product!"
Nicolas Effertz - 5/5
|
| Negatives |
"Not quite what we expected. Lacking some key features."
Joelle Toy MD - 2/5
|
"The interface is confusing and needs improvement."
Carrie Lebsack - 2/5
|
| Details | View Full Review → | View Full Review → |
| Feature | ||
|---|---|---|
| Rating |
4.3
|
3.4
|
| Reviews | 13 | 5 |
| Description |
Domu automates debt collection calls for the banks and insurance companies. We work with six Fortune 500 companies and win by doing what nobody else is willing to do. |
Revi helps Investment Banks, PE firms, and Corporate Development teams source new deals. We do this by using agentic workflows to replicate their end-to-end deal origination process, entirely removing the trade-off between precision and scalability. We released the first version of Revi in September 2023 and now have companies like KPMG and platforms backed by KKR and Nordic Capital using our product. |
| Website | https://www.domu.ai/ | https://www.revi.ai/ |
| Positives |
"Love the integration options. Works perfectly with our stack."
Emile Fay - 5/5
|
"Great tool! Exactly what we needed for our workflow."
Katharina Zemlak - 5/5
|
| Negatives |
"Not quite what we expected. Lacking some key features."
Joelle Toy MD - 2/5
|
"Had to switch to a different solution after trying this."
Tanya Kertzmann - 2/5
|
| Details | View Full Review → | View Full Review → |
| Feature | ||
|---|---|---|
| Rating |
4.3
|
3.2
|
| Reviews | 13 | 5 |
| Description |
Domu automates debt collection calls for the banks and insurance companies. We work with six Fortune 500 companies and win by doing what nobody else is willing to do. |
Fintechs, banks, and other institutions managing financial services face constant pressure to reduce costs, enhance customer experience, and ensure regulatory compliance. PathPilot provides the speed of pre-built AI agents combined with the flexibility of full customization. This enables internal teams to remain in full control, designing, deploying, and governing AI solutions independently, without reliance on external vendors. |
| Website | https://www.domu.ai/ | https://www.getpathpilot.com/ |
| Positives |
"Love the integration options. Works perfectly with our stack."
Emile Fay - 5/5
|
"Great price point for the features offered."
Camylle Zieme - 5/5
|
| Negatives |
"Not quite what we expected. Lacking some key features."
Joelle Toy MD - 2/5
|
"Had to switch to a different solution after trying this."
Miss Chanel Dickens - 1/5
|
| Details | View Full Review → | View Full Review → |
| Feature | ||
|---|---|---|
| Rating |
4.3
|
3.2
|
| Reviews | 13 | 5 |
| Description |
Domu automates debt collection calls for the banks and insurance companies. We work with six Fortune 500 companies and win by doing what nobody else is willing to do. |
Historically, quantitative models are domain specific. Brilliant people spend their best years testing features, tuning hyperparameters, and iterating architectures within a narrow domain. But scale is the panacea: large models will find patterns people, and specialized models, could not. Forecasting generalizes. Zoa trains cross-domain event forecasting engines. *Automating Iteration* LLMs, embedded in multi-agent optimization loops and evaluated against fixed policies, can automate the build-test-improve modeling cycle. Think AlphaEvolve for forecasting problems. *Sample-Efficient General Models* Today’s forecasting models are narrowly crafted with deep human priors. But larger models will outperform state-of-the-art specialized models. Unlike existing event models, our models leverage data from across contexts and rely less on human intuition. And compared to LLMs, our models are built with more inductive priors and rely more heavily on inference-time compute, improving sample efficiency. *Why It Matters* In the real economy, our models could be useful for forecasting supply chain volatility, energy supply and demand, even earthquake risk. Science is, Ian Hacking writes, the taming of chance. It is the process of iteratively updating priors (something like: identify uncertainty, conceive experiment to reduce uncertainty, execute, update). If science is uncertainty-reduction, forecasting is a critical measure of progress. Better forecasting improves our ability to select interesting experiments (roughly those with greatest expected uncertainty reduction) and update priors. Our models will be used by labs and academics in data-heavy domains. Sam's ex-girlfriend introduced him to Greg back at Carnegie Mellon in 2017, and while that relationship didn't last, their friendship has. After college, Greg went to Harvard Law School, while Sam worked for three years at Jane Street on their Options desk, building & leading a satellite dev team. |
| Website | https://www.domu.ai/ | https://zoaresearch.com |
| Positives |
"Love the integration options. Works perfectly with our stack."
Emile Fay - 5/5
|
"Excellent customer support and reliable service."
Wilson Fahey - 5/5
|
| Negatives |
"Not quite what we expected. Lacking some key features."
Joelle Toy MD - 2/5
|
"The interface is confusing and needs improvement."
Jerod Williamson - 1/5
|
| Details | View Full Review → | View Full Review → |
| Feature |
K
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| Rating |
4.3
|
4.3
|
| Reviews | 10 | 15 |
| Description |
We’re building the most advanced AI system for making decisions. Our mission is to build a fully autonomous hedge fund that matches the performance of the best portfolio managers on the planet. |
Kastle is an AI voice agent for mortgage servicing. We help servicers collect payments, verify new borrowers, and qualify new loan inquiries over the phone. Rishi and Nitish met at UIUC where they graduated with degrees in systems engineering and computer science. Rishi was the founding Product Manager for Redfin’s Mortgage Marketplace at 22 and grew the business from $3M to $6M in revenue in 9 months. Nitish patented Verkada’s motion search system and was the youngest tech lead at the company at 23. While building Redfin's Mortgage Marketplace Rishi realized traditional lenders didn't have the infrastructure to service online inquiries and were losing customers. Nitish and Rishi are building Kastle to help traditional financial services companies better interface with their customers. |
| Website | https://www.ehl.markets/ | https://kastle.ai/ |
| Positives |
"The team uses it daily. Essential for our operations."
Trisha Boyle - 5/5
|
"Really impressed with the features and ease of use."
Kendrick Treutel - 5/5
|
| Negatives |
"Had to switch to a different solution after trying this."
Leanna Ortiz - 1/5
|
"Performance issues during peak usage times."
Keon Bernier - 2/5
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| Details | View Full Review → | View Full Review → |
| Feature |
C
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| Rating |
4.3
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4.2
|
| Reviews | 10 | 13 |
| Description |
We’re building the most advanced AI system for making decisions. Our mission is to build a fully autonomous hedge fund that matches the performance of the best portfolio managers on the planet. |
Clarus is a SaaS solution focused on Finance. Founded by Y Combinator alumni, this platform provides innovative tools and services to help companies streamline their operations and achieve their goals. Built with modern technology and user experience in mind, Clarus offers scalable solutions for teams of all sizes. |
| Website | https://www.ehl.markets/ | https://www.clarus.finance |
| Positives |
"The team uses it daily. Essential for our operations."
Trisha Boyle - 5/5
|
"Love the integration options. Works perfectly with our stack."
Ciara Littel - 5/5
|
| Negatives |
"Had to switch to a different solution after trying this."
Leanna Ortiz - 1/5
|
"Not quite what we expected. Lacking some key features."
Caitlyn Flatley - 2/5
|
| Details | View Full Review → | View Full Review → |
| Feature | ||
|---|---|---|
| Rating |
4.3
|
4.2
|
| Reviews | 10 | 15 |
| Description |
We’re building the most advanced AI system for making decisions. Our mission is to build a fully autonomous hedge fund that matches the performance of the best portfolio managers on the planet. |
We’re building Kontigo, a USDC Smart Neobank for Latinos in the U.S. and Latin America. We launched our Peer-to-Peer onramp 20 days ago and we’ve already had $540k in deposits, 10k active users and a +300k waitlist. The founding team has built and scaled fintechs in Latam, and it’s ex-Venmo, Nubank, Rappi, MercadoLibre, Ualá, Platzi, and Yuno. We’re already backed by DST Global, Soma Capital, Pioneer Fund, Transpose + 10 YC alums. Sending money to Latin America is just as painful as holding it due to the region's fragmentation into 33 countries with 39 different currencies. On one hand, cross-border payments to Latam are absurdly expensive (up to 20% per transaction). Conversely, over the past decade, currency depreciation across the region has become unsustainable. (some countries surpassing the trillion percent ). Kontigo solves this with a USDC global wallet & a BTC savings account. - Like Venmo, but on-USDC. - Like Zelle, but for cross-border payments. No limits. - Like Nubank & Revolut, but without inflationary currencies. Bitcoin-backed. User wallets are connected to an AI-private banker on WhatsApp to execute international USDC transactions. |
| Website | https://www.ehl.markets/ | https://kontigo.lat/ |
| Positives |
"The team uses it daily. Essential for our operations."
Trisha Boyle - 5/5
|
"Really impressed with the features and ease of use."
Jordane Bechtelar - 5/5
|
| Negatives |
"Had to switch to a different solution after trying this."
Leanna Ortiz - 1/5
|
"Too complex for our needs. Not user-friendly."
Lindsay Stanton - 2/5
|
| Details | View Full Review → | View Full Review → |
| Feature | ||
|---|---|---|
| Rating |
4.3
|
4.2
|
| Reviews | 10 | 10 |
| Description |
We’re building the most advanced AI system for making decisions. Our mission is to build a fully autonomous hedge fund that matches the performance of the best portfolio managers on the planet. |
Keye is an AI software that lets private equity firms do due diligence for acquisitions faster and more accurately. Our customers can evaluate 10x more deals and fund better companies which leads directly to better returns/more alpha. -- Our system is the first of its kind to instantly generate complex, comprehensive data packs from raw data in any format, directly from the data room. This enables investors to gain an 80% understanding of a potential deal within moments, empowering them to say No to a deal earlier in the process and focus on high-potential opportunities. Traditionally, creating these detailed data packs, like cohort or retention analyses and customer roll-forwards, takes weeks, during which critical details may be overlooked, potentially costing funds millions in missed insights and poor decisions. -- Keye combines cutting-edge AI with deep private equity expertise to deliver powerful, multi-layered insights that go far beyond the simple summarizers and search functions offered by other tools. Our platform dives deep into both quantitative and qualitative due diligence data, offering high-impact analytics crafted specifically for private equity workflows. This isn’t just automation, it’s a purpose-built solution that uncovers actionable insights, fueling smarter decisions and driving true alpha. |
| Website | https://www.ehl.markets/ | https://www.keye.co |
| Positives |
"The team uses it daily. Essential for our operations."
Trisha Boyle - 5/5
|
"Switched from our old tool and never looked back."
Rebecca Corwin - 5/5
|
| Negatives |
"Had to switch to a different solution after trying this."
Leanna Ortiz - 1/5
|
"Too complex for our needs. Not user-friendly."
Vern Gulgowski - 2/5
|
| Details | View Full Review → | View Full Review → |
| Feature |
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| Rating |
4.3
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4.2
|
| Reviews | 10 | 10 |
| Description |
We’re building the most advanced AI system for making decisions. Our mission is to build a fully autonomous hedge fund that matches the performance of the best portfolio managers on the planet. |
Rulebase builds AI coworkers that help banks and fintechs review 100% of customer interactions in real time. Our agents flag compliance breaches, high-risk issues, and quality gaps across calls, chats, and emails, then route them to the right teammates. The result: up to 30% fewer escalations and QA cycles reduced from hours to minutes. |
| Website | https://www.ehl.markets/ | https://rulebase.co |
| Positives |
"The team uses it daily. Essential for our operations."
Trisha Boyle - 5/5
|
"Solid platform that delivers on its promises."
Ellsworth Dibbert Jr. - 5/5
|
| Negatives |
"Had to switch to a different solution after trying this."
Leanna Ortiz - 1/5
|
"Too complex for our needs. Not user-friendly."
Dr. Olaf Funk - 2/5
|
| Details | View Full Review → | View Full Review → |
| Feature | ||
|---|---|---|
| Rating |
4.3
|
4.2
|
| Reviews | 10 | 11 |
| Description |
We’re building the most advanced AI system for making decisions. Our mission is to build a fully autonomous hedge fund that matches the performance of the best portfolio managers on the planet. |
Shiboleth automates consumer lending compliance for financial institutions using AI. Banks and fintechs use us to save months of manual work by automating audits and drafting reports for the governments. LLMs allow whole categories of manual compliance processes to be automated in ways that weren’t possible until recently. We are excited to automate back-office operations and enhance consumer protection in one of the most litigious industries. |
| Website | https://www.ehl.markets/ | https://www.shiboleth.ai/ |
| Positives |
"The team uses it daily. Essential for our operations."
Trisha Boyle - 5/5
|
"Solid platform that delivers on its promises."
Ms. Marquise Little Sr. - 5/5
|
| Negatives |
"Had to switch to a different solution after trying this."
Leanna Ortiz - 1/5
|
"Integration was difficult and documentation was unclear."
Mr. Kay Sanford - 1/5
|
| Details | View Full Review → | View Full Review → |
| Feature | ||
|---|---|---|
| Rating |
4.3
|
4.2
|
| Reviews | 10 | 12 |
| Description |
We’re building the most advanced AI system for making decisions. Our mission is to build a fully autonomous hedge fund that matches the performance of the best portfolio managers on the planet. |
CollectWise automates consumer debt collection with AI. Our platform allows creditors and agencies to double their recovery rates while reducing collection costs by 75%. |
| Website | https://www.ehl.markets/ | https://collectwise.com/ |
| Positives |
"The team uses it daily. Essential for our operations."
Trisha Boyle - 5/5
|
"Outstanding performance and great documentation."
Felipa Baumbach - 5/5
|
| Negatives |
"Had to switch to a different solution after trying this."
Leanna Ortiz - 1/5
|
"Integration was difficult and documentation was unclear."
Alyson Stanton - 1/5
|
| Details | View Full Review → | View Full Review → |
| Feature |
A
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|---|---|---|
| Rating |
4.3
|
4.2
|
| Reviews | 10 | 6 |
| Description |
We’re building the most advanced AI system for making decisions. Our mission is to build a fully autonomous hedge fund that matches the performance of the best portfolio managers on the planet. |
We’re building a research lab that puts its ideas to the test in one of the most complex, information-rich environments in the world: the financial markets. Much of trading still depends on hand-crafted signals and intuition. We’re approaching it differently - from first principles. We design systems that learn, adapt, and improve with data. Our infrastructure is built to accelerate research: fast iteration loops, real-time feedback, and direct connection between ideas and outcomes. We’re starting with liquid markets like equities and options - high-dimensional, dynamic systems where traditional pipelines break down. Our goal isn’t just to model them better - it’s to build a platform for experimentation, where every result tightens the loop between theory and practice. If you care about learning systems, clean abstractions, and applying research in the wild - we’re hiring. |
| Website | https://www.ehl.markets/ | https://attimet.com/ |
| Positives |
"The team uses it daily. Essential for our operations."
Trisha Boyle - 5/5
|
"Great tool! Exactly what we needed for our workflow."
Emely Walsh - 5/5
|
| Negatives |
"Had to switch to a different solution after trying this."
Leanna Ortiz - 1/5
|
"Had to switch to a different solution after trying this."
Alyce Volkman - 2/5
|
| Details | View Full Review → | View Full Review → |
| Feature | ||
|---|---|---|
| Rating |
4.3
|
4.1
|
| Reviews | 10 | 7 |
| Description |
We’re building the most advanced AI system for making decisions. Our mission is to build a fully autonomous hedge fund that matches the performance of the best portfolio managers on the planet. |
We’re solving personal finances for a generation that’s been left to figure it all out alone. From managing cash to filing taxes to actually starting to invest, Winford gives everyone the real guidance and tools they need, all in one place. Download our app on the app store to get started! We also offer a cash account (AlphaCash) that goes beyond traditional and high yield savings accounts, allocating your idle dollars into high-quality, short-term bonds through money market funds, personalized for your taxes and goals. Included with Winford subscriptions or available on its own. |
| Website | https://www.ehl.markets/ | https://winfordwealth.com |
| Positives |
"The team uses it daily. Essential for our operations."
Trisha Boyle - 5/5
|
"Switched from our old tool and never looked back."
Baron Prohaska - 5/5
|
| Negatives |
"Had to switch to a different solution after trying this."
Leanna Ortiz - 1/5
|
"The interface is confusing and needs improvement."
Dr. German Marquardt II - 2/5
|
| Details | View Full Review → | View Full Review → |
| Feature |
M
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| Rating |
4.3
|
4.1
|
| Reviews | 10 | 7 |
| Description |
We’re building the most advanced AI system for making decisions. Our mission is to build a fully autonomous hedge fund that matches the performance of the best portfolio managers on the planet. |
Team: Chaz: Founder of Fat Llama YC S17 - Acquired by Hygglo. Responsible for Business and Sales Arns: Founder of Fancy S20 - Acquired by Gopuff, Responsible for tech and product. |
| Website | https://www.ehl.markets/ | https://www.modelml.com/ |
| Positives |
"The team uses it daily. Essential for our operations."
Trisha Boyle - 5/5
|
"Has significantly improved our team's productivity."
Haley Green V - 5/5
|
| Negatives |
"Had to switch to a different solution after trying this."
Leanna Ortiz - 1/5
|
"Integration was difficult and documentation was unclear."
Marlon Pfannerstill - 1/5
|
| Details | View Full Review → | View Full Review → |
| Feature |
T
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|---|---|---|
| Rating |
4.3
|
4.1
|
| Reviews | 10 | 8 |
| Description |
We’re building the most advanced AI system for making decisions. Our mission is to build a fully autonomous hedge fund that matches the performance of the best portfolio managers on the planet. |
TokenOwl aggregates financial accounts in one place with trustless AI. It lets highly active traders calculate taxes with greater accuracy and generate AI powered insights about their portfolio. Users can execute trades with prompts, build custom dashboards, and query their logs in natural language. |
| Website | https://www.ehl.markets/ | https://tokenowl.ai |
| Positives |
"The team uses it daily. Essential for our operations."
Trisha Boyle - 5/5
|
"Clean UI and powerful features. Exactly what we needed."
Miss Meaghan Yost I - 5/5
|
| Negatives |
"Had to switch to a different solution after trying this."
Leanna Ortiz - 1/5
|
"Had to switch to a different solution after trying this."
Natalia Kuvalis - 1/5
|
| Details | View Full Review → | View Full Review → |
| Feature |
R
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|---|---|---|
| Rating |
4.3
|
4.1
|
| Reviews | 10 | 12 |
| Description |
We’re building the most advanced AI system for making decisions. Our mission is to build a fully autonomous hedge fund that matches the performance of the best portfolio managers on the planet. |
Remo is building AI copilots for onboarding and compliance teams at financial institutions. We automate highly manual processes like KYB, AML, and Ongoing Monitoring. |
| Website | https://www.ehl.markets/ | https://getremo.ai |
| Positives |
"The team uses it daily. Essential for our operations."
Trisha Boyle - 5/5
|
"Well-designed interface and powerful features."
Mrs. Simone Hills - 5/5
|
| Negatives |
"Had to switch to a different solution after trying this."
Leanna Ortiz - 1/5
|
"Not quite what we expected. Lacking some key features."
Tabitha Bergnaum - 2/5
|
| Details | View Full Review → | View Full Review → |
| Feature | ||
|---|---|---|
| Rating |
4.3
|
4.0
|
| Reviews | 10 | 10 |
| Description |
We’re building the most advanced AI system for making decisions. Our mission is to build a fully autonomous hedge fund that matches the performance of the best portfolio managers on the planet. |
For money managers to raise their next billion, they dedicate entire teams to spend days filling diligence questionnaires with recycled content. We do it in minutes using AI. Clients include Bridgewater, Coatue, Onex, Urban Partners, Yarra Capital, Axonic, NIAM, Raith Capital, Intl Farming, Hillsdale, White Oak, etc. |
| Website | https://www.ehl.markets/ | https://www.governgpt.com/ |
| Positives |
"The team uses it daily. Essential for our operations."
Trisha Boyle - 5/5
|
"Well-designed interface and powerful features."
Dedrick Ferry - 5/5
|
| Negatives |
"Had to switch to a different solution after trying this."
Leanna Ortiz - 1/5
|
"Customer support was slow to respond to our issues."
Prof. Keith McLaughlin - 1/5
|
| Details | View Full Review → | View Full Review → |
| Feature |
S
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|---|---|---|
| Rating |
4.3
|
3.9
|
| Reviews | 10 | 14 |
| Description |
We’re building the most advanced AI system for making decisions. Our mission is to build a fully autonomous hedge fund that matches the performance of the best portfolio managers on the planet. |
Sphinx automates the manual work of compliance analysts. Our AI agents make AML decisions, helping banks and fintech eliminate onboarding bottlenecks. |
| Website | https://www.ehl.markets/ | https://sphinxhq.com/ |
| Positives |
"The team uses it daily. Essential for our operations."
Trisha Boyle - 5/5
|
"Really impressed with the features and ease of use."
Arch Schaden - 5/5
|
| Negatives |
"Had to switch to a different solution after trying this."
Leanna Ortiz - 1/5
|
"Integration was difficult and documentation was unclear."
Dr. Eddie Heathcote - 1/5
|
| Details | View Full Review → | View Full Review → |
| Feature | ||
|---|---|---|
| Rating |
4.3
|
3.9
|
| Reviews | 10 | 11 |
| Description |
We’re building the most advanced AI system for making decisions. Our mission is to build a fully autonomous hedge fund that matches the performance of the best portfolio managers on the planet. |
Greenboard is building a singular, AI-powered platform to handle management of the entirety of financial firms’ compliance programs, and eventually all back office processes. Today, financial institutions use Greenboard to detect risk using AI and to rip out and replace the bad legacy back office tooling they have wanted to get rid of for years. Greenboard's mission is to enable financial institutions to operate their back office teams at a higher standard, with half of the headcount. We’re starting with compliance |
| Website | https://www.ehl.markets/ | https://www.greenboard.com |
| Positives |
"The team uses it daily. Essential for our operations."
Trisha Boyle - 5/5
|
"Solid platform that delivers on its promises."
Dr. Yvonne Huels - 5/5
|
| Negatives |
"Had to switch to a different solution after trying this."
Leanna Ortiz - 1/5
|
"Missing important features we need for our workflow."
Destiny Powlowski - 1/5
|
| Details | View Full Review → | View Full Review → |
| Feature |
T
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|
|---|---|---|
| Rating |
4.3
|
3.9
|
| Reviews | 10 | 9 |
| Description |
We’re building the most advanced AI system for making decisions. Our mission is to build a fully autonomous hedge fund that matches the performance of the best portfolio managers on the planet. |
Tower accelerates transactional due diligence via an AI-powered, centralized diligence platform. By consolidating disparate diligence workflows, Tower helps lawyers stay organized, spot issues earlier, and close deals faster. |
| Website | https://www.ehl.markets/ | https://withtower.com |
| Positives |
"The team uses it daily. Essential for our operations."
Trisha Boyle - 5/5
|
"Switched from our old tool and never looked back."
Finn Kunze - 5/5
|
| Negatives |
"Had to switch to a different solution after trying this."
Leanna Ortiz - 1/5
|
"Integration was difficult and documentation was unclear."
Lempi Tromp - 1/5
|
| Details | View Full Review → | View Full Review → |
| Feature |
L
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| Rating |
4.3
|
3.9
|
| Reviews | 10 | 7 |
| Description |
We’re building the most advanced AI system for making decisions. Our mission is to build a fully autonomous hedge fund that matches the performance of the best portfolio managers on the planet. |
We’re building the first AI-Native Compliance Firm for RIAs, wealth advisors, and fintechs. We're doing this by blending AI workflows with veteran ex-regulators so we can keep firms SEC/FINRA-ready in minutes, not days. |
| Website | https://www.ehl.markets/ | https://luthor.ai |
| Positives |
"The team uses it daily. Essential for our operations."
Trisha Boyle - 5/5
|
"Switched from our old tool and never looked back."
Mrs. Susanna Bashirian - 5/5
|
| Negatives |
"Had to switch to a different solution after trying this."
Leanna Ortiz - 1/5
|
"Customer support was slow to respond to our issues."
Dr. Rhea Weber IV - 1/5
|
| Details | View Full Review → | View Full Review → |
| Feature | ||
|---|---|---|
| Rating |
4.3
|
3.8
|
| Reviews | 10 | 12 |
| Description |
We’re building the most advanced AI system for making decisions. Our mission is to build a fully autonomous hedge fund that matches the performance of the best portfolio managers on the planet. |
The world’s most important organizations deserve the world’s best financial infrastructure. We’re here to make sure they do. At Givefront, we've built a modern financial management platform designed specifically for nonprofits. With real-time budgeting, built-in compliance, and easy integrations, we replace the spreadsheets and guesswork with smart, automated systems. By transforming financial operations from reactive to real-time, Givefront empowers nonprofits to control every dollar, protect every grant, and move their missions forward faster, with greater efficiency, transparency, and trust. |
| Website | https://www.ehl.markets/ | https://givefront.com |
| Positives |
"The team uses it daily. Essential for our operations."
Trisha Boyle - 5/5
|
"Really impressed with the features and ease of use."
Lazaro Yost - 5/5
|
| Negatives |
"Had to switch to a different solution after trying this."
Leanna Ortiz - 1/5
|
"Overpriced for what you get. Better alternatives exist."
Fae Ullrich Jr. - 1/5
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| Details | View Full Review → | View Full Review → |
| Feature |
D
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| Rating |
4.3
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3.8
|
| Reviews | 10 | 10 |
| Description |
We’re building the most advanced AI system for making decisions. Our mission is to build a fully autonomous hedge fund that matches the performance of the best portfolio managers on the planet. |
Dimely builds AI agents for B2B SaaS finance teams. Our agents automate and bring visibility to time-consuming and error-prone finance workflows so teams can stay lean and audit-ready. We do this by completing, logging, and reconciling the data work, including converting contracts to invoices, calculating overages, reconciling payments, and streamlining revenue recognition. We pride ourselves in our fast time to value. Dimely seamlessly slots into your existing workflows without requiring a rip and replace, meaning you'll immediately see results from Day 1. Stop spending hours on billing today! |
| Website | https://www.ehl.markets/ | https://dimely.com/ |
| Positives |
"The team uses it daily. Essential for our operations."
Trisha Boyle - 5/5
|
"Easy to set up and get started. Very intuitive."
Scotty Aufderhar - 5/5
|
| Negatives |
"Had to switch to a different solution after trying this."
Leanna Ortiz - 1/5
|
"Had to switch to a different solution after trying this."
Kay Stracke - 1/5
|
| Details | View Full Review → | View Full Review → |
| Feature | ||
|---|---|---|
| Rating |
4.3
|
3.8
|
| Reviews | 10 | 5 |
| Description |
We’re building the most advanced AI system for making decisions. Our mission is to build a fully autonomous hedge fund that matches the performance of the best portfolio managers on the planet. |
Centauri AI is a modern ETL and Data Science platform for banks and investment firms, starting with Structured Finance. Financial firms heavily rely on Excel, PDF, and PPT files to exchange complex asset details, leading analysts to spend hours crunching the files and extracting insights. Moreover, these data files and reports cannot be easily reused due to poor data infrastructure. Powered by AI, our product cuts hours of data wrangling work down to minutes and makes it possible to query past data easily. This helps firms evaluate assets faster and win more deals. Since launching last month, we've started a pilot with a brokerage team at a public investment bank that now uses our product daily. Aiming to serve over 100,000 investment teams needing complex data analysis for alternative investments, this opens up a potential $5 billion market. |
| Website | https://www.ehl.markets/ | https://centauri-ai.tech |
| Positives |
"The team uses it daily. Essential for our operations."
Trisha Boyle - 5/5
|
"Easy to set up and get started. Very intuitive."
Alden Beahan - 5/5
|
| Negatives |
"Had to switch to a different solution after trying this."
Leanna Ortiz - 1/5
|
"Too complex for our needs. Not user-friendly."
Mr. Ezra Little - 1/5
|
| Details | View Full Review → | View Full Review → |
| Feature | ||
|---|---|---|
| Rating |
4.3
|
3.5
|
| Reviews | 10 | 4 |
| Description |
We’re building the most advanced AI system for making decisions. Our mission is to build a fully autonomous hedge fund that matches the performance of the best portfolio managers on the planet. |
Intercept lets CPG brands challenge incorrect charges from retail chains. It ingests all of a brand’s fees across their retailer portals and emails, flags the fees that can be disputed, and automates away the mundane tasks involved in fee disputes. What previously took a team of people is now manageable by a single person. |
| Website | https://www.ehl.markets/ | https://tryintercept.com/ |
| Positives |
"The team uses it daily. Essential for our operations."
Trisha Boyle - 5/5
|
"Fast, reliable, and constantly improving. Great product!"
Nicolas Effertz - 5/5
|
| Negatives |
"Had to switch to a different solution after trying this."
Leanna Ortiz - 1/5
|
"The interface is confusing and needs improvement."
Carrie Lebsack - 2/5
|
| Details | View Full Review → | View Full Review → |
| Feature | ||
|---|---|---|
| Rating |
4.3
|
3.4
|
| Reviews | 10 | 5 |
| Description |
We’re building the most advanced AI system for making decisions. Our mission is to build a fully autonomous hedge fund that matches the performance of the best portfolio managers on the planet. |
Revi helps Investment Banks, PE firms, and Corporate Development teams source new deals. We do this by using agentic workflows to replicate their end-to-end deal origination process, entirely removing the trade-off between precision and scalability. We released the first version of Revi in September 2023 and now have companies like KPMG and platforms backed by KKR and Nordic Capital using our product. |
| Website | https://www.ehl.markets/ | https://www.revi.ai/ |
| Positives |
"The team uses it daily. Essential for our operations."
Trisha Boyle - 5/5
|
"Great tool! Exactly what we needed for our workflow."
Katharina Zemlak - 5/5
|
| Negatives |
"Had to switch to a different solution after trying this."
Leanna Ortiz - 1/5
|
"Had to switch to a different solution after trying this."
Tanya Kertzmann - 2/5
|
| Details | View Full Review → | View Full Review → |
| Feature | ||
|---|---|---|
| Rating |
4.3
|
3.2
|
| Reviews | 10 | 5 |
| Description |
We’re building the most advanced AI system for making decisions. Our mission is to build a fully autonomous hedge fund that matches the performance of the best portfolio managers on the planet. |
Fintechs, banks, and other institutions managing financial services face constant pressure to reduce costs, enhance customer experience, and ensure regulatory compliance. PathPilot provides the speed of pre-built AI agents combined with the flexibility of full customization. This enables internal teams to remain in full control, designing, deploying, and governing AI solutions independently, without reliance on external vendors. |
| Website | https://www.ehl.markets/ | https://www.getpathpilot.com/ |
| Positives |
"The team uses it daily. Essential for our operations."
Trisha Boyle - 5/5
|
"Great price point for the features offered."
Camylle Zieme - 5/5
|
| Negatives |
"Had to switch to a different solution after trying this."
Leanna Ortiz - 1/5
|
"Had to switch to a different solution after trying this."
Miss Chanel Dickens - 1/5
|
| Details | View Full Review → | View Full Review → |
| Feature | ||
|---|---|---|
| Rating |
4.3
|
3.2
|
| Reviews | 10 | 5 |
| Description |
We’re building the most advanced AI system for making decisions. Our mission is to build a fully autonomous hedge fund that matches the performance of the best portfolio managers on the planet. |
Historically, quantitative models are domain specific. Brilliant people spend their best years testing features, tuning hyperparameters, and iterating architectures within a narrow domain. But scale is the panacea: large models will find patterns people, and specialized models, could not. Forecasting generalizes. Zoa trains cross-domain event forecasting engines. *Automating Iteration* LLMs, embedded in multi-agent optimization loops and evaluated against fixed policies, can automate the build-test-improve modeling cycle. Think AlphaEvolve for forecasting problems. *Sample-Efficient General Models* Today’s forecasting models are narrowly crafted with deep human priors. But larger models will outperform state-of-the-art specialized models. Unlike existing event models, our models leverage data from across contexts and rely less on human intuition. And compared to LLMs, our models are built with more inductive priors and rely more heavily on inference-time compute, improving sample efficiency. *Why It Matters* In the real economy, our models could be useful for forecasting supply chain volatility, energy supply and demand, even earthquake risk. Science is, Ian Hacking writes, the taming of chance. It is the process of iteratively updating priors (something like: identify uncertainty, conceive experiment to reduce uncertainty, execute, update). If science is uncertainty-reduction, forecasting is a critical measure of progress. Better forecasting improves our ability to select interesting experiments (roughly those with greatest expected uncertainty reduction) and update priors. Our models will be used by labs and academics in data-heavy domains. Sam's ex-girlfriend introduced him to Greg back at Carnegie Mellon in 2017, and while that relationship didn't last, their friendship has. After college, Greg went to Harvard Law School, while Sam worked for three years at Jane Street on their Options desk, building & leading a satellite dev team. |
| Website | https://www.ehl.markets/ | https://zoaresearch.com |
| Positives |
"The team uses it daily. Essential for our operations."
Trisha Boyle - 5/5
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"Excellent customer support and reliable service."
Wilson Fahey - 5/5
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| Negatives |
"Had to switch to a different solution after trying this."
Leanna Ortiz - 1/5
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"The interface is confusing and needs improvement."
Jerod Williamson - 1/5
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| Details | View Full Review → | View Full Review → |
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4.2
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| Reviews | 15 | 13 |
| Description |
Kastle is an AI voice agent for mortgage servicing. We help servicers collect payments, verify new borrowers, and qualify new loan inquiries over the phone. Rishi and Nitish met at UIUC where they graduated with degrees in systems engineering and computer science. Rishi was the founding Product Manager for Redfin’s Mortgage Marketplace at 22 and grew the business from $3M to $6M in revenue in 9 months. Nitish patented Verkada’s motion search system and was the youngest tech lead at the company at 23. While building Redfin's Mortgage Marketplace Rishi realized traditional lenders didn't have the infrastructure to service online inquiries and were losing customers. Nitish and Rishi are building Kastle to help traditional financial services companies better interface with their customers. |
Clarus is a SaaS solution focused on Finance. Founded by Y Combinator alumni, this platform provides innovative tools and services to help companies streamline their operations and achieve their goals. Built with modern technology and user experience in mind, Clarus offers scalable solutions for teams of all sizes. |
| Website | https://kastle.ai/ | https://www.clarus.finance |
| Positives |
"Really impressed with the features and ease of use."
Kendrick Treutel - 5/5
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"Love the integration options. Works perfectly with our stack."
Ciara Littel - 5/5
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| Negatives |
"Performance issues during peak usage times."
Keon Bernier - 2/5
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"Not quite what we expected. Lacking some key features."
Caitlyn Flatley - 2/5
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| Details | View Full Review → | View Full Review → |
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4.3
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4.2
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| Reviews | 15 | 15 |
| Description |
Kastle is an AI voice agent for mortgage servicing. We help servicers collect payments, verify new borrowers, and qualify new loan inquiries over the phone. Rishi and Nitish met at UIUC where they graduated with degrees in systems engineering and computer science. Rishi was the founding Product Manager for Redfin’s Mortgage Marketplace at 22 and grew the business from $3M to $6M in revenue in 9 months. Nitish patented Verkada’s motion search system and was the youngest tech lead at the company at 23. While building Redfin's Mortgage Marketplace Rishi realized traditional lenders didn't have the infrastructure to service online inquiries and were losing customers. Nitish and Rishi are building Kastle to help traditional financial services companies better interface with their customers. |
We’re building Kontigo, a USDC Smart Neobank for Latinos in the U.S. and Latin America. We launched our Peer-to-Peer onramp 20 days ago and we’ve already had $540k in deposits, 10k active users and a +300k waitlist. The founding team has built and scaled fintechs in Latam, and it’s ex-Venmo, Nubank, Rappi, MercadoLibre, Ualá, Platzi, and Yuno. We’re already backed by DST Global, Soma Capital, Pioneer Fund, Transpose + 10 YC alums. Sending money to Latin America is just as painful as holding it due to the region's fragmentation into 33 countries with 39 different currencies. On one hand, cross-border payments to Latam are absurdly expensive (up to 20% per transaction). Conversely, over the past decade, currency depreciation across the region has become unsustainable. (some countries surpassing the trillion percent ). Kontigo solves this with a USDC global wallet & a BTC savings account. - Like Venmo, but on-USDC. - Like Zelle, but for cross-border payments. No limits. - Like Nubank & Revolut, but without inflationary currencies. Bitcoin-backed. User wallets are connected to an AI-private banker on WhatsApp to execute international USDC transactions. |
| Website | https://kastle.ai/ | https://kontigo.lat/ |
| Positives |
"Really impressed with the features and ease of use."
Kendrick Treutel - 5/5
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"Really impressed with the features and ease of use."
Jordane Bechtelar - 5/5
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| Negatives |
"Performance issues during peak usage times."
Keon Bernier - 2/5
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"Too complex for our needs. Not user-friendly."
Lindsay Stanton - 2/5
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| Details | View Full Review → | View Full Review → |
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4.3
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4.2
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| Reviews | 15 | 10 |
| Description |
Kastle is an AI voice agent for mortgage servicing. We help servicers collect payments, verify new borrowers, and qualify new loan inquiries over the phone. Rishi and Nitish met at UIUC where they graduated with degrees in systems engineering and computer science. Rishi was the founding Product Manager for Redfin’s Mortgage Marketplace at 22 and grew the business from $3M to $6M in revenue in 9 months. Nitish patented Verkada’s motion search system and was the youngest tech lead at the company at 23. While building Redfin's Mortgage Marketplace Rishi realized traditional lenders didn't have the infrastructure to service online inquiries and were losing customers. Nitish and Rishi are building Kastle to help traditional financial services companies better interface with their customers. |
Keye is an AI software that lets private equity firms do due diligence for acquisitions faster and more accurately. Our customers can evaluate 10x more deals and fund better companies which leads directly to better returns/more alpha. -- Our system is the first of its kind to instantly generate complex, comprehensive data packs from raw data in any format, directly from the data room. This enables investors to gain an 80% understanding of a potential deal within moments, empowering them to say No to a deal earlier in the process and focus on high-potential opportunities. Traditionally, creating these detailed data packs, like cohort or retention analyses and customer roll-forwards, takes weeks, during which critical details may be overlooked, potentially costing funds millions in missed insights and poor decisions. -- Keye combines cutting-edge AI with deep private equity expertise to deliver powerful, multi-layered insights that go far beyond the simple summarizers and search functions offered by other tools. Our platform dives deep into both quantitative and qualitative due diligence data, offering high-impact analytics crafted specifically for private equity workflows. This isn’t just automation, it’s a purpose-built solution that uncovers actionable insights, fueling smarter decisions and driving true alpha. |
| Website | https://kastle.ai/ | https://www.keye.co |
| Positives |
"Really impressed with the features and ease of use."
Kendrick Treutel - 5/5
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"Switched from our old tool and never looked back."
Rebecca Corwin - 5/5
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| Negatives |
"Performance issues during peak usage times."
Keon Bernier - 2/5
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"Too complex for our needs. Not user-friendly."
Vern Gulgowski - 2/5
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| Details | View Full Review → | View Full Review → |
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4.2
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| Reviews | 15 | 10 |
| Description |
Kastle is an AI voice agent for mortgage servicing. We help servicers collect payments, verify new borrowers, and qualify new loan inquiries over the phone. Rishi and Nitish met at UIUC where they graduated with degrees in systems engineering and computer science. Rishi was the founding Product Manager for Redfin’s Mortgage Marketplace at 22 and grew the business from $3M to $6M in revenue in 9 months. Nitish patented Verkada’s motion search system and was the youngest tech lead at the company at 23. While building Redfin's Mortgage Marketplace Rishi realized traditional lenders didn't have the infrastructure to service online inquiries and were losing customers. Nitish and Rishi are building Kastle to help traditional financial services companies better interface with their customers. |
Rulebase builds AI coworkers that help banks and fintechs review 100% of customer interactions in real time. Our agents flag compliance breaches, high-risk issues, and quality gaps across calls, chats, and emails, then route them to the right teammates. The result: up to 30% fewer escalations and QA cycles reduced from hours to minutes. |
| Website | https://kastle.ai/ | https://rulebase.co |
| Positives |
"Really impressed with the features and ease of use."
Kendrick Treutel - 5/5
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"Solid platform that delivers on its promises."
Ellsworth Dibbert Jr. - 5/5
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| Negatives |
"Performance issues during peak usage times."
Keon Bernier - 2/5
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"Too complex for our needs. Not user-friendly."
Dr. Olaf Funk - 2/5
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| Details | View Full Review → | View Full Review → |
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| Rating |
4.3
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4.2
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| Reviews | 15 | 11 |
| Description |
Kastle is an AI voice agent for mortgage servicing. We help servicers collect payments, verify new borrowers, and qualify new loan inquiries over the phone. Rishi and Nitish met at UIUC where they graduated with degrees in systems engineering and computer science. Rishi was the founding Product Manager for Redfin’s Mortgage Marketplace at 22 and grew the business from $3M to $6M in revenue in 9 months. Nitish patented Verkada’s motion search system and was the youngest tech lead at the company at 23. While building Redfin's Mortgage Marketplace Rishi realized traditional lenders didn't have the infrastructure to service online inquiries and were losing customers. Nitish and Rishi are building Kastle to help traditional financial services companies better interface with their customers. |
Shiboleth automates consumer lending compliance for financial institutions using AI. Banks and fintechs use us to save months of manual work by automating audits and drafting reports for the governments. LLMs allow whole categories of manual compliance processes to be automated in ways that weren’t possible until recently. We are excited to automate back-office operations and enhance consumer protection in one of the most litigious industries. |
| Website | https://kastle.ai/ | https://www.shiboleth.ai/ |
| Positives |
"Really impressed with the features and ease of use."
Kendrick Treutel - 5/5
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"Solid platform that delivers on its promises."
Ms. Marquise Little Sr. - 5/5
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| Negatives |
"Performance issues during peak usage times."
Keon Bernier - 2/5
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"Integration was difficult and documentation was unclear."
Mr. Kay Sanford - 1/5
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| Details | View Full Review → | View Full Review → |
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| Rating |
4.3
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4.2
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| Reviews | 15 | 12 |
| Description |
Kastle is an AI voice agent for mortgage servicing. We help servicers collect payments, verify new borrowers, and qualify new loan inquiries over the phone. Rishi and Nitish met at UIUC where they graduated with degrees in systems engineering and computer science. Rishi was the founding Product Manager for Redfin’s Mortgage Marketplace at 22 and grew the business from $3M to $6M in revenue in 9 months. Nitish patented Verkada’s motion search system and was the youngest tech lead at the company at 23. While building Redfin's Mortgage Marketplace Rishi realized traditional lenders didn't have the infrastructure to service online inquiries and were losing customers. Nitish and Rishi are building Kastle to help traditional financial services companies better interface with their customers. |
CollectWise automates consumer debt collection with AI. Our platform allows creditors and agencies to double their recovery rates while reducing collection costs by 75%. |
| Website | https://kastle.ai/ | https://collectwise.com/ |
| Positives |
"Really impressed with the features and ease of use."
Kendrick Treutel - 5/5
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"Outstanding performance and great documentation."
Felipa Baumbach - 5/5
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| Negatives |
"Performance issues during peak usage times."
Keon Bernier - 2/5
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"Integration was difficult and documentation was unclear."
Alyson Stanton - 1/5
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| Details | View Full Review → | View Full Review → |
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| Rating |
4.3
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4.2
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| Reviews | 15 | 6 |
| Description |
Kastle is an AI voice agent for mortgage servicing. We help servicers collect payments, verify new borrowers, and qualify new loan inquiries over the phone. Rishi and Nitish met at UIUC where they graduated with degrees in systems engineering and computer science. Rishi was the founding Product Manager for Redfin’s Mortgage Marketplace at 22 and grew the business from $3M to $6M in revenue in 9 months. Nitish patented Verkada’s motion search system and was the youngest tech lead at the company at 23. While building Redfin's Mortgage Marketplace Rishi realized traditional lenders didn't have the infrastructure to service online inquiries and were losing customers. Nitish and Rishi are building Kastle to help traditional financial services companies better interface with their customers. |
We’re building a research lab that puts its ideas to the test in one of the most complex, information-rich environments in the world: the financial markets. Much of trading still depends on hand-crafted signals and intuition. We’re approaching it differently - from first principles. We design systems that learn, adapt, and improve with data. Our infrastructure is built to accelerate research: fast iteration loops, real-time feedback, and direct connection between ideas and outcomes. We’re starting with liquid markets like equities and options - high-dimensional, dynamic systems where traditional pipelines break down. Our goal isn’t just to model them better - it’s to build a platform for experimentation, where every result tightens the loop between theory and practice. If you care about learning systems, clean abstractions, and applying research in the wild - we’re hiring. |
| Website | https://kastle.ai/ | https://attimet.com/ |
| Positives |
"Really impressed with the features and ease of use."
Kendrick Treutel - 5/5
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"Great tool! Exactly what we needed for our workflow."
Emely Walsh - 5/5
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| Negatives |
"Performance issues during peak usage times."
Keon Bernier - 2/5
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"Had to switch to a different solution after trying this."
Alyce Volkman - 2/5
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| Details | View Full Review → | View Full Review → |
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4.3
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4.1
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| Reviews | 15 | 7 |
| Description |
Kastle is an AI voice agent for mortgage servicing. We help servicers collect payments, verify new borrowers, and qualify new loan inquiries over the phone. Rishi and Nitish met at UIUC where they graduated with degrees in systems engineering and computer science. Rishi was the founding Product Manager for Redfin’s Mortgage Marketplace at 22 and grew the business from $3M to $6M in revenue in 9 months. Nitish patented Verkada’s motion search system and was the youngest tech lead at the company at 23. While building Redfin's Mortgage Marketplace Rishi realized traditional lenders didn't have the infrastructure to service online inquiries and were losing customers. Nitish and Rishi are building Kastle to help traditional financial services companies better interface with their customers. |
We’re solving personal finances for a generation that’s been left to figure it all out alone. From managing cash to filing taxes to actually starting to invest, Winford gives everyone the real guidance and tools they need, all in one place. Download our app on the app store to get started! We also offer a cash account (AlphaCash) that goes beyond traditional and high yield savings accounts, allocating your idle dollars into high-quality, short-term bonds through money market funds, personalized for your taxes and goals. Included with Winford subscriptions or available on its own. |
| Website | https://kastle.ai/ | https://winfordwealth.com |
| Positives |
"Really impressed with the features and ease of use."
Kendrick Treutel - 5/5
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"Switched from our old tool and never looked back."
Baron Prohaska - 5/5
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| Negatives |
"Performance issues during peak usage times."
Keon Bernier - 2/5
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"The interface is confusing and needs improvement."
Dr. German Marquardt II - 2/5
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| Details | View Full Review → | View Full Review → |
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| Rating |
4.3
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4.1
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| Reviews | 15 | 7 |
| Description |
Kastle is an AI voice agent for mortgage servicing. We help servicers collect payments, verify new borrowers, and qualify new loan inquiries over the phone. Rishi and Nitish met at UIUC where they graduated with degrees in systems engineering and computer science. Rishi was the founding Product Manager for Redfin’s Mortgage Marketplace at 22 and grew the business from $3M to $6M in revenue in 9 months. Nitish patented Verkada’s motion search system and was the youngest tech lead at the company at 23. While building Redfin's Mortgage Marketplace Rishi realized traditional lenders didn't have the infrastructure to service online inquiries and were losing customers. Nitish and Rishi are building Kastle to help traditional financial services companies better interface with their customers. |
Team: Chaz: Founder of Fat Llama YC S17 - Acquired by Hygglo. Responsible for Business and Sales Arns: Founder of Fancy S20 - Acquired by Gopuff, Responsible for tech and product. |
| Website | https://kastle.ai/ | https://www.modelml.com/ |
| Positives |
"Really impressed with the features and ease of use."
Kendrick Treutel - 5/5
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"Has significantly improved our team's productivity."
Haley Green V - 5/5
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| Negatives |
"Performance issues during peak usage times."
Keon Bernier - 2/5
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"Integration was difficult and documentation was unclear."
Marlon Pfannerstill - 1/5
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| Details | View Full Review → | View Full Review → |
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4.3
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4.1
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| Reviews | 15 | 8 |
| Description |
Kastle is an AI voice agent for mortgage servicing. We help servicers collect payments, verify new borrowers, and qualify new loan inquiries over the phone. Rishi and Nitish met at UIUC where they graduated with degrees in systems engineering and computer science. Rishi was the founding Product Manager for Redfin’s Mortgage Marketplace at 22 and grew the business from $3M to $6M in revenue in 9 months. Nitish patented Verkada’s motion search system and was the youngest tech lead at the company at 23. While building Redfin's Mortgage Marketplace Rishi realized traditional lenders didn't have the infrastructure to service online inquiries and were losing customers. Nitish and Rishi are building Kastle to help traditional financial services companies better interface with their customers. |
TokenOwl aggregates financial accounts in one place with trustless AI. It lets highly active traders calculate taxes with greater accuracy and generate AI powered insights about their portfolio. Users can execute trades with prompts, build custom dashboards, and query their logs in natural language. |
| Website | https://kastle.ai/ | https://tokenowl.ai |
| Positives |
"Really impressed with the features and ease of use."
Kendrick Treutel - 5/5
|
"Clean UI and powerful features. Exactly what we needed."
Miss Meaghan Yost I - 5/5
|
| Negatives |
"Performance issues during peak usage times."
Keon Bernier - 2/5
|
"Had to switch to a different solution after trying this."
Natalia Kuvalis - 1/5
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| Details | View Full Review → | View Full Review → |
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| Rating |
4.3
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4.1
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| Reviews | 15 | 12 |
| Description |
Kastle is an AI voice agent for mortgage servicing. We help servicers collect payments, verify new borrowers, and qualify new loan inquiries over the phone. Rishi and Nitish met at UIUC where they graduated with degrees in systems engineering and computer science. Rishi was the founding Product Manager for Redfin’s Mortgage Marketplace at 22 and grew the business from $3M to $6M in revenue in 9 months. Nitish patented Verkada’s motion search system and was the youngest tech lead at the company at 23. While building Redfin's Mortgage Marketplace Rishi realized traditional lenders didn't have the infrastructure to service online inquiries and were losing customers. Nitish and Rishi are building Kastle to help traditional financial services companies better interface with their customers. |
Remo is building AI copilots for onboarding and compliance teams at financial institutions. We automate highly manual processes like KYB, AML, and Ongoing Monitoring. |
| Website | https://kastle.ai/ | https://getremo.ai |
| Positives |
"Really impressed with the features and ease of use."
Kendrick Treutel - 5/5
|
"Well-designed interface and powerful features."
Mrs. Simone Hills - 5/5
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| Negatives |
"Performance issues during peak usage times."
Keon Bernier - 2/5
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"Not quite what we expected. Lacking some key features."
Tabitha Bergnaum - 2/5
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| Details | View Full Review → | View Full Review → |
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| Rating |
4.3
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4.0
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| Reviews | 15 | 10 |
| Description |
Kastle is an AI voice agent for mortgage servicing. We help servicers collect payments, verify new borrowers, and qualify new loan inquiries over the phone. Rishi and Nitish met at UIUC where they graduated with degrees in systems engineering and computer science. Rishi was the founding Product Manager for Redfin’s Mortgage Marketplace at 22 and grew the business from $3M to $6M in revenue in 9 months. Nitish patented Verkada’s motion search system and was the youngest tech lead at the company at 23. While building Redfin's Mortgage Marketplace Rishi realized traditional lenders didn't have the infrastructure to service online inquiries and were losing customers. Nitish and Rishi are building Kastle to help traditional financial services companies better interface with their customers. |
For money managers to raise their next billion, they dedicate entire teams to spend days filling diligence questionnaires with recycled content. We do it in minutes using AI. Clients include Bridgewater, Coatue, Onex, Urban Partners, Yarra Capital, Axonic, NIAM, Raith Capital, Intl Farming, Hillsdale, White Oak, etc. |
| Website | https://kastle.ai/ | https://www.governgpt.com/ |
| Positives |
"Really impressed with the features and ease of use."
Kendrick Treutel - 5/5
|
"Well-designed interface and powerful features."
Dedrick Ferry - 5/5
|
| Negatives |
"Performance issues during peak usage times."
Keon Bernier - 2/5
|
"Customer support was slow to respond to our issues."
Prof. Keith McLaughlin - 1/5
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| Details | View Full Review → | View Full Review → |
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| Rating |
4.3
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3.9
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| Reviews | 15 | 14 |
| Description |
Kastle is an AI voice agent for mortgage servicing. We help servicers collect payments, verify new borrowers, and qualify new loan inquiries over the phone. Rishi and Nitish met at UIUC where they graduated with degrees in systems engineering and computer science. Rishi was the founding Product Manager for Redfin’s Mortgage Marketplace at 22 and grew the business from $3M to $6M in revenue in 9 months. Nitish patented Verkada’s motion search system and was the youngest tech lead at the company at 23. While building Redfin's Mortgage Marketplace Rishi realized traditional lenders didn't have the infrastructure to service online inquiries and were losing customers. Nitish and Rishi are building Kastle to help traditional financial services companies better interface with their customers. |
Sphinx automates the manual work of compliance analysts. Our AI agents make AML decisions, helping banks and fintech eliminate onboarding bottlenecks. |
| Website | https://kastle.ai/ | https://sphinxhq.com/ |
| Positives |
"Really impressed with the features and ease of use."
Kendrick Treutel - 5/5
|
"Really impressed with the features and ease of use."
Arch Schaden - 5/5
|
| Negatives |
"Performance issues during peak usage times."
Keon Bernier - 2/5
|
"Integration was difficult and documentation was unclear."
Dr. Eddie Heathcote - 1/5
|
| Details | View Full Review → | View Full Review → |
Kastle vs Greenboard
| Feature |
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| Rating |
4.3
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3.9
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| Reviews | 15 | 11 |
| Description |
Kastle is an AI voice agent for mortgage servicing. We help servicers collect payments, verify new borrowers, and qualify new loan inquiries over the phone. Rishi and Nitish met at UIUC where they graduated with degrees in systems engineering and computer science. Rishi was the founding Product Manager for Redfin’s Mortgage Marketplace at 22 and grew the business from $3M to $6M in revenue in 9 months. Nitish patented Verkada’s motion search system and was the youngest tech lead at the company at 23. While building Redfin's Mortgage Marketplace Rishi realized traditional lenders didn't have the infrastructure to service online inquiries and were losing customers. Nitish and Rishi are building Kastle to help traditional financial services companies better interface with their customers. |
Greenboard is building a singular, AI-powered platform to handle management of the entirety of financial firms’ compliance programs, and eventually all back office processes. Today, financial institutions use Greenboard to detect risk using AI and to rip out and replace the bad legacy back office tooling they have wanted to get rid of for years. Greenboard's mission is to enable financial institutions to operate their back office teams at a higher standard, with half of the headcount. We’re starting with compliance |
| Website | https://kastle.ai/ | https://www.greenboard.com |
| Positives |
"Really impressed with the features and ease of use."
Kendrick Treutel - 5/5
|
"Solid platform that delivers on its promises."
Dr. Yvonne Huels - 5/5
|
| Negatives |
"Performance issues during peak usage times."
Keon Bernier - 2/5
|
"Missing important features we need for our workflow."
Destiny Powlowski - 1/5
|
| Details | View Full Review → | View Full Review → |
| Feature |
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| Rating |
4.3
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3.9
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| Reviews | 15 | 9 |
| Description |
Kastle is an AI voice agent for mortgage servicing. We help servicers collect payments, verify new borrowers, and qualify new loan inquiries over the phone. Rishi and Nitish met at UIUC where they graduated with degrees in systems engineering and computer science. Rishi was the founding Product Manager for Redfin’s Mortgage Marketplace at 22 and grew the business from $3M to $6M in revenue in 9 months. Nitish patented Verkada’s motion search system and was the youngest tech lead at the company at 23. While building Redfin's Mortgage Marketplace Rishi realized traditional lenders didn't have the infrastructure to service online inquiries and were losing customers. Nitish and Rishi are building Kastle to help traditional financial services companies better interface with their customers. |
Tower accelerates transactional due diligence via an AI-powered, centralized diligence platform. By consolidating disparate diligence workflows, Tower helps lawyers stay organized, spot issues earlier, and close deals faster. |
| Website | https://kastle.ai/ | https://withtower.com |
| Positives |
"Really impressed with the features and ease of use."
Kendrick Treutel - 5/5
|
"Switched from our old tool and never looked back."
Finn Kunze - 5/5
|
| Negatives |
"Performance issues during peak usage times."
Keon Bernier - 2/5
|
"Integration was difficult and documentation was unclear."
Lempi Tromp - 1/5
|
| Details | View Full Review → | View Full Review → |
| Feature |
K
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L
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| Rating |
4.3
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3.9
|
| Reviews | 15 | 7 |
| Description |
Kastle is an AI voice agent for mortgage servicing. We help servicers collect payments, verify new borrowers, and qualify new loan inquiries over the phone. Rishi and Nitish met at UIUC where they graduated with degrees in systems engineering and computer science. Rishi was the founding Product Manager for Redfin’s Mortgage Marketplace at 22 and grew the business from $3M to $6M in revenue in 9 months. Nitish patented Verkada’s motion search system and was the youngest tech lead at the company at 23. While building Redfin's Mortgage Marketplace Rishi realized traditional lenders didn't have the infrastructure to service online inquiries and were losing customers. Nitish and Rishi are building Kastle to help traditional financial services companies better interface with their customers. |
We’re building the first AI-Native Compliance Firm for RIAs, wealth advisors, and fintechs. We're doing this by blending AI workflows with veteran ex-regulators so we can keep firms SEC/FINRA-ready in minutes, not days. |
| Website | https://kastle.ai/ | https://luthor.ai |
| Positives |
"Really impressed with the features and ease of use."
Kendrick Treutel - 5/5
|
"Switched from our old tool and never looked back."
Mrs. Susanna Bashirian - 5/5
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| Negatives |
"Performance issues during peak usage times."
Keon Bernier - 2/5
|
"Customer support was slow to respond to our issues."
Dr. Rhea Weber IV - 1/5
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| Details | View Full Review → | View Full Review → |
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4.3
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3.8
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| Reviews | 15 | 12 |
| Description |
Kastle is an AI voice agent for mortgage servicing. We help servicers collect payments, verify new borrowers, and qualify new loan inquiries over the phone. Rishi and Nitish met at UIUC where they graduated with degrees in systems engineering and computer science. Rishi was the founding Product Manager for Redfin’s Mortgage Marketplace at 22 and grew the business from $3M to $6M in revenue in 9 months. Nitish patented Verkada’s motion search system and was the youngest tech lead at the company at 23. While building Redfin's Mortgage Marketplace Rishi realized traditional lenders didn't have the infrastructure to service online inquiries and were losing customers. Nitish and Rishi are building Kastle to help traditional financial services companies better interface with their customers. |
The world’s most important organizations deserve the world’s best financial infrastructure. We’re here to make sure they do. At Givefront, we've built a modern financial management platform designed specifically for nonprofits. With real-time budgeting, built-in compliance, and easy integrations, we replace the spreadsheets and guesswork with smart, automated systems. By transforming financial operations from reactive to real-time, Givefront empowers nonprofits to control every dollar, protect every grant, and move their missions forward faster, with greater efficiency, transparency, and trust. |
| Website | https://kastle.ai/ | https://givefront.com |
| Positives |
"Really impressed with the features and ease of use."
Kendrick Treutel - 5/5
|
"Really impressed with the features and ease of use."
Lazaro Yost - 5/5
|
| Negatives |
"Performance issues during peak usage times."
Keon Bernier - 2/5
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"Overpriced for what you get. Better alternatives exist."
Fae Ullrich Jr. - 1/5
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| Details | View Full Review → | View Full Review → |
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3.8
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| Reviews | 15 | 10 |
| Description |
Kastle is an AI voice agent for mortgage servicing. We help servicers collect payments, verify new borrowers, and qualify new loan inquiries over the phone. Rishi and Nitish met at UIUC where they graduated with degrees in systems engineering and computer science. Rishi was the founding Product Manager for Redfin’s Mortgage Marketplace at 22 and grew the business from $3M to $6M in revenue in 9 months. Nitish patented Verkada’s motion search system and was the youngest tech lead at the company at 23. While building Redfin's Mortgage Marketplace Rishi realized traditional lenders didn't have the infrastructure to service online inquiries and were losing customers. Nitish and Rishi are building Kastle to help traditional financial services companies better interface with their customers. |
Dimely builds AI agents for B2B SaaS finance teams. Our agents automate and bring visibility to time-consuming and error-prone finance workflows so teams can stay lean and audit-ready. We do this by completing, logging, and reconciling the data work, including converting contracts to invoices, calculating overages, reconciling payments, and streamlining revenue recognition. We pride ourselves in our fast time to value. Dimely seamlessly slots into your existing workflows without requiring a rip and replace, meaning you'll immediately see results from Day 1. Stop spending hours on billing today! |
| Website | https://kastle.ai/ | https://dimely.com/ |
| Positives |
"Really impressed with the features and ease of use."
Kendrick Treutel - 5/5
|
"Easy to set up and get started. Very intuitive."
Scotty Aufderhar - 5/5
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| Negatives |
"Performance issues during peak usage times."
Keon Bernier - 2/5
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"Had to switch to a different solution after trying this."
Kay Stracke - 1/5
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| Details | View Full Review → | View Full Review → |
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| Rating |
4.3
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3.8
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| Reviews | 15 | 5 |
| Description |
Kastle is an AI voice agent for mortgage servicing. We help servicers collect payments, verify new borrowers, and qualify new loan inquiries over the phone. Rishi and Nitish met at UIUC where they graduated with degrees in systems engineering and computer science. Rishi was the founding Product Manager for Redfin’s Mortgage Marketplace at 22 and grew the business from $3M to $6M in revenue in 9 months. Nitish patented Verkada’s motion search system and was the youngest tech lead at the company at 23. While building Redfin's Mortgage Marketplace Rishi realized traditional lenders didn't have the infrastructure to service online inquiries and were losing customers. Nitish and Rishi are building Kastle to help traditional financial services companies better interface with their customers. |
Centauri AI is a modern ETL and Data Science platform for banks and investment firms, starting with Structured Finance. Financial firms heavily rely on Excel, PDF, and PPT files to exchange complex asset details, leading analysts to spend hours crunching the files and extracting insights. Moreover, these data files and reports cannot be easily reused due to poor data infrastructure. Powered by AI, our product cuts hours of data wrangling work down to minutes and makes it possible to query past data easily. This helps firms evaluate assets faster and win more deals. Since launching last month, we've started a pilot with a brokerage team at a public investment bank that now uses our product daily. Aiming to serve over 100,000 investment teams needing complex data analysis for alternative investments, this opens up a potential $5 billion market. |
| Website | https://kastle.ai/ | https://centauri-ai.tech |
| Positives |
"Really impressed with the features and ease of use."
Kendrick Treutel - 5/5
|
"Easy to set up and get started. Very intuitive."
Alden Beahan - 5/5
|
| Negatives |
"Performance issues during peak usage times."
Keon Bernier - 2/5
|
"Too complex for our needs. Not user-friendly."
Mr. Ezra Little - 1/5
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| Details | View Full Review → | View Full Review → |
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| Rating |
4.3
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3.5
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| Reviews | 15 | 4 |
| Description |
Kastle is an AI voice agent for mortgage servicing. We help servicers collect payments, verify new borrowers, and qualify new loan inquiries over the phone. Rishi and Nitish met at UIUC where they graduated with degrees in systems engineering and computer science. Rishi was the founding Product Manager for Redfin’s Mortgage Marketplace at 22 and grew the business from $3M to $6M in revenue in 9 months. Nitish patented Verkada’s motion search system and was the youngest tech lead at the company at 23. While building Redfin's Mortgage Marketplace Rishi realized traditional lenders didn't have the infrastructure to service online inquiries and were losing customers. Nitish and Rishi are building Kastle to help traditional financial services companies better interface with their customers. |
Intercept lets CPG brands challenge incorrect charges from retail chains. It ingests all of a brand’s fees across their retailer portals and emails, flags the fees that can be disputed, and automates away the mundane tasks involved in fee disputes. What previously took a team of people is now manageable by a single person. |
| Website | https://kastle.ai/ | https://tryintercept.com/ |
| Positives |
"Really impressed with the features and ease of use."
Kendrick Treutel - 5/5
|
"Fast, reliable, and constantly improving. Great product!"
Nicolas Effertz - 5/5
|
| Negatives |
"Performance issues during peak usage times."
Keon Bernier - 2/5
|
"The interface is confusing and needs improvement."
Carrie Lebsack - 2/5
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| Details | View Full Review → | View Full Review → |
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| Rating |
4.3
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3.4
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| Reviews | 15 | 5 |
| Description |
Kastle is an AI voice agent for mortgage servicing. We help servicers collect payments, verify new borrowers, and qualify new loan inquiries over the phone. Rishi and Nitish met at UIUC where they graduated with degrees in systems engineering and computer science. Rishi was the founding Product Manager for Redfin’s Mortgage Marketplace at 22 and grew the business from $3M to $6M in revenue in 9 months. Nitish patented Verkada’s motion search system and was the youngest tech lead at the company at 23. While building Redfin's Mortgage Marketplace Rishi realized traditional lenders didn't have the infrastructure to service online inquiries and were losing customers. Nitish and Rishi are building Kastle to help traditional financial services companies better interface with their customers. |
Revi helps Investment Banks, PE firms, and Corporate Development teams source new deals. We do this by using agentic workflows to replicate their end-to-end deal origination process, entirely removing the trade-off between precision and scalability. We released the first version of Revi in September 2023 and now have companies like KPMG and platforms backed by KKR and Nordic Capital using our product. |
| Website | https://kastle.ai/ | https://www.revi.ai/ |
| Positives |
"Really impressed with the features and ease of use."
Kendrick Treutel - 5/5
|
"Great tool! Exactly what we needed for our workflow."
Katharina Zemlak - 5/5
|
| Negatives |
"Performance issues during peak usage times."
Keon Bernier - 2/5
|
"Had to switch to a different solution after trying this."
Tanya Kertzmann - 2/5
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| Details | View Full Review → | View Full Review → |
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| Rating |
4.3
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3.2
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| Reviews | 15 | 5 |
| Description |
Kastle is an AI voice agent for mortgage servicing. We help servicers collect payments, verify new borrowers, and qualify new loan inquiries over the phone. Rishi and Nitish met at UIUC where they graduated with degrees in systems engineering and computer science. Rishi was the founding Product Manager for Redfin’s Mortgage Marketplace at 22 and grew the business from $3M to $6M in revenue in 9 months. Nitish patented Verkada’s motion search system and was the youngest tech lead at the company at 23. While building Redfin's Mortgage Marketplace Rishi realized traditional lenders didn't have the infrastructure to service online inquiries and were losing customers. Nitish and Rishi are building Kastle to help traditional financial services companies better interface with their customers. |
Fintechs, banks, and other institutions managing financial services face constant pressure to reduce costs, enhance customer experience, and ensure regulatory compliance. PathPilot provides the speed of pre-built AI agents combined with the flexibility of full customization. This enables internal teams to remain in full control, designing, deploying, and governing AI solutions independently, without reliance on external vendors. |
| Website | https://kastle.ai/ | https://www.getpathpilot.com/ |
| Positives |
"Really impressed with the features and ease of use."
Kendrick Treutel - 5/5
|
"Great price point for the features offered."
Camylle Zieme - 5/5
|
| Negatives |
"Performance issues during peak usage times."
Keon Bernier - 2/5
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"Had to switch to a different solution after trying this."
Miss Chanel Dickens - 1/5
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| Details | View Full Review → | View Full Review → |
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| Rating |
4.3
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3.2
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| Reviews | 15 | 5 |
| Description |
Kastle is an AI voice agent for mortgage servicing. We help servicers collect payments, verify new borrowers, and qualify new loan inquiries over the phone. Rishi and Nitish met at UIUC where they graduated with degrees in systems engineering and computer science. Rishi was the founding Product Manager for Redfin’s Mortgage Marketplace at 22 and grew the business from $3M to $6M in revenue in 9 months. Nitish patented Verkada’s motion search system and was the youngest tech lead at the company at 23. While building Redfin's Mortgage Marketplace Rishi realized traditional lenders didn't have the infrastructure to service online inquiries and were losing customers. Nitish and Rishi are building Kastle to help traditional financial services companies better interface with their customers. |
Historically, quantitative models are domain specific. Brilliant people spend their best years testing features, tuning hyperparameters, and iterating architectures within a narrow domain. But scale is the panacea: large models will find patterns people, and specialized models, could not. Forecasting generalizes. Zoa trains cross-domain event forecasting engines. *Automating Iteration* LLMs, embedded in multi-agent optimization loops and evaluated against fixed policies, can automate the build-test-improve modeling cycle. Think AlphaEvolve for forecasting problems. *Sample-Efficient General Models* Today’s forecasting models are narrowly crafted with deep human priors. But larger models will outperform state-of-the-art specialized models. Unlike existing event models, our models leverage data from across contexts and rely less on human intuition. And compared to LLMs, our models are built with more inductive priors and rely more heavily on inference-time compute, improving sample efficiency. *Why It Matters* In the real economy, our models could be useful for forecasting supply chain volatility, energy supply and demand, even earthquake risk. Science is, Ian Hacking writes, the taming of chance. It is the process of iteratively updating priors (something like: identify uncertainty, conceive experiment to reduce uncertainty, execute, update). If science is uncertainty-reduction, forecasting is a critical measure of progress. Better forecasting improves our ability to select interesting experiments (roughly those with greatest expected uncertainty reduction) and update priors. Our models will be used by labs and academics in data-heavy domains. Sam's ex-girlfriend introduced him to Greg back at Carnegie Mellon in 2017, and while that relationship didn't last, their friendship has. After college, Greg went to Harvard Law School, while Sam worked for three years at Jane Street on their Options desk, building & leading a satellite dev team. |
| Website | https://kastle.ai/ | https://zoaresearch.com |
| Positives |
"Really impressed with the features and ease of use."
Kendrick Treutel - 5/5
|
"Excellent customer support and reliable service."
Wilson Fahey - 5/5
|
| Negatives |
"Performance issues during peak usage times."
Keon Bernier - 2/5
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"The interface is confusing and needs improvement."
Jerod Williamson - 1/5
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| Details | View Full Review → | View Full Review → |
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4.2
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| Reviews | 13 | 15 |
| Description |
Clarus is a SaaS solution focused on Finance. Founded by Y Combinator alumni, this platform provides innovative tools and services to help companies streamline their operations and achieve their goals. Built with modern technology and user experience in mind, Clarus offers scalable solutions for teams of all sizes. |
We’re building Kontigo, a USDC Smart Neobank for Latinos in the U.S. and Latin America. We launched our Peer-to-Peer onramp 20 days ago and we’ve already had $540k in deposits, 10k active users and a +300k waitlist. The founding team has built and scaled fintechs in Latam, and it’s ex-Venmo, Nubank, Rappi, MercadoLibre, Ualá, Platzi, and Yuno. We’re already backed by DST Global, Soma Capital, Pioneer Fund, Transpose + 10 YC alums. Sending money to Latin America is just as painful as holding it due to the region's fragmentation into 33 countries with 39 different currencies. On one hand, cross-border payments to Latam are absurdly expensive (up to 20% per transaction). Conversely, over the past decade, currency depreciation across the region has become unsustainable. (some countries surpassing the trillion percent ). Kontigo solves this with a USDC global wallet & a BTC savings account. - Like Venmo, but on-USDC. - Like Zelle, but for cross-border payments. No limits. - Like Nubank & Revolut, but without inflationary currencies. Bitcoin-backed. User wallets are connected to an AI-private banker on WhatsApp to execute international USDC transactions. |
| Website | https://www.clarus.finance | https://kontigo.lat/ |
| Positives |
"Love the integration options. Works perfectly with our stack."
Ciara Littel - 5/5
|
"Really impressed with the features and ease of use."
Jordane Bechtelar - 5/5
|
| Negatives |
"Not quite what we expected. Lacking some key features."
Caitlyn Flatley - 2/5
|
"Too complex for our needs. Not user-friendly."
Lindsay Stanton - 2/5
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| Details | View Full Review → | View Full Review → |
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| Rating |
4.2
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4.2
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| Reviews | 13 | 10 |
| Description |
Clarus is a SaaS solution focused on Finance. Founded by Y Combinator alumni, this platform provides innovative tools and services to help companies streamline their operations and achieve their goals. Built with modern technology and user experience in mind, Clarus offers scalable solutions for teams of all sizes. |
Keye is an AI software that lets private equity firms do due diligence for acquisitions faster and more accurately. Our customers can evaluate 10x more deals and fund better companies which leads directly to better returns/more alpha. -- Our system is the first of its kind to instantly generate complex, comprehensive data packs from raw data in any format, directly from the data room. This enables investors to gain an 80% understanding of a potential deal within moments, empowering them to say No to a deal earlier in the process and focus on high-potential opportunities. Traditionally, creating these detailed data packs, like cohort or retention analyses and customer roll-forwards, takes weeks, during which critical details may be overlooked, potentially costing funds millions in missed insights and poor decisions. -- Keye combines cutting-edge AI with deep private equity expertise to deliver powerful, multi-layered insights that go far beyond the simple summarizers and search functions offered by other tools. Our platform dives deep into both quantitative and qualitative due diligence data, offering high-impact analytics crafted specifically for private equity workflows. This isn’t just automation, it’s a purpose-built solution that uncovers actionable insights, fueling smarter decisions and driving true alpha. |
| Website | https://www.clarus.finance | https://www.keye.co |
| Positives |
"Love the integration options. Works perfectly with our stack."
Ciara Littel - 5/5
|
"Switched from our old tool and never looked back."
Rebecca Corwin - 5/5
|
| Negatives |
"Not quite what we expected. Lacking some key features."
Caitlyn Flatley - 2/5
|
"Too complex for our needs. Not user-friendly."
Vern Gulgowski - 2/5
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| Details | View Full Review → | View Full Review → |
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4.2
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| Reviews | 13 | 10 |
| Description |
Clarus is a SaaS solution focused on Finance. Founded by Y Combinator alumni, this platform provides innovative tools and services to help companies streamline their operations and achieve their goals. Built with modern technology and user experience in mind, Clarus offers scalable solutions for teams of all sizes. |
Rulebase builds AI coworkers that help banks and fintechs review 100% of customer interactions in real time. Our agents flag compliance breaches, high-risk issues, and quality gaps across calls, chats, and emails, then route them to the right teammates. The result: up to 30% fewer escalations and QA cycles reduced from hours to minutes. |
| Website | https://www.clarus.finance | https://rulebase.co |
| Positives |
"Love the integration options. Works perfectly with our stack."
Ciara Littel - 5/5
|
"Solid platform that delivers on its promises."
Ellsworth Dibbert Jr. - 5/5
|
| Negatives |
"Not quite what we expected. Lacking some key features."
Caitlyn Flatley - 2/5
|
"Too complex for our needs. Not user-friendly."
Dr. Olaf Funk - 2/5
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| Details | View Full Review → | View Full Review → |
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| Rating |
4.2
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4.2
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| Reviews | 13 | 11 |
| Description |
Clarus is a SaaS solution focused on Finance. Founded by Y Combinator alumni, this platform provides innovative tools and services to help companies streamline their operations and achieve their goals. Built with modern technology and user experience in mind, Clarus offers scalable solutions for teams of all sizes. |
Shiboleth automates consumer lending compliance for financial institutions using AI. Banks and fintechs use us to save months of manual work by automating audits and drafting reports for the governments. LLMs allow whole categories of manual compliance processes to be automated in ways that weren’t possible until recently. We are excited to automate back-office operations and enhance consumer protection in one of the most litigious industries. |
| Website | https://www.clarus.finance | https://www.shiboleth.ai/ |
| Positives |
"Love the integration options. Works perfectly with our stack."
Ciara Littel - 5/5
|
"Solid platform that delivers on its promises."
Ms. Marquise Little Sr. - 5/5
|
| Negatives |
"Not quite what we expected. Lacking some key features."
Caitlyn Flatley - 2/5
|
"Integration was difficult and documentation was unclear."
Mr. Kay Sanford - 1/5
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| Details | View Full Review → | View Full Review → |
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| Rating |
4.2
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4.2
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| Reviews | 13 | 12 |
| Description |
Clarus is a SaaS solution focused on Finance. Founded by Y Combinator alumni, this platform provides innovative tools and services to help companies streamline their operations and achieve their goals. Built with modern technology and user experience in mind, Clarus offers scalable solutions for teams of all sizes. |
CollectWise automates consumer debt collection with AI. Our platform allows creditors and agencies to double their recovery rates while reducing collection costs by 75%. |
| Website | https://www.clarus.finance | https://collectwise.com/ |
| Positives |
"Love the integration options. Works perfectly with our stack."
Ciara Littel - 5/5
|
"Outstanding performance and great documentation."
Felipa Baumbach - 5/5
|
| Negatives |
"Not quite what we expected. Lacking some key features."
Caitlyn Flatley - 2/5
|
"Integration was difficult and documentation was unclear."
Alyson Stanton - 1/5
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| Details | View Full Review → | View Full Review → |
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| Rating |
4.2
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4.2
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| Reviews | 13 | 6 |
| Description |
Clarus is a SaaS solution focused on Finance. Founded by Y Combinator alumni, this platform provides innovative tools and services to help companies streamline their operations and achieve their goals. Built with modern technology and user experience in mind, Clarus offers scalable solutions for teams of all sizes. |
We’re building a research lab that puts its ideas to the test in one of the most complex, information-rich environments in the world: the financial markets. Much of trading still depends on hand-crafted signals and intuition. We’re approaching it differently - from first principles. We design systems that learn, adapt, and improve with data. Our infrastructure is built to accelerate research: fast iteration loops, real-time feedback, and direct connection between ideas and outcomes. We’re starting with liquid markets like equities and options - high-dimensional, dynamic systems where traditional pipelines break down. Our goal isn’t just to model them better - it’s to build a platform for experimentation, where every result tightens the loop between theory and practice. If you care about learning systems, clean abstractions, and applying research in the wild - we’re hiring. |
| Website | https://www.clarus.finance | https://attimet.com/ |
| Positives |
"Love the integration options. Works perfectly with our stack."
Ciara Littel - 5/5
|
"Great tool! Exactly what we needed for our workflow."
Emely Walsh - 5/5
|
| Negatives |
"Not quite what we expected. Lacking some key features."
Caitlyn Flatley - 2/5
|
"Had to switch to a different solution after trying this."
Alyce Volkman - 2/5
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| Details | View Full Review → | View Full Review → |
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| Rating |
4.2
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4.1
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| Reviews | 13 | 7 |
| Description |
Clarus is a SaaS solution focused on Finance. Founded by Y Combinator alumni, this platform provides innovative tools and services to help companies streamline their operations and achieve their goals. Built with modern technology and user experience in mind, Clarus offers scalable solutions for teams of all sizes. |
We’re solving personal finances for a generation that’s been left to figure it all out alone. From managing cash to filing taxes to actually starting to invest, Winford gives everyone the real guidance and tools they need, all in one place. Download our app on the app store to get started! We also offer a cash account (AlphaCash) that goes beyond traditional and high yield savings accounts, allocating your idle dollars into high-quality, short-term bonds through money market funds, personalized for your taxes and goals. Included with Winford subscriptions or available on its own. |
| Website | https://www.clarus.finance | https://winfordwealth.com |
| Positives |
"Love the integration options. Works perfectly with our stack."
Ciara Littel - 5/5
|
"Switched from our old tool and never looked back."
Baron Prohaska - 5/5
|
| Negatives |
"Not quite what we expected. Lacking some key features."
Caitlyn Flatley - 2/5
|
"The interface is confusing and needs improvement."
Dr. German Marquardt II - 2/5
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| Details | View Full Review → | View Full Review → |
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4.1
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| Reviews | 13 | 7 |
| Description |
Clarus is a SaaS solution focused on Finance. Founded by Y Combinator alumni, this platform provides innovative tools and services to help companies streamline their operations and achieve their goals. Built with modern technology and user experience in mind, Clarus offers scalable solutions for teams of all sizes. |
Team: Chaz: Founder of Fat Llama YC S17 - Acquired by Hygglo. Responsible for Business and Sales Arns: Founder of Fancy S20 - Acquired by Gopuff, Responsible for tech and product. |
| Website | https://www.clarus.finance | https://www.modelml.com/ |
| Positives |
"Love the integration options. Works perfectly with our stack."
Ciara Littel - 5/5
|
"Has significantly improved our team's productivity."
Haley Green V - 5/5
|
| Negatives |
"Not quite what we expected. Lacking some key features."
Caitlyn Flatley - 2/5
|
"Integration was difficult and documentation was unclear."
Marlon Pfannerstill - 1/5
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| Details | View Full Review → | View Full Review → |
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4.2
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4.1
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| Reviews | 13 | 8 |
| Description |
Clarus is a SaaS solution focused on Finance. Founded by Y Combinator alumni, this platform provides innovative tools and services to help companies streamline their operations and achieve their goals. Built with modern technology and user experience in mind, Clarus offers scalable solutions for teams of all sizes. |
TokenOwl aggregates financial accounts in one place with trustless AI. It lets highly active traders calculate taxes with greater accuracy and generate AI powered insights about their portfolio. Users can execute trades with prompts, build custom dashboards, and query their logs in natural language. |
| Website | https://www.clarus.finance | https://tokenowl.ai |
| Positives |
"Love the integration options. Works perfectly with our stack."
Ciara Littel - 5/5
|
"Clean UI and powerful features. Exactly what we needed."
Miss Meaghan Yost I - 5/5
|
| Negatives |
"Not quite what we expected. Lacking some key features."
Caitlyn Flatley - 2/5
|
"Had to switch to a different solution after trying this."
Natalia Kuvalis - 1/5
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| Details | View Full Review → | View Full Review → |
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4.2
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4.1
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| Reviews | 13 | 12 |
| Description |
Clarus is a SaaS solution focused on Finance. Founded by Y Combinator alumni, this platform provides innovative tools and services to help companies streamline their operations and achieve their goals. Built with modern technology and user experience in mind, Clarus offers scalable solutions for teams of all sizes. |
Remo is building AI copilots for onboarding and compliance teams at financial institutions. We automate highly manual processes like KYB, AML, and Ongoing Monitoring. |
| Website | https://www.clarus.finance | https://getremo.ai |
| Positives |
"Love the integration options. Works perfectly with our stack."
Ciara Littel - 5/5
|
"Well-designed interface and powerful features."
Mrs. Simone Hills - 5/5
|
| Negatives |
"Not quite what we expected. Lacking some key features."
Caitlyn Flatley - 2/5
|
"Not quite what we expected. Lacking some key features."
Tabitha Bergnaum - 2/5
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| Details | View Full Review → | View Full Review → |
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| Rating |
4.2
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4.0
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| Reviews | 13 | 10 |
| Description |
Clarus is a SaaS solution focused on Finance. Founded by Y Combinator alumni, this platform provides innovative tools and services to help companies streamline their operations and achieve their goals. Built with modern technology and user experience in mind, Clarus offers scalable solutions for teams of all sizes. |
For money managers to raise their next billion, they dedicate entire teams to spend days filling diligence questionnaires with recycled content. We do it in minutes using AI. Clients include Bridgewater, Coatue, Onex, Urban Partners, Yarra Capital, Axonic, NIAM, Raith Capital, Intl Farming, Hillsdale, White Oak, etc. |
| Website | https://www.clarus.finance | https://www.governgpt.com/ |
| Positives |
"Love the integration options. Works perfectly with our stack."
Ciara Littel - 5/5
|
"Well-designed interface and powerful features."
Dedrick Ferry - 5/5
|
| Negatives |
"Not quite what we expected. Lacking some key features."
Caitlyn Flatley - 2/5
|
"Customer support was slow to respond to our issues."
Prof. Keith McLaughlin - 1/5
|
| Details | View Full Review → | View Full Review → |
| Feature |
C
|
S
|
|---|---|---|
| Rating |
4.2
|
3.9
|
| Reviews | 13 | 14 |
| Description |
Clarus is a SaaS solution focused on Finance. Founded by Y Combinator alumni, this platform provides innovative tools and services to help companies streamline their operations and achieve their goals. Built with modern technology and user experience in mind, Clarus offers scalable solutions for teams of all sizes. |
Sphinx automates the manual work of compliance analysts. Our AI agents make AML decisions, helping banks and fintech eliminate onboarding bottlenecks. |
| Website | https://www.clarus.finance | https://sphinxhq.com/ |
| Positives |
"Love the integration options. Works perfectly with our stack."
Ciara Littel - 5/5
|
"Really impressed with the features and ease of use."
Arch Schaden - 5/5
|
| Negatives |
"Not quite what we expected. Lacking some key features."
Caitlyn Flatley - 2/5
|
"Integration was difficult and documentation was unclear."
Dr. Eddie Heathcote - 1/5
|
| Details | View Full Review → | View Full Review → |
Clarus vs Greenboard
| Feature |
C
|
|
|---|---|---|
| Rating |
4.2
|
3.9
|
| Reviews | 13 | 11 |
| Description |
Clarus is a SaaS solution focused on Finance. Founded by Y Combinator alumni, this platform provides innovative tools and services to help companies streamline their operations and achieve their goals. Built with modern technology and user experience in mind, Clarus offers scalable solutions for teams of all sizes. |
Greenboard is building a singular, AI-powered platform to handle management of the entirety of financial firms’ compliance programs, and eventually all back office processes. Today, financial institutions use Greenboard to detect risk using AI and to rip out and replace the bad legacy back office tooling they have wanted to get rid of for years. Greenboard's mission is to enable financial institutions to operate their back office teams at a higher standard, with half of the headcount. We’re starting with compliance |
| Website | https://www.clarus.finance | https://www.greenboard.com |
| Positives |
"Love the integration options. Works perfectly with our stack."
Ciara Littel - 5/5
|
"Solid platform that delivers on its promises."
Dr. Yvonne Huels - 5/5
|
| Negatives |
"Not quite what we expected. Lacking some key features."
Caitlyn Flatley - 2/5
|
"Missing important features we need for our workflow."
Destiny Powlowski - 1/5
|
| Details | View Full Review → | View Full Review → |
| Feature |
C
|
T
|
|---|---|---|
| Rating |
4.2
|
3.9
|
| Reviews | 13 | 9 |
| Description |
Clarus is a SaaS solution focused on Finance. Founded by Y Combinator alumni, this platform provides innovative tools and services to help companies streamline their operations and achieve their goals. Built with modern technology and user experience in mind, Clarus offers scalable solutions for teams of all sizes. |
Tower accelerates transactional due diligence via an AI-powered, centralized diligence platform. By consolidating disparate diligence workflows, Tower helps lawyers stay organized, spot issues earlier, and close deals faster. |
| Website | https://www.clarus.finance | https://withtower.com |
| Positives |
"Love the integration options. Works perfectly with our stack."
Ciara Littel - 5/5
|
"Switched from our old tool and never looked back."
Finn Kunze - 5/5
|
| Negatives |
"Not quite what we expected. Lacking some key features."
Caitlyn Flatley - 2/5
|
"Integration was difficult and documentation was unclear."
Lempi Tromp - 1/5
|
| Details | View Full Review → | View Full Review → |
| Feature |
C
|
L
|
|---|---|---|
| Rating |
4.2
|
3.9
|
| Reviews | 13 | 7 |
| Description |
Clarus is a SaaS solution focused on Finance. Founded by Y Combinator alumni, this platform provides innovative tools and services to help companies streamline their operations and achieve their goals. Built with modern technology and user experience in mind, Clarus offers scalable solutions for teams of all sizes. |
We’re building the first AI-Native Compliance Firm for RIAs, wealth advisors, and fintechs. We're doing this by blending AI workflows with veteran ex-regulators so we can keep firms SEC/FINRA-ready in minutes, not days. |
| Website | https://www.clarus.finance | https://luthor.ai |
| Positives |
"Love the integration options. Works perfectly with our stack."
Ciara Littel - 5/5
|
"Switched from our old tool and never looked back."
Mrs. Susanna Bashirian - 5/5
|
| Negatives |
"Not quite what we expected. Lacking some key features."
Caitlyn Flatley - 2/5
|
"Customer support was slow to respond to our issues."
Dr. Rhea Weber IV - 1/5
|
| Details | View Full Review → | View Full Review → |
| Feature |
C
|
|
|---|---|---|
| Rating |
4.2
|
3.8
|
| Reviews | 13 | 12 |
| Description |
Clarus is a SaaS solution focused on Finance. Founded by Y Combinator alumni, this platform provides innovative tools and services to help companies streamline their operations and achieve their goals. Built with modern technology and user experience in mind, Clarus offers scalable solutions for teams of all sizes. |
The world’s most important organizations deserve the world’s best financial infrastructure. We’re here to make sure they do. At Givefront, we've built a modern financial management platform designed specifically for nonprofits. With real-time budgeting, built-in compliance, and easy integrations, we replace the spreadsheets and guesswork with smart, automated systems. By transforming financial operations from reactive to real-time, Givefront empowers nonprofits to control every dollar, protect every grant, and move their missions forward faster, with greater efficiency, transparency, and trust. |
| Website | https://www.clarus.finance | https://givefront.com |
| Positives |
"Love the integration options. Works perfectly with our stack."
Ciara Littel - 5/5
|
"Really impressed with the features and ease of use."
Lazaro Yost - 5/5
|
| Negatives |
"Not quite what we expected. Lacking some key features."
Caitlyn Flatley - 2/5
|
"Overpriced for what you get. Better alternatives exist."
Fae Ullrich Jr. - 1/5
|
| Details | View Full Review → | View Full Review → |
| Feature |
C
|
D
|
|---|---|---|
| Rating |
4.2
|
3.8
|
| Reviews | 13 | 10 |
| Description |
Clarus is a SaaS solution focused on Finance. Founded by Y Combinator alumni, this platform provides innovative tools and services to help companies streamline their operations and achieve their goals. Built with modern technology and user experience in mind, Clarus offers scalable solutions for teams of all sizes. |
Dimely builds AI agents for B2B SaaS finance teams. Our agents automate and bring visibility to time-consuming and error-prone finance workflows so teams can stay lean and audit-ready. We do this by completing, logging, and reconciling the data work, including converting contracts to invoices, calculating overages, reconciling payments, and streamlining revenue recognition. We pride ourselves in our fast time to value. Dimely seamlessly slots into your existing workflows without requiring a rip and replace, meaning you'll immediately see results from Day 1. Stop spending hours on billing today! |
| Website | https://www.clarus.finance | https://dimely.com/ |
| Positives |
"Love the integration options. Works perfectly with our stack."
Ciara Littel - 5/5
|
"Easy to set up and get started. Very intuitive."
Scotty Aufderhar - 5/5
|
| Negatives |
"Not quite what we expected. Lacking some key features."
Caitlyn Flatley - 2/5
|
"Had to switch to a different solution after trying this."
Kay Stracke - 1/5
|
| Details | View Full Review → | View Full Review → |
| Feature |
C
|
|
|---|---|---|
| Rating |
4.2
|
3.8
|
| Reviews | 13 | 5 |
| Description |
Clarus is a SaaS solution focused on Finance. Founded by Y Combinator alumni, this platform provides innovative tools and services to help companies streamline their operations and achieve their goals. Built with modern technology and user experience in mind, Clarus offers scalable solutions for teams of all sizes. |
Centauri AI is a modern ETL and Data Science platform for banks and investment firms, starting with Structured Finance. Financial firms heavily rely on Excel, PDF, and PPT files to exchange complex asset details, leading analysts to spend hours crunching the files and extracting insights. Moreover, these data files and reports cannot be easily reused due to poor data infrastructure. Powered by AI, our product cuts hours of data wrangling work down to minutes and makes it possible to query past data easily. This helps firms evaluate assets faster and win more deals. Since launching last month, we've started a pilot with a brokerage team at a public investment bank that now uses our product daily. Aiming to serve over 100,000 investment teams needing complex data analysis for alternative investments, this opens up a potential $5 billion market. |
| Website | https://www.clarus.finance | https://centauri-ai.tech |
| Positives |
"Love the integration options. Works perfectly with our stack."
Ciara Littel - 5/5
|
"Easy to set up and get started. Very intuitive."
Alden Beahan - 5/5
|
| Negatives |
"Not quite what we expected. Lacking some key features."
Caitlyn Flatley - 2/5
|
"Too complex for our needs. Not user-friendly."
Mr. Ezra Little - 1/5
|
| Details | View Full Review → | View Full Review → |
| Feature |
C
|
|
|---|---|---|
| Rating |
4.2
|
3.5
|
| Reviews | 13 | 4 |
| Description |
Clarus is a SaaS solution focused on Finance. Founded by Y Combinator alumni, this platform provides innovative tools and services to help companies streamline their operations and achieve their goals. Built with modern technology and user experience in mind, Clarus offers scalable solutions for teams of all sizes. |
Intercept lets CPG brands challenge incorrect charges from retail chains. It ingests all of a brand’s fees across their retailer portals and emails, flags the fees that can be disputed, and automates away the mundane tasks involved in fee disputes. What previously took a team of people is now manageable by a single person. |
| Website | https://www.clarus.finance | https://tryintercept.com/ |
| Positives |
"Love the integration options. Works perfectly with our stack."
Ciara Littel - 5/5
|
"Fast, reliable, and constantly improving. Great product!"
Nicolas Effertz - 5/5
|
| Negatives |
"Not quite what we expected. Lacking some key features."
Caitlyn Flatley - 2/5
|
"The interface is confusing and needs improvement."
Carrie Lebsack - 2/5
|
| Details | View Full Review → | View Full Review → |
| Feature |
C
|
|
|---|---|---|
| Rating |
4.2
|
3.4
|
| Reviews | 13 | 5 |
| Description |
Clarus is a SaaS solution focused on Finance. Founded by Y Combinator alumni, this platform provides innovative tools and services to help companies streamline their operations and achieve their goals. Built with modern technology and user experience in mind, Clarus offers scalable solutions for teams of all sizes. |
Revi helps Investment Banks, PE firms, and Corporate Development teams source new deals. We do this by using agentic workflows to replicate their end-to-end deal origination process, entirely removing the trade-off between precision and scalability. We released the first version of Revi in September 2023 and now have companies like KPMG and platforms backed by KKR and Nordic Capital using our product. |
| Website | https://www.clarus.finance | https://www.revi.ai/ |
| Positives |
"Love the integration options. Works perfectly with our stack."
Ciara Littel - 5/5
|
"Great tool! Exactly what we needed for our workflow."
Katharina Zemlak - 5/5
|
| Negatives |
"Not quite what we expected. Lacking some key features."
Caitlyn Flatley - 2/5
|
"Had to switch to a different solution after trying this."
Tanya Kertzmann - 2/5
|
| Details | View Full Review → | View Full Review → |
| Feature |
C
|
|
|---|---|---|
| Rating |
4.2
|
3.2
|
| Reviews | 13 | 5 |
| Description |
Clarus is a SaaS solution focused on Finance. Founded by Y Combinator alumni, this platform provides innovative tools and services to help companies streamline their operations and achieve their goals. Built with modern technology and user experience in mind, Clarus offers scalable solutions for teams of all sizes. |
Fintechs, banks, and other institutions managing financial services face constant pressure to reduce costs, enhance customer experience, and ensure regulatory compliance. PathPilot provides the speed of pre-built AI agents combined with the flexibility of full customization. This enables internal teams to remain in full control, designing, deploying, and governing AI solutions independently, without reliance on external vendors. |
| Website | https://www.clarus.finance | https://www.getpathpilot.com/ |
| Positives |
"Love the integration options. Works perfectly with our stack."
Ciara Littel - 5/5
|
"Great price point for the features offered."
Camylle Zieme - 5/5
|
| Negatives |
"Not quite what we expected. Lacking some key features."
Caitlyn Flatley - 2/5
|
"Had to switch to a different solution after trying this."
Miss Chanel Dickens - 1/5
|
| Details | View Full Review → | View Full Review → |
| Feature |
C
|
|
|---|---|---|
| Rating |
4.2
|
3.2
|
| Reviews | 13 | 5 |
| Description |
Clarus is a SaaS solution focused on Finance. Founded by Y Combinator alumni, this platform provides innovative tools and services to help companies streamline their operations and achieve their goals. Built with modern technology and user experience in mind, Clarus offers scalable solutions for teams of all sizes. |
Historically, quantitative models are domain specific. Brilliant people spend their best years testing features, tuning hyperparameters, and iterating architectures within a narrow domain. But scale is the panacea: large models will find patterns people, and specialized models, could not. Forecasting generalizes. Zoa trains cross-domain event forecasting engines. *Automating Iteration* LLMs, embedded in multi-agent optimization loops and evaluated against fixed policies, can automate the build-test-improve modeling cycle. Think AlphaEvolve for forecasting problems. *Sample-Efficient General Models* Today’s forecasting models are narrowly crafted with deep human priors. But larger models will outperform state-of-the-art specialized models. Unlike existing event models, our models leverage data from across contexts and rely less on human intuition. And compared to LLMs, our models are built with more inductive priors and rely more heavily on inference-time compute, improving sample efficiency. *Why It Matters* In the real economy, our models could be useful for forecasting supply chain volatility, energy supply and demand, even earthquake risk. Science is, Ian Hacking writes, the taming of chance. It is the process of iteratively updating priors (something like: identify uncertainty, conceive experiment to reduce uncertainty, execute, update). If science is uncertainty-reduction, forecasting is a critical measure of progress. Better forecasting improves our ability to select interesting experiments (roughly those with greatest expected uncertainty reduction) and update priors. Our models will be used by labs and academics in data-heavy domains. Sam's ex-girlfriend introduced him to Greg back at Carnegie Mellon in 2017, and while that relationship didn't last, their friendship has. After college, Greg went to Harvard Law School, while Sam worked for three years at Jane Street on their Options desk, building & leading a satellite dev team. |
| Website | https://www.clarus.finance | https://zoaresearch.com |
| Positives |
"Love the integration options. Works perfectly with our stack."
Ciara Littel - 5/5
|
"Excellent customer support and reliable service."
Wilson Fahey - 5/5
|
| Negatives |
"Not quite what we expected. Lacking some key features."
Caitlyn Flatley - 2/5
|
"The interface is confusing and needs improvement."
Jerod Williamson - 1/5
|
| Details | View Full Review → | View Full Review → |
| Feature | ||
|---|---|---|
| Rating |
4.2
|
4.2
|
| Reviews | 15 | 10 |
| Description |
We’re building Kontigo, a USDC Smart Neobank for Latinos in the U.S. and Latin America. We launched our Peer-to-Peer onramp 20 days ago and we’ve already had $540k in deposits, 10k active users and a +300k waitlist. The founding team has built and scaled fintechs in Latam, and it’s ex-Venmo, Nubank, Rappi, MercadoLibre, Ualá, Platzi, and Yuno. We’re already backed by DST Global, Soma Capital, Pioneer Fund, Transpose + 10 YC alums. Sending money to Latin America is just as painful as holding it due to the region's fragmentation into 33 countries with 39 different currencies. On one hand, cross-border payments to Latam are absurdly expensive (up to 20% per transaction). Conversely, over the past decade, currency depreciation across the region has become unsustainable. (some countries surpassing the trillion percent ). Kontigo solves this with a USDC global wallet & a BTC savings account. - Like Venmo, but on-USDC. - Like Zelle, but for cross-border payments. No limits. - Like Nubank & Revolut, but without inflationary currencies. Bitcoin-backed. User wallets are connected to an AI-private banker on WhatsApp to execute international USDC transactions. |
Keye is an AI software that lets private equity firms do due diligence for acquisitions faster and more accurately. Our customers can evaluate 10x more deals and fund better companies which leads directly to better returns/more alpha. -- Our system is the first of its kind to instantly generate complex, comprehensive data packs from raw data in any format, directly from the data room. This enables investors to gain an 80% understanding of a potential deal within moments, empowering them to say No to a deal earlier in the process and focus on high-potential opportunities. Traditionally, creating these detailed data packs, like cohort or retention analyses and customer roll-forwards, takes weeks, during which critical details may be overlooked, potentially costing funds millions in missed insights and poor decisions. -- Keye combines cutting-edge AI with deep private equity expertise to deliver powerful, multi-layered insights that go far beyond the simple summarizers and search functions offered by other tools. Our platform dives deep into both quantitative and qualitative due diligence data, offering high-impact analytics crafted specifically for private equity workflows. This isn’t just automation, it’s a purpose-built solution that uncovers actionable insights, fueling smarter decisions and driving true alpha. |
| Website | https://kontigo.lat/ | https://www.keye.co |
| Positives |
"Really impressed with the features and ease of use."
Jordane Bechtelar - 5/5
|
"Switched from our old tool and never looked back."
Rebecca Corwin - 5/5
|
| Negatives |
"Too complex for our needs. Not user-friendly."
Lindsay Stanton - 2/5
|
"Too complex for our needs. Not user-friendly."
Vern Gulgowski - 2/5
|
| Details | View Full Review → | View Full Review → |
| Feature |
R
|
|
|---|---|---|
| Rating |
4.2
|
4.2
|
| Reviews | 15 | 10 |
| Description |
We’re building Kontigo, a USDC Smart Neobank for Latinos in the U.S. and Latin America. We launched our Peer-to-Peer onramp 20 days ago and we’ve already had $540k in deposits, 10k active users and a +300k waitlist. The founding team has built and scaled fintechs in Latam, and it’s ex-Venmo, Nubank, Rappi, MercadoLibre, Ualá, Platzi, and Yuno. We’re already backed by DST Global, Soma Capital, Pioneer Fund, Transpose + 10 YC alums. Sending money to Latin America is just as painful as holding it due to the region's fragmentation into 33 countries with 39 different currencies. On one hand, cross-border payments to Latam are absurdly expensive (up to 20% per transaction). Conversely, over the past decade, currency depreciation across the region has become unsustainable. (some countries surpassing the trillion percent ). Kontigo solves this with a USDC global wallet & a BTC savings account. - Like Venmo, but on-USDC. - Like Zelle, but for cross-border payments. No limits. - Like Nubank & Revolut, but without inflationary currencies. Bitcoin-backed. User wallets are connected to an AI-private banker on WhatsApp to execute international USDC transactions. |
Rulebase builds AI coworkers that help banks and fintechs review 100% of customer interactions in real time. Our agents flag compliance breaches, high-risk issues, and quality gaps across calls, chats, and emails, then route them to the right teammates. The result: up to 30% fewer escalations and QA cycles reduced from hours to minutes. |
| Website | https://kontigo.lat/ | https://rulebase.co |
| Positives |
"Really impressed with the features and ease of use."
Jordane Bechtelar - 5/5
|
"Solid platform that delivers on its promises."
Ellsworth Dibbert Jr. - 5/5
|
| Negatives |
"Too complex for our needs. Not user-friendly."
Lindsay Stanton - 2/5
|
"Too complex for our needs. Not user-friendly."
Dr. Olaf Funk - 2/5
|
| Details | View Full Review → | View Full Review → |
| Feature | ||
|---|---|---|
| Rating |
4.2
|
4.2
|
| Reviews | 15 | 11 |
| Description |
We’re building Kontigo, a USDC Smart Neobank for Latinos in the U.S. and Latin America. We launched our Peer-to-Peer onramp 20 days ago and we’ve already had $540k in deposits, 10k active users and a +300k waitlist. The founding team has built and scaled fintechs in Latam, and it’s ex-Venmo, Nubank, Rappi, MercadoLibre, Ualá, Platzi, and Yuno. We’re already backed by DST Global, Soma Capital, Pioneer Fund, Transpose + 10 YC alums. Sending money to Latin America is just as painful as holding it due to the region's fragmentation into 33 countries with 39 different currencies. On one hand, cross-border payments to Latam are absurdly expensive (up to 20% per transaction). Conversely, over the past decade, currency depreciation across the region has become unsustainable. (some countries surpassing the trillion percent ). Kontigo solves this with a USDC global wallet & a BTC savings account. - Like Venmo, but on-USDC. - Like Zelle, but for cross-border payments. No limits. - Like Nubank & Revolut, but without inflationary currencies. Bitcoin-backed. User wallets are connected to an AI-private banker on WhatsApp to execute international USDC transactions. |
Shiboleth automates consumer lending compliance for financial institutions using AI. Banks and fintechs use us to save months of manual work by automating audits and drafting reports for the governments. LLMs allow whole categories of manual compliance processes to be automated in ways that weren’t possible until recently. We are excited to automate back-office operations and enhance consumer protection in one of the most litigious industries. |
| Website | https://kontigo.lat/ | https://www.shiboleth.ai/ |
| Positives |
"Really impressed with the features and ease of use."
Jordane Bechtelar - 5/5
|
"Solid platform that delivers on its promises."
Ms. Marquise Little Sr. - 5/5
|
| Negatives |
"Too complex for our needs. Not user-friendly."
Lindsay Stanton - 2/5
|
"Integration was difficult and documentation was unclear."
Mr. Kay Sanford - 1/5
|
| Details | View Full Review → | View Full Review → |
| Feature | ||
|---|---|---|
| Rating |
4.2
|
4.2
|
| Reviews | 15 | 12 |
| Description |
We’re building Kontigo, a USDC Smart Neobank for Latinos in the U.S. and Latin America. We launched our Peer-to-Peer onramp 20 days ago and we’ve already had $540k in deposits, 10k active users and a +300k waitlist. The founding team has built and scaled fintechs in Latam, and it’s ex-Venmo, Nubank, Rappi, MercadoLibre, Ualá, Platzi, and Yuno. We’re already backed by DST Global, Soma Capital, Pioneer Fund, Transpose + 10 YC alums. Sending money to Latin America is just as painful as holding it due to the region's fragmentation into 33 countries with 39 different currencies. On one hand, cross-border payments to Latam are absurdly expensive (up to 20% per transaction). Conversely, over the past decade, currency depreciation across the region has become unsustainable. (some countries surpassing the trillion percent ). Kontigo solves this with a USDC global wallet & a BTC savings account. - Like Venmo, but on-USDC. - Like Zelle, but for cross-border payments. No limits. - Like Nubank & Revolut, but without inflationary currencies. Bitcoin-backed. User wallets are connected to an AI-private banker on WhatsApp to execute international USDC transactions. |
CollectWise automates consumer debt collection with AI. Our platform allows creditors and agencies to double their recovery rates while reducing collection costs by 75%. |
| Website | https://kontigo.lat/ | https://collectwise.com/ |
| Positives |
"Really impressed with the features and ease of use."
Jordane Bechtelar - 5/5
|
"Outstanding performance and great documentation."
Felipa Baumbach - 5/5
|
| Negatives |
"Too complex for our needs. Not user-friendly."
Lindsay Stanton - 2/5
|
"Integration was difficult and documentation was unclear."
Alyson Stanton - 1/5
|
| Details | View Full Review → | View Full Review → |
| Feature |
A
|
|
|---|---|---|
| Rating |
4.2
|
4.2
|
| Reviews | 15 | 6 |
| Description |
We’re building Kontigo, a USDC Smart Neobank for Latinos in the U.S. and Latin America. We launched our Peer-to-Peer onramp 20 days ago and we’ve already had $540k in deposits, 10k active users and a +300k waitlist. The founding team has built and scaled fintechs in Latam, and it’s ex-Venmo, Nubank, Rappi, MercadoLibre, Ualá, Platzi, and Yuno. We’re already backed by DST Global, Soma Capital, Pioneer Fund, Transpose + 10 YC alums. Sending money to Latin America is just as painful as holding it due to the region's fragmentation into 33 countries with 39 different currencies. On one hand, cross-border payments to Latam are absurdly expensive (up to 20% per transaction). Conversely, over the past decade, currency depreciation across the region has become unsustainable. (some countries surpassing the trillion percent ). Kontigo solves this with a USDC global wallet & a BTC savings account. - Like Venmo, but on-USDC. - Like Zelle, but for cross-border payments. No limits. - Like Nubank & Revolut, but without inflationary currencies. Bitcoin-backed. User wallets are connected to an AI-private banker on WhatsApp to execute international USDC transactions. |
We’re building a research lab that puts its ideas to the test in one of the most complex, information-rich environments in the world: the financial markets. Much of trading still depends on hand-crafted signals and intuition. We’re approaching it differently - from first principles. We design systems that learn, adapt, and improve with data. Our infrastructure is built to accelerate research: fast iteration loops, real-time feedback, and direct connection between ideas and outcomes. We’re starting with liquid markets like equities and options - high-dimensional, dynamic systems where traditional pipelines break down. Our goal isn’t just to model them better - it’s to build a platform for experimentation, where every result tightens the loop between theory and practice. If you care about learning systems, clean abstractions, and applying research in the wild - we’re hiring. |
| Website | https://kontigo.lat/ | https://attimet.com/ |
| Positives |
"Really impressed with the features and ease of use."
Jordane Bechtelar - 5/5
|
"Great tool! Exactly what we needed for our workflow."
Emely Walsh - 5/5
|
| Negatives |
"Too complex for our needs. Not user-friendly."
Lindsay Stanton - 2/5
|
"Had to switch to a different solution after trying this."
Alyce Volkman - 2/5
|
| Details | View Full Review → | View Full Review → |
| Feature | ||
|---|---|---|
| Rating |
4.2
|
4.1
|
| Reviews | 15 | 7 |
| Description |
We’re building Kontigo, a USDC Smart Neobank for Latinos in the U.S. and Latin America. We launched our Peer-to-Peer onramp 20 days ago and we’ve already had $540k in deposits, 10k active users and a +300k waitlist. The founding team has built and scaled fintechs in Latam, and it’s ex-Venmo, Nubank, Rappi, MercadoLibre, Ualá, Platzi, and Yuno. We’re already backed by DST Global, Soma Capital, Pioneer Fund, Transpose + 10 YC alums. Sending money to Latin America is just as painful as holding it due to the region's fragmentation into 33 countries with 39 different currencies. On one hand, cross-border payments to Latam are absurdly expensive (up to 20% per transaction). Conversely, over the past decade, currency depreciation across the region has become unsustainable. (some countries surpassing the trillion percent ). Kontigo solves this with a USDC global wallet & a BTC savings account. - Like Venmo, but on-USDC. - Like Zelle, but for cross-border payments. No limits. - Like Nubank & Revolut, but without inflationary currencies. Bitcoin-backed. User wallets are connected to an AI-private banker on WhatsApp to execute international USDC transactions. |
We’re solving personal finances for a generation that’s been left to figure it all out alone. From managing cash to filing taxes to actually starting to invest, Winford gives everyone the real guidance and tools they need, all in one place. Download our app on the app store to get started! We also offer a cash account (AlphaCash) that goes beyond traditional and high yield savings accounts, allocating your idle dollars into high-quality, short-term bonds through money market funds, personalized for your taxes and goals. Included with Winford subscriptions or available on its own. |
| Website | https://kontigo.lat/ | https://winfordwealth.com |
| Positives |
"Really impressed with the features and ease of use."
Jordane Bechtelar - 5/5
|
"Switched from our old tool and never looked back."
Baron Prohaska - 5/5
|
| Negatives |
"Too complex for our needs. Not user-friendly."
Lindsay Stanton - 2/5
|
"The interface is confusing and needs improvement."
Dr. German Marquardt II - 2/5
|
| Details | View Full Review → | View Full Review → |
| Feature |
M
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|---|---|---|
| Rating |
4.2
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4.1
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| Reviews | 15 | 7 |
| Description |
We’re building Kontigo, a USDC Smart Neobank for Latinos in the U.S. and Latin America. We launched our Peer-to-Peer onramp 20 days ago and we’ve already had $540k in deposits, 10k active users and a +300k waitlist. The founding team has built and scaled fintechs in Latam, and it’s ex-Venmo, Nubank, Rappi, MercadoLibre, Ualá, Platzi, and Yuno. We’re already backed by DST Global, Soma Capital, Pioneer Fund, Transpose + 10 YC alums. Sending money to Latin America is just as painful as holding it due to the region's fragmentation into 33 countries with 39 different currencies. On one hand, cross-border payments to Latam are absurdly expensive (up to 20% per transaction). Conversely, over the past decade, currency depreciation across the region has become unsustainable. (some countries surpassing the trillion percent ). Kontigo solves this with a USDC global wallet & a BTC savings account. - Like Venmo, but on-USDC. - Like Zelle, but for cross-border payments. No limits. - Like Nubank & Revolut, but without inflationary currencies. Bitcoin-backed. User wallets are connected to an AI-private banker on WhatsApp to execute international USDC transactions. |
Team: Chaz: Founder of Fat Llama YC S17 - Acquired by Hygglo. Responsible for Business and Sales Arns: Founder of Fancy S20 - Acquired by Gopuff, Responsible for tech and product. |
| Website | https://kontigo.lat/ | https://www.modelml.com/ |
| Positives |
"Really impressed with the features and ease of use."
Jordane Bechtelar - 5/5
|
"Has significantly improved our team's productivity."
Haley Green V - 5/5
|
| Negatives |
"Too complex for our needs. Not user-friendly."
Lindsay Stanton - 2/5
|
"Integration was difficult and documentation was unclear."
Marlon Pfannerstill - 1/5
|
| Details | View Full Review → | View Full Review → |
| Feature |
T
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|---|---|---|
| Rating |
4.2
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4.1
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| Reviews | 15 | 8 |
| Description |
We’re building Kontigo, a USDC Smart Neobank for Latinos in the U.S. and Latin America. We launched our Peer-to-Peer onramp 20 days ago and we’ve already had $540k in deposits, 10k active users and a +300k waitlist. The founding team has built and scaled fintechs in Latam, and it’s ex-Venmo, Nubank, Rappi, MercadoLibre, Ualá, Platzi, and Yuno. We’re already backed by DST Global, Soma Capital, Pioneer Fund, Transpose + 10 YC alums. Sending money to Latin America is just as painful as holding it due to the region's fragmentation into 33 countries with 39 different currencies. On one hand, cross-border payments to Latam are absurdly expensive (up to 20% per transaction). Conversely, over the past decade, currency depreciation across the region has become unsustainable. (some countries surpassing the trillion percent ). Kontigo solves this with a USDC global wallet & a BTC savings account. - Like Venmo, but on-USDC. - Like Zelle, but for cross-border payments. No limits. - Like Nubank & Revolut, but without inflationary currencies. Bitcoin-backed. User wallets are connected to an AI-private banker on WhatsApp to execute international USDC transactions. |
TokenOwl aggregates financial accounts in one place with trustless AI. It lets highly active traders calculate taxes with greater accuracy and generate AI powered insights about their portfolio. Users can execute trades with prompts, build custom dashboards, and query their logs in natural language. |
| Website | https://kontigo.lat/ | https://tokenowl.ai |
| Positives |
"Really impressed with the features and ease of use."
Jordane Bechtelar - 5/5
|
"Clean UI and powerful features. Exactly what we needed."
Miss Meaghan Yost I - 5/5
|
| Negatives |
"Too complex for our needs. Not user-friendly."
Lindsay Stanton - 2/5
|
"Had to switch to a different solution after trying this."
Natalia Kuvalis - 1/5
|
| Details | View Full Review → | View Full Review → |
| Feature |
R
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|---|---|---|
| Rating |
4.2
|
4.1
|
| Reviews | 15 | 12 |
| Description |
We’re building Kontigo, a USDC Smart Neobank for Latinos in the U.S. and Latin America. We launched our Peer-to-Peer onramp 20 days ago and we’ve already had $540k in deposits, 10k active users and a +300k waitlist. The founding team has built and scaled fintechs in Latam, and it’s ex-Venmo, Nubank, Rappi, MercadoLibre, Ualá, Platzi, and Yuno. We’re already backed by DST Global, Soma Capital, Pioneer Fund, Transpose + 10 YC alums. Sending money to Latin America is just as painful as holding it due to the region's fragmentation into 33 countries with 39 different currencies. On one hand, cross-border payments to Latam are absurdly expensive (up to 20% per transaction). Conversely, over the past decade, currency depreciation across the region has become unsustainable. (some countries surpassing the trillion percent ). Kontigo solves this with a USDC global wallet & a BTC savings account. - Like Venmo, but on-USDC. - Like Zelle, but for cross-border payments. No limits. - Like Nubank & Revolut, but without inflationary currencies. Bitcoin-backed. User wallets are connected to an AI-private banker on WhatsApp to execute international USDC transactions. |
Remo is building AI copilots for onboarding and compliance teams at financial institutions. We automate highly manual processes like KYB, AML, and Ongoing Monitoring. |
| Website | https://kontigo.lat/ | https://getremo.ai |
| Positives |
"Really impressed with the features and ease of use."
Jordane Bechtelar - 5/5
|
"Well-designed interface and powerful features."
Mrs. Simone Hills - 5/5
|
| Negatives |
"Too complex for our needs. Not user-friendly."
Lindsay Stanton - 2/5
|
"Not quite what we expected. Lacking some key features."
Tabitha Bergnaum - 2/5
|
| Details | View Full Review → | View Full Review → |
| Feature | ||
|---|---|---|
| Rating |
4.2
|
4.0
|
| Reviews | 15 | 10 |
| Description |
We’re building Kontigo, a USDC Smart Neobank for Latinos in the U.S. and Latin America. We launched our Peer-to-Peer onramp 20 days ago and we’ve already had $540k in deposits, 10k active users and a +300k waitlist. The founding team has built and scaled fintechs in Latam, and it’s ex-Venmo, Nubank, Rappi, MercadoLibre, Ualá, Platzi, and Yuno. We’re already backed by DST Global, Soma Capital, Pioneer Fund, Transpose + 10 YC alums. Sending money to Latin America is just as painful as holding it due to the region's fragmentation into 33 countries with 39 different currencies. On one hand, cross-border payments to Latam are absurdly expensive (up to 20% per transaction). Conversely, over the past decade, currency depreciation across the region has become unsustainable. (some countries surpassing the trillion percent ). Kontigo solves this with a USDC global wallet & a BTC savings account. - Like Venmo, but on-USDC. - Like Zelle, but for cross-border payments. No limits. - Like Nubank & Revolut, but without inflationary currencies. Bitcoin-backed. User wallets are connected to an AI-private banker on WhatsApp to execute international USDC transactions. |
For money managers to raise their next billion, they dedicate entire teams to spend days filling diligence questionnaires with recycled content. We do it in minutes using AI. Clients include Bridgewater, Coatue, Onex, Urban Partners, Yarra Capital, Axonic, NIAM, Raith Capital, Intl Farming, Hillsdale, White Oak, etc. |
| Website | https://kontigo.lat/ | https://www.governgpt.com/ |
| Positives |
"Really impressed with the features and ease of use."
Jordane Bechtelar - 5/5
|
"Well-designed interface and powerful features."
Dedrick Ferry - 5/5
|
| Negatives |
"Too complex for our needs. Not user-friendly."
Lindsay Stanton - 2/5
|
"Customer support was slow to respond to our issues."
Prof. Keith McLaughlin - 1/5
|
| Details | View Full Review → | View Full Review → |
| Feature |
S
|
|
|---|---|---|
| Rating |
4.2
|
3.9
|
| Reviews | 15 | 14 |
| Description |
We’re building Kontigo, a USDC Smart Neobank for Latinos in the U.S. and Latin America. We launched our Peer-to-Peer onramp 20 days ago and we’ve already had $540k in deposits, 10k active users and a +300k waitlist. The founding team has built and scaled fintechs in Latam, and it’s ex-Venmo, Nubank, Rappi, MercadoLibre, Ualá, Platzi, and Yuno. We’re already backed by DST Global, Soma Capital, Pioneer Fund, Transpose + 10 YC alums. Sending money to Latin America is just as painful as holding it due to the region's fragmentation into 33 countries with 39 different currencies. On one hand, cross-border payments to Latam are absurdly expensive (up to 20% per transaction). Conversely, over the past decade, currency depreciation across the region has become unsustainable. (some countries surpassing the trillion percent ). Kontigo solves this with a USDC global wallet & a BTC savings account. - Like Venmo, but on-USDC. - Like Zelle, but for cross-border payments. No limits. - Like Nubank & Revolut, but without inflationary currencies. Bitcoin-backed. User wallets are connected to an AI-private banker on WhatsApp to execute international USDC transactions. |
Sphinx automates the manual work of compliance analysts. Our AI agents make AML decisions, helping banks and fintech eliminate onboarding bottlenecks. |
| Website | https://kontigo.lat/ | https://sphinxhq.com/ |
| Positives |
"Really impressed with the features and ease of use."
Jordane Bechtelar - 5/5
|
"Really impressed with the features and ease of use."
Arch Schaden - 5/5
|
| Negatives |
"Too complex for our needs. Not user-friendly."
Lindsay Stanton - 2/5
|
"Integration was difficult and documentation was unclear."
Dr. Eddie Heathcote - 1/5
|
| Details | View Full Review → | View Full Review → |
| Feature | ||
|---|---|---|
| Rating |
4.2
|
3.9
|
| Reviews | 15 | 11 |
| Description |
We’re building Kontigo, a USDC Smart Neobank for Latinos in the U.S. and Latin America. We launched our Peer-to-Peer onramp 20 days ago and we’ve already had $540k in deposits, 10k active users and a +300k waitlist. The founding team has built and scaled fintechs in Latam, and it’s ex-Venmo, Nubank, Rappi, MercadoLibre, Ualá, Platzi, and Yuno. We’re already backed by DST Global, Soma Capital, Pioneer Fund, Transpose + 10 YC alums. Sending money to Latin America is just as painful as holding it due to the region's fragmentation into 33 countries with 39 different currencies. On one hand, cross-border payments to Latam are absurdly expensive (up to 20% per transaction). Conversely, over the past decade, currency depreciation across the region has become unsustainable. (some countries surpassing the trillion percent ). Kontigo solves this with a USDC global wallet & a BTC savings account. - Like Venmo, but on-USDC. - Like Zelle, but for cross-border payments. No limits. - Like Nubank & Revolut, but without inflationary currencies. Bitcoin-backed. User wallets are connected to an AI-private banker on WhatsApp to execute international USDC transactions. |
Greenboard is building a singular, AI-powered platform to handle management of the entirety of financial firms’ compliance programs, and eventually all back office processes. Today, financial institutions use Greenboard to detect risk using AI and to rip out and replace the bad legacy back office tooling they have wanted to get rid of for years. Greenboard's mission is to enable financial institutions to operate their back office teams at a higher standard, with half of the headcount. We’re starting with compliance |
| Website | https://kontigo.lat/ | https://www.greenboard.com |
| Positives |
"Really impressed with the features and ease of use."
Jordane Bechtelar - 5/5
|
"Solid platform that delivers on its promises."
Dr. Yvonne Huels - 5/5
|
| Negatives |
"Too complex for our needs. Not user-friendly."
Lindsay Stanton - 2/5
|
"Missing important features we need for our workflow."
Destiny Powlowski - 1/5
|
| Details | View Full Review → | View Full Review → |
| Feature |
T
|
|
|---|---|---|
| Rating |
4.2
|
3.9
|
| Reviews | 15 | 9 |
| Description |
We’re building Kontigo, a USDC Smart Neobank for Latinos in the U.S. and Latin America. We launched our Peer-to-Peer onramp 20 days ago and we’ve already had $540k in deposits, 10k active users and a +300k waitlist. The founding team has built and scaled fintechs in Latam, and it’s ex-Venmo, Nubank, Rappi, MercadoLibre, Ualá, Platzi, and Yuno. We’re already backed by DST Global, Soma Capital, Pioneer Fund, Transpose + 10 YC alums. Sending money to Latin America is just as painful as holding it due to the region's fragmentation into 33 countries with 39 different currencies. On one hand, cross-border payments to Latam are absurdly expensive (up to 20% per transaction). Conversely, over the past decade, currency depreciation across the region has become unsustainable. (some countries surpassing the trillion percent ). Kontigo solves this with a USDC global wallet & a BTC savings account. - Like Venmo, but on-USDC. - Like Zelle, but for cross-border payments. No limits. - Like Nubank & Revolut, but without inflationary currencies. Bitcoin-backed. User wallets are connected to an AI-private banker on WhatsApp to execute international USDC transactions. |
Tower accelerates transactional due diligence via an AI-powered, centralized diligence platform. By consolidating disparate diligence workflows, Tower helps lawyers stay organized, spot issues earlier, and close deals faster. |
| Website | https://kontigo.lat/ | https://withtower.com |
| Positives |
"Really impressed with the features and ease of use."
Jordane Bechtelar - 5/5
|
"Switched from our old tool and never looked back."
Finn Kunze - 5/5
|
| Negatives |
"Too complex for our needs. Not user-friendly."
Lindsay Stanton - 2/5
|
"Integration was difficult and documentation was unclear."
Lempi Tromp - 1/5
|
| Details | View Full Review → | View Full Review → |
| Feature |
L
|
|
|---|---|---|
| Rating |
4.2
|
3.9
|
| Reviews | 15 | 7 |
| Description |
We’re building Kontigo, a USDC Smart Neobank for Latinos in the U.S. and Latin America. We launched our Peer-to-Peer onramp 20 days ago and we’ve already had $540k in deposits, 10k active users and a +300k waitlist. The founding team has built and scaled fintechs in Latam, and it’s ex-Venmo, Nubank, Rappi, MercadoLibre, Ualá, Platzi, and Yuno. We’re already backed by DST Global, Soma Capital, Pioneer Fund, Transpose + 10 YC alums. Sending money to Latin America is just as painful as holding it due to the region's fragmentation into 33 countries with 39 different currencies. On one hand, cross-border payments to Latam are absurdly expensive (up to 20% per transaction). Conversely, over the past decade, currency depreciation across the region has become unsustainable. (some countries surpassing the trillion percent ). Kontigo solves this with a USDC global wallet & a BTC savings account. - Like Venmo, but on-USDC. - Like Zelle, but for cross-border payments. No limits. - Like Nubank & Revolut, but without inflationary currencies. Bitcoin-backed. User wallets are connected to an AI-private banker on WhatsApp to execute international USDC transactions. |
We’re building the first AI-Native Compliance Firm for RIAs, wealth advisors, and fintechs. We're doing this by blending AI workflows with veteran ex-regulators so we can keep firms SEC/FINRA-ready in minutes, not days. |
| Website | https://kontigo.lat/ | https://luthor.ai |
| Positives |
"Really impressed with the features and ease of use."
Jordane Bechtelar - 5/5
|
"Switched from our old tool and never looked back."
Mrs. Susanna Bashirian - 5/5
|
| Negatives |
"Too complex for our needs. Not user-friendly."
Lindsay Stanton - 2/5
|
"Customer support was slow to respond to our issues."
Dr. Rhea Weber IV - 1/5
|
| Details | View Full Review → | View Full Review → |
| Feature | ||
|---|---|---|
| Rating |
4.2
|
3.8
|
| Reviews | 15 | 12 |
| Description |
We’re building Kontigo, a USDC Smart Neobank for Latinos in the U.S. and Latin America. We launched our Peer-to-Peer onramp 20 days ago and we’ve already had $540k in deposits, 10k active users and a +300k waitlist. The founding team has built and scaled fintechs in Latam, and it’s ex-Venmo, Nubank, Rappi, MercadoLibre, Ualá, Platzi, and Yuno. We’re already backed by DST Global, Soma Capital, Pioneer Fund, Transpose + 10 YC alums. Sending money to Latin America is just as painful as holding it due to the region's fragmentation into 33 countries with 39 different currencies. On one hand, cross-border payments to Latam are absurdly expensive (up to 20% per transaction). Conversely, over the past decade, currency depreciation across the region has become unsustainable. (some countries surpassing the trillion percent ). Kontigo solves this with a USDC global wallet & a BTC savings account. - Like Venmo, but on-USDC. - Like Zelle, but for cross-border payments. No limits. - Like Nubank & Revolut, but without inflationary currencies. Bitcoin-backed. User wallets are connected to an AI-private banker on WhatsApp to execute international USDC transactions. |
The world’s most important organizations deserve the world’s best financial infrastructure. We’re here to make sure they do. At Givefront, we've built a modern financial management platform designed specifically for nonprofits. With real-time budgeting, built-in compliance, and easy integrations, we replace the spreadsheets and guesswork with smart, automated systems. By transforming financial operations from reactive to real-time, Givefront empowers nonprofits to control every dollar, protect every grant, and move their missions forward faster, with greater efficiency, transparency, and trust. |
| Website | https://kontigo.lat/ | https://givefront.com |
| Positives |
"Really impressed with the features and ease of use."
Jordane Bechtelar - 5/5
|
"Really impressed with the features and ease of use."
Lazaro Yost - 5/5
|
| Negatives |
"Too complex for our needs. Not user-friendly."
Lindsay Stanton - 2/5
|
"Overpriced for what you get. Better alternatives exist."
Fae Ullrich Jr. - 1/5
|
| Details | View Full Review → | View Full Review → |
| Feature |
D
|
|
|---|---|---|
| Rating |
4.2
|
3.8
|
| Reviews | 15 | 10 |
| Description |
We’re building Kontigo, a USDC Smart Neobank for Latinos in the U.S. and Latin America. We launched our Peer-to-Peer onramp 20 days ago and we’ve already had $540k in deposits, 10k active users and a +300k waitlist. The founding team has built and scaled fintechs in Latam, and it’s ex-Venmo, Nubank, Rappi, MercadoLibre, Ualá, Platzi, and Yuno. We’re already backed by DST Global, Soma Capital, Pioneer Fund, Transpose + 10 YC alums. Sending money to Latin America is just as painful as holding it due to the region's fragmentation into 33 countries with 39 different currencies. On one hand, cross-border payments to Latam are absurdly expensive (up to 20% per transaction). Conversely, over the past decade, currency depreciation across the region has become unsustainable. (some countries surpassing the trillion percent ). Kontigo solves this with a USDC global wallet & a BTC savings account. - Like Venmo, but on-USDC. - Like Zelle, but for cross-border payments. No limits. - Like Nubank & Revolut, but without inflationary currencies. Bitcoin-backed. User wallets are connected to an AI-private banker on WhatsApp to execute international USDC transactions. |
Dimely builds AI agents for B2B SaaS finance teams. Our agents automate and bring visibility to time-consuming and error-prone finance workflows so teams can stay lean and audit-ready. We do this by completing, logging, and reconciling the data work, including converting contracts to invoices, calculating overages, reconciling payments, and streamlining revenue recognition. We pride ourselves in our fast time to value. Dimely seamlessly slots into your existing workflows without requiring a rip and replace, meaning you'll immediately see results from Day 1. Stop spending hours on billing today! |
| Website | https://kontigo.lat/ | https://dimely.com/ |
| Positives |
"Really impressed with the features and ease of use."
Jordane Bechtelar - 5/5
|
"Easy to set up and get started. Very intuitive."
Scotty Aufderhar - 5/5
|
| Negatives |
"Too complex for our needs. Not user-friendly."
Lindsay Stanton - 2/5
|
"Had to switch to a different solution after trying this."
Kay Stracke - 1/5
|
| Details | View Full Review → | View Full Review → |
| Feature | ||
|---|---|---|
| Rating |
4.2
|
3.8
|
| Reviews | 15 | 5 |
| Description |
We’re building Kontigo, a USDC Smart Neobank for Latinos in the U.S. and Latin America. We launched our Peer-to-Peer onramp 20 days ago and we’ve already had $540k in deposits, 10k active users and a +300k waitlist. The founding team has built and scaled fintechs in Latam, and it’s ex-Venmo, Nubank, Rappi, MercadoLibre, Ualá, Platzi, and Yuno. We’re already backed by DST Global, Soma Capital, Pioneer Fund, Transpose + 10 YC alums. Sending money to Latin America is just as painful as holding it due to the region's fragmentation into 33 countries with 39 different currencies. On one hand, cross-border payments to Latam are absurdly expensive (up to 20% per transaction). Conversely, over the past decade, currency depreciation across the region has become unsustainable. (some countries surpassing the trillion percent ). Kontigo solves this with a USDC global wallet & a BTC savings account. - Like Venmo, but on-USDC. - Like Zelle, but for cross-border payments. No limits. - Like Nubank & Revolut, but without inflationary currencies. Bitcoin-backed. User wallets are connected to an AI-private banker on WhatsApp to execute international USDC transactions. |
Centauri AI is a modern ETL and Data Science platform for banks and investment firms, starting with Structured Finance. Financial firms heavily rely on Excel, PDF, and PPT files to exchange complex asset details, leading analysts to spend hours crunching the files and extracting insights. Moreover, these data files and reports cannot be easily reused due to poor data infrastructure. Powered by AI, our product cuts hours of data wrangling work down to minutes and makes it possible to query past data easily. This helps firms evaluate assets faster and win more deals. Since launching last month, we've started a pilot with a brokerage team at a public investment bank that now uses our product daily. Aiming to serve over 100,000 investment teams needing complex data analysis for alternative investments, this opens up a potential $5 billion market. |
| Website | https://kontigo.lat/ | https://centauri-ai.tech |
| Positives |
"Really impressed with the features and ease of use."
Jordane Bechtelar - 5/5
|
"Easy to set up and get started. Very intuitive."
Alden Beahan - 5/5
|
| Negatives |
"Too complex for our needs. Not user-friendly."
Lindsay Stanton - 2/5
|
"Too complex for our needs. Not user-friendly."
Mr. Ezra Little - 1/5
|
| Details | View Full Review → | View Full Review → |
| Feature | ||
|---|---|---|
| Rating |
4.2
|
3.5
|
| Reviews | 15 | 4 |
| Description |
We’re building Kontigo, a USDC Smart Neobank for Latinos in the U.S. and Latin America. We launched our Peer-to-Peer onramp 20 days ago and we’ve already had $540k in deposits, 10k active users and a +300k waitlist. The founding team has built and scaled fintechs in Latam, and it’s ex-Venmo, Nubank, Rappi, MercadoLibre, Ualá, Platzi, and Yuno. We’re already backed by DST Global, Soma Capital, Pioneer Fund, Transpose + 10 YC alums. Sending money to Latin America is just as painful as holding it due to the region's fragmentation into 33 countries with 39 different currencies. On one hand, cross-border payments to Latam are absurdly expensive (up to 20% per transaction). Conversely, over the past decade, currency depreciation across the region has become unsustainable. (some countries surpassing the trillion percent ). Kontigo solves this with a USDC global wallet & a BTC savings account. - Like Venmo, but on-USDC. - Like Zelle, but for cross-border payments. No limits. - Like Nubank & Revolut, but without inflationary currencies. Bitcoin-backed. User wallets are connected to an AI-private banker on WhatsApp to execute international USDC transactions. |
Intercept lets CPG brands challenge incorrect charges from retail chains. It ingests all of a brand’s fees across their retailer portals and emails, flags the fees that can be disputed, and automates away the mundane tasks involved in fee disputes. What previously took a team of people is now manageable by a single person. |
| Website | https://kontigo.lat/ | https://tryintercept.com/ |
| Positives |
"Really impressed with the features and ease of use."
Jordane Bechtelar - 5/5
|
"Fast, reliable, and constantly improving. Great product!"
Nicolas Effertz - 5/5
|
| Negatives |
"Too complex for our needs. Not user-friendly."
Lindsay Stanton - 2/5
|
"The interface is confusing and needs improvement."
Carrie Lebsack - 2/5
|
| Details | View Full Review → | View Full Review → |
| Feature | ||
|---|---|---|
| Rating |
4.2
|
3.4
|
| Reviews | 15 | 5 |
| Description |
We’re building Kontigo, a USDC Smart Neobank for Latinos in the U.S. and Latin America. We launched our Peer-to-Peer onramp 20 days ago and we’ve already had $540k in deposits, 10k active users and a +300k waitlist. The founding team has built and scaled fintechs in Latam, and it’s ex-Venmo, Nubank, Rappi, MercadoLibre, Ualá, Platzi, and Yuno. We’re already backed by DST Global, Soma Capital, Pioneer Fund, Transpose + 10 YC alums. Sending money to Latin America is just as painful as holding it due to the region's fragmentation into 33 countries with 39 different currencies. On one hand, cross-border payments to Latam are absurdly expensive (up to 20% per transaction). Conversely, over the past decade, currency depreciation across the region has become unsustainable. (some countries surpassing the trillion percent ). Kontigo solves this with a USDC global wallet & a BTC savings account. - Like Venmo, but on-USDC. - Like Zelle, but for cross-border payments. No limits. - Like Nubank & Revolut, but without inflationary currencies. Bitcoin-backed. User wallets are connected to an AI-private banker on WhatsApp to execute international USDC transactions. |
Revi helps Investment Banks, PE firms, and Corporate Development teams source new deals. We do this by using agentic workflows to replicate their end-to-end deal origination process, entirely removing the trade-off between precision and scalability. We released the first version of Revi in September 2023 and now have companies like KPMG and platforms backed by KKR and Nordic Capital using our product. |
| Website | https://kontigo.lat/ | https://www.revi.ai/ |
| Positives |
"Really impressed with the features and ease of use."
Jordane Bechtelar - 5/5
|
"Great tool! Exactly what we needed for our workflow."
Katharina Zemlak - 5/5
|
| Negatives |
"Too complex for our needs. Not user-friendly."
Lindsay Stanton - 2/5
|
"Had to switch to a different solution after trying this."
Tanya Kertzmann - 2/5
|
| Details | View Full Review → | View Full Review → |
| Feature | ||
|---|---|---|
| Rating |
4.2
|
3.2
|
| Reviews | 15 | 5 |
| Description |
We’re building Kontigo, a USDC Smart Neobank for Latinos in the U.S. and Latin America. We launched our Peer-to-Peer onramp 20 days ago and we’ve already had $540k in deposits, 10k active users and a +300k waitlist. The founding team has built and scaled fintechs in Latam, and it’s ex-Venmo, Nubank, Rappi, MercadoLibre, Ualá, Platzi, and Yuno. We’re already backed by DST Global, Soma Capital, Pioneer Fund, Transpose + 10 YC alums. Sending money to Latin America is just as painful as holding it due to the region's fragmentation into 33 countries with 39 different currencies. On one hand, cross-border payments to Latam are absurdly expensive (up to 20% per transaction). Conversely, over the past decade, currency depreciation across the region has become unsustainable. (some countries surpassing the trillion percent ). Kontigo solves this with a USDC global wallet & a BTC savings account. - Like Venmo, but on-USDC. - Like Zelle, but for cross-border payments. No limits. - Like Nubank & Revolut, but without inflationary currencies. Bitcoin-backed. User wallets are connected to an AI-private banker on WhatsApp to execute international USDC transactions. |
Fintechs, banks, and other institutions managing financial services face constant pressure to reduce costs, enhance customer experience, and ensure regulatory compliance. PathPilot provides the speed of pre-built AI agents combined with the flexibility of full customization. This enables internal teams to remain in full control, designing, deploying, and governing AI solutions independently, without reliance on external vendors. |
| Website | https://kontigo.lat/ | https://www.getpathpilot.com/ |
| Positives |
"Really impressed with the features and ease of use."
Jordane Bechtelar - 5/5
|
"Great price point for the features offered."
Camylle Zieme - 5/5
|
| Negatives |
"Too complex for our needs. Not user-friendly."
Lindsay Stanton - 2/5
|
"Had to switch to a different solution after trying this."
Miss Chanel Dickens - 1/5
|
| Details | View Full Review → | View Full Review → |
| Feature | ||
|---|---|---|
| Rating |
4.2
|
3.2
|
| Reviews | 15 | 5 |
| Description |
We’re building Kontigo, a USDC Smart Neobank for Latinos in the U.S. and Latin America. We launched our Peer-to-Peer onramp 20 days ago and we’ve already had $540k in deposits, 10k active users and a +300k waitlist. The founding team has built and scaled fintechs in Latam, and it’s ex-Venmo, Nubank, Rappi, MercadoLibre, Ualá, Platzi, and Yuno. We’re already backed by DST Global, Soma Capital, Pioneer Fund, Transpose + 10 YC alums. Sending money to Latin America is just as painful as holding it due to the region's fragmentation into 33 countries with 39 different currencies. On one hand, cross-border payments to Latam are absurdly expensive (up to 20% per transaction). Conversely, over the past decade, currency depreciation across the region has become unsustainable. (some countries surpassing the trillion percent ). Kontigo solves this with a USDC global wallet & a BTC savings account. - Like Venmo, but on-USDC. - Like Zelle, but for cross-border payments. No limits. - Like Nubank & Revolut, but without inflationary currencies. Bitcoin-backed. User wallets are connected to an AI-private banker on WhatsApp to execute international USDC transactions. |
Historically, quantitative models are domain specific. Brilliant people spend their best years testing features, tuning hyperparameters, and iterating architectures within a narrow domain. But scale is the panacea: large models will find patterns people, and specialized models, could not. Forecasting generalizes. Zoa trains cross-domain event forecasting engines. *Automating Iteration* LLMs, embedded in multi-agent optimization loops and evaluated against fixed policies, can automate the build-test-improve modeling cycle. Think AlphaEvolve for forecasting problems. *Sample-Efficient General Models* Today’s forecasting models are narrowly crafted with deep human priors. But larger models will outperform state-of-the-art specialized models. Unlike existing event models, our models leverage data from across contexts and rely less on human intuition. And compared to LLMs, our models are built with more inductive priors and rely more heavily on inference-time compute, improving sample efficiency. *Why It Matters* In the real economy, our models could be useful for forecasting supply chain volatility, energy supply and demand, even earthquake risk. Science is, Ian Hacking writes, the taming of chance. It is the process of iteratively updating priors (something like: identify uncertainty, conceive experiment to reduce uncertainty, execute, update). If science is uncertainty-reduction, forecasting is a critical measure of progress. Better forecasting improves our ability to select interesting experiments (roughly those with greatest expected uncertainty reduction) and update priors. Our models will be used by labs and academics in data-heavy domains. Sam's ex-girlfriend introduced him to Greg back at Carnegie Mellon in 2017, and while that relationship didn't last, their friendship has. After college, Greg went to Harvard Law School, while Sam worked for three years at Jane Street on their Options desk, building & leading a satellite dev team. |
| Website | https://kontigo.lat/ | https://zoaresearch.com |
| Positives |
"Really impressed with the features and ease of use."
Jordane Bechtelar - 5/5
|
"Excellent customer support and reliable service."
Wilson Fahey - 5/5
|
| Negatives |
"Too complex for our needs. Not user-friendly."
Lindsay Stanton - 2/5
|
"The interface is confusing and needs improvement."
Jerod Williamson - 1/5
|
| Details | View Full Review → | View Full Review → |
| Feature |
R
|
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|---|---|---|
| Rating |
4.2
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4.2
|
| Reviews | 10 | 10 |
| Description |
Keye is an AI software that lets private equity firms do due diligence for acquisitions faster and more accurately. Our customers can evaluate 10x more deals and fund better companies which leads directly to better returns/more alpha. -- Our system is the first of its kind to instantly generate complex, comprehensive data packs from raw data in any format, directly from the data room. This enables investors to gain an 80% understanding of a potential deal within moments, empowering them to say No to a deal earlier in the process and focus on high-potential opportunities. Traditionally, creating these detailed data packs, like cohort or retention analyses and customer roll-forwards, takes weeks, during which critical details may be overlooked, potentially costing funds millions in missed insights and poor decisions. -- Keye combines cutting-edge AI with deep private equity expertise to deliver powerful, multi-layered insights that go far beyond the simple summarizers and search functions offered by other tools. Our platform dives deep into both quantitative and qualitative due diligence data, offering high-impact analytics crafted specifically for private equity workflows. This isn’t just automation, it’s a purpose-built solution that uncovers actionable insights, fueling smarter decisions and driving true alpha. |
Rulebase builds AI coworkers that help banks and fintechs review 100% of customer interactions in real time. Our agents flag compliance breaches, high-risk issues, and quality gaps across calls, chats, and emails, then route them to the right teammates. The result: up to 30% fewer escalations and QA cycles reduced from hours to minutes. |
| Website | https://www.keye.co | https://rulebase.co |
| Positives |
"Switched from our old tool and never looked back."
Rebecca Corwin - 5/5
|
"Solid platform that delivers on its promises."
Ellsworth Dibbert Jr. - 5/5
|
| Negatives |
"Too complex for our needs. Not user-friendly."
Vern Gulgowski - 2/5
|
"Too complex for our needs. Not user-friendly."
Dr. Olaf Funk - 2/5
|
| Details | View Full Review → | View Full Review → |
| Feature | ||
|---|---|---|
| Rating |
4.2
|
4.2
|
| Reviews | 10 | 11 |
| Description |
Keye is an AI software that lets private equity firms do due diligence for acquisitions faster and more accurately. Our customers can evaluate 10x more deals and fund better companies which leads directly to better returns/more alpha. -- Our system is the first of its kind to instantly generate complex, comprehensive data packs from raw data in any format, directly from the data room. This enables investors to gain an 80% understanding of a potential deal within moments, empowering them to say No to a deal earlier in the process and focus on high-potential opportunities. Traditionally, creating these detailed data packs, like cohort or retention analyses and customer roll-forwards, takes weeks, during which critical details may be overlooked, potentially costing funds millions in missed insights and poor decisions. -- Keye combines cutting-edge AI with deep private equity expertise to deliver powerful, multi-layered insights that go far beyond the simple summarizers and search functions offered by other tools. Our platform dives deep into both quantitative and qualitative due diligence data, offering high-impact analytics crafted specifically for private equity workflows. This isn’t just automation, it’s a purpose-built solution that uncovers actionable insights, fueling smarter decisions and driving true alpha. |
Shiboleth automates consumer lending compliance for financial institutions using AI. Banks and fintechs use us to save months of manual work by automating audits and drafting reports for the governments. LLMs allow whole categories of manual compliance processes to be automated in ways that weren’t possible until recently. We are excited to automate back-office operations and enhance consumer protection in one of the most litigious industries. |
| Website | https://www.keye.co | https://www.shiboleth.ai/ |
| Positives |
"Switched from our old tool and never looked back."
Rebecca Corwin - 5/5
|
"Solid platform that delivers on its promises."
Ms. Marquise Little Sr. - 5/5
|
| Negatives |
"Too complex for our needs. Not user-friendly."
Vern Gulgowski - 2/5
|
"Integration was difficult and documentation was unclear."
Mr. Kay Sanford - 1/5
|
| Details | View Full Review → | View Full Review → |
Keye vs CollectWise
| Feature | ||
|---|---|---|
| Rating |
4.2
|
4.2
|
| Reviews | 10 | 12 |
| Description |
Keye is an AI software that lets private equity firms do due diligence for acquisitions faster and more accurately. Our customers can evaluate 10x more deals and fund better companies which leads directly to better returns/more alpha. -- Our system is the first of its kind to instantly generate complex, comprehensive data packs from raw data in any format, directly from the data room. This enables investors to gain an 80% understanding of a potential deal within moments, empowering them to say No to a deal earlier in the process and focus on high-potential opportunities. Traditionally, creating these detailed data packs, like cohort or retention analyses and customer roll-forwards, takes weeks, during which critical details may be overlooked, potentially costing funds millions in missed insights and poor decisions. -- Keye combines cutting-edge AI with deep private equity expertise to deliver powerful, multi-layered insights that go far beyond the simple summarizers and search functions offered by other tools. Our platform dives deep into both quantitative and qualitative due diligence data, offering high-impact analytics crafted specifically for private equity workflows. This isn’t just automation, it’s a purpose-built solution that uncovers actionable insights, fueling smarter decisions and driving true alpha. |
CollectWise automates consumer debt collection with AI. Our platform allows creditors and agencies to double their recovery rates while reducing collection costs by 75%. |
| Website | https://www.keye.co | https://collectwise.com/ |
| Positives |
"Switched from our old tool and never looked back."
Rebecca Corwin - 5/5
|
"Outstanding performance and great documentation."
Felipa Baumbach - 5/5
|
| Negatives |
"Too complex for our needs. Not user-friendly."
Vern Gulgowski - 2/5
|
"Integration was difficult and documentation was unclear."
Alyson Stanton - 1/5
|
| Details | View Full Review → | View Full Review → |
| Feature |
A
|
|
|---|---|---|
| Rating |
4.2
|
4.2
|
| Reviews | 10 | 6 |
| Description |
Keye is an AI software that lets private equity firms do due diligence for acquisitions faster and more accurately. Our customers can evaluate 10x more deals and fund better companies which leads directly to better returns/more alpha. -- Our system is the first of its kind to instantly generate complex, comprehensive data packs from raw data in any format, directly from the data room. This enables investors to gain an 80% understanding of a potential deal within moments, empowering them to say No to a deal earlier in the process and focus on high-potential opportunities. Traditionally, creating these detailed data packs, like cohort or retention analyses and customer roll-forwards, takes weeks, during which critical details may be overlooked, potentially costing funds millions in missed insights and poor decisions. -- Keye combines cutting-edge AI with deep private equity expertise to deliver powerful, multi-layered insights that go far beyond the simple summarizers and search functions offered by other tools. Our platform dives deep into both quantitative and qualitative due diligence data, offering high-impact analytics crafted specifically for private equity workflows. This isn’t just automation, it’s a purpose-built solution that uncovers actionable insights, fueling smarter decisions and driving true alpha. |
We’re building a research lab that puts its ideas to the test in one of the most complex, information-rich environments in the world: the financial markets. Much of trading still depends on hand-crafted signals and intuition. We’re approaching it differently - from first principles. We design systems that learn, adapt, and improve with data. Our infrastructure is built to accelerate research: fast iteration loops, real-time feedback, and direct connection between ideas and outcomes. We’re starting with liquid markets like equities and options - high-dimensional, dynamic systems where traditional pipelines break down. Our goal isn’t just to model them better - it’s to build a platform for experimentation, where every result tightens the loop between theory and practice. If you care about learning systems, clean abstractions, and applying research in the wild - we’re hiring. |
| Website | https://www.keye.co | https://attimet.com/ |
| Positives |
"Switched from our old tool and never looked back."
Rebecca Corwin - 5/5
|
"Great tool! Exactly what we needed for our workflow."
Emely Walsh - 5/5
|
| Negatives |
"Too complex for our needs. Not user-friendly."
Vern Gulgowski - 2/5
|
"Had to switch to a different solution after trying this."
Alyce Volkman - 2/5
|
| Details | View Full Review → | View Full Review → |
| Feature | ||
|---|---|---|
| Rating |
4.2
|
4.1
|
| Reviews | 10 | 7 |
| Description |
Keye is an AI software that lets private equity firms do due diligence for acquisitions faster and more accurately. Our customers can evaluate 10x more deals and fund better companies which leads directly to better returns/more alpha. -- Our system is the first of its kind to instantly generate complex, comprehensive data packs from raw data in any format, directly from the data room. This enables investors to gain an 80% understanding of a potential deal within moments, empowering them to say No to a deal earlier in the process and focus on high-potential opportunities. Traditionally, creating these detailed data packs, like cohort or retention analyses and customer roll-forwards, takes weeks, during which critical details may be overlooked, potentially costing funds millions in missed insights and poor decisions. -- Keye combines cutting-edge AI with deep private equity expertise to deliver powerful, multi-layered insights that go far beyond the simple summarizers and search functions offered by other tools. Our platform dives deep into both quantitative and qualitative due diligence data, offering high-impact analytics crafted specifically for private equity workflows. This isn’t just automation, it’s a purpose-built solution that uncovers actionable insights, fueling smarter decisions and driving true alpha. |
We’re solving personal finances for a generation that’s been left to figure it all out alone. From managing cash to filing taxes to actually starting to invest, Winford gives everyone the real guidance and tools they need, all in one place. Download our app on the app store to get started! We also offer a cash account (AlphaCash) that goes beyond traditional and high yield savings accounts, allocating your idle dollars into high-quality, short-term bonds through money market funds, personalized for your taxes and goals. Included with Winford subscriptions or available on its own. |
| Website | https://www.keye.co | https://winfordwealth.com |
| Positives |
"Switched from our old tool and never looked back."
Rebecca Corwin - 5/5
|
"Switched from our old tool and never looked back."
Baron Prohaska - 5/5
|
| Negatives |
"Too complex for our needs. Not user-friendly."
Vern Gulgowski - 2/5
|
"The interface is confusing and needs improvement."
Dr. German Marquardt II - 2/5
|
| Details | View Full Review → | View Full Review → |
| Feature |
M
|
|
|---|---|---|
| Rating |
4.2
|
4.1
|
| Reviews | 10 | 7 |
| Description |
Keye is an AI software that lets private equity firms do due diligence for acquisitions faster and more accurately. Our customers can evaluate 10x more deals and fund better companies which leads directly to better returns/more alpha. -- Our system is the first of its kind to instantly generate complex, comprehensive data packs from raw data in any format, directly from the data room. This enables investors to gain an 80% understanding of a potential deal within moments, empowering them to say No to a deal earlier in the process and focus on high-potential opportunities. Traditionally, creating these detailed data packs, like cohort or retention analyses and customer roll-forwards, takes weeks, during which critical details may be overlooked, potentially costing funds millions in missed insights and poor decisions. -- Keye combines cutting-edge AI with deep private equity expertise to deliver powerful, multi-layered insights that go far beyond the simple summarizers and search functions offered by other tools. Our platform dives deep into both quantitative and qualitative due diligence data, offering high-impact analytics crafted specifically for private equity workflows. This isn’t just automation, it’s a purpose-built solution that uncovers actionable insights, fueling smarter decisions and driving true alpha. |
Team: Chaz: Founder of Fat Llama YC S17 - Acquired by Hygglo. Responsible for Business and Sales Arns: Founder of Fancy S20 - Acquired by Gopuff, Responsible for tech and product. |
| Website | https://www.keye.co | https://www.modelml.com/ |
| Positives |
"Switched from our old tool and never looked back."
Rebecca Corwin - 5/5
|
"Has significantly improved our team's productivity."
Haley Green V - 5/5
|
| Negatives |
"Too complex for our needs. Not user-friendly."
Vern Gulgowski - 2/5
|
"Integration was difficult and documentation was unclear."
Marlon Pfannerstill - 1/5
|
| Details | View Full Review → | View Full Review → |
| Feature |
T
|
|
|---|---|---|
| Rating |
4.2
|
4.1
|
| Reviews | 10 | 8 |
| Description |
Keye is an AI software that lets private equity firms do due diligence for acquisitions faster and more accurately. Our customers can evaluate 10x more deals and fund better companies which leads directly to better returns/more alpha. -- Our system is the first of its kind to instantly generate complex, comprehensive data packs from raw data in any format, directly from the data room. This enables investors to gain an 80% understanding of a potential deal within moments, empowering them to say No to a deal earlier in the process and focus on high-potential opportunities. Traditionally, creating these detailed data packs, like cohort or retention analyses and customer roll-forwards, takes weeks, during which critical details may be overlooked, potentially costing funds millions in missed insights and poor decisions. -- Keye combines cutting-edge AI with deep private equity expertise to deliver powerful, multi-layered insights that go far beyond the simple summarizers and search functions offered by other tools. Our platform dives deep into both quantitative and qualitative due diligence data, offering high-impact analytics crafted specifically for private equity workflows. This isn’t just automation, it’s a purpose-built solution that uncovers actionable insights, fueling smarter decisions and driving true alpha. |
TokenOwl aggregates financial accounts in one place with trustless AI. It lets highly active traders calculate taxes with greater accuracy and generate AI powered insights about their portfolio. Users can execute trades with prompts, build custom dashboards, and query their logs in natural language. |
| Website | https://www.keye.co | https://tokenowl.ai |
| Positives |
"Switched from our old tool and never looked back."
Rebecca Corwin - 5/5
|
"Clean UI and powerful features. Exactly what we needed."
Miss Meaghan Yost I - 5/5
|
| Negatives |
"Too complex for our needs. Not user-friendly."
Vern Gulgowski - 2/5
|
"Had to switch to a different solution after trying this."
Natalia Kuvalis - 1/5
|
| Details | View Full Review → | View Full Review → |
| Feature |
R
|
|
|---|---|---|
| Rating |
4.2
|
4.1
|
| Reviews | 10 | 12 |
| Description |
Keye is an AI software that lets private equity firms do due diligence for acquisitions faster and more accurately. Our customers can evaluate 10x more deals and fund better companies which leads directly to better returns/more alpha. -- Our system is the first of its kind to instantly generate complex, comprehensive data packs from raw data in any format, directly from the data room. This enables investors to gain an 80% understanding of a potential deal within moments, empowering them to say No to a deal earlier in the process and focus on high-potential opportunities. Traditionally, creating these detailed data packs, like cohort or retention analyses and customer roll-forwards, takes weeks, during which critical details may be overlooked, potentially costing funds millions in missed insights and poor decisions. -- Keye combines cutting-edge AI with deep private equity expertise to deliver powerful, multi-layered insights that go far beyond the simple summarizers and search functions offered by other tools. Our platform dives deep into both quantitative and qualitative due diligence data, offering high-impact analytics crafted specifically for private equity workflows. This isn’t just automation, it’s a purpose-built solution that uncovers actionable insights, fueling smarter decisions and driving true alpha. |
Remo is building AI copilots for onboarding and compliance teams at financial institutions. We automate highly manual processes like KYB, AML, and Ongoing Monitoring. |
| Website | https://www.keye.co | https://getremo.ai |
| Positives |
"Switched from our old tool and never looked back."
Rebecca Corwin - 5/5
|
"Well-designed interface and powerful features."
Mrs. Simone Hills - 5/5
|
| Negatives |
"Too complex for our needs. Not user-friendly."
Vern Gulgowski - 2/5
|
"Not quite what we expected. Lacking some key features."
Tabitha Bergnaum - 2/5
|
| Details | View Full Review → | View Full Review → |
| Feature | ||
|---|---|---|
| Rating |
4.2
|
4.0
|
| Reviews | 10 | 10 |
| Description |
Keye is an AI software that lets private equity firms do due diligence for acquisitions faster and more accurately. Our customers can evaluate 10x more deals and fund better companies which leads directly to better returns/more alpha. -- Our system is the first of its kind to instantly generate complex, comprehensive data packs from raw data in any format, directly from the data room. This enables investors to gain an 80% understanding of a potential deal within moments, empowering them to say No to a deal earlier in the process and focus on high-potential opportunities. Traditionally, creating these detailed data packs, like cohort or retention analyses and customer roll-forwards, takes weeks, during which critical details may be overlooked, potentially costing funds millions in missed insights and poor decisions. -- Keye combines cutting-edge AI with deep private equity expertise to deliver powerful, multi-layered insights that go far beyond the simple summarizers and search functions offered by other tools. Our platform dives deep into both quantitative and qualitative due diligence data, offering high-impact analytics crafted specifically for private equity workflows. This isn’t just automation, it’s a purpose-built solution that uncovers actionable insights, fueling smarter decisions and driving true alpha. |
For money managers to raise their next billion, they dedicate entire teams to spend days filling diligence questionnaires with recycled content. We do it in minutes using AI. Clients include Bridgewater, Coatue, Onex, Urban Partners, Yarra Capital, Axonic, NIAM, Raith Capital, Intl Farming, Hillsdale, White Oak, etc. |
| Website | https://www.keye.co | https://www.governgpt.com/ |
| Positives |
"Switched from our old tool and never looked back."
Rebecca Corwin - 5/5
|
"Well-designed interface and powerful features."
Dedrick Ferry - 5/5
|
| Negatives |
"Too complex for our needs. Not user-friendly."
Vern Gulgowski - 2/5
|
"Customer support was slow to respond to our issues."
Prof. Keith McLaughlin - 1/5
|
| Details | View Full Review → | View Full Review → |
| Feature |
S
|
|
|---|---|---|
| Rating |
4.2
|
3.9
|
| Reviews | 10 | 14 |
| Description |
Keye is an AI software that lets private equity firms do due diligence for acquisitions faster and more accurately. Our customers can evaluate 10x more deals and fund better companies which leads directly to better returns/more alpha. -- Our system is the first of its kind to instantly generate complex, comprehensive data packs from raw data in any format, directly from the data room. This enables investors to gain an 80% understanding of a potential deal within moments, empowering them to say No to a deal earlier in the process and focus on high-potential opportunities. Traditionally, creating these detailed data packs, like cohort or retention analyses and customer roll-forwards, takes weeks, during which critical details may be overlooked, potentially costing funds millions in missed insights and poor decisions. -- Keye combines cutting-edge AI with deep private equity expertise to deliver powerful, multi-layered insights that go far beyond the simple summarizers and search functions offered by other tools. Our platform dives deep into both quantitative and qualitative due diligence data, offering high-impact analytics crafted specifically for private equity workflows. This isn’t just automation, it’s a purpose-built solution that uncovers actionable insights, fueling smarter decisions and driving true alpha. |
Sphinx automates the manual work of compliance analysts. Our AI agents make AML decisions, helping banks and fintech eliminate onboarding bottlenecks. |
| Website | https://www.keye.co | https://sphinxhq.com/ |
| Positives |
"Switched from our old tool and never looked back."
Rebecca Corwin - 5/5
|
"Really impressed with the features and ease of use."
Arch Schaden - 5/5
|
| Negatives |
"Too complex for our needs. Not user-friendly."
Vern Gulgowski - 2/5
|
"Integration was difficult and documentation was unclear."
Dr. Eddie Heathcote - 1/5
|
| Details | View Full Review → | View Full Review → |
Keye vs Greenboard
| Feature | ||
|---|---|---|
| Rating |
4.2
|
3.9
|
| Reviews | 10 | 11 |
| Description |
Keye is an AI software that lets private equity firms do due diligence for acquisitions faster and more accurately. Our customers can evaluate 10x more deals and fund better companies which leads directly to better returns/more alpha. -- Our system is the first of its kind to instantly generate complex, comprehensive data packs from raw data in any format, directly from the data room. This enables investors to gain an 80% understanding of a potential deal within moments, empowering them to say No to a deal earlier in the process and focus on high-potential opportunities. Traditionally, creating these detailed data packs, like cohort or retention analyses and customer roll-forwards, takes weeks, during which critical details may be overlooked, potentially costing funds millions in missed insights and poor decisions. -- Keye combines cutting-edge AI with deep private equity expertise to deliver powerful, multi-layered insights that go far beyond the simple summarizers and search functions offered by other tools. Our platform dives deep into both quantitative and qualitative due diligence data, offering high-impact analytics crafted specifically for private equity workflows. This isn’t just automation, it’s a purpose-built solution that uncovers actionable insights, fueling smarter decisions and driving true alpha. |
Greenboard is building a singular, AI-powered platform to handle management of the entirety of financial firms’ compliance programs, and eventually all back office processes. Today, financial institutions use Greenboard to detect risk using AI and to rip out and replace the bad legacy back office tooling they have wanted to get rid of for years. Greenboard's mission is to enable financial institutions to operate their back office teams at a higher standard, with half of the headcount. We’re starting with compliance |
| Website | https://www.keye.co | https://www.greenboard.com |
| Positives |
"Switched from our old tool and never looked back."
Rebecca Corwin - 5/5
|
"Solid platform that delivers on its promises."
Dr. Yvonne Huels - 5/5
|
| Negatives |
"Too complex for our needs. Not user-friendly."
Vern Gulgowski - 2/5
|
"Missing important features we need for our workflow."
Destiny Powlowski - 1/5
|
| Details | View Full Review → | View Full Review → |
| Feature |
T
|
|
|---|---|---|
| Rating |
4.2
|
3.9
|
| Reviews | 10 | 9 |
| Description |
Keye is an AI software that lets private equity firms do due diligence for acquisitions faster and more accurately. Our customers can evaluate 10x more deals and fund better companies which leads directly to better returns/more alpha. -- Our system is the first of its kind to instantly generate complex, comprehensive data packs from raw data in any format, directly from the data room. This enables investors to gain an 80% understanding of a potential deal within moments, empowering them to say No to a deal earlier in the process and focus on high-potential opportunities. Traditionally, creating these detailed data packs, like cohort or retention analyses and customer roll-forwards, takes weeks, during which critical details may be overlooked, potentially costing funds millions in missed insights and poor decisions. -- Keye combines cutting-edge AI with deep private equity expertise to deliver powerful, multi-layered insights that go far beyond the simple summarizers and search functions offered by other tools. Our platform dives deep into both quantitative and qualitative due diligence data, offering high-impact analytics crafted specifically for private equity workflows. This isn’t just automation, it’s a purpose-built solution that uncovers actionable insights, fueling smarter decisions and driving true alpha. |
Tower accelerates transactional due diligence via an AI-powered, centralized diligence platform. By consolidating disparate diligence workflows, Tower helps lawyers stay organized, spot issues earlier, and close deals faster. |
| Website | https://www.keye.co | https://withtower.com |
| Positives |
"Switched from our old tool and never looked back."
Rebecca Corwin - 5/5
|
"Switched from our old tool and never looked back."
Finn Kunze - 5/5
|
| Negatives |
"Too complex for our needs. Not user-friendly."
Vern Gulgowski - 2/5
|
"Integration was difficult and documentation was unclear."
Lempi Tromp - 1/5
|
| Details | View Full Review → | View Full Review → |
| Feature |
L
|
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|---|---|---|
| Rating |
4.2
|
3.9
|
| Reviews | 10 | 7 |
| Description |
Keye is an AI software that lets private equity firms do due diligence for acquisitions faster and more accurately. Our customers can evaluate 10x more deals and fund better companies which leads directly to better returns/more alpha. -- Our system is the first of its kind to instantly generate complex, comprehensive data packs from raw data in any format, directly from the data room. This enables investors to gain an 80% understanding of a potential deal within moments, empowering them to say No to a deal earlier in the process and focus on high-potential opportunities. Traditionally, creating these detailed data packs, like cohort or retention analyses and customer roll-forwards, takes weeks, during which critical details may be overlooked, potentially costing funds millions in missed insights and poor decisions. -- Keye combines cutting-edge AI with deep private equity expertise to deliver powerful, multi-layered insights that go far beyond the simple summarizers and search functions offered by other tools. Our platform dives deep into both quantitative and qualitative due diligence data, offering high-impact analytics crafted specifically for private equity workflows. This isn’t just automation, it’s a purpose-built solution that uncovers actionable insights, fueling smarter decisions and driving true alpha. |
We’re building the first AI-Native Compliance Firm for RIAs, wealth advisors, and fintechs. We're doing this by blending AI workflows with veteran ex-regulators so we can keep firms SEC/FINRA-ready in minutes, not days. |
| Website | https://www.keye.co | https://luthor.ai |
| Positives |
"Switched from our old tool and never looked back."
Rebecca Corwin - 5/5
|
"Switched from our old tool and never looked back."
Mrs. Susanna Bashirian - 5/5
|
| Negatives |
"Too complex for our needs. Not user-friendly."
Vern Gulgowski - 2/5
|
"Customer support was slow to respond to our issues."
Dr. Rhea Weber IV - 1/5
|
| Details | View Full Review → | View Full Review → |
| Feature | ||
|---|---|---|
| Rating |
4.2
|
3.8
|
| Reviews | 10 | 12 |
| Description |
Keye is an AI software that lets private equity firms do due diligence for acquisitions faster and more accurately. Our customers can evaluate 10x more deals and fund better companies which leads directly to better returns/more alpha. -- Our system is the first of its kind to instantly generate complex, comprehensive data packs from raw data in any format, directly from the data room. This enables investors to gain an 80% understanding of a potential deal within moments, empowering them to say No to a deal earlier in the process and focus on high-potential opportunities. Traditionally, creating these detailed data packs, like cohort or retention analyses and customer roll-forwards, takes weeks, during which critical details may be overlooked, potentially costing funds millions in missed insights and poor decisions. -- Keye combines cutting-edge AI with deep private equity expertise to deliver powerful, multi-layered insights that go far beyond the simple summarizers and search functions offered by other tools. Our platform dives deep into both quantitative and qualitative due diligence data, offering high-impact analytics crafted specifically for private equity workflows. This isn’t just automation, it’s a purpose-built solution that uncovers actionable insights, fueling smarter decisions and driving true alpha. |
The world’s most important organizations deserve the world’s best financial infrastructure. We’re here to make sure they do. At Givefront, we've built a modern financial management platform designed specifically for nonprofits. With real-time budgeting, built-in compliance, and easy integrations, we replace the spreadsheets and guesswork with smart, automated systems. By transforming financial operations from reactive to real-time, Givefront empowers nonprofits to control every dollar, protect every grant, and move their missions forward faster, with greater efficiency, transparency, and trust. |
| Website | https://www.keye.co | https://givefront.com |
| Positives |
"Switched from our old tool and never looked back."
Rebecca Corwin - 5/5
|
"Really impressed with the features and ease of use."
Lazaro Yost - 5/5
|
| Negatives |
"Too complex for our needs. Not user-friendly."
Vern Gulgowski - 2/5
|
"Overpriced for what you get. Better alternatives exist."
Fae Ullrich Jr. - 1/5
|
| Details | View Full Review → | View Full Review → |
| Feature |
D
|
|
|---|---|---|
| Rating |
4.2
|
3.8
|
| Reviews | 10 | 10 |
| Description |
Keye is an AI software that lets private equity firms do due diligence for acquisitions faster and more accurately. Our customers can evaluate 10x more deals and fund better companies which leads directly to better returns/more alpha. -- Our system is the first of its kind to instantly generate complex, comprehensive data packs from raw data in any format, directly from the data room. This enables investors to gain an 80% understanding of a potential deal within moments, empowering them to say No to a deal earlier in the process and focus on high-potential opportunities. Traditionally, creating these detailed data packs, like cohort or retention analyses and customer roll-forwards, takes weeks, during which critical details may be overlooked, potentially costing funds millions in missed insights and poor decisions. -- Keye combines cutting-edge AI with deep private equity expertise to deliver powerful, multi-layered insights that go far beyond the simple summarizers and search functions offered by other tools. Our platform dives deep into both quantitative and qualitative due diligence data, offering high-impact analytics crafted specifically for private equity workflows. This isn’t just automation, it’s a purpose-built solution that uncovers actionable insights, fueling smarter decisions and driving true alpha. |
Dimely builds AI agents for B2B SaaS finance teams. Our agents automate and bring visibility to time-consuming and error-prone finance workflows so teams can stay lean and audit-ready. We do this by completing, logging, and reconciling the data work, including converting contracts to invoices, calculating overages, reconciling payments, and streamlining revenue recognition. We pride ourselves in our fast time to value. Dimely seamlessly slots into your existing workflows without requiring a rip and replace, meaning you'll immediately see results from Day 1. Stop spending hours on billing today! |
| Website | https://www.keye.co | https://dimely.com/ |
| Positives |
"Switched from our old tool and never looked back."
Rebecca Corwin - 5/5
|
"Easy to set up and get started. Very intuitive."
Scotty Aufderhar - 5/5
|
| Negatives |
"Too complex for our needs. Not user-friendly."
Vern Gulgowski - 2/5
|
"Had to switch to a different solution after trying this."
Kay Stracke - 1/5
|
| Details | View Full Review → | View Full Review → |
Keye vs Centauri AI
| Feature | ||
|---|---|---|
| Rating |
4.2
|
3.8
|
| Reviews | 10 | 5 |
| Description |
Keye is an AI software that lets private equity firms do due diligence for acquisitions faster and more accurately. Our customers can evaluate 10x more deals and fund better companies which leads directly to better returns/more alpha. -- Our system is the first of its kind to instantly generate complex, comprehensive data packs from raw data in any format, directly from the data room. This enables investors to gain an 80% understanding of a potential deal within moments, empowering them to say No to a deal earlier in the process and focus on high-potential opportunities. Traditionally, creating these detailed data packs, like cohort or retention analyses and customer roll-forwards, takes weeks, during which critical details may be overlooked, potentially costing funds millions in missed insights and poor decisions. -- Keye combines cutting-edge AI with deep private equity expertise to deliver powerful, multi-layered insights that go far beyond the simple summarizers and search functions offered by other tools. Our platform dives deep into both quantitative and qualitative due diligence data, offering high-impact analytics crafted specifically for private equity workflows. This isn’t just automation, it’s a purpose-built solution that uncovers actionable insights, fueling smarter decisions and driving true alpha. |
Centauri AI is a modern ETL and Data Science platform for banks and investment firms, starting with Structured Finance. Financial firms heavily rely on Excel, PDF, and PPT files to exchange complex asset details, leading analysts to spend hours crunching the files and extracting insights. Moreover, these data files and reports cannot be easily reused due to poor data infrastructure. Powered by AI, our product cuts hours of data wrangling work down to minutes and makes it possible to query past data easily. This helps firms evaluate assets faster and win more deals. Since launching last month, we've started a pilot with a brokerage team at a public investment bank that now uses our product daily. Aiming to serve over 100,000 investment teams needing complex data analysis for alternative investments, this opens up a potential $5 billion market. |
| Website | https://www.keye.co | https://centauri-ai.tech |
| Positives |
"Switched from our old tool and never looked back."
Rebecca Corwin - 5/5
|
"Easy to set up and get started. Very intuitive."
Alden Beahan - 5/5
|
| Negatives |
"Too complex for our needs. Not user-friendly."
Vern Gulgowski - 2/5
|
"Too complex for our needs. Not user-friendly."
Mr. Ezra Little - 1/5
|
| Details | View Full Review → | View Full Review → |
| Feature | ||
|---|---|---|
| Rating |
4.2
|
3.5
|
| Reviews | 10 | 4 |
| Description |
Keye is an AI software that lets private equity firms do due diligence for acquisitions faster and more accurately. Our customers can evaluate 10x more deals and fund better companies which leads directly to better returns/more alpha. -- Our system is the first of its kind to instantly generate complex, comprehensive data packs from raw data in any format, directly from the data room. This enables investors to gain an 80% understanding of a potential deal within moments, empowering them to say No to a deal earlier in the process and focus on high-potential opportunities. Traditionally, creating these detailed data packs, like cohort or retention analyses and customer roll-forwards, takes weeks, during which critical details may be overlooked, potentially costing funds millions in missed insights and poor decisions. -- Keye combines cutting-edge AI with deep private equity expertise to deliver powerful, multi-layered insights that go far beyond the simple summarizers and search functions offered by other tools. Our platform dives deep into both quantitative and qualitative due diligence data, offering high-impact analytics crafted specifically for private equity workflows. This isn’t just automation, it’s a purpose-built solution that uncovers actionable insights, fueling smarter decisions and driving true alpha. |
Intercept lets CPG brands challenge incorrect charges from retail chains. It ingests all of a brand’s fees across their retailer portals and emails, flags the fees that can be disputed, and automates away the mundane tasks involved in fee disputes. What previously took a team of people is now manageable by a single person. |
| Website | https://www.keye.co | https://tryintercept.com/ |
| Positives |
"Switched from our old tool and never looked back."
Rebecca Corwin - 5/5
|
"Fast, reliable, and constantly improving. Great product!"
Nicolas Effertz - 5/5
|
| Negatives |
"Too complex for our needs. Not user-friendly."
Vern Gulgowski - 2/5
|
"The interface is confusing and needs improvement."
Carrie Lebsack - 2/5
|
| Details | View Full Review → | View Full Review → |
| Feature | ||
|---|---|---|
| Rating |
4.2
|
3.4
|
| Reviews | 10 | 5 |
| Description |
Keye is an AI software that lets private equity firms do due diligence for acquisitions faster and more accurately. Our customers can evaluate 10x more deals and fund better companies which leads directly to better returns/more alpha. -- Our system is the first of its kind to instantly generate complex, comprehensive data packs from raw data in any format, directly from the data room. This enables investors to gain an 80% understanding of a potential deal within moments, empowering them to say No to a deal earlier in the process and focus on high-potential opportunities. Traditionally, creating these detailed data packs, like cohort or retention analyses and customer roll-forwards, takes weeks, during which critical details may be overlooked, potentially costing funds millions in missed insights and poor decisions. -- Keye combines cutting-edge AI with deep private equity expertise to deliver powerful, multi-layered insights that go far beyond the simple summarizers and search functions offered by other tools. Our platform dives deep into both quantitative and qualitative due diligence data, offering high-impact analytics crafted specifically for private equity workflows. This isn’t just automation, it’s a purpose-built solution that uncovers actionable insights, fueling smarter decisions and driving true alpha. |
Revi helps Investment Banks, PE firms, and Corporate Development teams source new deals. We do this by using agentic workflows to replicate their end-to-end deal origination process, entirely removing the trade-off between precision and scalability. We released the first version of Revi in September 2023 and now have companies like KPMG and platforms backed by KKR and Nordic Capital using our product. |
| Website | https://www.keye.co | https://www.revi.ai/ |
| Positives |
"Switched from our old tool and never looked back."
Rebecca Corwin - 5/5
|
"Great tool! Exactly what we needed for our workflow."
Katharina Zemlak - 5/5
|
| Negatives |
"Too complex for our needs. Not user-friendly."
Vern Gulgowski - 2/5
|
"Had to switch to a different solution after trying this."
Tanya Kertzmann - 2/5
|
| Details | View Full Review → | View Full Review → |
| Feature | ||
|---|---|---|
| Rating |
4.2
|
3.2
|
| Reviews | 10 | 5 |
| Description |
Keye is an AI software that lets private equity firms do due diligence for acquisitions faster and more accurately. Our customers can evaluate 10x more deals and fund better companies which leads directly to better returns/more alpha. -- Our system is the first of its kind to instantly generate complex, comprehensive data packs from raw data in any format, directly from the data room. This enables investors to gain an 80% understanding of a potential deal within moments, empowering them to say No to a deal earlier in the process and focus on high-potential opportunities. Traditionally, creating these detailed data packs, like cohort or retention analyses and customer roll-forwards, takes weeks, during which critical details may be overlooked, potentially costing funds millions in missed insights and poor decisions. -- Keye combines cutting-edge AI with deep private equity expertise to deliver powerful, multi-layered insights that go far beyond the simple summarizers and search functions offered by other tools. Our platform dives deep into both quantitative and qualitative due diligence data, offering high-impact analytics crafted specifically for private equity workflows. This isn’t just automation, it’s a purpose-built solution that uncovers actionable insights, fueling smarter decisions and driving true alpha. |
Fintechs, banks, and other institutions managing financial services face constant pressure to reduce costs, enhance customer experience, and ensure regulatory compliance. PathPilot provides the speed of pre-built AI agents combined with the flexibility of full customization. This enables internal teams to remain in full control, designing, deploying, and governing AI solutions independently, without reliance on external vendors. |
| Website | https://www.keye.co | https://www.getpathpilot.com/ |
| Positives |
"Switched from our old tool and never looked back."
Rebecca Corwin - 5/5
|
"Great price point for the features offered."
Camylle Zieme - 5/5
|
| Negatives |
"Too complex for our needs. Not user-friendly."
Vern Gulgowski - 2/5
|
"Had to switch to a different solution after trying this."
Miss Chanel Dickens - 1/5
|
| Details | View Full Review → | View Full Review → |
Keye vs Zoa Research
| Feature | ||
|---|---|---|
| Rating |
4.2
|
3.2
|
| Reviews | 10 | 5 |
| Description |
Keye is an AI software that lets private equity firms do due diligence for acquisitions faster and more accurately. Our customers can evaluate 10x more deals and fund better companies which leads directly to better returns/more alpha. -- Our system is the first of its kind to instantly generate complex, comprehensive data packs from raw data in any format, directly from the data room. This enables investors to gain an 80% understanding of a potential deal within moments, empowering them to say No to a deal earlier in the process and focus on high-potential opportunities. Traditionally, creating these detailed data packs, like cohort or retention analyses and customer roll-forwards, takes weeks, during which critical details may be overlooked, potentially costing funds millions in missed insights and poor decisions. -- Keye combines cutting-edge AI with deep private equity expertise to deliver powerful, multi-layered insights that go far beyond the simple summarizers and search functions offered by other tools. Our platform dives deep into both quantitative and qualitative due diligence data, offering high-impact analytics crafted specifically for private equity workflows. This isn’t just automation, it’s a purpose-built solution that uncovers actionable insights, fueling smarter decisions and driving true alpha. |
Historically, quantitative models are domain specific. Brilliant people spend their best years testing features, tuning hyperparameters, and iterating architectures within a narrow domain. But scale is the panacea: large models will find patterns people, and specialized models, could not. Forecasting generalizes. Zoa trains cross-domain event forecasting engines. *Automating Iteration* LLMs, embedded in multi-agent optimization loops and evaluated against fixed policies, can automate the build-test-improve modeling cycle. Think AlphaEvolve for forecasting problems. *Sample-Efficient General Models* Today’s forecasting models are narrowly crafted with deep human priors. But larger models will outperform state-of-the-art specialized models. Unlike existing event models, our models leverage data from across contexts and rely less on human intuition. And compared to LLMs, our models are built with more inductive priors and rely more heavily on inference-time compute, improving sample efficiency. *Why It Matters* In the real economy, our models could be useful for forecasting supply chain volatility, energy supply and demand, even earthquake risk. Science is, Ian Hacking writes, the taming of chance. It is the process of iteratively updating priors (something like: identify uncertainty, conceive experiment to reduce uncertainty, execute, update). If science is uncertainty-reduction, forecasting is a critical measure of progress. Better forecasting improves our ability to select interesting experiments (roughly those with greatest expected uncertainty reduction) and update priors. Our models will be used by labs and academics in data-heavy domains. Sam's ex-girlfriend introduced him to Greg back at Carnegie Mellon in 2017, and while that relationship didn't last, their friendship has. After college, Greg went to Harvard Law School, while Sam worked for three years at Jane Street on their Options desk, building & leading a satellite dev team. |
| Website | https://www.keye.co | https://zoaresearch.com |
| Positives |
"Switched from our old tool and never looked back."
Rebecca Corwin - 5/5
|
"Excellent customer support and reliable service."
Wilson Fahey - 5/5
|
| Negatives |
"Too complex for our needs. Not user-friendly."
Vern Gulgowski - 2/5
|
"The interface is confusing and needs improvement."
Jerod Williamson - 1/5
|
| Details | View Full Review → | View Full Review → |
| Feature |
R
|
|
|---|---|---|
| Rating |
4.2
|
4.2
|
| Reviews | 10 | 11 |
| Description |
Rulebase builds AI coworkers that help banks and fintechs review 100% of customer interactions in real time. Our agents flag compliance breaches, high-risk issues, and quality gaps across calls, chats, and emails, then route them to the right teammates. The result: up to 30% fewer escalations and QA cycles reduced from hours to minutes. |
Shiboleth automates consumer lending compliance for financial institutions using AI. Banks and fintechs use us to save months of manual work by automating audits and drafting reports for the governments. LLMs allow whole categories of manual compliance processes to be automated in ways that weren’t possible until recently. We are excited to automate back-office operations and enhance consumer protection in one of the most litigious industries. |
| Website | https://rulebase.co | https://www.shiboleth.ai/ |
| Positives |
"Solid platform that delivers on its promises."
Ellsworth Dibbert Jr. - 5/5
|
"Solid platform that delivers on its promises."
Ms. Marquise Little Sr. - 5/5
|
| Negatives |
"Too complex for our needs. Not user-friendly."
Dr. Olaf Funk - 2/5
|
"Integration was difficult and documentation was unclear."
Mr. Kay Sanford - 1/5
|
| Details | View Full Review → | View Full Review → |
| Feature |
R
|
|
|---|---|---|
| Rating |
4.2
|
4.2
|
| Reviews | 10 | 12 |
| Description |
Rulebase builds AI coworkers that help banks and fintechs review 100% of customer interactions in real time. Our agents flag compliance breaches, high-risk issues, and quality gaps across calls, chats, and emails, then route them to the right teammates. The result: up to 30% fewer escalations and QA cycles reduced from hours to minutes. |
CollectWise automates consumer debt collection with AI. Our platform allows creditors and agencies to double their recovery rates while reducing collection costs by 75%. |
| Website | https://rulebase.co | https://collectwise.com/ |
| Positives |
"Solid platform that delivers on its promises."
Ellsworth Dibbert Jr. - 5/5
|
"Outstanding performance and great documentation."
Felipa Baumbach - 5/5
|
| Negatives |
"Too complex for our needs. Not user-friendly."
Dr. Olaf Funk - 2/5
|
"Integration was difficult and documentation was unclear."
Alyson Stanton - 1/5
|
| Details | View Full Review → | View Full Review → |
| Feature |
R
|
A
|
|---|---|---|
| Rating |
4.2
|
4.2
|
| Reviews | 10 | 6 |
| Description |
Rulebase builds AI coworkers that help banks and fintechs review 100% of customer interactions in real time. Our agents flag compliance breaches, high-risk issues, and quality gaps across calls, chats, and emails, then route them to the right teammates. The result: up to 30% fewer escalations and QA cycles reduced from hours to minutes. |
We’re building a research lab that puts its ideas to the test in one of the most complex, information-rich environments in the world: the financial markets. Much of trading still depends on hand-crafted signals and intuition. We’re approaching it differently - from first principles. We design systems that learn, adapt, and improve with data. Our infrastructure is built to accelerate research: fast iteration loops, real-time feedback, and direct connection between ideas and outcomes. We’re starting with liquid markets like equities and options - high-dimensional, dynamic systems where traditional pipelines break down. Our goal isn’t just to model them better - it’s to build a platform for experimentation, where every result tightens the loop between theory and practice. If you care about learning systems, clean abstractions, and applying research in the wild - we’re hiring. |
| Website | https://rulebase.co | https://attimet.com/ |
| Positives |
"Solid platform that delivers on its promises."
Ellsworth Dibbert Jr. - 5/5
|
"Great tool! Exactly what we needed for our workflow."
Emely Walsh - 5/5
|
| Negatives |
"Too complex for our needs. Not user-friendly."
Dr. Olaf Funk - 2/5
|
"Had to switch to a different solution after trying this."
Alyce Volkman - 2/5
|
| Details | View Full Review → | View Full Review → |
| Feature |
R
|
|
|---|---|---|
| Rating |
4.2
|
4.1
|
| Reviews | 10 | 7 |
| Description |
Rulebase builds AI coworkers that help banks and fintechs review 100% of customer interactions in real time. Our agents flag compliance breaches, high-risk issues, and quality gaps across calls, chats, and emails, then route them to the right teammates. The result: up to 30% fewer escalations and QA cycles reduced from hours to minutes. |
We’re solving personal finances for a generation that’s been left to figure it all out alone. From managing cash to filing taxes to actually starting to invest, Winford gives everyone the real guidance and tools they need, all in one place. Download our app on the app store to get started! We also offer a cash account (AlphaCash) that goes beyond traditional and high yield savings accounts, allocating your idle dollars into high-quality, short-term bonds through money market funds, personalized for your taxes and goals. Included with Winford subscriptions or available on its own. |
| Website | https://rulebase.co | https://winfordwealth.com |
| Positives |
"Solid platform that delivers on its promises."
Ellsworth Dibbert Jr. - 5/5
|
"Switched from our old tool and never looked back."
Baron Prohaska - 5/5
|
| Negatives |
"Too complex for our needs. Not user-friendly."
Dr. Olaf Funk - 2/5
|
"The interface is confusing and needs improvement."
Dr. German Marquardt II - 2/5
|
| Details | View Full Review → | View Full Review → |
| Feature |
R
|
M
|
|---|---|---|
| Rating |
4.2
|
4.1
|
| Reviews | 10 | 7 |
| Description |
Rulebase builds AI coworkers that help banks and fintechs review 100% of customer interactions in real time. Our agents flag compliance breaches, high-risk issues, and quality gaps across calls, chats, and emails, then route them to the right teammates. The result: up to 30% fewer escalations and QA cycles reduced from hours to minutes. |
Team: Chaz: Founder of Fat Llama YC S17 - Acquired by Hygglo. Responsible for Business and Sales Arns: Founder of Fancy S20 - Acquired by Gopuff, Responsible for tech and product. |
| Website | https://rulebase.co | https://www.modelml.com/ |
| Positives |
"Solid platform that delivers on its promises."
Ellsworth Dibbert Jr. - 5/5
|
"Has significantly improved our team's productivity."
Haley Green V - 5/5
|
| Negatives |
"Too complex for our needs. Not user-friendly."
Dr. Olaf Funk - 2/5
|
"Integration was difficult and documentation was unclear."
Marlon Pfannerstill - 1/5
|
| Details | View Full Review → | View Full Review → |
| Feature |
R
|
T
|
|---|---|---|
| Rating |
4.2
|
4.1
|
| Reviews | 10 | 8 |
| Description |
Rulebase builds AI coworkers that help banks and fintechs review 100% of customer interactions in real time. Our agents flag compliance breaches, high-risk issues, and quality gaps across calls, chats, and emails, then route them to the right teammates. The result: up to 30% fewer escalations and QA cycles reduced from hours to minutes. |
TokenOwl aggregates financial accounts in one place with trustless AI. It lets highly active traders calculate taxes with greater accuracy and generate AI powered insights about their portfolio. Users can execute trades with prompts, build custom dashboards, and query their logs in natural language. |
| Website | https://rulebase.co | https://tokenowl.ai |
| Positives |
"Solid platform that delivers on its promises."
Ellsworth Dibbert Jr. - 5/5
|
"Clean UI and powerful features. Exactly what we needed."
Miss Meaghan Yost I - 5/5
|
| Negatives |
"Too complex for our needs. Not user-friendly."
Dr. Olaf Funk - 2/5
|
"Had to switch to a different solution after trying this."
Natalia Kuvalis - 1/5
|
| Details | View Full Review → | View Full Review → |
| Feature |
R
|
R
|
|---|---|---|
| Rating |
4.2
|
4.1
|
| Reviews | 10 | 12 |
| Description |
Rulebase builds AI coworkers that help banks and fintechs review 100% of customer interactions in real time. Our agents flag compliance breaches, high-risk issues, and quality gaps across calls, chats, and emails, then route them to the right teammates. The result: up to 30% fewer escalations and QA cycles reduced from hours to minutes. |
Remo is building AI copilots for onboarding and compliance teams at financial institutions. We automate highly manual processes like KYB, AML, and Ongoing Monitoring. |
| Website | https://rulebase.co | https://getremo.ai |
| Positives |
"Solid platform that delivers on its promises."
Ellsworth Dibbert Jr. - 5/5
|
"Well-designed interface and powerful features."
Mrs. Simone Hills - 5/5
|
| Negatives |
"Too complex for our needs. Not user-friendly."
Dr. Olaf Funk - 2/5
|
"Not quite what we expected. Lacking some key features."
Tabitha Bergnaum - 2/5
|
| Details | View Full Review → | View Full Review → |
| Feature |
R
|
|
|---|---|---|
| Rating |
4.2
|
4.0
|
| Reviews | 10 | 10 |
| Description |
Rulebase builds AI coworkers that help banks and fintechs review 100% of customer interactions in real time. Our agents flag compliance breaches, high-risk issues, and quality gaps across calls, chats, and emails, then route them to the right teammates. The result: up to 30% fewer escalations and QA cycles reduced from hours to minutes. |
For money managers to raise their next billion, they dedicate entire teams to spend days filling diligence questionnaires with recycled content. We do it in minutes using AI. Clients include Bridgewater, Coatue, Onex, Urban Partners, Yarra Capital, Axonic, NIAM, Raith Capital, Intl Farming, Hillsdale, White Oak, etc. |
| Website | https://rulebase.co | https://www.governgpt.com/ |
| Positives |
"Solid platform that delivers on its promises."
Ellsworth Dibbert Jr. - 5/5
|
"Well-designed interface and powerful features."
Dedrick Ferry - 5/5
|
| Negatives |
"Too complex for our needs. Not user-friendly."
Dr. Olaf Funk - 2/5
|
"Customer support was slow to respond to our issues."
Prof. Keith McLaughlin - 1/5
|
| Details | View Full Review → | View Full Review → |
| Feature |
R
|
S
|
|---|---|---|
| Rating |
4.2
|
3.9
|
| Reviews | 10 | 14 |
| Description |
Rulebase builds AI coworkers that help banks and fintechs review 100% of customer interactions in real time. Our agents flag compliance breaches, high-risk issues, and quality gaps across calls, chats, and emails, then route them to the right teammates. The result: up to 30% fewer escalations and QA cycles reduced from hours to minutes. |
Sphinx automates the manual work of compliance analysts. Our AI agents make AML decisions, helping banks and fintech eliminate onboarding bottlenecks. |
| Website | https://rulebase.co | https://sphinxhq.com/ |
| Positives |
"Solid platform that delivers on its promises."
Ellsworth Dibbert Jr. - 5/5
|
"Really impressed with the features and ease of use."
Arch Schaden - 5/5
|
| Negatives |
"Too complex for our needs. Not user-friendly."
Dr. Olaf Funk - 2/5
|
"Integration was difficult and documentation was unclear."
Dr. Eddie Heathcote - 1/5
|
| Details | View Full Review → | View Full Review → |
| Feature |
R
|
|
|---|---|---|
| Rating |
4.2
|
3.9
|
| Reviews | 10 | 11 |
| Description |
Rulebase builds AI coworkers that help banks and fintechs review 100% of customer interactions in real time. Our agents flag compliance breaches, high-risk issues, and quality gaps across calls, chats, and emails, then route them to the right teammates. The result: up to 30% fewer escalations and QA cycles reduced from hours to minutes. |
Greenboard is building a singular, AI-powered platform to handle management of the entirety of financial firms’ compliance programs, and eventually all back office processes. Today, financial institutions use Greenboard to detect risk using AI and to rip out and replace the bad legacy back office tooling they have wanted to get rid of for years. Greenboard's mission is to enable financial institutions to operate their back office teams at a higher standard, with half of the headcount. We’re starting with compliance |
| Website | https://rulebase.co | https://www.greenboard.com |
| Positives |
"Solid platform that delivers on its promises."
Ellsworth Dibbert Jr. - 5/5
|
"Solid platform that delivers on its promises."
Dr. Yvonne Huels - 5/5
|
| Negatives |
"Too complex for our needs. Not user-friendly."
Dr. Olaf Funk - 2/5
|
"Missing important features we need for our workflow."
Destiny Powlowski - 1/5
|
| Details | View Full Review → | View Full Review → |
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4.2
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3.9
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| Reviews | 10 | 9 |
| Description |
Rulebase builds AI coworkers that help banks and fintechs review 100% of customer interactions in real time. Our agents flag compliance breaches, high-risk issues, and quality gaps across calls, chats, and emails, then route them to the right teammates. The result: up to 30% fewer escalations and QA cycles reduced from hours to minutes. |
Tower accelerates transactional due diligence via an AI-powered, centralized diligence platform. By consolidating disparate diligence workflows, Tower helps lawyers stay organized, spot issues earlier, and close deals faster. |
| Website | https://rulebase.co | https://withtower.com |
| Positives |
"Solid platform that delivers on its promises."
Ellsworth Dibbert Jr. - 5/5
|
"Switched from our old tool and never looked back."
Finn Kunze - 5/5
|
| Negatives |
"Too complex for our needs. Not user-friendly."
Dr. Olaf Funk - 2/5
|
"Integration was difficult and documentation was unclear."
Lempi Tromp - 1/5
|
| Details | View Full Review → | View Full Review → |
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4.2
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3.9
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| Reviews | 10 | 7 |
| Description |
Rulebase builds AI coworkers that help banks and fintechs review 100% of customer interactions in real time. Our agents flag compliance breaches, high-risk issues, and quality gaps across calls, chats, and emails, then route them to the right teammates. The result: up to 30% fewer escalations and QA cycles reduced from hours to minutes. |
We’re building the first AI-Native Compliance Firm for RIAs, wealth advisors, and fintechs. We're doing this by blending AI workflows with veteran ex-regulators so we can keep firms SEC/FINRA-ready in minutes, not days. |
| Website | https://rulebase.co | https://luthor.ai |
| Positives |
"Solid platform that delivers on its promises."
Ellsworth Dibbert Jr. - 5/5
|
"Switched from our old tool and never looked back."
Mrs. Susanna Bashirian - 5/5
|
| Negatives |
"Too complex for our needs. Not user-friendly."
Dr. Olaf Funk - 2/5
|
"Customer support was slow to respond to our issues."
Dr. Rhea Weber IV - 1/5
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| Details | View Full Review → | View Full Review → |
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| Rating |
4.2
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3.8
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| Reviews | 10 | 12 |
| Description |
Rulebase builds AI coworkers that help banks and fintechs review 100% of customer interactions in real time. Our agents flag compliance breaches, high-risk issues, and quality gaps across calls, chats, and emails, then route them to the right teammates. The result: up to 30% fewer escalations and QA cycles reduced from hours to minutes. |
The world’s most important organizations deserve the world’s best financial infrastructure. We’re here to make sure they do. At Givefront, we've built a modern financial management platform designed specifically for nonprofits. With real-time budgeting, built-in compliance, and easy integrations, we replace the spreadsheets and guesswork with smart, automated systems. By transforming financial operations from reactive to real-time, Givefront empowers nonprofits to control every dollar, protect every grant, and move their missions forward faster, with greater efficiency, transparency, and trust. |
| Website | https://rulebase.co | https://givefront.com |
| Positives |
"Solid platform that delivers on its promises."
Ellsworth Dibbert Jr. - 5/5
|
"Really impressed with the features and ease of use."
Lazaro Yost - 5/5
|
| Negatives |
"Too complex for our needs. Not user-friendly."
Dr. Olaf Funk - 2/5
|
"Overpriced for what you get. Better alternatives exist."
Fae Ullrich Jr. - 1/5
|
| Details | View Full Review → | View Full Review → |
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| Rating |
4.2
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3.8
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| Reviews | 10 | 10 |
| Description |
Rulebase builds AI coworkers that help banks and fintechs review 100% of customer interactions in real time. Our agents flag compliance breaches, high-risk issues, and quality gaps across calls, chats, and emails, then route them to the right teammates. The result: up to 30% fewer escalations and QA cycles reduced from hours to minutes. |
Dimely builds AI agents for B2B SaaS finance teams. Our agents automate and bring visibility to time-consuming and error-prone finance workflows so teams can stay lean and audit-ready. We do this by completing, logging, and reconciling the data work, including converting contracts to invoices, calculating overages, reconciling payments, and streamlining revenue recognition. We pride ourselves in our fast time to value. Dimely seamlessly slots into your existing workflows without requiring a rip and replace, meaning you'll immediately see results from Day 1. Stop spending hours on billing today! |
| Website | https://rulebase.co | https://dimely.com/ |
| Positives |
"Solid platform that delivers on its promises."
Ellsworth Dibbert Jr. - 5/5
|
"Easy to set up and get started. Very intuitive."
Scotty Aufderhar - 5/5
|
| Negatives |
"Too complex for our needs. Not user-friendly."
Dr. Olaf Funk - 2/5
|
"Had to switch to a different solution after trying this."
Kay Stracke - 1/5
|
| Details | View Full Review → | View Full Review → |
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| Rating |
4.2
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3.8
|
| Reviews | 10 | 5 |
| Description |
Rulebase builds AI coworkers that help banks and fintechs review 100% of customer interactions in real time. Our agents flag compliance breaches, high-risk issues, and quality gaps across calls, chats, and emails, then route them to the right teammates. The result: up to 30% fewer escalations and QA cycles reduced from hours to minutes. |
Centauri AI is a modern ETL and Data Science platform for banks and investment firms, starting with Structured Finance. Financial firms heavily rely on Excel, PDF, and PPT files to exchange complex asset details, leading analysts to spend hours crunching the files and extracting insights. Moreover, these data files and reports cannot be easily reused due to poor data infrastructure. Powered by AI, our product cuts hours of data wrangling work down to minutes and makes it possible to query past data easily. This helps firms evaluate assets faster and win more deals. Since launching last month, we've started a pilot with a brokerage team at a public investment bank that now uses our product daily. Aiming to serve over 100,000 investment teams needing complex data analysis for alternative investments, this opens up a potential $5 billion market. |
| Website | https://rulebase.co | https://centauri-ai.tech |
| Positives |
"Solid platform that delivers on its promises."
Ellsworth Dibbert Jr. - 5/5
|
"Easy to set up and get started. Very intuitive."
Alden Beahan - 5/5
|
| Negatives |
"Too complex for our needs. Not user-friendly."
Dr. Olaf Funk - 2/5
|
"Too complex for our needs. Not user-friendly."
Mr. Ezra Little - 1/5
|
| Details | View Full Review → | View Full Review → |
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| Rating |
4.2
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3.5
|
| Reviews | 10 | 4 |
| Description |
Rulebase builds AI coworkers that help banks and fintechs review 100% of customer interactions in real time. Our agents flag compliance breaches, high-risk issues, and quality gaps across calls, chats, and emails, then route them to the right teammates. The result: up to 30% fewer escalations and QA cycles reduced from hours to minutes. |
Intercept lets CPG brands challenge incorrect charges from retail chains. It ingests all of a brand’s fees across their retailer portals and emails, flags the fees that can be disputed, and automates away the mundane tasks involved in fee disputes. What previously took a team of people is now manageable by a single person. |
| Website | https://rulebase.co | https://tryintercept.com/ |
| Positives |
"Solid platform that delivers on its promises."
Ellsworth Dibbert Jr. - 5/5
|
"Fast, reliable, and constantly improving. Great product!"
Nicolas Effertz - 5/5
|
| Negatives |
"Too complex for our needs. Not user-friendly."
Dr. Olaf Funk - 2/5
|
"The interface is confusing and needs improvement."
Carrie Lebsack - 2/5
|
| Details | View Full Review → | View Full Review → |
| Feature |
R
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| Rating |
4.2
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3.4
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| Reviews | 10 | 5 |
| Description |
Rulebase builds AI coworkers that help banks and fintechs review 100% of customer interactions in real time. Our agents flag compliance breaches, high-risk issues, and quality gaps across calls, chats, and emails, then route them to the right teammates. The result: up to 30% fewer escalations and QA cycles reduced from hours to minutes. |
Revi helps Investment Banks, PE firms, and Corporate Development teams source new deals. We do this by using agentic workflows to replicate their end-to-end deal origination process, entirely removing the trade-off between precision and scalability. We released the first version of Revi in September 2023 and now have companies like KPMG and platforms backed by KKR and Nordic Capital using our product. |
| Website | https://rulebase.co | https://www.revi.ai/ |
| Positives |
"Solid platform that delivers on its promises."
Ellsworth Dibbert Jr. - 5/5
|
"Great tool! Exactly what we needed for our workflow."
Katharina Zemlak - 5/5
|
| Negatives |
"Too complex for our needs. Not user-friendly."
Dr. Olaf Funk - 2/5
|
"Had to switch to a different solution after trying this."
Tanya Kertzmann - 2/5
|
| Details | View Full Review → | View Full Review → |
| Feature |
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| Rating |
4.2
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3.2
|
| Reviews | 10 | 5 |
| Description |
Rulebase builds AI coworkers that help banks and fintechs review 100% of customer interactions in real time. Our agents flag compliance breaches, high-risk issues, and quality gaps across calls, chats, and emails, then route them to the right teammates. The result: up to 30% fewer escalations and QA cycles reduced from hours to minutes. |
Fintechs, banks, and other institutions managing financial services face constant pressure to reduce costs, enhance customer experience, and ensure regulatory compliance. PathPilot provides the speed of pre-built AI agents combined with the flexibility of full customization. This enables internal teams to remain in full control, designing, deploying, and governing AI solutions independently, without reliance on external vendors. |
| Website | https://rulebase.co | https://www.getpathpilot.com/ |
| Positives |
"Solid platform that delivers on its promises."
Ellsworth Dibbert Jr. - 5/5
|
"Great price point for the features offered."
Camylle Zieme - 5/5
|
| Negatives |
"Too complex for our needs. Not user-friendly."
Dr. Olaf Funk - 2/5
|
"Had to switch to a different solution after trying this."
Miss Chanel Dickens - 1/5
|
| Details | View Full Review → | View Full Review → |
| Feature |
R
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| Rating |
4.2
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3.2
|
| Reviews | 10 | 5 |
| Description |
Rulebase builds AI coworkers that help banks and fintechs review 100% of customer interactions in real time. Our agents flag compliance breaches, high-risk issues, and quality gaps across calls, chats, and emails, then route them to the right teammates. The result: up to 30% fewer escalations and QA cycles reduced from hours to minutes. |
Historically, quantitative models are domain specific. Brilliant people spend their best years testing features, tuning hyperparameters, and iterating architectures within a narrow domain. But scale is the panacea: large models will find patterns people, and specialized models, could not. Forecasting generalizes. Zoa trains cross-domain event forecasting engines. *Automating Iteration* LLMs, embedded in multi-agent optimization loops and evaluated against fixed policies, can automate the build-test-improve modeling cycle. Think AlphaEvolve for forecasting problems. *Sample-Efficient General Models* Today’s forecasting models are narrowly crafted with deep human priors. But larger models will outperform state-of-the-art specialized models. Unlike existing event models, our models leverage data from across contexts and rely less on human intuition. And compared to LLMs, our models are built with more inductive priors and rely more heavily on inference-time compute, improving sample efficiency. *Why It Matters* In the real economy, our models could be useful for forecasting supply chain volatility, energy supply and demand, even earthquake risk. Science is, Ian Hacking writes, the taming of chance. It is the process of iteratively updating priors (something like: identify uncertainty, conceive experiment to reduce uncertainty, execute, update). If science is uncertainty-reduction, forecasting is a critical measure of progress. Better forecasting improves our ability to select interesting experiments (roughly those with greatest expected uncertainty reduction) and update priors. Our models will be used by labs and academics in data-heavy domains. Sam's ex-girlfriend introduced him to Greg back at Carnegie Mellon in 2017, and while that relationship didn't last, their friendship has. After college, Greg went to Harvard Law School, while Sam worked for three years at Jane Street on their Options desk, building & leading a satellite dev team. |
| Website | https://rulebase.co | https://zoaresearch.com |
| Positives |
"Solid platform that delivers on its promises."
Ellsworth Dibbert Jr. - 5/5
|
"Excellent customer support and reliable service."
Wilson Fahey - 5/5
|
| Negatives |
"Too complex for our needs. Not user-friendly."
Dr. Olaf Funk - 2/5
|
"The interface is confusing and needs improvement."
Jerod Williamson - 1/5
|
| Details | View Full Review → | View Full Review → |
| Feature | ||
|---|---|---|
| Rating |
4.2
|
4.2
|
| Reviews | 11 | 12 |
| Description |
Shiboleth automates consumer lending compliance for financial institutions using AI. Banks and fintechs use us to save months of manual work by automating audits and drafting reports for the governments. LLMs allow whole categories of manual compliance processes to be automated in ways that weren’t possible until recently. We are excited to automate back-office operations and enhance consumer protection in one of the most litigious industries. |
CollectWise automates consumer debt collection with AI. Our platform allows creditors and agencies to double their recovery rates while reducing collection costs by 75%. |
| Website | https://www.shiboleth.ai/ | https://collectwise.com/ |
| Positives |
"Solid platform that delivers on its promises."
Ms. Marquise Little Sr. - 5/5
|
"Outstanding performance and great documentation."
Felipa Baumbach - 5/5
|
| Negatives |
"Integration was difficult and documentation was unclear."
Mr. Kay Sanford - 1/5
|
"Integration was difficult and documentation was unclear."
Alyson Stanton - 1/5
|
| Details | View Full Review → | View Full Review → |
| Feature |
A
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| Rating |
4.2
|
4.2
|
| Reviews | 11 | 6 |
| Description |
Shiboleth automates consumer lending compliance for financial institutions using AI. Banks and fintechs use us to save months of manual work by automating audits and drafting reports for the governments. LLMs allow whole categories of manual compliance processes to be automated in ways that weren’t possible until recently. We are excited to automate back-office operations and enhance consumer protection in one of the most litigious industries. |
We’re building a research lab that puts its ideas to the test in one of the most complex, information-rich environments in the world: the financial markets. Much of trading still depends on hand-crafted signals and intuition. We’re approaching it differently - from first principles. We design systems that learn, adapt, and improve with data. Our infrastructure is built to accelerate research: fast iteration loops, real-time feedback, and direct connection between ideas and outcomes. We’re starting with liquid markets like equities and options - high-dimensional, dynamic systems where traditional pipelines break down. Our goal isn’t just to model them better - it’s to build a platform for experimentation, where every result tightens the loop between theory and practice. If you care about learning systems, clean abstractions, and applying research in the wild - we’re hiring. |
| Website | https://www.shiboleth.ai/ | https://attimet.com/ |
| Positives |
"Solid platform that delivers on its promises."
Ms. Marquise Little Sr. - 5/5
|
"Great tool! Exactly what we needed for our workflow."
Emely Walsh - 5/5
|
| Negatives |
"Integration was difficult and documentation was unclear."
Mr. Kay Sanford - 1/5
|
"Had to switch to a different solution after trying this."
Alyce Volkman - 2/5
|
| Details | View Full Review → | View Full Review → |
| Feature | ||
|---|---|---|
| Rating |
4.2
|
4.1
|
| Reviews | 11 | 7 |
| Description |
Shiboleth automates consumer lending compliance for financial institutions using AI. Banks and fintechs use us to save months of manual work by automating audits and drafting reports for the governments. LLMs allow whole categories of manual compliance processes to be automated in ways that weren’t possible until recently. We are excited to automate back-office operations and enhance consumer protection in one of the most litigious industries. |
We’re solving personal finances for a generation that’s been left to figure it all out alone. From managing cash to filing taxes to actually starting to invest, Winford gives everyone the real guidance and tools they need, all in one place. Download our app on the app store to get started! We also offer a cash account (AlphaCash) that goes beyond traditional and high yield savings accounts, allocating your idle dollars into high-quality, short-term bonds through money market funds, personalized for your taxes and goals. Included with Winford subscriptions or available on its own. |
| Website | https://www.shiboleth.ai/ | https://winfordwealth.com |
| Positives |
"Solid platform that delivers on its promises."
Ms. Marquise Little Sr. - 5/5
|
"Switched from our old tool and never looked back."
Baron Prohaska - 5/5
|
| Negatives |
"Integration was difficult and documentation was unclear."
Mr. Kay Sanford - 1/5
|
"The interface is confusing and needs improvement."
Dr. German Marquardt II - 2/5
|
| Details | View Full Review → | View Full Review → |
| Feature |
M
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| Rating |
4.2
|
4.1
|
| Reviews | 11 | 7 |
| Description |
Shiboleth automates consumer lending compliance for financial institutions using AI. Banks and fintechs use us to save months of manual work by automating audits and drafting reports for the governments. LLMs allow whole categories of manual compliance processes to be automated in ways that weren’t possible until recently. We are excited to automate back-office operations and enhance consumer protection in one of the most litigious industries. |
Team: Chaz: Founder of Fat Llama YC S17 - Acquired by Hygglo. Responsible for Business and Sales Arns: Founder of Fancy S20 - Acquired by Gopuff, Responsible for tech and product. |
| Website | https://www.shiboleth.ai/ | https://www.modelml.com/ |
| Positives |
"Solid platform that delivers on its promises."
Ms. Marquise Little Sr. - 5/5
|
"Has significantly improved our team's productivity."
Haley Green V - 5/5
|
| Negatives |
"Integration was difficult and documentation was unclear."
Mr. Kay Sanford - 1/5
|
"Integration was difficult and documentation was unclear."
Marlon Pfannerstill - 1/5
|
| Details | View Full Review → | View Full Review → |
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| Rating |
4.2
|
4.1
|
| Reviews | 11 | 8 |
| Description |
Shiboleth automates consumer lending compliance for financial institutions using AI. Banks and fintechs use us to save months of manual work by automating audits and drafting reports for the governments. LLMs allow whole categories of manual compliance processes to be automated in ways that weren’t possible until recently. We are excited to automate back-office operations and enhance consumer protection in one of the most litigious industries. |
TokenOwl aggregates financial accounts in one place with trustless AI. It lets highly active traders calculate taxes with greater accuracy and generate AI powered insights about their portfolio. Users can execute trades with prompts, build custom dashboards, and query their logs in natural language. |
| Website | https://www.shiboleth.ai/ | https://tokenowl.ai |
| Positives |
"Solid platform that delivers on its promises."
Ms. Marquise Little Sr. - 5/5
|
"Clean UI and powerful features. Exactly what we needed."
Miss Meaghan Yost I - 5/5
|
| Negatives |
"Integration was difficult and documentation was unclear."
Mr. Kay Sanford - 1/5
|
"Had to switch to a different solution after trying this."
Natalia Kuvalis - 1/5
|
| Details | View Full Review → | View Full Review → |
| Feature |
R
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| Rating |
4.2
|
4.1
|
| Reviews | 11 | 12 |
| Description |
Shiboleth automates consumer lending compliance for financial institutions using AI. Banks and fintechs use us to save months of manual work by automating audits and drafting reports for the governments. LLMs allow whole categories of manual compliance processes to be automated in ways that weren’t possible until recently. We are excited to automate back-office operations and enhance consumer protection in one of the most litigious industries. |
Remo is building AI copilots for onboarding and compliance teams at financial institutions. We automate highly manual processes like KYB, AML, and Ongoing Monitoring. |
| Website | https://www.shiboleth.ai/ | https://getremo.ai |
| Positives |
"Solid platform that delivers on its promises."
Ms. Marquise Little Sr. - 5/5
|
"Well-designed interface and powerful features."
Mrs. Simone Hills - 5/5
|
| Negatives |
"Integration was difficult and documentation was unclear."
Mr. Kay Sanford - 1/5
|
"Not quite what we expected. Lacking some key features."
Tabitha Bergnaum - 2/5
|
| Details | View Full Review → | View Full Review → |
| Feature | ||
|---|---|---|
| Rating |
4.2
|
4.0
|
| Reviews | 11 | 10 |
| Description |
Shiboleth automates consumer lending compliance for financial institutions using AI. Banks and fintechs use us to save months of manual work by automating audits and drafting reports for the governments. LLMs allow whole categories of manual compliance processes to be automated in ways that weren’t possible until recently. We are excited to automate back-office operations and enhance consumer protection in one of the most litigious industries. |
For money managers to raise their next billion, they dedicate entire teams to spend days filling diligence questionnaires with recycled content. We do it in minutes using AI. Clients include Bridgewater, Coatue, Onex, Urban Partners, Yarra Capital, Axonic, NIAM, Raith Capital, Intl Farming, Hillsdale, White Oak, etc. |
| Website | https://www.shiboleth.ai/ | https://www.governgpt.com/ |
| Positives |
"Solid platform that delivers on its promises."
Ms. Marquise Little Sr. - 5/5
|
"Well-designed interface and powerful features."
Dedrick Ferry - 5/5
|
| Negatives |
"Integration was difficult and documentation was unclear."
Mr. Kay Sanford - 1/5
|
"Customer support was slow to respond to our issues."
Prof. Keith McLaughlin - 1/5
|
| Details | View Full Review → | View Full Review → |
| Feature |
S
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| Rating |
4.2
|
3.9
|
| Reviews | 11 | 14 |
| Description |
Shiboleth automates consumer lending compliance for financial institutions using AI. Banks and fintechs use us to save months of manual work by automating audits and drafting reports for the governments. LLMs allow whole categories of manual compliance processes to be automated in ways that weren’t possible until recently. We are excited to automate back-office operations and enhance consumer protection in one of the most litigious industries. |
Sphinx automates the manual work of compliance analysts. Our AI agents make AML decisions, helping banks and fintech eliminate onboarding bottlenecks. |
| Website | https://www.shiboleth.ai/ | https://sphinxhq.com/ |
| Positives |
"Solid platform that delivers on its promises."
Ms. Marquise Little Sr. - 5/5
|
"Really impressed with the features and ease of use."
Arch Schaden - 5/5
|
| Negatives |
"Integration was difficult and documentation was unclear."
Mr. Kay Sanford - 1/5
|
"Integration was difficult and documentation was unclear."
Dr. Eddie Heathcote - 1/5
|
| Details | View Full Review → | View Full Review → |
| Feature | ||
|---|---|---|
| Rating |
4.2
|
3.9
|
| Reviews | 11 | 11 |
| Description |
Shiboleth automates consumer lending compliance for financial institutions using AI. Banks and fintechs use us to save months of manual work by automating audits and drafting reports for the governments. LLMs allow whole categories of manual compliance processes to be automated in ways that weren’t possible until recently. We are excited to automate back-office operations and enhance consumer protection in one of the most litigious industries. |
Greenboard is building a singular, AI-powered platform to handle management of the entirety of financial firms’ compliance programs, and eventually all back office processes. Today, financial institutions use Greenboard to detect risk using AI and to rip out and replace the bad legacy back office tooling they have wanted to get rid of for years. Greenboard's mission is to enable financial institutions to operate their back office teams at a higher standard, with half of the headcount. We’re starting with compliance |
| Website | https://www.shiboleth.ai/ | https://www.greenboard.com |
| Positives |
"Solid platform that delivers on its promises."
Ms. Marquise Little Sr. - 5/5
|
"Solid platform that delivers on its promises."
Dr. Yvonne Huels - 5/5
|
| Negatives |
"Integration was difficult and documentation was unclear."
Mr. Kay Sanford - 1/5
|
"Missing important features we need for our workflow."
Destiny Powlowski - 1/5
|
| Details | View Full Review → | View Full Review → |
| Feature |
T
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| Rating |
4.2
|
3.9
|
| Reviews | 11 | 9 |
| Description |
Shiboleth automates consumer lending compliance for financial institutions using AI. Banks and fintechs use us to save months of manual work by automating audits and drafting reports for the governments. LLMs allow whole categories of manual compliance processes to be automated in ways that weren’t possible until recently. We are excited to automate back-office operations and enhance consumer protection in one of the most litigious industries. |
Tower accelerates transactional due diligence via an AI-powered, centralized diligence platform. By consolidating disparate diligence workflows, Tower helps lawyers stay organized, spot issues earlier, and close deals faster. |
| Website | https://www.shiboleth.ai/ | https://withtower.com |
| Positives |
"Solid platform that delivers on its promises."
Ms. Marquise Little Sr. - 5/5
|
"Switched from our old tool and never looked back."
Finn Kunze - 5/5
|
| Negatives |
"Integration was difficult and documentation was unclear."
Mr. Kay Sanford - 1/5
|
"Integration was difficult and documentation was unclear."
Lempi Tromp - 1/5
|
| Details | View Full Review → | View Full Review → |
| Feature |
L
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| Rating |
4.2
|
3.9
|
| Reviews | 11 | 7 |
| Description |
Shiboleth automates consumer lending compliance for financial institutions using AI. Banks and fintechs use us to save months of manual work by automating audits and drafting reports for the governments. LLMs allow whole categories of manual compliance processes to be automated in ways that weren’t possible until recently. We are excited to automate back-office operations and enhance consumer protection in one of the most litigious industries. |
We’re building the first AI-Native Compliance Firm for RIAs, wealth advisors, and fintechs. We're doing this by blending AI workflows with veteran ex-regulators so we can keep firms SEC/FINRA-ready in minutes, not days. |
| Website | https://www.shiboleth.ai/ | https://luthor.ai |
| Positives |
"Solid platform that delivers on its promises."
Ms. Marquise Little Sr. - 5/5
|
"Switched from our old tool and never looked back."
Mrs. Susanna Bashirian - 5/5
|
| Negatives |
"Integration was difficult and documentation was unclear."
Mr. Kay Sanford - 1/5
|
"Customer support was slow to respond to our issues."
Dr. Rhea Weber IV - 1/5
|
| Details | View Full Review → | View Full Review → |
| Feature | ||
|---|---|---|
| Rating |
4.2
|
3.8
|
| Reviews | 11 | 12 |
| Description |
Shiboleth automates consumer lending compliance for financial institutions using AI. Banks and fintechs use us to save months of manual work by automating audits and drafting reports for the governments. LLMs allow whole categories of manual compliance processes to be automated in ways that weren’t possible until recently. We are excited to automate back-office operations and enhance consumer protection in one of the most litigious industries. |
The world’s most important organizations deserve the world’s best financial infrastructure. We’re here to make sure they do. At Givefront, we've built a modern financial management platform designed specifically for nonprofits. With real-time budgeting, built-in compliance, and easy integrations, we replace the spreadsheets and guesswork with smart, automated systems. By transforming financial operations from reactive to real-time, Givefront empowers nonprofits to control every dollar, protect every grant, and move their missions forward faster, with greater efficiency, transparency, and trust. |
| Website | https://www.shiboleth.ai/ | https://givefront.com |
| Positives |
"Solid platform that delivers on its promises."
Ms. Marquise Little Sr. - 5/5
|
"Really impressed with the features and ease of use."
Lazaro Yost - 5/5
|
| Negatives |
"Integration was difficult and documentation was unclear."
Mr. Kay Sanford - 1/5
|
"Overpriced for what you get. Better alternatives exist."
Fae Ullrich Jr. - 1/5
|
| Details | View Full Review → | View Full Review → |
| Feature |
D
|
|
|---|---|---|
| Rating |
4.2
|
3.8
|
| Reviews | 11 | 10 |
| Description |
Shiboleth automates consumer lending compliance for financial institutions using AI. Banks and fintechs use us to save months of manual work by automating audits and drafting reports for the governments. LLMs allow whole categories of manual compliance processes to be automated in ways that weren’t possible until recently. We are excited to automate back-office operations and enhance consumer protection in one of the most litigious industries. |
Dimely builds AI agents for B2B SaaS finance teams. Our agents automate and bring visibility to time-consuming and error-prone finance workflows so teams can stay lean and audit-ready. We do this by completing, logging, and reconciling the data work, including converting contracts to invoices, calculating overages, reconciling payments, and streamlining revenue recognition. We pride ourselves in our fast time to value. Dimely seamlessly slots into your existing workflows without requiring a rip and replace, meaning you'll immediately see results from Day 1. Stop spending hours on billing today! |
| Website | https://www.shiboleth.ai/ | https://dimely.com/ |
| Positives |
"Solid platform that delivers on its promises."
Ms. Marquise Little Sr. - 5/5
|
"Easy to set up and get started. Very intuitive."
Scotty Aufderhar - 5/5
|
| Negatives |
"Integration was difficult and documentation was unclear."
Mr. Kay Sanford - 1/5
|
"Had to switch to a different solution after trying this."
Kay Stracke - 1/5
|
| Details | View Full Review → | View Full Review → |
| Feature | ||
|---|---|---|
| Rating |
4.2
|
3.8
|
| Reviews | 11 | 5 |
| Description |
Shiboleth automates consumer lending compliance for financial institutions using AI. Banks and fintechs use us to save months of manual work by automating audits and drafting reports for the governments. LLMs allow whole categories of manual compliance processes to be automated in ways that weren’t possible until recently. We are excited to automate back-office operations and enhance consumer protection in one of the most litigious industries. |
Centauri AI is a modern ETL and Data Science platform for banks and investment firms, starting with Structured Finance. Financial firms heavily rely on Excel, PDF, and PPT files to exchange complex asset details, leading analysts to spend hours crunching the files and extracting insights. Moreover, these data files and reports cannot be easily reused due to poor data infrastructure. Powered by AI, our product cuts hours of data wrangling work down to minutes and makes it possible to query past data easily. This helps firms evaluate assets faster and win more deals. Since launching last month, we've started a pilot with a brokerage team at a public investment bank that now uses our product daily. Aiming to serve over 100,000 investment teams needing complex data analysis for alternative investments, this opens up a potential $5 billion market. |
| Website | https://www.shiboleth.ai/ | https://centauri-ai.tech |
| Positives |
"Solid platform that delivers on its promises."
Ms. Marquise Little Sr. - 5/5
|
"Easy to set up and get started. Very intuitive."
Alden Beahan - 5/5
|
| Negatives |
"Integration was difficult and documentation was unclear."
Mr. Kay Sanford - 1/5
|
"Too complex for our needs. Not user-friendly."
Mr. Ezra Little - 1/5
|
| Details | View Full Review → | View Full Review → |
| Feature | ||
|---|---|---|
| Rating |
4.2
|
3.5
|
| Reviews | 11 | 4 |
| Description |
Shiboleth automates consumer lending compliance for financial institutions using AI. Banks and fintechs use us to save months of manual work by automating audits and drafting reports for the governments. LLMs allow whole categories of manual compliance processes to be automated in ways that weren’t possible until recently. We are excited to automate back-office operations and enhance consumer protection in one of the most litigious industries. |
Intercept lets CPG brands challenge incorrect charges from retail chains. It ingests all of a brand’s fees across their retailer portals and emails, flags the fees that can be disputed, and automates away the mundane tasks involved in fee disputes. What previously took a team of people is now manageable by a single person. |
| Website | https://www.shiboleth.ai/ | https://tryintercept.com/ |
| Positives |
"Solid platform that delivers on its promises."
Ms. Marquise Little Sr. - 5/5
|
"Fast, reliable, and constantly improving. Great product!"
Nicolas Effertz - 5/5
|
| Negatives |
"Integration was difficult and documentation was unclear."
Mr. Kay Sanford - 1/5
|
"The interface is confusing and needs improvement."
Carrie Lebsack - 2/5
|
| Details | View Full Review → | View Full Review → |
| Feature | ||
|---|---|---|
| Rating |
4.2
|
3.4
|
| Reviews | 11 | 5 |
| Description |
Shiboleth automates consumer lending compliance for financial institutions using AI. Banks and fintechs use us to save months of manual work by automating audits and drafting reports for the governments. LLMs allow whole categories of manual compliance processes to be automated in ways that weren’t possible until recently. We are excited to automate back-office operations and enhance consumer protection in one of the most litigious industries. |
Revi helps Investment Banks, PE firms, and Corporate Development teams source new deals. We do this by using agentic workflows to replicate their end-to-end deal origination process, entirely removing the trade-off between precision and scalability. We released the first version of Revi in September 2023 and now have companies like KPMG and platforms backed by KKR and Nordic Capital using our product. |
| Website | https://www.shiboleth.ai/ | https://www.revi.ai/ |
| Positives |
"Solid platform that delivers on its promises."
Ms. Marquise Little Sr. - 5/5
|
"Great tool! Exactly what we needed for our workflow."
Katharina Zemlak - 5/5
|
| Negatives |
"Integration was difficult and documentation was unclear."
Mr. Kay Sanford - 1/5
|
"Had to switch to a different solution after trying this."
Tanya Kertzmann - 2/5
|
| Details | View Full Review → | View Full Review → |
| Feature | ||
|---|---|---|
| Rating |
4.2
|
3.2
|
| Reviews | 11 | 5 |
| Description |
Shiboleth automates consumer lending compliance for financial institutions using AI. Banks and fintechs use us to save months of manual work by automating audits and drafting reports for the governments. LLMs allow whole categories of manual compliance processes to be automated in ways that weren’t possible until recently. We are excited to automate back-office operations and enhance consumer protection in one of the most litigious industries. |
Fintechs, banks, and other institutions managing financial services face constant pressure to reduce costs, enhance customer experience, and ensure regulatory compliance. PathPilot provides the speed of pre-built AI agents combined with the flexibility of full customization. This enables internal teams to remain in full control, designing, deploying, and governing AI solutions independently, without reliance on external vendors. |
| Website | https://www.shiboleth.ai/ | https://www.getpathpilot.com/ |
| Positives |
"Solid platform that delivers on its promises."
Ms. Marquise Little Sr. - 5/5
|
"Great price point for the features offered."
Camylle Zieme - 5/5
|
| Negatives |
"Integration was difficult and documentation was unclear."
Mr. Kay Sanford - 1/5
|
"Had to switch to a different solution after trying this."
Miss Chanel Dickens - 1/5
|
| Details | View Full Review → | View Full Review → |
| Feature | ||
|---|---|---|
| Rating |
4.2
|
3.2
|
| Reviews | 11 | 5 |
| Description |
Shiboleth automates consumer lending compliance for financial institutions using AI. Banks and fintechs use us to save months of manual work by automating audits and drafting reports for the governments. LLMs allow whole categories of manual compliance processes to be automated in ways that weren’t possible until recently. We are excited to automate back-office operations and enhance consumer protection in one of the most litigious industries. |
Historically, quantitative models are domain specific. Brilliant people spend their best years testing features, tuning hyperparameters, and iterating architectures within a narrow domain. But scale is the panacea: large models will find patterns people, and specialized models, could not. Forecasting generalizes. Zoa trains cross-domain event forecasting engines. *Automating Iteration* LLMs, embedded in multi-agent optimization loops and evaluated against fixed policies, can automate the build-test-improve modeling cycle. Think AlphaEvolve for forecasting problems. *Sample-Efficient General Models* Today’s forecasting models are narrowly crafted with deep human priors. But larger models will outperform state-of-the-art specialized models. Unlike existing event models, our models leverage data from across contexts and rely less on human intuition. And compared to LLMs, our models are built with more inductive priors and rely more heavily on inference-time compute, improving sample efficiency. *Why It Matters* In the real economy, our models could be useful for forecasting supply chain volatility, energy supply and demand, even earthquake risk. Science is, Ian Hacking writes, the taming of chance. It is the process of iteratively updating priors (something like: identify uncertainty, conceive experiment to reduce uncertainty, execute, update). If science is uncertainty-reduction, forecasting is a critical measure of progress. Better forecasting improves our ability to select interesting experiments (roughly those with greatest expected uncertainty reduction) and update priors. Our models will be used by labs and academics in data-heavy domains. Sam's ex-girlfriend introduced him to Greg back at Carnegie Mellon in 2017, and while that relationship didn't last, their friendship has. After college, Greg went to Harvard Law School, while Sam worked for three years at Jane Street on their Options desk, building & leading a satellite dev team. |
| Website | https://www.shiboleth.ai/ | https://zoaresearch.com |
| Positives |
"Solid platform that delivers on its promises."
Ms. Marquise Little Sr. - 5/5
|
"Excellent customer support and reliable service."
Wilson Fahey - 5/5
|
| Negatives |
"Integration was difficult and documentation was unclear."
Mr. Kay Sanford - 1/5
|
"The interface is confusing and needs improvement."
Jerod Williamson - 1/5
|
| Details | View Full Review → | View Full Review → |
| Feature |
A
|
|
|---|---|---|
| Rating |
4.2
|
4.2
|
| Reviews | 12 | 6 |
| Description |
CollectWise automates consumer debt collection with AI. Our platform allows creditors and agencies to double their recovery rates while reducing collection costs by 75%. |
We’re building a research lab that puts its ideas to the test in one of the most complex, information-rich environments in the world: the financial markets. Much of trading still depends on hand-crafted signals and intuition. We’re approaching it differently - from first principles. We design systems that learn, adapt, and improve with data. Our infrastructure is built to accelerate research: fast iteration loops, real-time feedback, and direct connection between ideas and outcomes. We’re starting with liquid markets like equities and options - high-dimensional, dynamic systems where traditional pipelines break down. Our goal isn’t just to model them better - it’s to build a platform for experimentation, where every result tightens the loop between theory and practice. If you care about learning systems, clean abstractions, and applying research in the wild - we’re hiring. |
| Website | https://collectwise.com/ | https://attimet.com/ |
| Positives |
"Outstanding performance and great documentation."
Felipa Baumbach - 5/5
|
"Great tool! Exactly what we needed for our workflow."
Emely Walsh - 5/5
|
| Negatives |
"Integration was difficult and documentation was unclear."
Alyson Stanton - 1/5
|
"Had to switch to a different solution after trying this."
Alyce Volkman - 2/5
|
| Details | View Full Review → | View Full Review → |
| Feature | ||
|---|---|---|
| Rating |
4.2
|
4.1
|
| Reviews | 12 | 7 |
| Description |
CollectWise automates consumer debt collection with AI. Our platform allows creditors and agencies to double their recovery rates while reducing collection costs by 75%. |
We’re solving personal finances for a generation that’s been left to figure it all out alone. From managing cash to filing taxes to actually starting to invest, Winford gives everyone the real guidance and tools they need, all in one place. Download our app on the app store to get started! We also offer a cash account (AlphaCash) that goes beyond traditional and high yield savings accounts, allocating your idle dollars into high-quality, short-term bonds through money market funds, personalized for your taxes and goals. Included with Winford subscriptions or available on its own. |
| Website | https://collectwise.com/ | https://winfordwealth.com |
| Positives |
"Outstanding performance and great documentation."
Felipa Baumbach - 5/5
|
"Switched from our old tool and never looked back."
Baron Prohaska - 5/5
|
| Negatives |
"Integration was difficult and documentation was unclear."
Alyson Stanton - 1/5
|
"The interface is confusing and needs improvement."
Dr. German Marquardt II - 2/5
|
| Details | View Full Review → | View Full Review → |
| Feature |
M
|
|
|---|---|---|
| Rating |
4.2
|
4.1
|
| Reviews | 12 | 7 |
| Description |
CollectWise automates consumer debt collection with AI. Our platform allows creditors and agencies to double their recovery rates while reducing collection costs by 75%. |
Team: Chaz: Founder of Fat Llama YC S17 - Acquired by Hygglo. Responsible for Business and Sales Arns: Founder of Fancy S20 - Acquired by Gopuff, Responsible for tech and product. |
| Website | https://collectwise.com/ | https://www.modelml.com/ |
| Positives |
"Outstanding performance and great documentation."
Felipa Baumbach - 5/5
|
"Has significantly improved our team's productivity."
Haley Green V - 5/5
|
| Negatives |
"Integration was difficult and documentation was unclear."
Alyson Stanton - 1/5
|
"Integration was difficult and documentation was unclear."
Marlon Pfannerstill - 1/5
|
| Details | View Full Review → | View Full Review → |
| Feature |
T
|
|
|---|---|---|
| Rating |
4.2
|
4.1
|
| Reviews | 12 | 8 |
| Description |
CollectWise automates consumer debt collection with AI. Our platform allows creditors and agencies to double their recovery rates while reducing collection costs by 75%. |
TokenOwl aggregates financial accounts in one place with trustless AI. It lets highly active traders calculate taxes with greater accuracy and generate AI powered insights about their portfolio. Users can execute trades with prompts, build custom dashboards, and query their logs in natural language. |
| Website | https://collectwise.com/ | https://tokenowl.ai |
| Positives |
"Outstanding performance and great documentation."
Felipa Baumbach - 5/5
|
"Clean UI and powerful features. Exactly what we needed."
Miss Meaghan Yost I - 5/5
|
| Negatives |
"Integration was difficult and documentation was unclear."
Alyson Stanton - 1/5
|
"Had to switch to a different solution after trying this."
Natalia Kuvalis - 1/5
|
| Details | View Full Review → | View Full Review → |
CollectWise vs Remo
| Feature |
R
|
|
|---|---|---|
| Rating |
4.2
|
4.1
|
| Reviews | 12 | 12 |
| Description |
CollectWise automates consumer debt collection with AI. Our platform allows creditors and agencies to double their recovery rates while reducing collection costs by 75%. |
Remo is building AI copilots for onboarding and compliance teams at financial institutions. We automate highly manual processes like KYB, AML, and Ongoing Monitoring. |
| Website | https://collectwise.com/ | https://getremo.ai |
| Positives |
"Outstanding performance and great documentation."
Felipa Baumbach - 5/5
|
"Well-designed interface and powerful features."
Mrs. Simone Hills - 5/5
|
| Negatives |
"Integration was difficult and documentation was unclear."
Alyson Stanton - 1/5
|
"Not quite what we expected. Lacking some key features."
Tabitha Bergnaum - 2/5
|
| Details | View Full Review → | View Full Review → |
| Feature | ||
|---|---|---|
| Rating |
4.2
|
4.0
|
| Reviews | 12 | 10 |
| Description |
CollectWise automates consumer debt collection with AI. Our platform allows creditors and agencies to double their recovery rates while reducing collection costs by 75%. |
For money managers to raise their next billion, they dedicate entire teams to spend days filling diligence questionnaires with recycled content. We do it in minutes using AI. Clients include Bridgewater, Coatue, Onex, Urban Partners, Yarra Capital, Axonic, NIAM, Raith Capital, Intl Farming, Hillsdale, White Oak, etc. |
| Website | https://collectwise.com/ | https://www.governgpt.com/ |
| Positives |
"Outstanding performance and great documentation."
Felipa Baumbach - 5/5
|
"Well-designed interface and powerful features."
Dedrick Ferry - 5/5
|
| Negatives |
"Integration was difficult and documentation was unclear."
Alyson Stanton - 1/5
|
"Customer support was slow to respond to our issues."
Prof. Keith McLaughlin - 1/5
|
| Details | View Full Review → | View Full Review → |
| Feature |
S
|
|
|---|---|---|
| Rating |
4.2
|
3.9
|
| Reviews | 12 | 14 |
| Description |
CollectWise automates consumer debt collection with AI. Our platform allows creditors and agencies to double their recovery rates while reducing collection costs by 75%. |
Sphinx automates the manual work of compliance analysts. Our AI agents make AML decisions, helping banks and fintech eliminate onboarding bottlenecks. |
| Website | https://collectwise.com/ | https://sphinxhq.com/ |
| Positives |
"Outstanding performance and great documentation."
Felipa Baumbach - 5/5
|
"Really impressed with the features and ease of use."
Arch Schaden - 5/5
|
| Negatives |
"Integration was difficult and documentation was unclear."
Alyson Stanton - 1/5
|
"Integration was difficult and documentation was unclear."
Dr. Eddie Heathcote - 1/5
|
| Details | View Full Review → | View Full Review → |
| Feature | ||
|---|---|---|
| Rating |
4.2
|
3.9
|
| Reviews | 12 | 11 |
| Description |
CollectWise automates consumer debt collection with AI. Our platform allows creditors and agencies to double their recovery rates while reducing collection costs by 75%. |
Greenboard is building a singular, AI-powered platform to handle management of the entirety of financial firms’ compliance programs, and eventually all back office processes. Today, financial institutions use Greenboard to detect risk using AI and to rip out and replace the bad legacy back office tooling they have wanted to get rid of for years. Greenboard's mission is to enable financial institutions to operate their back office teams at a higher standard, with half of the headcount. We’re starting with compliance |
| Website | https://collectwise.com/ | https://www.greenboard.com |
| Positives |
"Outstanding performance and great documentation."
Felipa Baumbach - 5/5
|
"Solid platform that delivers on its promises."
Dr. Yvonne Huels - 5/5
|
| Negatives |
"Integration was difficult and documentation was unclear."
Alyson Stanton - 1/5
|
"Missing important features we need for our workflow."
Destiny Powlowski - 1/5
|
| Details | View Full Review → | View Full Review → |
CollectWise vs Tower
| Feature |
T
|
|
|---|---|---|
| Rating |
4.2
|
3.9
|
| Reviews | 12 | 9 |
| Description |
CollectWise automates consumer debt collection with AI. Our platform allows creditors and agencies to double their recovery rates while reducing collection costs by 75%. |
Tower accelerates transactional due diligence via an AI-powered, centralized diligence platform. By consolidating disparate diligence workflows, Tower helps lawyers stay organized, spot issues earlier, and close deals faster. |
| Website | https://collectwise.com/ | https://withtower.com |
| Positives |
"Outstanding performance and great documentation."
Felipa Baumbach - 5/5
|
"Switched from our old tool and never looked back."
Finn Kunze - 5/5
|
| Negatives |
"Integration was difficult and documentation was unclear."
Alyson Stanton - 1/5
|
"Integration was difficult and documentation was unclear."
Lempi Tromp - 1/5
|
| Details | View Full Review → | View Full Review → |
| Feature |
L
|
|
|---|---|---|
| Rating |
4.2
|
3.9
|
| Reviews | 12 | 7 |
| Description |
CollectWise automates consumer debt collection with AI. Our platform allows creditors and agencies to double their recovery rates while reducing collection costs by 75%. |
We’re building the first AI-Native Compliance Firm for RIAs, wealth advisors, and fintechs. We're doing this by blending AI workflows with veteran ex-regulators so we can keep firms SEC/FINRA-ready in minutes, not days. |
| Website | https://collectwise.com/ | https://luthor.ai |
| Positives |
"Outstanding performance and great documentation."
Felipa Baumbach - 5/5
|
"Switched from our old tool and never looked back."
Mrs. Susanna Bashirian - 5/5
|
| Negatives |
"Integration was difficult and documentation was unclear."
Alyson Stanton - 1/5
|
"Customer support was slow to respond to our issues."
Dr. Rhea Weber IV - 1/5
|
| Details | View Full Review → | View Full Review → |
| Feature | ||
|---|---|---|
| Rating |
4.2
|
3.8
|
| Reviews | 12 | 12 |
| Description |
CollectWise automates consumer debt collection with AI. Our platform allows creditors and agencies to double their recovery rates while reducing collection costs by 75%. |
The world’s most important organizations deserve the world’s best financial infrastructure. We’re here to make sure they do. At Givefront, we've built a modern financial management platform designed specifically for nonprofits. With real-time budgeting, built-in compliance, and easy integrations, we replace the spreadsheets and guesswork with smart, automated systems. By transforming financial operations from reactive to real-time, Givefront empowers nonprofits to control every dollar, protect every grant, and move their missions forward faster, with greater efficiency, transparency, and trust. |
| Website | https://collectwise.com/ | https://givefront.com |
| Positives |
"Outstanding performance and great documentation."
Felipa Baumbach - 5/5
|
"Really impressed with the features and ease of use."
Lazaro Yost - 5/5
|
| Negatives |
"Integration was difficult and documentation was unclear."
Alyson Stanton - 1/5
|
"Overpriced for what you get. Better alternatives exist."
Fae Ullrich Jr. - 1/5
|
| Details | View Full Review → | View Full Review → |
| Feature |
D
|
|
|---|---|---|
| Rating |
4.2
|
3.8
|
| Reviews | 12 | 10 |
| Description |
CollectWise automates consumer debt collection with AI. Our platform allows creditors and agencies to double their recovery rates while reducing collection costs by 75%. |
Dimely builds AI agents for B2B SaaS finance teams. Our agents automate and bring visibility to time-consuming and error-prone finance workflows so teams can stay lean and audit-ready. We do this by completing, logging, and reconciling the data work, including converting contracts to invoices, calculating overages, reconciling payments, and streamlining revenue recognition. We pride ourselves in our fast time to value. Dimely seamlessly slots into your existing workflows without requiring a rip and replace, meaning you'll immediately see results from Day 1. Stop spending hours on billing today! |
| Website | https://collectwise.com/ | https://dimely.com/ |
| Positives |
"Outstanding performance and great documentation."
Felipa Baumbach - 5/5
|
"Easy to set up and get started. Very intuitive."
Scotty Aufderhar - 5/5
|
| Negatives |
"Integration was difficult and documentation was unclear."
Alyson Stanton - 1/5
|
"Had to switch to a different solution after trying this."
Kay Stracke - 1/5
|
| Details | View Full Review → | View Full Review → |
| Feature | ||
|---|---|---|
| Rating |
4.2
|
3.8
|
| Reviews | 12 | 5 |
| Description |
CollectWise automates consumer debt collection with AI. Our platform allows creditors and agencies to double their recovery rates while reducing collection costs by 75%. |
Centauri AI is a modern ETL and Data Science platform for banks and investment firms, starting with Structured Finance. Financial firms heavily rely on Excel, PDF, and PPT files to exchange complex asset details, leading analysts to spend hours crunching the files and extracting insights. Moreover, these data files and reports cannot be easily reused due to poor data infrastructure. Powered by AI, our product cuts hours of data wrangling work down to minutes and makes it possible to query past data easily. This helps firms evaluate assets faster and win more deals. Since launching last month, we've started a pilot with a brokerage team at a public investment bank that now uses our product daily. Aiming to serve over 100,000 investment teams needing complex data analysis for alternative investments, this opens up a potential $5 billion market. |
| Website | https://collectwise.com/ | https://centauri-ai.tech |
| Positives |
"Outstanding performance and great documentation."
Felipa Baumbach - 5/5
|
"Easy to set up and get started. Very intuitive."
Alden Beahan - 5/5
|
| Negatives |
"Integration was difficult and documentation was unclear."
Alyson Stanton - 1/5
|
"Too complex for our needs. Not user-friendly."
Mr. Ezra Little - 1/5
|
| Details | View Full Review → | View Full Review → |
| Feature | ||
|---|---|---|
| Rating |
4.2
|
3.5
|
| Reviews | 12 | 4 |
| Description |
CollectWise automates consumer debt collection with AI. Our platform allows creditors and agencies to double their recovery rates while reducing collection costs by 75%. |
Intercept lets CPG brands challenge incorrect charges from retail chains. It ingests all of a brand’s fees across their retailer portals and emails, flags the fees that can be disputed, and automates away the mundane tasks involved in fee disputes. What previously took a team of people is now manageable by a single person. |
| Website | https://collectwise.com/ | https://tryintercept.com/ |
| Positives |
"Outstanding performance and great documentation."
Felipa Baumbach - 5/5
|
"Fast, reliable, and constantly improving. Great product!"
Nicolas Effertz - 5/5
|
| Negatives |
"Integration was difficult and documentation was unclear."
Alyson Stanton - 1/5
|
"The interface is confusing and needs improvement."
Carrie Lebsack - 2/5
|
| Details | View Full Review → | View Full Review → |
CollectWise vs Revi
| Feature | ||
|---|---|---|
| Rating |
4.2
|
3.4
|
| Reviews | 12 | 5 |
| Description |
CollectWise automates consumer debt collection with AI. Our platform allows creditors and agencies to double their recovery rates while reducing collection costs by 75%. |
Revi helps Investment Banks, PE firms, and Corporate Development teams source new deals. We do this by using agentic workflows to replicate their end-to-end deal origination process, entirely removing the trade-off between precision and scalability. We released the first version of Revi in September 2023 and now have companies like KPMG and platforms backed by KKR and Nordic Capital using our product. |
| Website | https://collectwise.com/ | https://www.revi.ai/ |
| Positives |
"Outstanding performance and great documentation."
Felipa Baumbach - 5/5
|
"Great tool! Exactly what we needed for our workflow."
Katharina Zemlak - 5/5
|
| Negatives |
"Integration was difficult and documentation was unclear."
Alyson Stanton - 1/5
|
"Had to switch to a different solution after trying this."
Tanya Kertzmann - 2/5
|
| Details | View Full Review → | View Full Review → |
| Feature | ||
|---|---|---|
| Rating |
4.2
|
3.2
|
| Reviews | 12 | 5 |
| Description |
CollectWise automates consumer debt collection with AI. Our platform allows creditors and agencies to double their recovery rates while reducing collection costs by 75%. |
Fintechs, banks, and other institutions managing financial services face constant pressure to reduce costs, enhance customer experience, and ensure regulatory compliance. PathPilot provides the speed of pre-built AI agents combined with the flexibility of full customization. This enables internal teams to remain in full control, designing, deploying, and governing AI solutions independently, without reliance on external vendors. |
| Website | https://collectwise.com/ | https://www.getpathpilot.com/ |
| Positives |
"Outstanding performance and great documentation."
Felipa Baumbach - 5/5
|
"Great price point for the features offered."
Camylle Zieme - 5/5
|
| Negatives |
"Integration was difficult and documentation was unclear."
Alyson Stanton - 1/5
|
"Had to switch to a different solution after trying this."
Miss Chanel Dickens - 1/5
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| Details | View Full Review → | View Full Review → |
| Feature | ||
|---|---|---|
| Rating |
4.2
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3.2
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| Reviews | 12 | 5 |
| Description |
CollectWise automates consumer debt collection with AI. Our platform allows creditors and agencies to double their recovery rates while reducing collection costs by 75%. |
Historically, quantitative models are domain specific. Brilliant people spend their best years testing features, tuning hyperparameters, and iterating architectures within a narrow domain. But scale is the panacea: large models will find patterns people, and specialized models, could not. Forecasting generalizes. Zoa trains cross-domain event forecasting engines. *Automating Iteration* LLMs, embedded in multi-agent optimization loops and evaluated against fixed policies, can automate the build-test-improve modeling cycle. Think AlphaEvolve for forecasting problems. *Sample-Efficient General Models* Today’s forecasting models are narrowly crafted with deep human priors. But larger models will outperform state-of-the-art specialized models. Unlike existing event models, our models leverage data from across contexts and rely less on human intuition. And compared to LLMs, our models are built with more inductive priors and rely more heavily on inference-time compute, improving sample efficiency. *Why It Matters* In the real economy, our models could be useful for forecasting supply chain volatility, energy supply and demand, even earthquake risk. Science is, Ian Hacking writes, the taming of chance. It is the process of iteratively updating priors (something like: identify uncertainty, conceive experiment to reduce uncertainty, execute, update). If science is uncertainty-reduction, forecasting is a critical measure of progress. Better forecasting improves our ability to select interesting experiments (roughly those with greatest expected uncertainty reduction) and update priors. Our models will be used by labs and academics in data-heavy domains. Sam's ex-girlfriend introduced him to Greg back at Carnegie Mellon in 2017, and while that relationship didn't last, their friendship has. After college, Greg went to Harvard Law School, while Sam worked for three years at Jane Street on their Options desk, building & leading a satellite dev team. |
| Website | https://collectwise.com/ | https://zoaresearch.com |
| Positives |
"Outstanding performance and great documentation."
Felipa Baumbach - 5/5
|
"Excellent customer support and reliable service."
Wilson Fahey - 5/5
|
| Negatives |
"Integration was difficult and documentation was unclear."
Alyson Stanton - 1/5
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"The interface is confusing and needs improvement."
Jerod Williamson - 1/5
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| Details | View Full Review → | View Full Review → |
| Feature |
A
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| Rating |
4.2
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4.1
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| Reviews | 6 | 7 |
| Description |
We’re building a research lab that puts its ideas to the test in one of the most complex, information-rich environments in the world: the financial markets. Much of trading still depends on hand-crafted signals and intuition. We’re approaching it differently - from first principles. We design systems that learn, adapt, and improve with data. Our infrastructure is built to accelerate research: fast iteration loops, real-time feedback, and direct connection between ideas and outcomes. We’re starting with liquid markets like equities and options - high-dimensional, dynamic systems where traditional pipelines break down. Our goal isn’t just to model them better - it’s to build a platform for experimentation, where every result tightens the loop between theory and practice. If you care about learning systems, clean abstractions, and applying research in the wild - we’re hiring. |
We’re solving personal finances for a generation that’s been left to figure it all out alone. From managing cash to filing taxes to actually starting to invest, Winford gives everyone the real guidance and tools they need, all in one place. Download our app on the app store to get started! We also offer a cash account (AlphaCash) that goes beyond traditional and high yield savings accounts, allocating your idle dollars into high-quality, short-term bonds through money market funds, personalized for your taxes and goals. Included with Winford subscriptions or available on its own. |
| Website | https://attimet.com/ | https://winfordwealth.com |
| Positives |
"Great tool! Exactly what we needed for our workflow."
Emely Walsh - 5/5
|
"Switched from our old tool and never looked back."
Baron Prohaska - 5/5
|
| Negatives |
"Had to switch to a different solution after trying this."
Alyce Volkman - 2/5
|
"The interface is confusing and needs improvement."
Dr. German Marquardt II - 2/5
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| Details | View Full Review → | View Full Review → |
| Feature |
A
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M
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| Rating |
4.2
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4.1
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| Reviews | 6 | 7 |
| Description |
We’re building a research lab that puts its ideas to the test in one of the most complex, information-rich environments in the world: the financial markets. Much of trading still depends on hand-crafted signals and intuition. We’re approaching it differently - from first principles. We design systems that learn, adapt, and improve with data. Our infrastructure is built to accelerate research: fast iteration loops, real-time feedback, and direct connection between ideas and outcomes. We’re starting with liquid markets like equities and options - high-dimensional, dynamic systems where traditional pipelines break down. Our goal isn’t just to model them better - it’s to build a platform for experimentation, where every result tightens the loop between theory and practice. If you care about learning systems, clean abstractions, and applying research in the wild - we’re hiring. |
Team: Chaz: Founder of Fat Llama YC S17 - Acquired by Hygglo. Responsible for Business and Sales Arns: Founder of Fancy S20 - Acquired by Gopuff, Responsible for tech and product. |
| Website | https://attimet.com/ | https://www.modelml.com/ |
| Positives |
"Great tool! Exactly what we needed for our workflow."
Emely Walsh - 5/5
|
"Has significantly improved our team's productivity."
Haley Green V - 5/5
|
| Negatives |
"Had to switch to a different solution after trying this."
Alyce Volkman - 2/5
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"Integration was difficult and documentation was unclear."
Marlon Pfannerstill - 1/5
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| Details | View Full Review → | View Full Review → |
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A
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T
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| Rating |
4.2
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4.1
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| Reviews | 6 | 8 |
| Description |
We’re building a research lab that puts its ideas to the test in one of the most complex, information-rich environments in the world: the financial markets. Much of trading still depends on hand-crafted signals and intuition. We’re approaching it differently - from first principles. We design systems that learn, adapt, and improve with data. Our infrastructure is built to accelerate research: fast iteration loops, real-time feedback, and direct connection between ideas and outcomes. We’re starting with liquid markets like equities and options - high-dimensional, dynamic systems where traditional pipelines break down. Our goal isn’t just to model them better - it’s to build a platform for experimentation, where every result tightens the loop between theory and practice. If you care about learning systems, clean abstractions, and applying research in the wild - we’re hiring. |
TokenOwl aggregates financial accounts in one place with trustless AI. It lets highly active traders calculate taxes with greater accuracy and generate AI powered insights about their portfolio. Users can execute trades with prompts, build custom dashboards, and query their logs in natural language. |
| Website | https://attimet.com/ | https://tokenowl.ai |
| Positives |
"Great tool! Exactly what we needed for our workflow."
Emely Walsh - 5/5
|
"Clean UI and powerful features. Exactly what we needed."
Miss Meaghan Yost I - 5/5
|
| Negatives |
"Had to switch to a different solution after trying this."
Alyce Volkman - 2/5
|
"Had to switch to a different solution after trying this."
Natalia Kuvalis - 1/5
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| Details | View Full Review → | View Full Review → |
| Feature |
A
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R
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| Rating |
4.2
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4.1
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| Reviews | 6 | 12 |
| Description |
We’re building a research lab that puts its ideas to the test in one of the most complex, information-rich environments in the world: the financial markets. Much of trading still depends on hand-crafted signals and intuition. We’re approaching it differently - from first principles. We design systems that learn, adapt, and improve with data. Our infrastructure is built to accelerate research: fast iteration loops, real-time feedback, and direct connection between ideas and outcomes. We’re starting with liquid markets like equities and options - high-dimensional, dynamic systems where traditional pipelines break down. Our goal isn’t just to model them better - it’s to build a platform for experimentation, where every result tightens the loop between theory and practice. If you care about learning systems, clean abstractions, and applying research in the wild - we’re hiring. |
Remo is building AI copilots for onboarding and compliance teams at financial institutions. We automate highly manual processes like KYB, AML, and Ongoing Monitoring. |
| Website | https://attimet.com/ | https://getremo.ai |
| Positives |
"Great tool! Exactly what we needed for our workflow."
Emely Walsh - 5/5
|
"Well-designed interface and powerful features."
Mrs. Simone Hills - 5/5
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| Negatives |
"Had to switch to a different solution after trying this."
Alyce Volkman - 2/5
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"Not quite what we expected. Lacking some key features."
Tabitha Bergnaum - 2/5
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| Details | View Full Review → | View Full Review → |
| Feature |
A
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| Rating |
4.2
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4.0
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| Reviews | 6 | 10 |
| Description |
We’re building a research lab that puts its ideas to the test in one of the most complex, information-rich environments in the world: the financial markets. Much of trading still depends on hand-crafted signals and intuition. We’re approaching it differently - from first principles. We design systems that learn, adapt, and improve with data. Our infrastructure is built to accelerate research: fast iteration loops, real-time feedback, and direct connection between ideas and outcomes. We’re starting with liquid markets like equities and options - high-dimensional, dynamic systems where traditional pipelines break down. Our goal isn’t just to model them better - it’s to build a platform for experimentation, where every result tightens the loop between theory and practice. If you care about learning systems, clean abstractions, and applying research in the wild - we’re hiring. |
For money managers to raise their next billion, they dedicate entire teams to spend days filling diligence questionnaires with recycled content. We do it in minutes using AI. Clients include Bridgewater, Coatue, Onex, Urban Partners, Yarra Capital, Axonic, NIAM, Raith Capital, Intl Farming, Hillsdale, White Oak, etc. |
| Website | https://attimet.com/ | https://www.governgpt.com/ |
| Positives |
"Great tool! Exactly what we needed for our workflow."
Emely Walsh - 5/5
|
"Well-designed interface and powerful features."
Dedrick Ferry - 5/5
|
| Negatives |
"Had to switch to a different solution after trying this."
Alyce Volkman - 2/5
|
"Customer support was slow to respond to our issues."
Prof. Keith McLaughlin - 1/5
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| Details | View Full Review → | View Full Review → |
| Feature |
A
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S
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| Rating |
4.2
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3.9
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| Reviews | 6 | 14 |
| Description |
We’re building a research lab that puts its ideas to the test in one of the most complex, information-rich environments in the world: the financial markets. Much of trading still depends on hand-crafted signals and intuition. We’re approaching it differently - from first principles. We design systems that learn, adapt, and improve with data. Our infrastructure is built to accelerate research: fast iteration loops, real-time feedback, and direct connection between ideas and outcomes. We’re starting with liquid markets like equities and options - high-dimensional, dynamic systems where traditional pipelines break down. Our goal isn’t just to model them better - it’s to build a platform for experimentation, where every result tightens the loop between theory and practice. If you care about learning systems, clean abstractions, and applying research in the wild - we’re hiring. |
Sphinx automates the manual work of compliance analysts. Our AI agents make AML decisions, helping banks and fintech eliminate onboarding bottlenecks. |
| Website | https://attimet.com/ | https://sphinxhq.com/ |
| Positives |
"Great tool! Exactly what we needed for our workflow."
Emely Walsh - 5/5
|
"Really impressed with the features and ease of use."
Arch Schaden - 5/5
|
| Negatives |
"Had to switch to a different solution after trying this."
Alyce Volkman - 2/5
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"Integration was difficult and documentation was unclear."
Dr. Eddie Heathcote - 1/5
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| Details | View Full Review → | View Full Review → |
| Feature |
A
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| Rating |
4.2
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3.9
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| Reviews | 6 | 11 |
| Description |
We’re building a research lab that puts its ideas to the test in one of the most complex, information-rich environments in the world: the financial markets. Much of trading still depends on hand-crafted signals and intuition. We’re approaching it differently - from first principles. We design systems that learn, adapt, and improve with data. Our infrastructure is built to accelerate research: fast iteration loops, real-time feedback, and direct connection between ideas and outcomes. We’re starting with liquid markets like equities and options - high-dimensional, dynamic systems where traditional pipelines break down. Our goal isn’t just to model them better - it’s to build a platform for experimentation, where every result tightens the loop between theory and practice. If you care about learning systems, clean abstractions, and applying research in the wild - we’re hiring. |
Greenboard is building a singular, AI-powered platform to handle management of the entirety of financial firms’ compliance programs, and eventually all back office processes. Today, financial institutions use Greenboard to detect risk using AI and to rip out and replace the bad legacy back office tooling they have wanted to get rid of for years. Greenboard's mission is to enable financial institutions to operate their back office teams at a higher standard, with half of the headcount. We’re starting with compliance |
| Website | https://attimet.com/ | https://www.greenboard.com |
| Positives |
"Great tool! Exactly what we needed for our workflow."
Emely Walsh - 5/5
|
"Solid platform that delivers on its promises."
Dr. Yvonne Huels - 5/5
|
| Negatives |
"Had to switch to a different solution after trying this."
Alyce Volkman - 2/5
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"Missing important features we need for our workflow."
Destiny Powlowski - 1/5
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| Details | View Full Review → | View Full Review → |
| Feature |
A
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T
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| Rating |
4.2
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3.9
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| Reviews | 6 | 9 |
| Description |
We’re building a research lab that puts its ideas to the test in one of the most complex, information-rich environments in the world: the financial markets. Much of trading still depends on hand-crafted signals and intuition. We’re approaching it differently - from first principles. We design systems that learn, adapt, and improve with data. Our infrastructure is built to accelerate research: fast iteration loops, real-time feedback, and direct connection between ideas and outcomes. We’re starting with liquid markets like equities and options - high-dimensional, dynamic systems where traditional pipelines break down. Our goal isn’t just to model them better - it’s to build a platform for experimentation, where every result tightens the loop between theory and practice. If you care about learning systems, clean abstractions, and applying research in the wild - we’re hiring. |
Tower accelerates transactional due diligence via an AI-powered, centralized diligence platform. By consolidating disparate diligence workflows, Tower helps lawyers stay organized, spot issues earlier, and close deals faster. |
| Website | https://attimet.com/ | https://withtower.com |
| Positives |
"Great tool! Exactly what we needed for our workflow."
Emely Walsh - 5/5
|
"Switched from our old tool and never looked back."
Finn Kunze - 5/5
|
| Negatives |
"Had to switch to a different solution after trying this."
Alyce Volkman - 2/5
|
"Integration was difficult and documentation was unclear."
Lempi Tromp - 1/5
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| Details | View Full Review → | View Full Review → |
| Feature |
A
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L
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| Rating |
4.2
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3.9
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| Reviews | 6 | 7 |
| Description |
We’re building a research lab that puts its ideas to the test in one of the most complex, information-rich environments in the world: the financial markets. Much of trading still depends on hand-crafted signals and intuition. We’re approaching it differently - from first principles. We design systems that learn, adapt, and improve with data. Our infrastructure is built to accelerate research: fast iteration loops, real-time feedback, and direct connection between ideas and outcomes. We’re starting with liquid markets like equities and options - high-dimensional, dynamic systems where traditional pipelines break down. Our goal isn’t just to model them better - it’s to build a platform for experimentation, where every result tightens the loop between theory and practice. If you care about learning systems, clean abstractions, and applying research in the wild - we’re hiring. |
We’re building the first AI-Native Compliance Firm for RIAs, wealth advisors, and fintechs. We're doing this by blending AI workflows with veteran ex-regulators so we can keep firms SEC/FINRA-ready in minutes, not days. |
| Website | https://attimet.com/ | https://luthor.ai |
| Positives |
"Great tool! Exactly what we needed for our workflow."
Emely Walsh - 5/5
|
"Switched from our old tool and never looked back."
Mrs. Susanna Bashirian - 5/5
|
| Negatives |
"Had to switch to a different solution after trying this."
Alyce Volkman - 2/5
|
"Customer support was slow to respond to our issues."
Dr. Rhea Weber IV - 1/5
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| Details | View Full Review → | View Full Review → |
| Feature |
A
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| Rating |
4.2
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3.8
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| Reviews | 6 | 12 |
| Description |
We’re building a research lab that puts its ideas to the test in one of the most complex, information-rich environments in the world: the financial markets. Much of trading still depends on hand-crafted signals and intuition. We’re approaching it differently - from first principles. We design systems that learn, adapt, and improve with data. Our infrastructure is built to accelerate research: fast iteration loops, real-time feedback, and direct connection between ideas and outcomes. We’re starting with liquid markets like equities and options - high-dimensional, dynamic systems where traditional pipelines break down. Our goal isn’t just to model them better - it’s to build a platform for experimentation, where every result tightens the loop between theory and practice. If you care about learning systems, clean abstractions, and applying research in the wild - we’re hiring. |
The world’s most important organizations deserve the world’s best financial infrastructure. We’re here to make sure they do. At Givefront, we've built a modern financial management platform designed specifically for nonprofits. With real-time budgeting, built-in compliance, and easy integrations, we replace the spreadsheets and guesswork with smart, automated systems. By transforming financial operations from reactive to real-time, Givefront empowers nonprofits to control every dollar, protect every grant, and move their missions forward faster, with greater efficiency, transparency, and trust. |
| Website | https://attimet.com/ | https://givefront.com |
| Positives |
"Great tool! Exactly what we needed for our workflow."
Emely Walsh - 5/5
|
"Really impressed with the features and ease of use."
Lazaro Yost - 5/5
|
| Negatives |
"Had to switch to a different solution after trying this."
Alyce Volkman - 2/5
|
"Overpriced for what you get. Better alternatives exist."
Fae Ullrich Jr. - 1/5
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| Details | View Full Review → | View Full Review → |
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A
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D
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| Rating |
4.2
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3.8
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| Reviews | 6 | 10 |
| Description |
We’re building a research lab that puts its ideas to the test in one of the most complex, information-rich environments in the world: the financial markets. Much of trading still depends on hand-crafted signals and intuition. We’re approaching it differently - from first principles. We design systems that learn, adapt, and improve with data. Our infrastructure is built to accelerate research: fast iteration loops, real-time feedback, and direct connection between ideas and outcomes. We’re starting with liquid markets like equities and options - high-dimensional, dynamic systems where traditional pipelines break down. Our goal isn’t just to model them better - it’s to build a platform for experimentation, where every result tightens the loop between theory and practice. If you care about learning systems, clean abstractions, and applying research in the wild - we’re hiring. |
Dimely builds AI agents for B2B SaaS finance teams. Our agents automate and bring visibility to time-consuming and error-prone finance workflows so teams can stay lean and audit-ready. We do this by completing, logging, and reconciling the data work, including converting contracts to invoices, calculating overages, reconciling payments, and streamlining revenue recognition. We pride ourselves in our fast time to value. Dimely seamlessly slots into your existing workflows without requiring a rip and replace, meaning you'll immediately see results from Day 1. Stop spending hours on billing today! |
| Website | https://attimet.com/ | https://dimely.com/ |
| Positives |
"Great tool! Exactly what we needed for our workflow."
Emely Walsh - 5/5
|
"Easy to set up and get started. Very intuitive."
Scotty Aufderhar - 5/5
|
| Negatives |
"Had to switch to a different solution after trying this."
Alyce Volkman - 2/5
|
"Had to switch to a different solution after trying this."
Kay Stracke - 1/5
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| Details | View Full Review → | View Full Review → |
| Feature |
A
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| Rating |
4.2
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3.8
|
| Reviews | 6 | 5 |
| Description |
We’re building a research lab that puts its ideas to the test in one of the most complex, information-rich environments in the world: the financial markets. Much of trading still depends on hand-crafted signals and intuition. We’re approaching it differently - from first principles. We design systems that learn, adapt, and improve with data. Our infrastructure is built to accelerate research: fast iteration loops, real-time feedback, and direct connection between ideas and outcomes. We’re starting with liquid markets like equities and options - high-dimensional, dynamic systems where traditional pipelines break down. Our goal isn’t just to model them better - it’s to build a platform for experimentation, where every result tightens the loop between theory and practice. If you care about learning systems, clean abstractions, and applying research in the wild - we’re hiring. |
Centauri AI is a modern ETL and Data Science platform for banks and investment firms, starting with Structured Finance. Financial firms heavily rely on Excel, PDF, and PPT files to exchange complex asset details, leading analysts to spend hours crunching the files and extracting insights. Moreover, these data files and reports cannot be easily reused due to poor data infrastructure. Powered by AI, our product cuts hours of data wrangling work down to minutes and makes it possible to query past data easily. This helps firms evaluate assets faster and win more deals. Since launching last month, we've started a pilot with a brokerage team at a public investment bank that now uses our product daily. Aiming to serve over 100,000 investment teams needing complex data analysis for alternative investments, this opens up a potential $5 billion market. |
| Website | https://attimet.com/ | https://centauri-ai.tech |
| Positives |
"Great tool! Exactly what we needed for our workflow."
Emely Walsh - 5/5
|
"Easy to set up and get started. Very intuitive."
Alden Beahan - 5/5
|
| Negatives |
"Had to switch to a different solution after trying this."
Alyce Volkman - 2/5
|
"Too complex for our needs. Not user-friendly."
Mr. Ezra Little - 1/5
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| Details | View Full Review → | View Full Review → |
| Feature |
A
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| Rating |
4.2
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3.5
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| Reviews | 6 | 4 |
| Description |
We’re building a research lab that puts its ideas to the test in one of the most complex, information-rich environments in the world: the financial markets. Much of trading still depends on hand-crafted signals and intuition. We’re approaching it differently - from first principles. We design systems that learn, adapt, and improve with data. Our infrastructure is built to accelerate research: fast iteration loops, real-time feedback, and direct connection between ideas and outcomes. We’re starting with liquid markets like equities and options - high-dimensional, dynamic systems where traditional pipelines break down. Our goal isn’t just to model them better - it’s to build a platform for experimentation, where every result tightens the loop between theory and practice. If you care about learning systems, clean abstractions, and applying research in the wild - we’re hiring. |
Intercept lets CPG brands challenge incorrect charges from retail chains. It ingests all of a brand’s fees across their retailer portals and emails, flags the fees that can be disputed, and automates away the mundane tasks involved in fee disputes. What previously took a team of people is now manageable by a single person. |
| Website | https://attimet.com/ | https://tryintercept.com/ |
| Positives |
"Great tool! Exactly what we needed for our workflow."
Emely Walsh - 5/5
|
"Fast, reliable, and constantly improving. Great product!"
Nicolas Effertz - 5/5
|
| Negatives |
"Had to switch to a different solution after trying this."
Alyce Volkman - 2/5
|
"The interface is confusing and needs improvement."
Carrie Lebsack - 2/5
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| Details | View Full Review → | View Full Review → |
| Feature |
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| Rating |
4.2
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3.4
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| Reviews | 6 | 5 |
| Description |
We’re building a research lab that puts its ideas to the test in one of the most complex, information-rich environments in the world: the financial markets. Much of trading still depends on hand-crafted signals and intuition. We’re approaching it differently - from first principles. We design systems that learn, adapt, and improve with data. Our infrastructure is built to accelerate research: fast iteration loops, real-time feedback, and direct connection between ideas and outcomes. We’re starting with liquid markets like equities and options - high-dimensional, dynamic systems where traditional pipelines break down. Our goal isn’t just to model them better - it’s to build a platform for experimentation, where every result tightens the loop between theory and practice. If you care about learning systems, clean abstractions, and applying research in the wild - we’re hiring. |
Revi helps Investment Banks, PE firms, and Corporate Development teams source new deals. We do this by using agentic workflows to replicate their end-to-end deal origination process, entirely removing the trade-off between precision and scalability. We released the first version of Revi in September 2023 and now have companies like KPMG and platforms backed by KKR and Nordic Capital using our product. |
| Website | https://attimet.com/ | https://www.revi.ai/ |
| Positives |
"Great tool! Exactly what we needed for our workflow."
Emely Walsh - 5/5
|
"Great tool! Exactly what we needed for our workflow."
Katharina Zemlak - 5/5
|
| Negatives |
"Had to switch to a different solution after trying this."
Alyce Volkman - 2/5
|
"Had to switch to a different solution after trying this."
Tanya Kertzmann - 2/5
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| Details | View Full Review → | View Full Review → |
| Feature |
A
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| Rating |
4.2
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3.2
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| Reviews | 6 | 5 |
| Description |
We’re building a research lab that puts its ideas to the test in one of the most complex, information-rich environments in the world: the financial markets. Much of trading still depends on hand-crafted signals and intuition. We’re approaching it differently - from first principles. We design systems that learn, adapt, and improve with data. Our infrastructure is built to accelerate research: fast iteration loops, real-time feedback, and direct connection between ideas and outcomes. We’re starting with liquid markets like equities and options - high-dimensional, dynamic systems where traditional pipelines break down. Our goal isn’t just to model them better - it’s to build a platform for experimentation, where every result tightens the loop between theory and practice. If you care about learning systems, clean abstractions, and applying research in the wild - we’re hiring. |
Fintechs, banks, and other institutions managing financial services face constant pressure to reduce costs, enhance customer experience, and ensure regulatory compliance. PathPilot provides the speed of pre-built AI agents combined with the flexibility of full customization. This enables internal teams to remain in full control, designing, deploying, and governing AI solutions independently, without reliance on external vendors. |
| Website | https://attimet.com/ | https://www.getpathpilot.com/ |
| Positives |
"Great tool! Exactly what we needed for our workflow."
Emely Walsh - 5/5
|
"Great price point for the features offered."
Camylle Zieme - 5/5
|
| Negatives |
"Had to switch to a different solution after trying this."
Alyce Volkman - 2/5
|
"Had to switch to a different solution after trying this."
Miss Chanel Dickens - 1/5
|
| Details | View Full Review → | View Full Review → |
| Feature |
A
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| Rating |
4.2
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3.2
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| Reviews | 6 | 5 |
| Description |
We’re building a research lab that puts its ideas to the test in one of the most complex, information-rich environments in the world: the financial markets. Much of trading still depends on hand-crafted signals and intuition. We’re approaching it differently - from first principles. We design systems that learn, adapt, and improve with data. Our infrastructure is built to accelerate research: fast iteration loops, real-time feedback, and direct connection between ideas and outcomes. We’re starting with liquid markets like equities and options - high-dimensional, dynamic systems where traditional pipelines break down. Our goal isn’t just to model them better - it’s to build a platform for experimentation, where every result tightens the loop between theory and practice. If you care about learning systems, clean abstractions, and applying research in the wild - we’re hiring. |
Historically, quantitative models are domain specific. Brilliant people spend their best years testing features, tuning hyperparameters, and iterating architectures within a narrow domain. But scale is the panacea: large models will find patterns people, and specialized models, could not. Forecasting generalizes. Zoa trains cross-domain event forecasting engines. *Automating Iteration* LLMs, embedded in multi-agent optimization loops and evaluated against fixed policies, can automate the build-test-improve modeling cycle. Think AlphaEvolve for forecasting problems. *Sample-Efficient General Models* Today’s forecasting models are narrowly crafted with deep human priors. But larger models will outperform state-of-the-art specialized models. Unlike existing event models, our models leverage data from across contexts and rely less on human intuition. And compared to LLMs, our models are built with more inductive priors and rely more heavily on inference-time compute, improving sample efficiency. *Why It Matters* In the real economy, our models could be useful for forecasting supply chain volatility, energy supply and demand, even earthquake risk. Science is, Ian Hacking writes, the taming of chance. It is the process of iteratively updating priors (something like: identify uncertainty, conceive experiment to reduce uncertainty, execute, update). If science is uncertainty-reduction, forecasting is a critical measure of progress. Better forecasting improves our ability to select interesting experiments (roughly those with greatest expected uncertainty reduction) and update priors. Our models will be used by labs and academics in data-heavy domains. Sam's ex-girlfriend introduced him to Greg back at Carnegie Mellon in 2017, and while that relationship didn't last, their friendship has. After college, Greg went to Harvard Law School, while Sam worked for three years at Jane Street on their Options desk, building & leading a satellite dev team. |
| Website | https://attimet.com/ | https://zoaresearch.com |
| Positives |
"Great tool! Exactly what we needed for our workflow."
Emely Walsh - 5/5
|
"Excellent customer support and reliable service."
Wilson Fahey - 5/5
|
| Negatives |
"Had to switch to a different solution after trying this."
Alyce Volkman - 2/5
|
"The interface is confusing and needs improvement."
Jerod Williamson - 1/5
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| Details | View Full Review → | View Full Review → |
| Feature |
M
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| Rating |
4.1
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4.1
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| Reviews | 7 | 7 |
| Description |
We’re solving personal finances for a generation that’s been left to figure it all out alone. From managing cash to filing taxes to actually starting to invest, Winford gives everyone the real guidance and tools they need, all in one place. Download our app on the app store to get started! We also offer a cash account (AlphaCash) that goes beyond traditional and high yield savings accounts, allocating your idle dollars into high-quality, short-term bonds through money market funds, personalized for your taxes and goals. Included with Winford subscriptions or available on its own. |
Team: Chaz: Founder of Fat Llama YC S17 - Acquired by Hygglo. Responsible for Business and Sales Arns: Founder of Fancy S20 - Acquired by Gopuff, Responsible for tech and product. |
| Website | https://winfordwealth.com | https://www.modelml.com/ |
| Positives |
"Switched from our old tool and never looked back."
Baron Prohaska - 5/5
|
"Has significantly improved our team's productivity."
Haley Green V - 5/5
|
| Negatives |
"The interface is confusing and needs improvement."
Dr. German Marquardt II - 2/5
|
"Integration was difficult and documentation was unclear."
Marlon Pfannerstill - 1/5
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| Details | View Full Review → | View Full Review → |
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| Rating |
4.1
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4.1
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| Reviews | 7 | 8 |
| Description |
We’re solving personal finances for a generation that’s been left to figure it all out alone. From managing cash to filing taxes to actually starting to invest, Winford gives everyone the real guidance and tools they need, all in one place. Download our app on the app store to get started! We also offer a cash account (AlphaCash) that goes beyond traditional and high yield savings accounts, allocating your idle dollars into high-quality, short-term bonds through money market funds, personalized for your taxes and goals. Included with Winford subscriptions or available on its own. |
TokenOwl aggregates financial accounts in one place with trustless AI. It lets highly active traders calculate taxes with greater accuracy and generate AI powered insights about their portfolio. Users can execute trades with prompts, build custom dashboards, and query their logs in natural language. |
| Website | https://winfordwealth.com | https://tokenowl.ai |
| Positives |
"Switched from our old tool and never looked back."
Baron Prohaska - 5/5
|
"Clean UI and powerful features. Exactly what we needed."
Miss Meaghan Yost I - 5/5
|
| Negatives |
"The interface is confusing and needs improvement."
Dr. German Marquardt II - 2/5
|
"Had to switch to a different solution after trying this."
Natalia Kuvalis - 1/5
|
| Details | View Full Review → | View Full Review → |
| Feature |
R
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| Rating |
4.1
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4.1
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| Reviews | 7 | 12 |
| Description |
We’re solving personal finances for a generation that’s been left to figure it all out alone. From managing cash to filing taxes to actually starting to invest, Winford gives everyone the real guidance and tools they need, all in one place. Download our app on the app store to get started! We also offer a cash account (AlphaCash) that goes beyond traditional and high yield savings accounts, allocating your idle dollars into high-quality, short-term bonds through money market funds, personalized for your taxes and goals. Included with Winford subscriptions or available on its own. |
Remo is building AI copilots for onboarding and compliance teams at financial institutions. We automate highly manual processes like KYB, AML, and Ongoing Monitoring. |
| Website | https://winfordwealth.com | https://getremo.ai |
| Positives |
"Switched from our old tool and never looked back."
Baron Prohaska - 5/5
|
"Well-designed interface and powerful features."
Mrs. Simone Hills - 5/5
|
| Negatives |
"The interface is confusing and needs improvement."
Dr. German Marquardt II - 2/5
|
"Not quite what we expected. Lacking some key features."
Tabitha Bergnaum - 2/5
|
| Details | View Full Review → | View Full Review → |
| Feature | ||
|---|---|---|
| Rating |
4.1
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4.0
|
| Reviews | 7 | 10 |
| Description |
We’re solving personal finances for a generation that’s been left to figure it all out alone. From managing cash to filing taxes to actually starting to invest, Winford gives everyone the real guidance and tools they need, all in one place. Download our app on the app store to get started! We also offer a cash account (AlphaCash) that goes beyond traditional and high yield savings accounts, allocating your idle dollars into high-quality, short-term bonds through money market funds, personalized for your taxes and goals. Included with Winford subscriptions or available on its own. |
For money managers to raise their next billion, they dedicate entire teams to spend days filling diligence questionnaires with recycled content. We do it in minutes using AI. Clients include Bridgewater, Coatue, Onex, Urban Partners, Yarra Capital, Axonic, NIAM, Raith Capital, Intl Farming, Hillsdale, White Oak, etc. |
| Website | https://winfordwealth.com | https://www.governgpt.com/ |
| Positives |
"Switched from our old tool and never looked back."
Baron Prohaska - 5/5
|
"Well-designed interface and powerful features."
Dedrick Ferry - 5/5
|
| Negatives |
"The interface is confusing and needs improvement."
Dr. German Marquardt II - 2/5
|
"Customer support was slow to respond to our issues."
Prof. Keith McLaughlin - 1/5
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| Details | View Full Review → | View Full Review → |
| Feature |
S
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| Rating |
4.1
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3.9
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| Reviews | 7 | 14 |
| Description |
We’re solving personal finances for a generation that’s been left to figure it all out alone. From managing cash to filing taxes to actually starting to invest, Winford gives everyone the real guidance and tools they need, all in one place. Download our app on the app store to get started! We also offer a cash account (AlphaCash) that goes beyond traditional and high yield savings accounts, allocating your idle dollars into high-quality, short-term bonds through money market funds, personalized for your taxes and goals. Included with Winford subscriptions or available on its own. |
Sphinx automates the manual work of compliance analysts. Our AI agents make AML decisions, helping banks and fintech eliminate onboarding bottlenecks. |
| Website | https://winfordwealth.com | https://sphinxhq.com/ |
| Positives |
"Switched from our old tool and never looked back."
Baron Prohaska - 5/5
|
"Really impressed with the features and ease of use."
Arch Schaden - 5/5
|
| Negatives |
"The interface is confusing and needs improvement."
Dr. German Marquardt II - 2/5
|
"Integration was difficult and documentation was unclear."
Dr. Eddie Heathcote - 1/5
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| Details | View Full Review → | View Full Review → |
| Feature | ||
|---|---|---|
| Rating |
4.1
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3.9
|
| Reviews | 7 | 11 |
| Description |
We’re solving personal finances for a generation that’s been left to figure it all out alone. From managing cash to filing taxes to actually starting to invest, Winford gives everyone the real guidance and tools they need, all in one place. Download our app on the app store to get started! We also offer a cash account (AlphaCash) that goes beyond traditional and high yield savings accounts, allocating your idle dollars into high-quality, short-term bonds through money market funds, personalized for your taxes and goals. Included with Winford subscriptions or available on its own. |
Greenboard is building a singular, AI-powered platform to handle management of the entirety of financial firms’ compliance programs, and eventually all back office processes. Today, financial institutions use Greenboard to detect risk using AI and to rip out and replace the bad legacy back office tooling they have wanted to get rid of for years. Greenboard's mission is to enable financial institutions to operate their back office teams at a higher standard, with half of the headcount. We’re starting with compliance |
| Website | https://winfordwealth.com | https://www.greenboard.com |
| Positives |
"Switched from our old tool and never looked back."
Baron Prohaska - 5/5
|
"Solid platform that delivers on its promises."
Dr. Yvonne Huels - 5/5
|
| Negatives |
"The interface is confusing and needs improvement."
Dr. German Marquardt II - 2/5
|
"Missing important features we need for our workflow."
Destiny Powlowski - 1/5
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| Details | View Full Review → | View Full Review → |
| Feature |
T
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| Rating |
4.1
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3.9
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| Reviews | 7 | 9 |
| Description |
We’re solving personal finances for a generation that’s been left to figure it all out alone. From managing cash to filing taxes to actually starting to invest, Winford gives everyone the real guidance and tools they need, all in one place. Download our app on the app store to get started! We also offer a cash account (AlphaCash) that goes beyond traditional and high yield savings accounts, allocating your idle dollars into high-quality, short-term bonds through money market funds, personalized for your taxes and goals. Included with Winford subscriptions or available on its own. |
Tower accelerates transactional due diligence via an AI-powered, centralized diligence platform. By consolidating disparate diligence workflows, Tower helps lawyers stay organized, spot issues earlier, and close deals faster. |
| Website | https://winfordwealth.com | https://withtower.com |
| Positives |
"Switched from our old tool and never looked back."
Baron Prohaska - 5/5
|
"Switched from our old tool and never looked back."
Finn Kunze - 5/5
|
| Negatives |
"The interface is confusing and needs improvement."
Dr. German Marquardt II - 2/5
|
"Integration was difficult and documentation was unclear."
Lempi Tromp - 1/5
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| Details | View Full Review → | View Full Review → |
| Feature |
L
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|---|---|---|
| Rating |
4.1
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3.9
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| Reviews | 7 | 7 |
| Description |
We’re solving personal finances for a generation that’s been left to figure it all out alone. From managing cash to filing taxes to actually starting to invest, Winford gives everyone the real guidance and tools they need, all in one place. Download our app on the app store to get started! We also offer a cash account (AlphaCash) that goes beyond traditional and high yield savings accounts, allocating your idle dollars into high-quality, short-term bonds through money market funds, personalized for your taxes and goals. Included with Winford subscriptions or available on its own. |
We’re building the first AI-Native Compliance Firm for RIAs, wealth advisors, and fintechs. We're doing this by blending AI workflows with veteran ex-regulators so we can keep firms SEC/FINRA-ready in minutes, not days. |
| Website | https://winfordwealth.com | https://luthor.ai |
| Positives |
"Switched from our old tool and never looked back."
Baron Prohaska - 5/5
|
"Switched from our old tool and never looked back."
Mrs. Susanna Bashirian - 5/5
|
| Negatives |
"The interface is confusing and needs improvement."
Dr. German Marquardt II - 2/5
|
"Customer support was slow to respond to our issues."
Dr. Rhea Weber IV - 1/5
|
| Details | View Full Review → | View Full Review → |
| Feature | ||
|---|---|---|
| Rating |
4.1
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3.8
|
| Reviews | 7 | 12 |
| Description |
We’re solving personal finances for a generation that’s been left to figure it all out alone. From managing cash to filing taxes to actually starting to invest, Winford gives everyone the real guidance and tools they need, all in one place. Download our app on the app store to get started! We also offer a cash account (AlphaCash) that goes beyond traditional and high yield savings accounts, allocating your idle dollars into high-quality, short-term bonds through money market funds, personalized for your taxes and goals. Included with Winford subscriptions or available on its own. |
The world’s most important organizations deserve the world’s best financial infrastructure. We’re here to make sure they do. At Givefront, we've built a modern financial management platform designed specifically for nonprofits. With real-time budgeting, built-in compliance, and easy integrations, we replace the spreadsheets and guesswork with smart, automated systems. By transforming financial operations from reactive to real-time, Givefront empowers nonprofits to control every dollar, protect every grant, and move their missions forward faster, with greater efficiency, transparency, and trust. |
| Website | https://winfordwealth.com | https://givefront.com |
| Positives |
"Switched from our old tool and never looked back."
Baron Prohaska - 5/5
|
"Really impressed with the features and ease of use."
Lazaro Yost - 5/5
|
| Negatives |
"The interface is confusing and needs improvement."
Dr. German Marquardt II - 2/5
|
"Overpriced for what you get. Better alternatives exist."
Fae Ullrich Jr. - 1/5
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| Details | View Full Review → | View Full Review → |
| Feature |
D
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|---|---|---|
| Rating |
4.1
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3.8
|
| Reviews | 7 | 10 |
| Description |
We’re solving personal finances for a generation that’s been left to figure it all out alone. From managing cash to filing taxes to actually starting to invest, Winford gives everyone the real guidance and tools they need, all in one place. Download our app on the app store to get started! We also offer a cash account (AlphaCash) that goes beyond traditional and high yield savings accounts, allocating your idle dollars into high-quality, short-term bonds through money market funds, personalized for your taxes and goals. Included with Winford subscriptions or available on its own. |
Dimely builds AI agents for B2B SaaS finance teams. Our agents automate and bring visibility to time-consuming and error-prone finance workflows so teams can stay lean and audit-ready. We do this by completing, logging, and reconciling the data work, including converting contracts to invoices, calculating overages, reconciling payments, and streamlining revenue recognition. We pride ourselves in our fast time to value. Dimely seamlessly slots into your existing workflows without requiring a rip and replace, meaning you'll immediately see results from Day 1. Stop spending hours on billing today! |
| Website | https://winfordwealth.com | https://dimely.com/ |
| Positives |
"Switched from our old tool and never looked back."
Baron Prohaska - 5/5
|
"Easy to set up and get started. Very intuitive."
Scotty Aufderhar - 5/5
|
| Negatives |
"The interface is confusing and needs improvement."
Dr. German Marquardt II - 2/5
|
"Had to switch to a different solution after trying this."
Kay Stracke - 1/5
|
| Details | View Full Review → | View Full Review → |
| Feature | ||
|---|---|---|
| Rating |
4.1
|
3.8
|
| Reviews | 7 | 5 |
| Description |
We’re solving personal finances for a generation that’s been left to figure it all out alone. From managing cash to filing taxes to actually starting to invest, Winford gives everyone the real guidance and tools they need, all in one place. Download our app on the app store to get started! We also offer a cash account (AlphaCash) that goes beyond traditional and high yield savings accounts, allocating your idle dollars into high-quality, short-term bonds through money market funds, personalized for your taxes and goals. Included with Winford subscriptions or available on its own. |
Centauri AI is a modern ETL and Data Science platform for banks and investment firms, starting with Structured Finance. Financial firms heavily rely on Excel, PDF, and PPT files to exchange complex asset details, leading analysts to spend hours crunching the files and extracting insights. Moreover, these data files and reports cannot be easily reused due to poor data infrastructure. Powered by AI, our product cuts hours of data wrangling work down to minutes and makes it possible to query past data easily. This helps firms evaluate assets faster and win more deals. Since launching last month, we've started a pilot with a brokerage team at a public investment bank that now uses our product daily. Aiming to serve over 100,000 investment teams needing complex data analysis for alternative investments, this opens up a potential $5 billion market. |
| Website | https://winfordwealth.com | https://centauri-ai.tech |
| Positives |
"Switched from our old tool and never looked back."
Baron Prohaska - 5/5
|
"Easy to set up and get started. Very intuitive."
Alden Beahan - 5/5
|
| Negatives |
"The interface is confusing and needs improvement."
Dr. German Marquardt II - 2/5
|
"Too complex for our needs. Not user-friendly."
Mr. Ezra Little - 1/5
|
| Details | View Full Review → | View Full Review → |
| Feature | ||
|---|---|---|
| Rating |
4.1
|
3.5
|
| Reviews | 7 | 4 |
| Description |
We’re solving personal finances for a generation that’s been left to figure it all out alone. From managing cash to filing taxes to actually starting to invest, Winford gives everyone the real guidance and tools they need, all in one place. Download our app on the app store to get started! We also offer a cash account (AlphaCash) that goes beyond traditional and high yield savings accounts, allocating your idle dollars into high-quality, short-term bonds through money market funds, personalized for your taxes and goals. Included with Winford subscriptions or available on its own. |
Intercept lets CPG brands challenge incorrect charges from retail chains. It ingests all of a brand’s fees across their retailer portals and emails, flags the fees that can be disputed, and automates away the mundane tasks involved in fee disputes. What previously took a team of people is now manageable by a single person. |
| Website | https://winfordwealth.com | https://tryintercept.com/ |
| Positives |
"Switched from our old tool and never looked back."
Baron Prohaska - 5/5
|
"Fast, reliable, and constantly improving. Great product!"
Nicolas Effertz - 5/5
|
| Negatives |
"The interface is confusing and needs improvement."
Dr. German Marquardt II - 2/5
|
"The interface is confusing and needs improvement."
Carrie Lebsack - 2/5
|
| Details | View Full Review → | View Full Review → |
| Feature | ||
|---|---|---|
| Rating |
4.1
|
3.4
|
| Reviews | 7 | 5 |
| Description |
We’re solving personal finances for a generation that’s been left to figure it all out alone. From managing cash to filing taxes to actually starting to invest, Winford gives everyone the real guidance and tools they need, all in one place. Download our app on the app store to get started! We also offer a cash account (AlphaCash) that goes beyond traditional and high yield savings accounts, allocating your idle dollars into high-quality, short-term bonds through money market funds, personalized for your taxes and goals. Included with Winford subscriptions or available on its own. |
Revi helps Investment Banks, PE firms, and Corporate Development teams source new deals. We do this by using agentic workflows to replicate their end-to-end deal origination process, entirely removing the trade-off between precision and scalability. We released the first version of Revi in September 2023 and now have companies like KPMG and platforms backed by KKR and Nordic Capital using our product. |
| Website | https://winfordwealth.com | https://www.revi.ai/ |
| Positives |
"Switched from our old tool and never looked back."
Baron Prohaska - 5/5
|
"Great tool! Exactly what we needed for our workflow."
Katharina Zemlak - 5/5
|
| Negatives |
"The interface is confusing and needs improvement."
Dr. German Marquardt II - 2/5
|
"Had to switch to a different solution after trying this."
Tanya Kertzmann - 2/5
|
| Details | View Full Review → | View Full Review → |
| Feature | ||
|---|---|---|
| Rating |
4.1
|
3.2
|
| Reviews | 7 | 5 |
| Description |
We’re solving personal finances for a generation that’s been left to figure it all out alone. From managing cash to filing taxes to actually starting to invest, Winford gives everyone the real guidance and tools they need, all in one place. Download our app on the app store to get started! We also offer a cash account (AlphaCash) that goes beyond traditional and high yield savings accounts, allocating your idle dollars into high-quality, short-term bonds through money market funds, personalized for your taxes and goals. Included with Winford subscriptions or available on its own. |
Fintechs, banks, and other institutions managing financial services face constant pressure to reduce costs, enhance customer experience, and ensure regulatory compliance. PathPilot provides the speed of pre-built AI agents combined with the flexibility of full customization. This enables internal teams to remain in full control, designing, deploying, and governing AI solutions independently, without reliance on external vendors. |
| Website | https://winfordwealth.com | https://www.getpathpilot.com/ |
| Positives |
"Switched from our old tool and never looked back."
Baron Prohaska - 5/5
|
"Great price point for the features offered."
Camylle Zieme - 5/5
|
| Negatives |
"The interface is confusing and needs improvement."
Dr. German Marquardt II - 2/5
|
"Had to switch to a different solution after trying this."
Miss Chanel Dickens - 1/5
|
| Details | View Full Review → | View Full Review → |
| Feature | ||
|---|---|---|
| Rating |
4.1
|
3.2
|
| Reviews | 7 | 5 |
| Description |
We’re solving personal finances for a generation that’s been left to figure it all out alone. From managing cash to filing taxes to actually starting to invest, Winford gives everyone the real guidance and tools they need, all in one place. Download our app on the app store to get started! We also offer a cash account (AlphaCash) that goes beyond traditional and high yield savings accounts, allocating your idle dollars into high-quality, short-term bonds through money market funds, personalized for your taxes and goals. Included with Winford subscriptions or available on its own. |
Historically, quantitative models are domain specific. Brilliant people spend their best years testing features, tuning hyperparameters, and iterating architectures within a narrow domain. But scale is the panacea: large models will find patterns people, and specialized models, could not. Forecasting generalizes. Zoa trains cross-domain event forecasting engines. *Automating Iteration* LLMs, embedded in multi-agent optimization loops and evaluated against fixed policies, can automate the build-test-improve modeling cycle. Think AlphaEvolve for forecasting problems. *Sample-Efficient General Models* Today’s forecasting models are narrowly crafted with deep human priors. But larger models will outperform state-of-the-art specialized models. Unlike existing event models, our models leverage data from across contexts and rely less on human intuition. And compared to LLMs, our models are built with more inductive priors and rely more heavily on inference-time compute, improving sample efficiency. *Why It Matters* In the real economy, our models could be useful for forecasting supply chain volatility, energy supply and demand, even earthquake risk. Science is, Ian Hacking writes, the taming of chance. It is the process of iteratively updating priors (something like: identify uncertainty, conceive experiment to reduce uncertainty, execute, update). If science is uncertainty-reduction, forecasting is a critical measure of progress. Better forecasting improves our ability to select interesting experiments (roughly those with greatest expected uncertainty reduction) and update priors. Our models will be used by labs and academics in data-heavy domains. Sam's ex-girlfriend introduced him to Greg back at Carnegie Mellon in 2017, and while that relationship didn't last, their friendship has. After college, Greg went to Harvard Law School, while Sam worked for three years at Jane Street on their Options desk, building & leading a satellite dev team. |
| Website | https://winfordwealth.com | https://zoaresearch.com |
| Positives |
"Switched from our old tool and never looked back."
Baron Prohaska - 5/5
|
"Excellent customer support and reliable service."
Wilson Fahey - 5/5
|
| Negatives |
"The interface is confusing and needs improvement."
Dr. German Marquardt II - 2/5
|
"The interface is confusing and needs improvement."
Jerod Williamson - 1/5
|
| Details | View Full Review → | View Full Review → |
| Feature |
M
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T
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| Rating |
4.1
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4.1
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| Reviews | 7 | 8 |
| Description |
Team: Chaz: Founder of Fat Llama YC S17 - Acquired by Hygglo. Responsible for Business and Sales Arns: Founder of Fancy S20 - Acquired by Gopuff, Responsible for tech and product. |
TokenOwl aggregates financial accounts in one place with trustless AI. It lets highly active traders calculate taxes with greater accuracy and generate AI powered insights about their portfolio. Users can execute trades with prompts, build custom dashboards, and query their logs in natural language. |
| Website | https://www.modelml.com/ | https://tokenowl.ai |
| Positives |
"Has significantly improved our team's productivity."
Haley Green V - 5/5
|
"Clean UI and powerful features. Exactly what we needed."
Miss Meaghan Yost I - 5/5
|
| Negatives |
"Integration was difficult and documentation was unclear."
Marlon Pfannerstill - 1/5
|
"Had to switch to a different solution after trying this."
Natalia Kuvalis - 1/5
|
| Details | View Full Review → | View Full Review → |
| Feature |
M
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R
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|---|---|---|
| Rating |
4.1
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4.1
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| Reviews | 7 | 12 |
| Description |
Team: Chaz: Founder of Fat Llama YC S17 - Acquired by Hygglo. Responsible for Business and Sales Arns: Founder of Fancy S20 - Acquired by Gopuff, Responsible for tech and product. |
Remo is building AI copilots for onboarding and compliance teams at financial institutions. We automate highly manual processes like KYB, AML, and Ongoing Monitoring. |
| Website | https://www.modelml.com/ | https://getremo.ai |
| Positives |
"Has significantly improved our team's productivity."
Haley Green V - 5/5
|
"Well-designed interface and powerful features."
Mrs. Simone Hills - 5/5
|
| Negatives |
"Integration was difficult and documentation was unclear."
Marlon Pfannerstill - 1/5
|
"Not quite what we expected. Lacking some key features."
Tabitha Bergnaum - 2/5
|
| Details | View Full Review → | View Full Review → |
| Feature |
M
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| Rating |
4.1
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4.0
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| Reviews | 7 | 10 |
| Description |
Team: Chaz: Founder of Fat Llama YC S17 - Acquired by Hygglo. Responsible for Business and Sales Arns: Founder of Fancy S20 - Acquired by Gopuff, Responsible for tech and product. |
For money managers to raise their next billion, they dedicate entire teams to spend days filling diligence questionnaires with recycled content. We do it in minutes using AI. Clients include Bridgewater, Coatue, Onex, Urban Partners, Yarra Capital, Axonic, NIAM, Raith Capital, Intl Farming, Hillsdale, White Oak, etc. |
| Website | https://www.modelml.com/ | https://www.governgpt.com/ |
| Positives |
"Has significantly improved our team's productivity."
Haley Green V - 5/5
|
"Well-designed interface and powerful features."
Dedrick Ferry - 5/5
|
| Negatives |
"Integration was difficult and documentation was unclear."
Marlon Pfannerstill - 1/5
|
"Customer support was slow to respond to our issues."
Prof. Keith McLaughlin - 1/5
|
| Details | View Full Review → | View Full Review → |
| Feature |
M
|
S
|
|---|---|---|
| Rating |
4.1
|
3.9
|
| Reviews | 7 | 14 |
| Description |
Team: Chaz: Founder of Fat Llama YC S17 - Acquired by Hygglo. Responsible for Business and Sales Arns: Founder of Fancy S20 - Acquired by Gopuff, Responsible for tech and product. |
Sphinx automates the manual work of compliance analysts. Our AI agents make AML decisions, helping banks and fintech eliminate onboarding bottlenecks. |
| Website | https://www.modelml.com/ | https://sphinxhq.com/ |
| Positives |
"Has significantly improved our team's productivity."
Haley Green V - 5/5
|
"Really impressed with the features and ease of use."
Arch Schaden - 5/5
|
| Negatives |
"Integration was difficult and documentation was unclear."
Marlon Pfannerstill - 1/5
|
"Integration was difficult and documentation was unclear."
Dr. Eddie Heathcote - 1/5
|
| Details | View Full Review → | View Full Review → |
| Feature |
M
|
|
|---|---|---|
| Rating |
4.1
|
3.9
|
| Reviews | 7 | 11 |
| Description |
Team: Chaz: Founder of Fat Llama YC S17 - Acquired by Hygglo. Responsible for Business and Sales Arns: Founder of Fancy S20 - Acquired by Gopuff, Responsible for tech and product. |
Greenboard is building a singular, AI-powered platform to handle management of the entirety of financial firms’ compliance programs, and eventually all back office processes. Today, financial institutions use Greenboard to detect risk using AI and to rip out and replace the bad legacy back office tooling they have wanted to get rid of for years. Greenboard's mission is to enable financial institutions to operate their back office teams at a higher standard, with half of the headcount. We’re starting with compliance |
| Website | https://www.modelml.com/ | https://www.greenboard.com |
| Positives |
"Has significantly improved our team's productivity."
Haley Green V - 5/5
|
"Solid platform that delivers on its promises."
Dr. Yvonne Huels - 5/5
|
| Negatives |
"Integration was difficult and documentation was unclear."
Marlon Pfannerstill - 1/5
|
"Missing important features we need for our workflow."
Destiny Powlowski - 1/5
|
| Details | View Full Review → | View Full Review → |
| Feature |
M
|
T
|
|---|---|---|
| Rating |
4.1
|
3.9
|
| Reviews | 7 | 9 |
| Description |
Team: Chaz: Founder of Fat Llama YC S17 - Acquired by Hygglo. Responsible for Business and Sales Arns: Founder of Fancy S20 - Acquired by Gopuff, Responsible for tech and product. |
Tower accelerates transactional due diligence via an AI-powered, centralized diligence platform. By consolidating disparate diligence workflows, Tower helps lawyers stay organized, spot issues earlier, and close deals faster. |
| Website | https://www.modelml.com/ | https://withtower.com |
| Positives |
"Has significantly improved our team's productivity."
Haley Green V - 5/5
|
"Switched from our old tool and never looked back."
Finn Kunze - 5/5
|
| Negatives |
"Integration was difficult and documentation was unclear."
Marlon Pfannerstill - 1/5
|
"Integration was difficult and documentation was unclear."
Lempi Tromp - 1/5
|
| Details | View Full Review → | View Full Review → |
| Feature |
M
|
L
|
|---|---|---|
| Rating |
4.1
|
3.9
|
| Reviews | 7 | 7 |
| Description |
Team: Chaz: Founder of Fat Llama YC S17 - Acquired by Hygglo. Responsible for Business and Sales Arns: Founder of Fancy S20 - Acquired by Gopuff, Responsible for tech and product. |
We’re building the first AI-Native Compliance Firm for RIAs, wealth advisors, and fintechs. We're doing this by blending AI workflows with veteran ex-regulators so we can keep firms SEC/FINRA-ready in minutes, not days. |
| Website | https://www.modelml.com/ | https://luthor.ai |
| Positives |
"Has significantly improved our team's productivity."
Haley Green V - 5/5
|
"Switched from our old tool and never looked back."
Mrs. Susanna Bashirian - 5/5
|
| Negatives |
"Integration was difficult and documentation was unclear."
Marlon Pfannerstill - 1/5
|
"Customer support was slow to respond to our issues."
Dr. Rhea Weber IV - 1/5
|
| Details | View Full Review → | View Full Review → |
| Feature |
M
|
|
|---|---|---|
| Rating |
4.1
|
3.8
|
| Reviews | 7 | 12 |
| Description |
Team: Chaz: Founder of Fat Llama YC S17 - Acquired by Hygglo. Responsible for Business and Sales Arns: Founder of Fancy S20 - Acquired by Gopuff, Responsible for tech and product. |
The world’s most important organizations deserve the world’s best financial infrastructure. We’re here to make sure they do. At Givefront, we've built a modern financial management platform designed specifically for nonprofits. With real-time budgeting, built-in compliance, and easy integrations, we replace the spreadsheets and guesswork with smart, automated systems. By transforming financial operations from reactive to real-time, Givefront empowers nonprofits to control every dollar, protect every grant, and move their missions forward faster, with greater efficiency, transparency, and trust. |
| Website | https://www.modelml.com/ | https://givefront.com |
| Positives |
"Has significantly improved our team's productivity."
Haley Green V - 5/5
|
"Really impressed with the features and ease of use."
Lazaro Yost - 5/5
|
| Negatives |
"Integration was difficult and documentation was unclear."
Marlon Pfannerstill - 1/5
|
"Overpriced for what you get. Better alternatives exist."
Fae Ullrich Jr. - 1/5
|
| Details | View Full Review → | View Full Review → |
| Feature |
M
|
D
|
|---|---|---|
| Rating |
4.1
|
3.8
|
| Reviews | 7 | 10 |
| Description |
Team: Chaz: Founder of Fat Llama YC S17 - Acquired by Hygglo. Responsible for Business and Sales Arns: Founder of Fancy S20 - Acquired by Gopuff, Responsible for tech and product. |
Dimely builds AI agents for B2B SaaS finance teams. Our agents automate and bring visibility to time-consuming and error-prone finance workflows so teams can stay lean and audit-ready. We do this by completing, logging, and reconciling the data work, including converting contracts to invoices, calculating overages, reconciling payments, and streamlining revenue recognition. We pride ourselves in our fast time to value. Dimely seamlessly slots into your existing workflows without requiring a rip and replace, meaning you'll immediately see results from Day 1. Stop spending hours on billing today! |
| Website | https://www.modelml.com/ | https://dimely.com/ |
| Positives |
"Has significantly improved our team's productivity."
Haley Green V - 5/5
|
"Easy to set up and get started. Very intuitive."
Scotty Aufderhar - 5/5
|
| Negatives |
"Integration was difficult and documentation was unclear."
Marlon Pfannerstill - 1/5
|
"Had to switch to a different solution after trying this."
Kay Stracke - 1/5
|
| Details | View Full Review → | View Full Review → |
| Feature |
M
|
|
|---|---|---|
| Rating |
4.1
|
3.8
|
| Reviews | 7 | 5 |
| Description |
Team: Chaz: Founder of Fat Llama YC S17 - Acquired by Hygglo. Responsible for Business and Sales Arns: Founder of Fancy S20 - Acquired by Gopuff, Responsible for tech and product. |
Centauri AI is a modern ETL and Data Science platform for banks and investment firms, starting with Structured Finance. Financial firms heavily rely on Excel, PDF, and PPT files to exchange complex asset details, leading analysts to spend hours crunching the files and extracting insights. Moreover, these data files and reports cannot be easily reused due to poor data infrastructure. Powered by AI, our product cuts hours of data wrangling work down to minutes and makes it possible to query past data easily. This helps firms evaluate assets faster and win more deals. Since launching last month, we've started a pilot with a brokerage team at a public investment bank that now uses our product daily. Aiming to serve over 100,000 investment teams needing complex data analysis for alternative investments, this opens up a potential $5 billion market. |
| Website | https://www.modelml.com/ | https://centauri-ai.tech |
| Positives |
"Has significantly improved our team's productivity."
Haley Green V - 5/5
|
"Easy to set up and get started. Very intuitive."
Alden Beahan - 5/5
|
| Negatives |
"Integration was difficult and documentation was unclear."
Marlon Pfannerstill - 1/5
|
"Too complex for our needs. Not user-friendly."
Mr. Ezra Little - 1/5
|
| Details | View Full Review → | View Full Review → |
| Feature |
M
|
|
|---|---|---|
| Rating |
4.1
|
3.5
|
| Reviews | 7 | 4 |
| Description |
Team: Chaz: Founder of Fat Llama YC S17 - Acquired by Hygglo. Responsible for Business and Sales Arns: Founder of Fancy S20 - Acquired by Gopuff, Responsible for tech and product. |
Intercept lets CPG brands challenge incorrect charges from retail chains. It ingests all of a brand’s fees across their retailer portals and emails, flags the fees that can be disputed, and automates away the mundane tasks involved in fee disputes. What previously took a team of people is now manageable by a single person. |
| Website | https://www.modelml.com/ | https://tryintercept.com/ |
| Positives |
"Has significantly improved our team's productivity."
Haley Green V - 5/5
|
"Fast, reliable, and constantly improving. Great product!"
Nicolas Effertz - 5/5
|
| Negatives |
"Integration was difficult and documentation was unclear."
Marlon Pfannerstill - 1/5
|
"The interface is confusing and needs improvement."
Carrie Lebsack - 2/5
|
| Details | View Full Review → | View Full Review → |
| Feature |
M
|
|
|---|---|---|
| Rating |
4.1
|
3.4
|
| Reviews | 7 | 5 |
| Description |
Team: Chaz: Founder of Fat Llama YC S17 - Acquired by Hygglo. Responsible for Business and Sales Arns: Founder of Fancy S20 - Acquired by Gopuff, Responsible for tech and product. |
Revi helps Investment Banks, PE firms, and Corporate Development teams source new deals. We do this by using agentic workflows to replicate their end-to-end deal origination process, entirely removing the trade-off between precision and scalability. We released the first version of Revi in September 2023 and now have companies like KPMG and platforms backed by KKR and Nordic Capital using our product. |
| Website | https://www.modelml.com/ | https://www.revi.ai/ |
| Positives |
"Has significantly improved our team's productivity."
Haley Green V - 5/5
|
"Great tool! Exactly what we needed for our workflow."
Katharina Zemlak - 5/5
|
| Negatives |
"Integration was difficult and documentation was unclear."
Marlon Pfannerstill - 1/5
|
"Had to switch to a different solution after trying this."
Tanya Kertzmann - 2/5
|
| Details | View Full Review → | View Full Review → |
| Feature |
M
|
|
|---|---|---|
| Rating |
4.1
|
3.2
|
| Reviews | 7 | 5 |
| Description |
Team: Chaz: Founder of Fat Llama YC S17 - Acquired by Hygglo. Responsible for Business and Sales Arns: Founder of Fancy S20 - Acquired by Gopuff, Responsible for tech and product. |
Fintechs, banks, and other institutions managing financial services face constant pressure to reduce costs, enhance customer experience, and ensure regulatory compliance. PathPilot provides the speed of pre-built AI agents combined with the flexibility of full customization. This enables internal teams to remain in full control, designing, deploying, and governing AI solutions independently, without reliance on external vendors. |
| Website | https://www.modelml.com/ | https://www.getpathpilot.com/ |
| Positives |
"Has significantly improved our team's productivity."
Haley Green V - 5/5
|
"Great price point for the features offered."
Camylle Zieme - 5/5
|
| Negatives |
"Integration was difficult and documentation was unclear."
Marlon Pfannerstill - 1/5
|
"Had to switch to a different solution after trying this."
Miss Chanel Dickens - 1/5
|
| Details | View Full Review → | View Full Review → |
| Feature |
M
|
|
|---|---|---|
| Rating |
4.1
|
3.2
|
| Reviews | 7 | 5 |
| Description |
Team: Chaz: Founder of Fat Llama YC S17 - Acquired by Hygglo. Responsible for Business and Sales Arns: Founder of Fancy S20 - Acquired by Gopuff, Responsible for tech and product. |
Historically, quantitative models are domain specific. Brilliant people spend their best years testing features, tuning hyperparameters, and iterating architectures within a narrow domain. But scale is the panacea: large models will find patterns people, and specialized models, could not. Forecasting generalizes. Zoa trains cross-domain event forecasting engines. *Automating Iteration* LLMs, embedded in multi-agent optimization loops and evaluated against fixed policies, can automate the build-test-improve modeling cycle. Think AlphaEvolve for forecasting problems. *Sample-Efficient General Models* Today’s forecasting models are narrowly crafted with deep human priors. But larger models will outperform state-of-the-art specialized models. Unlike existing event models, our models leverage data from across contexts and rely less on human intuition. And compared to LLMs, our models are built with more inductive priors and rely more heavily on inference-time compute, improving sample efficiency. *Why It Matters* In the real economy, our models could be useful for forecasting supply chain volatility, energy supply and demand, even earthquake risk. Science is, Ian Hacking writes, the taming of chance. It is the process of iteratively updating priors (something like: identify uncertainty, conceive experiment to reduce uncertainty, execute, update). If science is uncertainty-reduction, forecasting is a critical measure of progress. Better forecasting improves our ability to select interesting experiments (roughly those with greatest expected uncertainty reduction) and update priors. Our models will be used by labs and academics in data-heavy domains. Sam's ex-girlfriend introduced him to Greg back at Carnegie Mellon in 2017, and while that relationship didn't last, their friendship has. After college, Greg went to Harvard Law School, while Sam worked for three years at Jane Street on their Options desk, building & leading a satellite dev team. |
| Website | https://www.modelml.com/ | https://zoaresearch.com |
| Positives |
"Has significantly improved our team's productivity."
Haley Green V - 5/5
|
"Excellent customer support and reliable service."
Wilson Fahey - 5/5
|
| Negatives |
"Integration was difficult and documentation was unclear."
Marlon Pfannerstill - 1/5
|
"The interface is confusing and needs improvement."
Jerod Williamson - 1/5
|
| Details | View Full Review → | View Full Review → |
| Feature |
T
|
R
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|---|---|---|
| Rating |
4.1
|
4.1
|
| Reviews | 8 | 12 |
| Description |
TokenOwl aggregates financial accounts in one place with trustless AI. It lets highly active traders calculate taxes with greater accuracy and generate AI powered insights about their portfolio. Users can execute trades with prompts, build custom dashboards, and query their logs in natural language. |
Remo is building AI copilots for onboarding and compliance teams at financial institutions. We automate highly manual processes like KYB, AML, and Ongoing Monitoring. |
| Website | https://tokenowl.ai | https://getremo.ai |
| Positives |
"Clean UI and powerful features. Exactly what we needed."
Miss Meaghan Yost I - 5/5
|
"Well-designed interface and powerful features."
Mrs. Simone Hills - 5/5
|
| Negatives |
"Had to switch to a different solution after trying this."
Natalia Kuvalis - 1/5
|
"Not quite what we expected. Lacking some key features."
Tabitha Bergnaum - 2/5
|
| Details | View Full Review → | View Full Review → |
| Feature |
T
|
|
|---|---|---|
| Rating |
4.1
|
4.0
|
| Reviews | 8 | 10 |
| Description |
TokenOwl aggregates financial accounts in one place with trustless AI. It lets highly active traders calculate taxes with greater accuracy and generate AI powered insights about their portfolio. Users can execute trades with prompts, build custom dashboards, and query their logs in natural language. |
For money managers to raise their next billion, they dedicate entire teams to spend days filling diligence questionnaires with recycled content. We do it in minutes using AI. Clients include Bridgewater, Coatue, Onex, Urban Partners, Yarra Capital, Axonic, NIAM, Raith Capital, Intl Farming, Hillsdale, White Oak, etc. |
| Website | https://tokenowl.ai | https://www.governgpt.com/ |
| Positives |
"Clean UI and powerful features. Exactly what we needed."
Miss Meaghan Yost I - 5/5
|
"Well-designed interface and powerful features."
Dedrick Ferry - 5/5
|
| Negatives |
"Had to switch to a different solution after trying this."
Natalia Kuvalis - 1/5
|
"Customer support was slow to respond to our issues."
Prof. Keith McLaughlin - 1/5
|
| Details | View Full Review → | View Full Review → |
| Feature |
T
|
S
|
|---|---|---|
| Rating |
4.1
|
3.9
|
| Reviews | 8 | 14 |
| Description |
TokenOwl aggregates financial accounts in one place with trustless AI. It lets highly active traders calculate taxes with greater accuracy and generate AI powered insights about their portfolio. Users can execute trades with prompts, build custom dashboards, and query their logs in natural language. |
Sphinx automates the manual work of compliance analysts. Our AI agents make AML decisions, helping banks and fintech eliminate onboarding bottlenecks. |
| Website | https://tokenowl.ai | https://sphinxhq.com/ |
| Positives |
"Clean UI and powerful features. Exactly what we needed."
Miss Meaghan Yost I - 5/5
|
"Really impressed with the features and ease of use."
Arch Schaden - 5/5
|
| Negatives |
"Had to switch to a different solution after trying this."
Natalia Kuvalis - 1/5
|
"Integration was difficult and documentation was unclear."
Dr. Eddie Heathcote - 1/5
|
| Details | View Full Review → | View Full Review → |
| Feature |
T
|
|
|---|---|---|
| Rating |
4.1
|
3.9
|
| Reviews | 8 | 11 |
| Description |
TokenOwl aggregates financial accounts in one place with trustless AI. It lets highly active traders calculate taxes with greater accuracy and generate AI powered insights about their portfolio. Users can execute trades with prompts, build custom dashboards, and query their logs in natural language. |
Greenboard is building a singular, AI-powered platform to handle management of the entirety of financial firms’ compliance programs, and eventually all back office processes. Today, financial institutions use Greenboard to detect risk using AI and to rip out and replace the bad legacy back office tooling they have wanted to get rid of for years. Greenboard's mission is to enable financial institutions to operate their back office teams at a higher standard, with half of the headcount. We’re starting with compliance |
| Website | https://tokenowl.ai | https://www.greenboard.com |
| Positives |
"Clean UI and powerful features. Exactly what we needed."
Miss Meaghan Yost I - 5/5
|
"Solid platform that delivers on its promises."
Dr. Yvonne Huels - 5/5
|
| Negatives |
"Had to switch to a different solution after trying this."
Natalia Kuvalis - 1/5
|
"Missing important features we need for our workflow."
Destiny Powlowski - 1/5
|
| Details | View Full Review → | View Full Review → |
| Feature |
T
|
T
|
|---|---|---|
| Rating |
4.1
|
3.9
|
| Reviews | 8 | 9 |
| Description |
TokenOwl aggregates financial accounts in one place with trustless AI. It lets highly active traders calculate taxes with greater accuracy and generate AI powered insights about their portfolio. Users can execute trades with prompts, build custom dashboards, and query their logs in natural language. |
Tower accelerates transactional due diligence via an AI-powered, centralized diligence platform. By consolidating disparate diligence workflows, Tower helps lawyers stay organized, spot issues earlier, and close deals faster. |
| Website | https://tokenowl.ai | https://withtower.com |
| Positives |
"Clean UI and powerful features. Exactly what we needed."
Miss Meaghan Yost I - 5/5
|
"Switched from our old tool and never looked back."
Finn Kunze - 5/5
|
| Negatives |
"Had to switch to a different solution after trying this."
Natalia Kuvalis - 1/5
|
"Integration was difficult and documentation was unclear."
Lempi Tromp - 1/5
|
| Details | View Full Review → | View Full Review → |
| Feature |
T
|
L
|
|---|---|---|
| Rating |
4.1
|
3.9
|
| Reviews | 8 | 7 |
| Description |
TokenOwl aggregates financial accounts in one place with trustless AI. It lets highly active traders calculate taxes with greater accuracy and generate AI powered insights about their portfolio. Users can execute trades with prompts, build custom dashboards, and query their logs in natural language. |
We’re building the first AI-Native Compliance Firm for RIAs, wealth advisors, and fintechs. We're doing this by blending AI workflows with veteran ex-regulators so we can keep firms SEC/FINRA-ready in minutes, not days. |
| Website | https://tokenowl.ai | https://luthor.ai |
| Positives |
"Clean UI and powerful features. Exactly what we needed."
Miss Meaghan Yost I - 5/5
|
"Switched from our old tool and never looked back."
Mrs. Susanna Bashirian - 5/5
|
| Negatives |
"Had to switch to a different solution after trying this."
Natalia Kuvalis - 1/5
|
"Customer support was slow to respond to our issues."
Dr. Rhea Weber IV - 1/5
|
| Details | View Full Review → | View Full Review → |
| Feature |
T
|
|
|---|---|---|
| Rating |
4.1
|
3.8
|
| Reviews | 8 | 12 |
| Description |
TokenOwl aggregates financial accounts in one place with trustless AI. It lets highly active traders calculate taxes with greater accuracy and generate AI powered insights about their portfolio. Users can execute trades with prompts, build custom dashboards, and query their logs in natural language. |
The world’s most important organizations deserve the world’s best financial infrastructure. We’re here to make sure they do. At Givefront, we've built a modern financial management platform designed specifically for nonprofits. With real-time budgeting, built-in compliance, and easy integrations, we replace the spreadsheets and guesswork with smart, automated systems. By transforming financial operations from reactive to real-time, Givefront empowers nonprofits to control every dollar, protect every grant, and move their missions forward faster, with greater efficiency, transparency, and trust. |
| Website | https://tokenowl.ai | https://givefront.com |
| Positives |
"Clean UI and powerful features. Exactly what we needed."
Miss Meaghan Yost I - 5/5
|
"Really impressed with the features and ease of use."
Lazaro Yost - 5/5
|
| Negatives |
"Had to switch to a different solution after trying this."
Natalia Kuvalis - 1/5
|
"Overpriced for what you get. Better alternatives exist."
Fae Ullrich Jr. - 1/5
|
| Details | View Full Review → | View Full Review → |
| Feature |
T
|
D
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|---|---|---|
| Rating |
4.1
|
3.8
|
| Reviews | 8 | 10 |
| Description |
TokenOwl aggregates financial accounts in one place with trustless AI. It lets highly active traders calculate taxes with greater accuracy and generate AI powered insights about their portfolio. Users can execute trades with prompts, build custom dashboards, and query their logs in natural language. |
Dimely builds AI agents for B2B SaaS finance teams. Our agents automate and bring visibility to time-consuming and error-prone finance workflows so teams can stay lean and audit-ready. We do this by completing, logging, and reconciling the data work, including converting contracts to invoices, calculating overages, reconciling payments, and streamlining revenue recognition. We pride ourselves in our fast time to value. Dimely seamlessly slots into your existing workflows without requiring a rip and replace, meaning you'll immediately see results from Day 1. Stop spending hours on billing today! |
| Website | https://tokenowl.ai | https://dimely.com/ |
| Positives |
"Clean UI and powerful features. Exactly what we needed."
Miss Meaghan Yost I - 5/5
|
"Easy to set up and get started. Very intuitive."
Scotty Aufderhar - 5/5
|
| Negatives |
"Had to switch to a different solution after trying this."
Natalia Kuvalis - 1/5
|
"Had to switch to a different solution after trying this."
Kay Stracke - 1/5
|
| Details | View Full Review → | View Full Review → |
| Feature |
T
|
|
|---|---|---|
| Rating |
4.1
|
3.8
|
| Reviews | 8 | 5 |
| Description |
TokenOwl aggregates financial accounts in one place with trustless AI. It lets highly active traders calculate taxes with greater accuracy and generate AI powered insights about their portfolio. Users can execute trades with prompts, build custom dashboards, and query their logs in natural language. |
Centauri AI is a modern ETL and Data Science platform for banks and investment firms, starting with Structured Finance. Financial firms heavily rely on Excel, PDF, and PPT files to exchange complex asset details, leading analysts to spend hours crunching the files and extracting insights. Moreover, these data files and reports cannot be easily reused due to poor data infrastructure. Powered by AI, our product cuts hours of data wrangling work down to minutes and makes it possible to query past data easily. This helps firms evaluate assets faster and win more deals. Since launching last month, we've started a pilot with a brokerage team at a public investment bank that now uses our product daily. Aiming to serve over 100,000 investment teams needing complex data analysis for alternative investments, this opens up a potential $5 billion market. |
| Website | https://tokenowl.ai | https://centauri-ai.tech |
| Positives |
"Clean UI and powerful features. Exactly what we needed."
Miss Meaghan Yost I - 5/5
|
"Easy to set up and get started. Very intuitive."
Alden Beahan - 5/5
|
| Negatives |
"Had to switch to a different solution after trying this."
Natalia Kuvalis - 1/5
|
"Too complex for our needs. Not user-friendly."
Mr. Ezra Little - 1/5
|
| Details | View Full Review → | View Full Review → |
| Feature |
T
|
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|---|---|---|
| Rating |
4.1
|
3.5
|
| Reviews | 8 | 4 |
| Description |
TokenOwl aggregates financial accounts in one place with trustless AI. It lets highly active traders calculate taxes with greater accuracy and generate AI powered insights about their portfolio. Users can execute trades with prompts, build custom dashboards, and query their logs in natural language. |
Intercept lets CPG brands challenge incorrect charges from retail chains. It ingests all of a brand’s fees across their retailer portals and emails, flags the fees that can be disputed, and automates away the mundane tasks involved in fee disputes. What previously took a team of people is now manageable by a single person. |
| Website | https://tokenowl.ai | https://tryintercept.com/ |
| Positives |
"Clean UI and powerful features. Exactly what we needed."
Miss Meaghan Yost I - 5/5
|
"Fast, reliable, and constantly improving. Great product!"
Nicolas Effertz - 5/5
|
| Negatives |
"Had to switch to a different solution after trying this."
Natalia Kuvalis - 1/5
|
"The interface is confusing and needs improvement."
Carrie Lebsack - 2/5
|
| Details | View Full Review → | View Full Review → |
| Feature |
T
|
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|---|---|---|
| Rating |
4.1
|
3.4
|
| Reviews | 8 | 5 |
| Description |
TokenOwl aggregates financial accounts in one place with trustless AI. It lets highly active traders calculate taxes with greater accuracy and generate AI powered insights about their portfolio. Users can execute trades with prompts, build custom dashboards, and query their logs in natural language. |
Revi helps Investment Banks, PE firms, and Corporate Development teams source new deals. We do this by using agentic workflows to replicate their end-to-end deal origination process, entirely removing the trade-off between precision and scalability. We released the first version of Revi in September 2023 and now have companies like KPMG and platforms backed by KKR and Nordic Capital using our product. |
| Website | https://tokenowl.ai | https://www.revi.ai/ |
| Positives |
"Clean UI and powerful features. Exactly what we needed."
Miss Meaghan Yost I - 5/5
|
"Great tool! Exactly what we needed for our workflow."
Katharina Zemlak - 5/5
|
| Negatives |
"Had to switch to a different solution after trying this."
Natalia Kuvalis - 1/5
|
"Had to switch to a different solution after trying this."
Tanya Kertzmann - 2/5
|
| Details | View Full Review → | View Full Review → |
| Feature |
T
|
|
|---|---|---|
| Rating |
4.1
|
3.2
|
| Reviews | 8 | 5 |
| Description |
TokenOwl aggregates financial accounts in one place with trustless AI. It lets highly active traders calculate taxes with greater accuracy and generate AI powered insights about their portfolio. Users can execute trades with prompts, build custom dashboards, and query their logs in natural language. |
Fintechs, banks, and other institutions managing financial services face constant pressure to reduce costs, enhance customer experience, and ensure regulatory compliance. PathPilot provides the speed of pre-built AI agents combined with the flexibility of full customization. This enables internal teams to remain in full control, designing, deploying, and governing AI solutions independently, without reliance on external vendors. |
| Website | https://tokenowl.ai | https://www.getpathpilot.com/ |
| Positives |
"Clean UI and powerful features. Exactly what we needed."
Miss Meaghan Yost I - 5/5
|
"Great price point for the features offered."
Camylle Zieme - 5/5
|
| Negatives |
"Had to switch to a different solution after trying this."
Natalia Kuvalis - 1/5
|
"Had to switch to a different solution after trying this."
Miss Chanel Dickens - 1/5
|
| Details | View Full Review → | View Full Review → |
| Feature |
T
|
|
|---|---|---|
| Rating |
4.1
|
3.2
|
| Reviews | 8 | 5 |
| Description |
TokenOwl aggregates financial accounts in one place with trustless AI. It lets highly active traders calculate taxes with greater accuracy and generate AI powered insights about their portfolio. Users can execute trades with prompts, build custom dashboards, and query their logs in natural language. |
Historically, quantitative models are domain specific. Brilliant people spend their best years testing features, tuning hyperparameters, and iterating architectures within a narrow domain. But scale is the panacea: large models will find patterns people, and specialized models, could not. Forecasting generalizes. Zoa trains cross-domain event forecasting engines. *Automating Iteration* LLMs, embedded in multi-agent optimization loops and evaluated against fixed policies, can automate the build-test-improve modeling cycle. Think AlphaEvolve for forecasting problems. *Sample-Efficient General Models* Today’s forecasting models are narrowly crafted with deep human priors. But larger models will outperform state-of-the-art specialized models. Unlike existing event models, our models leverage data from across contexts and rely less on human intuition. And compared to LLMs, our models are built with more inductive priors and rely more heavily on inference-time compute, improving sample efficiency. *Why It Matters* In the real economy, our models could be useful for forecasting supply chain volatility, energy supply and demand, even earthquake risk. Science is, Ian Hacking writes, the taming of chance. It is the process of iteratively updating priors (something like: identify uncertainty, conceive experiment to reduce uncertainty, execute, update). If science is uncertainty-reduction, forecasting is a critical measure of progress. Better forecasting improves our ability to select interesting experiments (roughly those with greatest expected uncertainty reduction) and update priors. Our models will be used by labs and academics in data-heavy domains. Sam's ex-girlfriend introduced him to Greg back at Carnegie Mellon in 2017, and while that relationship didn't last, their friendship has. After college, Greg went to Harvard Law School, while Sam worked for three years at Jane Street on their Options desk, building & leading a satellite dev team. |
| Website | https://tokenowl.ai | https://zoaresearch.com |
| Positives |
"Clean UI and powerful features. Exactly what we needed."
Miss Meaghan Yost I - 5/5
|
"Excellent customer support and reliable service."
Wilson Fahey - 5/5
|
| Negatives |
"Had to switch to a different solution after trying this."
Natalia Kuvalis - 1/5
|
"The interface is confusing and needs improvement."
Jerod Williamson - 1/5
|
| Details | View Full Review → | View Full Review → |
| Feature |
R
|
|
|---|---|---|
| Rating |
4.1
|
4.0
|
| Reviews | 12 | 10 |
| Description |
Remo is building AI copilots for onboarding and compliance teams at financial institutions. We automate highly manual processes like KYB, AML, and Ongoing Monitoring. |
For money managers to raise their next billion, they dedicate entire teams to spend days filling diligence questionnaires with recycled content. We do it in minutes using AI. Clients include Bridgewater, Coatue, Onex, Urban Partners, Yarra Capital, Axonic, NIAM, Raith Capital, Intl Farming, Hillsdale, White Oak, etc. |
| Website | https://getremo.ai | https://www.governgpt.com/ |
| Positives |
"Well-designed interface and powerful features."
Mrs. Simone Hills - 5/5
|
"Well-designed interface and powerful features."
Dedrick Ferry - 5/5
|
| Negatives |
"Not quite what we expected. Lacking some key features."
Tabitha Bergnaum - 2/5
|
"Customer support was slow to respond to our issues."
Prof. Keith McLaughlin - 1/5
|
| Details | View Full Review → | View Full Review → |
| Feature |
R
|
S
|
|---|---|---|
| Rating |
4.1
|
3.9
|
| Reviews | 12 | 14 |
| Description |
Remo is building AI copilots for onboarding and compliance teams at financial institutions. We automate highly manual processes like KYB, AML, and Ongoing Monitoring. |
Sphinx automates the manual work of compliance analysts. Our AI agents make AML decisions, helping banks and fintech eliminate onboarding bottlenecks. |
| Website | https://getremo.ai | https://sphinxhq.com/ |
| Positives |
"Well-designed interface and powerful features."
Mrs. Simone Hills - 5/5
|
"Really impressed with the features and ease of use."
Arch Schaden - 5/5
|
| Negatives |
"Not quite what we expected. Lacking some key features."
Tabitha Bergnaum - 2/5
|
"Integration was difficult and documentation was unclear."
Dr. Eddie Heathcote - 1/5
|
| Details | View Full Review → | View Full Review → |
Remo vs Greenboard
| Feature |
R
|
|
|---|---|---|
| Rating |
4.1
|
3.9
|
| Reviews | 12 | 11 |
| Description |
Remo is building AI copilots for onboarding and compliance teams at financial institutions. We automate highly manual processes like KYB, AML, and Ongoing Monitoring. |
Greenboard is building a singular, AI-powered platform to handle management of the entirety of financial firms’ compliance programs, and eventually all back office processes. Today, financial institutions use Greenboard to detect risk using AI and to rip out and replace the bad legacy back office tooling they have wanted to get rid of for years. Greenboard's mission is to enable financial institutions to operate their back office teams at a higher standard, with half of the headcount. We’re starting with compliance |
| Website | https://getremo.ai | https://www.greenboard.com |
| Positives |
"Well-designed interface and powerful features."
Mrs. Simone Hills - 5/5
|
"Solid platform that delivers on its promises."
Dr. Yvonne Huels - 5/5
|
| Negatives |
"Not quite what we expected. Lacking some key features."
Tabitha Bergnaum - 2/5
|
"Missing important features we need for our workflow."
Destiny Powlowski - 1/5
|
| Details | View Full Review → | View Full Review → |
| Feature |
R
|
T
|
|---|---|---|
| Rating |
4.1
|
3.9
|
| Reviews | 12 | 9 |
| Description |
Remo is building AI copilots for onboarding and compliance teams at financial institutions. We automate highly manual processes like KYB, AML, and Ongoing Monitoring. |
Tower accelerates transactional due diligence via an AI-powered, centralized diligence platform. By consolidating disparate diligence workflows, Tower helps lawyers stay organized, spot issues earlier, and close deals faster. |
| Website | https://getremo.ai | https://withtower.com |
| Positives |
"Well-designed interface and powerful features."
Mrs. Simone Hills - 5/5
|
"Switched from our old tool and never looked back."
Finn Kunze - 5/5
|
| Negatives |
"Not quite what we expected. Lacking some key features."
Tabitha Bergnaum - 2/5
|
"Integration was difficult and documentation was unclear."
Lempi Tromp - 1/5
|
| Details | View Full Review → | View Full Review → |
| Feature |
R
|
L
|
|---|---|---|
| Rating |
4.1
|
3.9
|
| Reviews | 12 | 7 |
| Description |
Remo is building AI copilots for onboarding and compliance teams at financial institutions. We automate highly manual processes like KYB, AML, and Ongoing Monitoring. |
We’re building the first AI-Native Compliance Firm for RIAs, wealth advisors, and fintechs. We're doing this by blending AI workflows with veteran ex-regulators so we can keep firms SEC/FINRA-ready in minutes, not days. |
| Website | https://getremo.ai | https://luthor.ai |
| Positives |
"Well-designed interface and powerful features."
Mrs. Simone Hills - 5/5
|
"Switched from our old tool and never looked back."
Mrs. Susanna Bashirian - 5/5
|
| Negatives |
"Not quite what we expected. Lacking some key features."
Tabitha Bergnaum - 2/5
|
"Customer support was slow to respond to our issues."
Dr. Rhea Weber IV - 1/5
|
| Details | View Full Review → | View Full Review → |
| Feature |
R
|
|
|---|---|---|
| Rating |
4.1
|
3.8
|
| Reviews | 12 | 12 |
| Description |
Remo is building AI copilots for onboarding and compliance teams at financial institutions. We automate highly manual processes like KYB, AML, and Ongoing Monitoring. |
The world’s most important organizations deserve the world’s best financial infrastructure. We’re here to make sure they do. At Givefront, we've built a modern financial management platform designed specifically for nonprofits. With real-time budgeting, built-in compliance, and easy integrations, we replace the spreadsheets and guesswork with smart, automated systems. By transforming financial operations from reactive to real-time, Givefront empowers nonprofits to control every dollar, protect every grant, and move their missions forward faster, with greater efficiency, transparency, and trust. |
| Website | https://getremo.ai | https://givefront.com |
| Positives |
"Well-designed interface and powerful features."
Mrs. Simone Hills - 5/5
|
"Really impressed with the features and ease of use."
Lazaro Yost - 5/5
|
| Negatives |
"Not quite what we expected. Lacking some key features."
Tabitha Bergnaum - 2/5
|
"Overpriced for what you get. Better alternatives exist."
Fae Ullrich Jr. - 1/5
|
| Details | View Full Review → | View Full Review → |
| Feature |
R
|
D
|
|---|---|---|
| Rating |
4.1
|
3.8
|
| Reviews | 12 | 10 |
| Description |
Remo is building AI copilots for onboarding and compliance teams at financial institutions. We automate highly manual processes like KYB, AML, and Ongoing Monitoring. |
Dimely builds AI agents for B2B SaaS finance teams. Our agents automate and bring visibility to time-consuming and error-prone finance workflows so teams can stay lean and audit-ready. We do this by completing, logging, and reconciling the data work, including converting contracts to invoices, calculating overages, reconciling payments, and streamlining revenue recognition. We pride ourselves in our fast time to value. Dimely seamlessly slots into your existing workflows without requiring a rip and replace, meaning you'll immediately see results from Day 1. Stop spending hours on billing today! |
| Website | https://getremo.ai | https://dimely.com/ |
| Positives |
"Well-designed interface and powerful features."
Mrs. Simone Hills - 5/5
|
"Easy to set up and get started. Very intuitive."
Scotty Aufderhar - 5/5
|
| Negatives |
"Not quite what we expected. Lacking some key features."
Tabitha Bergnaum - 2/5
|
"Had to switch to a different solution after trying this."
Kay Stracke - 1/5
|
| Details | View Full Review → | View Full Review → |
Remo vs Centauri AI
| Feature |
R
|
|
|---|---|---|
| Rating |
4.1
|
3.8
|
| Reviews | 12 | 5 |
| Description |
Remo is building AI copilots for onboarding and compliance teams at financial institutions. We automate highly manual processes like KYB, AML, and Ongoing Monitoring. |
Centauri AI is a modern ETL and Data Science platform for banks and investment firms, starting with Structured Finance. Financial firms heavily rely on Excel, PDF, and PPT files to exchange complex asset details, leading analysts to spend hours crunching the files and extracting insights. Moreover, these data files and reports cannot be easily reused due to poor data infrastructure. Powered by AI, our product cuts hours of data wrangling work down to minutes and makes it possible to query past data easily. This helps firms evaluate assets faster and win more deals. Since launching last month, we've started a pilot with a brokerage team at a public investment bank that now uses our product daily. Aiming to serve over 100,000 investment teams needing complex data analysis for alternative investments, this opens up a potential $5 billion market. |
| Website | https://getremo.ai | https://centauri-ai.tech |
| Positives |
"Well-designed interface and powerful features."
Mrs. Simone Hills - 5/5
|
"Easy to set up and get started. Very intuitive."
Alden Beahan - 5/5
|
| Negatives |
"Not quite what we expected. Lacking some key features."
Tabitha Bergnaum - 2/5
|
"Too complex for our needs. Not user-friendly."
Mr. Ezra Little - 1/5
|
| Details | View Full Review → | View Full Review → |
| Feature |
R
|
|
|---|---|---|
| Rating |
4.1
|
3.5
|
| Reviews | 12 | 4 |
| Description |
Remo is building AI copilots for onboarding and compliance teams at financial institutions. We automate highly manual processes like KYB, AML, and Ongoing Monitoring. |
Intercept lets CPG brands challenge incorrect charges from retail chains. It ingests all of a brand’s fees across their retailer portals and emails, flags the fees that can be disputed, and automates away the mundane tasks involved in fee disputes. What previously took a team of people is now manageable by a single person. |
| Website | https://getremo.ai | https://tryintercept.com/ |
| Positives |
"Well-designed interface and powerful features."
Mrs. Simone Hills - 5/5
|
"Fast, reliable, and constantly improving. Great product!"
Nicolas Effertz - 5/5
|
| Negatives |
"Not quite what we expected. Lacking some key features."
Tabitha Bergnaum - 2/5
|
"The interface is confusing and needs improvement."
Carrie Lebsack - 2/5
|
| Details | View Full Review → | View Full Review → |
| Feature |
R
|
|
|---|---|---|
| Rating |
4.1
|
3.4
|
| Reviews | 12 | 5 |
| Description |
Remo is building AI copilots for onboarding and compliance teams at financial institutions. We automate highly manual processes like KYB, AML, and Ongoing Monitoring. |
Revi helps Investment Banks, PE firms, and Corporate Development teams source new deals. We do this by using agentic workflows to replicate their end-to-end deal origination process, entirely removing the trade-off between precision and scalability. We released the first version of Revi in September 2023 and now have companies like KPMG and platforms backed by KKR and Nordic Capital using our product. |
| Website | https://getremo.ai | https://www.revi.ai/ |
| Positives |
"Well-designed interface and powerful features."
Mrs. Simone Hills - 5/5
|
"Great tool! Exactly what we needed for our workflow."
Katharina Zemlak - 5/5
|
| Negatives |
"Not quite what we expected. Lacking some key features."
Tabitha Bergnaum - 2/5
|
"Had to switch to a different solution after trying this."
Tanya Kertzmann - 2/5
|
| Details | View Full Review → | View Full Review → |
| Feature |
R
|
|
|---|---|---|
| Rating |
4.1
|
3.2
|
| Reviews | 12 | 5 |
| Description |
Remo is building AI copilots for onboarding and compliance teams at financial institutions. We automate highly manual processes like KYB, AML, and Ongoing Monitoring. |
Fintechs, banks, and other institutions managing financial services face constant pressure to reduce costs, enhance customer experience, and ensure regulatory compliance. PathPilot provides the speed of pre-built AI agents combined with the flexibility of full customization. This enables internal teams to remain in full control, designing, deploying, and governing AI solutions independently, without reliance on external vendors. |
| Website | https://getremo.ai | https://www.getpathpilot.com/ |
| Positives |
"Well-designed interface and powerful features."
Mrs. Simone Hills - 5/5
|
"Great price point for the features offered."
Camylle Zieme - 5/5
|
| Negatives |
"Not quite what we expected. Lacking some key features."
Tabitha Bergnaum - 2/5
|
"Had to switch to a different solution after trying this."
Miss Chanel Dickens - 1/5
|
| Details | View Full Review → | View Full Review → |
Remo vs Zoa Research
| Feature |
R
|
|
|---|---|---|
| Rating |
4.1
|
3.2
|
| Reviews | 12 | 5 |
| Description |
Remo is building AI copilots for onboarding and compliance teams at financial institutions. We automate highly manual processes like KYB, AML, and Ongoing Monitoring. |
Historically, quantitative models are domain specific. Brilliant people spend their best years testing features, tuning hyperparameters, and iterating architectures within a narrow domain. But scale is the panacea: large models will find patterns people, and specialized models, could not. Forecasting generalizes. Zoa trains cross-domain event forecasting engines. *Automating Iteration* LLMs, embedded in multi-agent optimization loops and evaluated against fixed policies, can automate the build-test-improve modeling cycle. Think AlphaEvolve for forecasting problems. *Sample-Efficient General Models* Today’s forecasting models are narrowly crafted with deep human priors. But larger models will outperform state-of-the-art specialized models. Unlike existing event models, our models leverage data from across contexts and rely less on human intuition. And compared to LLMs, our models are built with more inductive priors and rely more heavily on inference-time compute, improving sample efficiency. *Why It Matters* In the real economy, our models could be useful for forecasting supply chain volatility, energy supply and demand, even earthquake risk. Science is, Ian Hacking writes, the taming of chance. It is the process of iteratively updating priors (something like: identify uncertainty, conceive experiment to reduce uncertainty, execute, update). If science is uncertainty-reduction, forecasting is a critical measure of progress. Better forecasting improves our ability to select interesting experiments (roughly those with greatest expected uncertainty reduction) and update priors. Our models will be used by labs and academics in data-heavy domains. Sam's ex-girlfriend introduced him to Greg back at Carnegie Mellon in 2017, and while that relationship didn't last, their friendship has. After college, Greg went to Harvard Law School, while Sam worked for three years at Jane Street on their Options desk, building & leading a satellite dev team. |
| Website | https://getremo.ai | https://zoaresearch.com |
| Positives |
"Well-designed interface and powerful features."
Mrs. Simone Hills - 5/5
|
"Excellent customer support and reliable service."
Wilson Fahey - 5/5
|
| Negatives |
"Not quite what we expected. Lacking some key features."
Tabitha Bergnaum - 2/5
|
"The interface is confusing and needs improvement."
Jerod Williamson - 1/5
|
| Details | View Full Review → | View Full Review → |
| Feature |
S
|
|
|---|---|---|
| Rating |
4.0
|
3.9
|
| Reviews | 10 | 14 |
| Description |
For money managers to raise their next billion, they dedicate entire teams to spend days filling diligence questionnaires with recycled content. We do it in minutes using AI. Clients include Bridgewater, Coatue, Onex, Urban Partners, Yarra Capital, Axonic, NIAM, Raith Capital, Intl Farming, Hillsdale, White Oak, etc. |
Sphinx automates the manual work of compliance analysts. Our AI agents make AML decisions, helping banks and fintech eliminate onboarding bottlenecks. |
| Website | https://www.governgpt.com/ | https://sphinxhq.com/ |
| Positives |
"Well-designed interface and powerful features."
Dedrick Ferry - 5/5
|
"Really impressed with the features and ease of use."
Arch Schaden - 5/5
|
| Negatives |
"Customer support was slow to respond to our issues."
Prof. Keith McLaughlin - 1/5
|
"Integration was difficult and documentation was unclear."
Dr. Eddie Heathcote - 1/5
|
| Details | View Full Review → | View Full Review → |
| Feature | ||
|---|---|---|
| Rating |
4.0
|
3.9
|
| Reviews | 10 | 11 |
| Description |
For money managers to raise their next billion, they dedicate entire teams to spend days filling diligence questionnaires with recycled content. We do it in minutes using AI. Clients include Bridgewater, Coatue, Onex, Urban Partners, Yarra Capital, Axonic, NIAM, Raith Capital, Intl Farming, Hillsdale, White Oak, etc. |
Greenboard is building a singular, AI-powered platform to handle management of the entirety of financial firms’ compliance programs, and eventually all back office processes. Today, financial institutions use Greenboard to detect risk using AI and to rip out and replace the bad legacy back office tooling they have wanted to get rid of for years. Greenboard's mission is to enable financial institutions to operate their back office teams at a higher standard, with half of the headcount. We’re starting with compliance |
| Website | https://www.governgpt.com/ | https://www.greenboard.com |
| Positives |
"Well-designed interface and powerful features."
Dedrick Ferry - 5/5
|
"Solid platform that delivers on its promises."
Dr. Yvonne Huels - 5/5
|
| Negatives |
"Customer support was slow to respond to our issues."
Prof. Keith McLaughlin - 1/5
|
"Missing important features we need for our workflow."
Destiny Powlowski - 1/5
|
| Details | View Full Review → | View Full Review → |
| Feature |
T
|
|
|---|---|---|
| Rating |
4.0
|
3.9
|
| Reviews | 10 | 9 |
| Description |
For money managers to raise their next billion, they dedicate entire teams to spend days filling diligence questionnaires with recycled content. We do it in minutes using AI. Clients include Bridgewater, Coatue, Onex, Urban Partners, Yarra Capital, Axonic, NIAM, Raith Capital, Intl Farming, Hillsdale, White Oak, etc. |
Tower accelerates transactional due diligence via an AI-powered, centralized diligence platform. By consolidating disparate diligence workflows, Tower helps lawyers stay organized, spot issues earlier, and close deals faster. |
| Website | https://www.governgpt.com/ | https://withtower.com |
| Positives |
"Well-designed interface and powerful features."
Dedrick Ferry - 5/5
|
"Switched from our old tool and never looked back."
Finn Kunze - 5/5
|
| Negatives |
"Customer support was slow to respond to our issues."
Prof. Keith McLaughlin - 1/5
|
"Integration was difficult and documentation was unclear."
Lempi Tromp - 1/5
|
| Details | View Full Review → | View Full Review → |
| Feature |
L
|
|
|---|---|---|
| Rating |
4.0
|
3.9
|
| Reviews | 10 | 7 |
| Description |
For money managers to raise their next billion, they dedicate entire teams to spend days filling diligence questionnaires with recycled content. We do it in minutes using AI. Clients include Bridgewater, Coatue, Onex, Urban Partners, Yarra Capital, Axonic, NIAM, Raith Capital, Intl Farming, Hillsdale, White Oak, etc. |
We’re building the first AI-Native Compliance Firm for RIAs, wealth advisors, and fintechs. We're doing this by blending AI workflows with veteran ex-regulators so we can keep firms SEC/FINRA-ready in minutes, not days. |
| Website | https://www.governgpt.com/ | https://luthor.ai |
| Positives |
"Well-designed interface and powerful features."
Dedrick Ferry - 5/5
|
"Switched from our old tool and never looked back."
Mrs. Susanna Bashirian - 5/5
|
| Negatives |
"Customer support was slow to respond to our issues."
Prof. Keith McLaughlin - 1/5
|
"Customer support was slow to respond to our issues."
Dr. Rhea Weber IV - 1/5
|
| Details | View Full Review → | View Full Review → |
| Feature | ||
|---|---|---|
| Rating |
4.0
|
3.8
|
| Reviews | 10 | 12 |
| Description |
For money managers to raise their next billion, they dedicate entire teams to spend days filling diligence questionnaires with recycled content. We do it in minutes using AI. Clients include Bridgewater, Coatue, Onex, Urban Partners, Yarra Capital, Axonic, NIAM, Raith Capital, Intl Farming, Hillsdale, White Oak, etc. |
The world’s most important organizations deserve the world’s best financial infrastructure. We’re here to make sure they do. At Givefront, we've built a modern financial management platform designed specifically for nonprofits. With real-time budgeting, built-in compliance, and easy integrations, we replace the spreadsheets and guesswork with smart, automated systems. By transforming financial operations from reactive to real-time, Givefront empowers nonprofits to control every dollar, protect every grant, and move their missions forward faster, with greater efficiency, transparency, and trust. |
| Website | https://www.governgpt.com/ | https://givefront.com |
| Positives |
"Well-designed interface and powerful features."
Dedrick Ferry - 5/5
|
"Really impressed with the features and ease of use."
Lazaro Yost - 5/5
|
| Negatives |
"Customer support was slow to respond to our issues."
Prof. Keith McLaughlin - 1/5
|
"Overpriced for what you get. Better alternatives exist."
Fae Ullrich Jr. - 1/5
|
| Details | View Full Review → | View Full Review → |
| Feature |
D
|
|
|---|---|---|
| Rating |
4.0
|
3.8
|
| Reviews | 10 | 10 |
| Description |
For money managers to raise their next billion, they dedicate entire teams to spend days filling diligence questionnaires with recycled content. We do it in minutes using AI. Clients include Bridgewater, Coatue, Onex, Urban Partners, Yarra Capital, Axonic, NIAM, Raith Capital, Intl Farming, Hillsdale, White Oak, etc. |
Dimely builds AI agents for B2B SaaS finance teams. Our agents automate and bring visibility to time-consuming and error-prone finance workflows so teams can stay lean and audit-ready. We do this by completing, logging, and reconciling the data work, including converting contracts to invoices, calculating overages, reconciling payments, and streamlining revenue recognition. We pride ourselves in our fast time to value. Dimely seamlessly slots into your existing workflows without requiring a rip and replace, meaning you'll immediately see results from Day 1. Stop spending hours on billing today! |
| Website | https://www.governgpt.com/ | https://dimely.com/ |
| Positives |
"Well-designed interface and powerful features."
Dedrick Ferry - 5/5
|
"Easy to set up and get started. Very intuitive."
Scotty Aufderhar - 5/5
|
| Negatives |
"Customer support was slow to respond to our issues."
Prof. Keith McLaughlin - 1/5
|
"Had to switch to a different solution after trying this."
Kay Stracke - 1/5
|
| Details | View Full Review → | View Full Review → |
| Feature | ||
|---|---|---|
| Rating |
4.0
|
3.8
|
| Reviews | 10 | 5 |
| Description |
For money managers to raise their next billion, they dedicate entire teams to spend days filling diligence questionnaires with recycled content. We do it in minutes using AI. Clients include Bridgewater, Coatue, Onex, Urban Partners, Yarra Capital, Axonic, NIAM, Raith Capital, Intl Farming, Hillsdale, White Oak, etc. |
Centauri AI is a modern ETL and Data Science platform for banks and investment firms, starting with Structured Finance. Financial firms heavily rely on Excel, PDF, and PPT files to exchange complex asset details, leading analysts to spend hours crunching the files and extracting insights. Moreover, these data files and reports cannot be easily reused due to poor data infrastructure. Powered by AI, our product cuts hours of data wrangling work down to minutes and makes it possible to query past data easily. This helps firms evaluate assets faster and win more deals. Since launching last month, we've started a pilot with a brokerage team at a public investment bank that now uses our product daily. Aiming to serve over 100,000 investment teams needing complex data analysis for alternative investments, this opens up a potential $5 billion market. |
| Website | https://www.governgpt.com/ | https://centauri-ai.tech |
| Positives |
"Well-designed interface and powerful features."
Dedrick Ferry - 5/5
|
"Easy to set up and get started. Very intuitive."
Alden Beahan - 5/5
|
| Negatives |
"Customer support was slow to respond to our issues."
Prof. Keith McLaughlin - 1/5
|
"Too complex for our needs. Not user-friendly."
Mr. Ezra Little - 1/5
|
| Details | View Full Review → | View Full Review → |
| Feature | ||
|---|---|---|
| Rating |
4.0
|
3.5
|
| Reviews | 10 | 4 |
| Description |
For money managers to raise their next billion, they dedicate entire teams to spend days filling diligence questionnaires with recycled content. We do it in minutes using AI. Clients include Bridgewater, Coatue, Onex, Urban Partners, Yarra Capital, Axonic, NIAM, Raith Capital, Intl Farming, Hillsdale, White Oak, etc. |
Intercept lets CPG brands challenge incorrect charges from retail chains. It ingests all of a brand’s fees across their retailer portals and emails, flags the fees that can be disputed, and automates away the mundane tasks involved in fee disputes. What previously took a team of people is now manageable by a single person. |
| Website | https://www.governgpt.com/ | https://tryintercept.com/ |
| Positives |
"Well-designed interface and powerful features."
Dedrick Ferry - 5/5
|
"Fast, reliable, and constantly improving. Great product!"
Nicolas Effertz - 5/5
|
| Negatives |
"Customer support was slow to respond to our issues."
Prof. Keith McLaughlin - 1/5
|
"The interface is confusing and needs improvement."
Carrie Lebsack - 2/5
|
| Details | View Full Review → | View Full Review → |
| Feature | ||
|---|---|---|
| Rating |
4.0
|
3.4
|
| Reviews | 10 | 5 |
| Description |
For money managers to raise their next billion, they dedicate entire teams to spend days filling diligence questionnaires with recycled content. We do it in minutes using AI. Clients include Bridgewater, Coatue, Onex, Urban Partners, Yarra Capital, Axonic, NIAM, Raith Capital, Intl Farming, Hillsdale, White Oak, etc. |
Revi helps Investment Banks, PE firms, and Corporate Development teams source new deals. We do this by using agentic workflows to replicate their end-to-end deal origination process, entirely removing the trade-off between precision and scalability. We released the first version of Revi in September 2023 and now have companies like KPMG and platforms backed by KKR and Nordic Capital using our product. |
| Website | https://www.governgpt.com/ | https://www.revi.ai/ |
| Positives |
"Well-designed interface and powerful features."
Dedrick Ferry - 5/5
|
"Great tool! Exactly what we needed for our workflow."
Katharina Zemlak - 5/5
|
| Negatives |
"Customer support was slow to respond to our issues."
Prof. Keith McLaughlin - 1/5
|
"Had to switch to a different solution after trying this."
Tanya Kertzmann - 2/5
|
| Details | View Full Review → | View Full Review → |
| Feature | ||
|---|---|---|
| Rating |
4.0
|
3.2
|
| Reviews | 10 | 5 |
| Description |
For money managers to raise their next billion, they dedicate entire teams to spend days filling diligence questionnaires with recycled content. We do it in minutes using AI. Clients include Bridgewater, Coatue, Onex, Urban Partners, Yarra Capital, Axonic, NIAM, Raith Capital, Intl Farming, Hillsdale, White Oak, etc. |
Fintechs, banks, and other institutions managing financial services face constant pressure to reduce costs, enhance customer experience, and ensure regulatory compliance. PathPilot provides the speed of pre-built AI agents combined with the flexibility of full customization. This enables internal teams to remain in full control, designing, deploying, and governing AI solutions independently, without reliance on external vendors. |
| Website | https://www.governgpt.com/ | https://www.getpathpilot.com/ |
| Positives |
"Well-designed interface and powerful features."
Dedrick Ferry - 5/5
|
"Great price point for the features offered."
Camylle Zieme - 5/5
|
| Negatives |
"Customer support was slow to respond to our issues."
Prof. Keith McLaughlin - 1/5
|
"Had to switch to a different solution after trying this."
Miss Chanel Dickens - 1/5
|
| Details | View Full Review → | View Full Review → |
| Feature | ||
|---|---|---|
| Rating |
4.0
|
3.2
|
| Reviews | 10 | 5 |
| Description |
For money managers to raise their next billion, they dedicate entire teams to spend days filling diligence questionnaires with recycled content. We do it in minutes using AI. Clients include Bridgewater, Coatue, Onex, Urban Partners, Yarra Capital, Axonic, NIAM, Raith Capital, Intl Farming, Hillsdale, White Oak, etc. |
Historically, quantitative models are domain specific. Brilliant people spend their best years testing features, tuning hyperparameters, and iterating architectures within a narrow domain. But scale is the panacea: large models will find patterns people, and specialized models, could not. Forecasting generalizes. Zoa trains cross-domain event forecasting engines. *Automating Iteration* LLMs, embedded in multi-agent optimization loops and evaluated against fixed policies, can automate the build-test-improve modeling cycle. Think AlphaEvolve for forecasting problems. *Sample-Efficient General Models* Today’s forecasting models are narrowly crafted with deep human priors. But larger models will outperform state-of-the-art specialized models. Unlike existing event models, our models leverage data from across contexts and rely less on human intuition. And compared to LLMs, our models are built with more inductive priors and rely more heavily on inference-time compute, improving sample efficiency. *Why It Matters* In the real economy, our models could be useful for forecasting supply chain volatility, energy supply and demand, even earthquake risk. Science is, Ian Hacking writes, the taming of chance. It is the process of iteratively updating priors (something like: identify uncertainty, conceive experiment to reduce uncertainty, execute, update). If science is uncertainty-reduction, forecasting is a critical measure of progress. Better forecasting improves our ability to select interesting experiments (roughly those with greatest expected uncertainty reduction) and update priors. Our models will be used by labs and academics in data-heavy domains. Sam's ex-girlfriend introduced him to Greg back at Carnegie Mellon in 2017, and while that relationship didn't last, their friendship has. After college, Greg went to Harvard Law School, while Sam worked for three years at Jane Street on their Options desk, building & leading a satellite dev team. |
| Website | https://www.governgpt.com/ | https://zoaresearch.com |
| Positives |
"Well-designed interface and powerful features."
Dedrick Ferry - 5/5
|
"Excellent customer support and reliable service."
Wilson Fahey - 5/5
|
| Negatives |
"Customer support was slow to respond to our issues."
Prof. Keith McLaughlin - 1/5
|
"The interface is confusing and needs improvement."
Jerod Williamson - 1/5
|
| Details | View Full Review → | View Full Review → |
Sphinx vs Greenboard
| Feature |
S
|
|
|---|---|---|
| Rating |
3.9
|
3.9
|
| Reviews | 14 | 11 |
| Description |
Sphinx automates the manual work of compliance analysts. Our AI agents make AML decisions, helping banks and fintech eliminate onboarding bottlenecks. |
Greenboard is building a singular, AI-powered platform to handle management of the entirety of financial firms’ compliance programs, and eventually all back office processes. Today, financial institutions use Greenboard to detect risk using AI and to rip out and replace the bad legacy back office tooling they have wanted to get rid of for years. Greenboard's mission is to enable financial institutions to operate their back office teams at a higher standard, with half of the headcount. We’re starting with compliance |
| Website | https://sphinxhq.com/ | https://www.greenboard.com |
| Positives |
"Really impressed with the features and ease of use."
Arch Schaden - 5/5
|
"Solid platform that delivers on its promises."
Dr. Yvonne Huels - 5/5
|
| Negatives |
"Integration was difficult and documentation was unclear."
Dr. Eddie Heathcote - 1/5
|
"Missing important features we need for our workflow."
Destiny Powlowski - 1/5
|
| Details | View Full Review → | View Full Review → |
| Feature |
S
|
T
|
|---|---|---|
| Rating |
3.9
|
3.9
|
| Reviews | 14 | 9 |
| Description |
Sphinx automates the manual work of compliance analysts. Our AI agents make AML decisions, helping banks and fintech eliminate onboarding bottlenecks. |
Tower accelerates transactional due diligence via an AI-powered, centralized diligence platform. By consolidating disparate diligence workflows, Tower helps lawyers stay organized, spot issues earlier, and close deals faster. |
| Website | https://sphinxhq.com/ | https://withtower.com |
| Positives |
"Really impressed with the features and ease of use."
Arch Schaden - 5/5
|
"Switched from our old tool and never looked back."
Finn Kunze - 5/5
|
| Negatives |
"Integration was difficult and documentation was unclear."
Dr. Eddie Heathcote - 1/5
|
"Integration was difficult and documentation was unclear."
Lempi Tromp - 1/5
|
| Details | View Full Review → | View Full Review → |
| Feature |
S
|
L
|
|---|---|---|
| Rating |
3.9
|
3.9
|
| Reviews | 14 | 7 |
| Description |
Sphinx automates the manual work of compliance analysts. Our AI agents make AML decisions, helping banks and fintech eliminate onboarding bottlenecks. |
We’re building the first AI-Native Compliance Firm for RIAs, wealth advisors, and fintechs. We're doing this by blending AI workflows with veteran ex-regulators so we can keep firms SEC/FINRA-ready in minutes, not days. |
| Website | https://sphinxhq.com/ | https://luthor.ai |
| Positives |
"Really impressed with the features and ease of use."
Arch Schaden - 5/5
|
"Switched from our old tool and never looked back."
Mrs. Susanna Bashirian - 5/5
|
| Negatives |
"Integration was difficult and documentation was unclear."
Dr. Eddie Heathcote - 1/5
|
"Customer support was slow to respond to our issues."
Dr. Rhea Weber IV - 1/5
|
| Details | View Full Review → | View Full Review → |
| Feature |
S
|
|
|---|---|---|
| Rating |
3.9
|
3.8
|
| Reviews | 14 | 12 |
| Description |
Sphinx automates the manual work of compliance analysts. Our AI agents make AML decisions, helping banks and fintech eliminate onboarding bottlenecks. |
The world’s most important organizations deserve the world’s best financial infrastructure. We’re here to make sure they do. At Givefront, we've built a modern financial management platform designed specifically for nonprofits. With real-time budgeting, built-in compliance, and easy integrations, we replace the spreadsheets and guesswork with smart, automated systems. By transforming financial operations from reactive to real-time, Givefront empowers nonprofits to control every dollar, protect every grant, and move their missions forward faster, with greater efficiency, transparency, and trust. |
| Website | https://sphinxhq.com/ | https://givefront.com |
| Positives |
"Really impressed with the features and ease of use."
Arch Schaden - 5/5
|
"Really impressed with the features and ease of use."
Lazaro Yost - 5/5
|
| Negatives |
"Integration was difficult and documentation was unclear."
Dr. Eddie Heathcote - 1/5
|
"Overpriced for what you get. Better alternatives exist."
Fae Ullrich Jr. - 1/5
|
| Details | View Full Review → | View Full Review → |
| Feature |
S
|
D
|
|---|---|---|
| Rating |
3.9
|
3.8
|
| Reviews | 14 | 10 |
| Description |
Sphinx automates the manual work of compliance analysts. Our AI agents make AML decisions, helping banks and fintech eliminate onboarding bottlenecks. |
Dimely builds AI agents for B2B SaaS finance teams. Our agents automate and bring visibility to time-consuming and error-prone finance workflows so teams can stay lean and audit-ready. We do this by completing, logging, and reconciling the data work, including converting contracts to invoices, calculating overages, reconciling payments, and streamlining revenue recognition. We pride ourselves in our fast time to value. Dimely seamlessly slots into your existing workflows without requiring a rip and replace, meaning you'll immediately see results from Day 1. Stop spending hours on billing today! |
| Website | https://sphinxhq.com/ | https://dimely.com/ |
| Positives |
"Really impressed with the features and ease of use."
Arch Schaden - 5/5
|
"Easy to set up and get started. Very intuitive."
Scotty Aufderhar - 5/5
|
| Negatives |
"Integration was difficult and documentation was unclear."
Dr. Eddie Heathcote - 1/5
|
"Had to switch to a different solution after trying this."
Kay Stracke - 1/5
|
| Details | View Full Review → | View Full Review → |
| Feature |
S
|
|
|---|---|---|
| Rating |
3.9
|
3.8
|
| Reviews | 14 | 5 |
| Description |
Sphinx automates the manual work of compliance analysts. Our AI agents make AML decisions, helping banks and fintech eliminate onboarding bottlenecks. |
Centauri AI is a modern ETL and Data Science platform for banks and investment firms, starting with Structured Finance. Financial firms heavily rely on Excel, PDF, and PPT files to exchange complex asset details, leading analysts to spend hours crunching the files and extracting insights. Moreover, these data files and reports cannot be easily reused due to poor data infrastructure. Powered by AI, our product cuts hours of data wrangling work down to minutes and makes it possible to query past data easily. This helps firms evaluate assets faster and win more deals. Since launching last month, we've started a pilot with a brokerage team at a public investment bank that now uses our product daily. Aiming to serve over 100,000 investment teams needing complex data analysis for alternative investments, this opens up a potential $5 billion market. |
| Website | https://sphinxhq.com/ | https://centauri-ai.tech |
| Positives |
"Really impressed with the features and ease of use."
Arch Schaden - 5/5
|
"Easy to set up and get started. Very intuitive."
Alden Beahan - 5/5
|
| Negatives |
"Integration was difficult and documentation was unclear."
Dr. Eddie Heathcote - 1/5
|
"Too complex for our needs. Not user-friendly."
Mr. Ezra Little - 1/5
|
| Details | View Full Review → | View Full Review → |
| Feature |
S
|
|
|---|---|---|
| Rating |
3.9
|
3.5
|
| Reviews | 14 | 4 |
| Description |
Sphinx automates the manual work of compliance analysts. Our AI agents make AML decisions, helping banks and fintech eliminate onboarding bottlenecks. |
Intercept lets CPG brands challenge incorrect charges from retail chains. It ingests all of a brand’s fees across their retailer portals and emails, flags the fees that can be disputed, and automates away the mundane tasks involved in fee disputes. What previously took a team of people is now manageable by a single person. |
| Website | https://sphinxhq.com/ | https://tryintercept.com/ |
| Positives |
"Really impressed with the features and ease of use."
Arch Schaden - 5/5
|
"Fast, reliable, and constantly improving. Great product!"
Nicolas Effertz - 5/5
|
| Negatives |
"Integration was difficult and documentation was unclear."
Dr. Eddie Heathcote - 1/5
|
"The interface is confusing and needs improvement."
Carrie Lebsack - 2/5
|
| Details | View Full Review → | View Full Review → |
| Feature |
S
|
|
|---|---|---|
| Rating |
3.9
|
3.4
|
| Reviews | 14 | 5 |
| Description |
Sphinx automates the manual work of compliance analysts. Our AI agents make AML decisions, helping banks and fintech eliminate onboarding bottlenecks. |
Revi helps Investment Banks, PE firms, and Corporate Development teams source new deals. We do this by using agentic workflows to replicate their end-to-end deal origination process, entirely removing the trade-off between precision and scalability. We released the first version of Revi in September 2023 and now have companies like KPMG and platforms backed by KKR and Nordic Capital using our product. |
| Website | https://sphinxhq.com/ | https://www.revi.ai/ |
| Positives |
"Really impressed with the features and ease of use."
Arch Schaden - 5/5
|
"Great tool! Exactly what we needed for our workflow."
Katharina Zemlak - 5/5
|
| Negatives |
"Integration was difficult and documentation was unclear."
Dr. Eddie Heathcote - 1/5
|
"Had to switch to a different solution after trying this."
Tanya Kertzmann - 2/5
|
| Details | View Full Review → | View Full Review → |
| Feature |
S
|
|
|---|---|---|
| Rating |
3.9
|
3.2
|
| Reviews | 14 | 5 |
| Description |
Sphinx automates the manual work of compliance analysts. Our AI agents make AML decisions, helping banks and fintech eliminate onboarding bottlenecks. |
Fintechs, banks, and other institutions managing financial services face constant pressure to reduce costs, enhance customer experience, and ensure regulatory compliance. PathPilot provides the speed of pre-built AI agents combined with the flexibility of full customization. This enables internal teams to remain in full control, designing, deploying, and governing AI solutions independently, without reliance on external vendors. |
| Website | https://sphinxhq.com/ | https://www.getpathpilot.com/ |
| Positives |
"Really impressed with the features and ease of use."
Arch Schaden - 5/5
|
"Great price point for the features offered."
Camylle Zieme - 5/5
|
| Negatives |
"Integration was difficult and documentation was unclear."
Dr. Eddie Heathcote - 1/5
|
"Had to switch to a different solution after trying this."
Miss Chanel Dickens - 1/5
|
| Details | View Full Review → | View Full Review → |
| Feature |
S
|
|
|---|---|---|
| Rating |
3.9
|
3.2
|
| Reviews | 14 | 5 |
| Description |
Sphinx automates the manual work of compliance analysts. Our AI agents make AML decisions, helping banks and fintech eliminate onboarding bottlenecks. |
Historically, quantitative models are domain specific. Brilliant people spend their best years testing features, tuning hyperparameters, and iterating architectures within a narrow domain. But scale is the panacea: large models will find patterns people, and specialized models, could not. Forecasting generalizes. Zoa trains cross-domain event forecasting engines. *Automating Iteration* LLMs, embedded in multi-agent optimization loops and evaluated against fixed policies, can automate the build-test-improve modeling cycle. Think AlphaEvolve for forecasting problems. *Sample-Efficient General Models* Today’s forecasting models are narrowly crafted with deep human priors. But larger models will outperform state-of-the-art specialized models. Unlike existing event models, our models leverage data from across contexts and rely less on human intuition. And compared to LLMs, our models are built with more inductive priors and rely more heavily on inference-time compute, improving sample efficiency. *Why It Matters* In the real economy, our models could be useful for forecasting supply chain volatility, energy supply and demand, even earthquake risk. Science is, Ian Hacking writes, the taming of chance. It is the process of iteratively updating priors (something like: identify uncertainty, conceive experiment to reduce uncertainty, execute, update). If science is uncertainty-reduction, forecasting is a critical measure of progress. Better forecasting improves our ability to select interesting experiments (roughly those with greatest expected uncertainty reduction) and update priors. Our models will be used by labs and academics in data-heavy domains. Sam's ex-girlfriend introduced him to Greg back at Carnegie Mellon in 2017, and while that relationship didn't last, their friendship has. After college, Greg went to Harvard Law School, while Sam worked for three years at Jane Street on their Options desk, building & leading a satellite dev team. |
| Website | https://sphinxhq.com/ | https://zoaresearch.com |
| Positives |
"Really impressed with the features and ease of use."
Arch Schaden - 5/5
|
"Excellent customer support and reliable service."
Wilson Fahey - 5/5
|
| Negatives |
"Integration was difficult and documentation was unclear."
Dr. Eddie Heathcote - 1/5
|
"The interface is confusing and needs improvement."
Jerod Williamson - 1/5
|
| Details | View Full Review → | View Full Review → |
Greenboard vs Tower
| Feature |
T
|
|
|---|---|---|
| Rating |
3.9
|
3.9
|
| Reviews | 11 | 9 |
| Description |
Greenboard is building a singular, AI-powered platform to handle management of the entirety of financial firms’ compliance programs, and eventually all back office processes. Today, financial institutions use Greenboard to detect risk using AI and to rip out and replace the bad legacy back office tooling they have wanted to get rid of for years. Greenboard's mission is to enable financial institutions to operate their back office teams at a higher standard, with half of the headcount. We’re starting with compliance |
Tower accelerates transactional due diligence via an AI-powered, centralized diligence platform. By consolidating disparate diligence workflows, Tower helps lawyers stay organized, spot issues earlier, and close deals faster. |
| Website | https://www.greenboard.com | https://withtower.com |
| Positives |
"Solid platform that delivers on its promises."
Dr. Yvonne Huels - 5/5
|
"Switched from our old tool and never looked back."
Finn Kunze - 5/5
|
| Negatives |
"Missing important features we need for our workflow."
Destiny Powlowski - 1/5
|
"Integration was difficult and documentation was unclear."
Lempi Tromp - 1/5
|
| Details | View Full Review → | View Full Review → |
Greenboard vs Luthor
| Feature |
L
|
|
|---|---|---|
| Rating |
3.9
|
3.9
|
| Reviews | 11 | 7 |
| Description |
Greenboard is building a singular, AI-powered platform to handle management of the entirety of financial firms’ compliance programs, and eventually all back office processes. Today, financial institutions use Greenboard to detect risk using AI and to rip out and replace the bad legacy back office tooling they have wanted to get rid of for years. Greenboard's mission is to enable financial institutions to operate their back office teams at a higher standard, with half of the headcount. We’re starting with compliance |
We’re building the first AI-Native Compliance Firm for RIAs, wealth advisors, and fintechs. We're doing this by blending AI workflows with veteran ex-regulators so we can keep firms SEC/FINRA-ready in minutes, not days. |
| Website | https://www.greenboard.com | https://luthor.ai |
| Positives |
"Solid platform that delivers on its promises."
Dr. Yvonne Huels - 5/5
|
"Switched from our old tool and never looked back."
Mrs. Susanna Bashirian - 5/5
|
| Negatives |
"Missing important features we need for our workflow."
Destiny Powlowski - 1/5
|
"Customer support was slow to respond to our issues."
Dr. Rhea Weber IV - 1/5
|
| Details | View Full Review → | View Full Review → |
| Feature | ||
|---|---|---|
| Rating |
3.9
|
3.8
|
| Reviews | 11 | 12 |
| Description |
Greenboard is building a singular, AI-powered platform to handle management of the entirety of financial firms’ compliance programs, and eventually all back office processes. Today, financial institutions use Greenboard to detect risk using AI and to rip out and replace the bad legacy back office tooling they have wanted to get rid of for years. Greenboard's mission is to enable financial institutions to operate their back office teams at a higher standard, with half of the headcount. We’re starting with compliance |
The world’s most important organizations deserve the world’s best financial infrastructure. We’re here to make sure they do. At Givefront, we've built a modern financial management platform designed specifically for nonprofits. With real-time budgeting, built-in compliance, and easy integrations, we replace the spreadsheets and guesswork with smart, automated systems. By transforming financial operations from reactive to real-time, Givefront empowers nonprofits to control every dollar, protect every grant, and move their missions forward faster, with greater efficiency, transparency, and trust. |
| Website | https://www.greenboard.com | https://givefront.com |
| Positives |
"Solid platform that delivers on its promises."
Dr. Yvonne Huels - 5/5
|
"Really impressed with the features and ease of use."
Lazaro Yost - 5/5
|
| Negatives |
"Missing important features we need for our workflow."
Destiny Powlowski - 1/5
|
"Overpriced for what you get. Better alternatives exist."
Fae Ullrich Jr. - 1/5
|
| Details | View Full Review → | View Full Review → |
Greenboard vs Dimely
| Feature |
D
|
|
|---|---|---|
| Rating |
3.9
|
3.8
|
| Reviews | 11 | 10 |
| Description |
Greenboard is building a singular, AI-powered platform to handle management of the entirety of financial firms’ compliance programs, and eventually all back office processes. Today, financial institutions use Greenboard to detect risk using AI and to rip out and replace the bad legacy back office tooling they have wanted to get rid of for years. Greenboard's mission is to enable financial institutions to operate their back office teams at a higher standard, with half of the headcount. We’re starting with compliance |
Dimely builds AI agents for B2B SaaS finance teams. Our agents automate and bring visibility to time-consuming and error-prone finance workflows so teams can stay lean and audit-ready. We do this by completing, logging, and reconciling the data work, including converting contracts to invoices, calculating overages, reconciling payments, and streamlining revenue recognition. We pride ourselves in our fast time to value. Dimely seamlessly slots into your existing workflows without requiring a rip and replace, meaning you'll immediately see results from Day 1. Stop spending hours on billing today! |
| Website | https://www.greenboard.com | https://dimely.com/ |
| Positives |
"Solid platform that delivers on its promises."
Dr. Yvonne Huels - 5/5
|
"Easy to set up and get started. Very intuitive."
Scotty Aufderhar - 5/5
|
| Negatives |
"Missing important features we need for our workflow."
Destiny Powlowski - 1/5
|
"Had to switch to a different solution after trying this."
Kay Stracke - 1/5
|
| Details | View Full Review → | View Full Review → |
| Feature | ||
|---|---|---|
| Rating |
3.9
|
3.8
|
| Reviews | 11 | 5 |
| Description |
Greenboard is building a singular, AI-powered platform to handle management of the entirety of financial firms’ compliance programs, and eventually all back office processes. Today, financial institutions use Greenboard to detect risk using AI and to rip out and replace the bad legacy back office tooling they have wanted to get rid of for years. Greenboard's mission is to enable financial institutions to operate their back office teams at a higher standard, with half of the headcount. We’re starting with compliance |
Centauri AI is a modern ETL and Data Science platform for banks and investment firms, starting with Structured Finance. Financial firms heavily rely on Excel, PDF, and PPT files to exchange complex asset details, leading analysts to spend hours crunching the files and extracting insights. Moreover, these data files and reports cannot be easily reused due to poor data infrastructure. Powered by AI, our product cuts hours of data wrangling work down to minutes and makes it possible to query past data easily. This helps firms evaluate assets faster and win more deals. Since launching last month, we've started a pilot with a brokerage team at a public investment bank that now uses our product daily. Aiming to serve over 100,000 investment teams needing complex data analysis for alternative investments, this opens up a potential $5 billion market. |
| Website | https://www.greenboard.com | https://centauri-ai.tech |
| Positives |
"Solid platform that delivers on its promises."
Dr. Yvonne Huels - 5/5
|
"Easy to set up and get started. Very intuitive."
Alden Beahan - 5/5
|
| Negatives |
"Missing important features we need for our workflow."
Destiny Powlowski - 1/5
|
"Too complex for our needs. Not user-friendly."
Mr. Ezra Little - 1/5
|
| Details | View Full Review → | View Full Review → |
| Feature | ||
|---|---|---|
| Rating |
3.9
|
3.5
|
| Reviews | 11 | 4 |
| Description |
Greenboard is building a singular, AI-powered platform to handle management of the entirety of financial firms’ compliance programs, and eventually all back office processes. Today, financial institutions use Greenboard to detect risk using AI and to rip out and replace the bad legacy back office tooling they have wanted to get rid of for years. Greenboard's mission is to enable financial institutions to operate their back office teams at a higher standard, with half of the headcount. We’re starting with compliance |
Intercept lets CPG brands challenge incorrect charges from retail chains. It ingests all of a brand’s fees across their retailer portals and emails, flags the fees that can be disputed, and automates away the mundane tasks involved in fee disputes. What previously took a team of people is now manageable by a single person. |
| Website | https://www.greenboard.com | https://tryintercept.com/ |
| Positives |
"Solid platform that delivers on its promises."
Dr. Yvonne Huels - 5/5
|
"Fast, reliable, and constantly improving. Great product!"
Nicolas Effertz - 5/5
|
| Negatives |
"Missing important features we need for our workflow."
Destiny Powlowski - 1/5
|
"The interface is confusing and needs improvement."
Carrie Lebsack - 2/5
|
| Details | View Full Review → | View Full Review → |
Greenboard vs Revi
| Feature | ||
|---|---|---|
| Rating |
3.9
|
3.4
|
| Reviews | 11 | 5 |
| Description |
Greenboard is building a singular, AI-powered platform to handle management of the entirety of financial firms’ compliance programs, and eventually all back office processes. Today, financial institutions use Greenboard to detect risk using AI and to rip out and replace the bad legacy back office tooling they have wanted to get rid of for years. Greenboard's mission is to enable financial institutions to operate their back office teams at a higher standard, with half of the headcount. We’re starting with compliance |
Revi helps Investment Banks, PE firms, and Corporate Development teams source new deals. We do this by using agentic workflows to replicate their end-to-end deal origination process, entirely removing the trade-off between precision and scalability. We released the first version of Revi in September 2023 and now have companies like KPMG and platforms backed by KKR and Nordic Capital using our product. |
| Website | https://www.greenboard.com | https://www.revi.ai/ |
| Positives |
"Solid platform that delivers on its promises."
Dr. Yvonne Huels - 5/5
|
"Great tool! Exactly what we needed for our workflow."
Katharina Zemlak - 5/5
|
| Negatives |
"Missing important features we need for our workflow."
Destiny Powlowski - 1/5
|
"Had to switch to a different solution after trying this."
Tanya Kertzmann - 2/5
|
| Details | View Full Review → | View Full Review → |
| Feature | ||
|---|---|---|
| Rating |
3.9
|
3.2
|
| Reviews | 11 | 5 |
| Description |
Greenboard is building a singular, AI-powered platform to handle management of the entirety of financial firms’ compliance programs, and eventually all back office processes. Today, financial institutions use Greenboard to detect risk using AI and to rip out and replace the bad legacy back office tooling they have wanted to get rid of for years. Greenboard's mission is to enable financial institutions to operate their back office teams at a higher standard, with half of the headcount. We’re starting with compliance |
Fintechs, banks, and other institutions managing financial services face constant pressure to reduce costs, enhance customer experience, and ensure regulatory compliance. PathPilot provides the speed of pre-built AI agents combined with the flexibility of full customization. This enables internal teams to remain in full control, designing, deploying, and governing AI solutions independently, without reliance on external vendors. |
| Website | https://www.greenboard.com | https://www.getpathpilot.com/ |
| Positives |
"Solid platform that delivers on its promises."
Dr. Yvonne Huels - 5/5
|
"Great price point for the features offered."
Camylle Zieme - 5/5
|
| Negatives |
"Missing important features we need for our workflow."
Destiny Powlowski - 1/5
|
"Had to switch to a different solution after trying this."
Miss Chanel Dickens - 1/5
|
| Details | View Full Review → | View Full Review → |
| Feature | ||
|---|---|---|
| Rating |
3.9
|
3.2
|
| Reviews | 11 | 5 |
| Description |
Greenboard is building a singular, AI-powered platform to handle management of the entirety of financial firms’ compliance programs, and eventually all back office processes. Today, financial institutions use Greenboard to detect risk using AI and to rip out and replace the bad legacy back office tooling they have wanted to get rid of for years. Greenboard's mission is to enable financial institutions to operate their back office teams at a higher standard, with half of the headcount. We’re starting with compliance |
Historically, quantitative models are domain specific. Brilliant people spend their best years testing features, tuning hyperparameters, and iterating architectures within a narrow domain. But scale is the panacea: large models will find patterns people, and specialized models, could not. Forecasting generalizes. Zoa trains cross-domain event forecasting engines. *Automating Iteration* LLMs, embedded in multi-agent optimization loops and evaluated against fixed policies, can automate the build-test-improve modeling cycle. Think AlphaEvolve for forecasting problems. *Sample-Efficient General Models* Today’s forecasting models are narrowly crafted with deep human priors. But larger models will outperform state-of-the-art specialized models. Unlike existing event models, our models leverage data from across contexts and rely less on human intuition. And compared to LLMs, our models are built with more inductive priors and rely more heavily on inference-time compute, improving sample efficiency. *Why It Matters* In the real economy, our models could be useful for forecasting supply chain volatility, energy supply and demand, even earthquake risk. Science is, Ian Hacking writes, the taming of chance. It is the process of iteratively updating priors (something like: identify uncertainty, conceive experiment to reduce uncertainty, execute, update). If science is uncertainty-reduction, forecasting is a critical measure of progress. Better forecasting improves our ability to select interesting experiments (roughly those with greatest expected uncertainty reduction) and update priors. Our models will be used by labs and academics in data-heavy domains. Sam's ex-girlfriend introduced him to Greg back at Carnegie Mellon in 2017, and while that relationship didn't last, their friendship has. After college, Greg went to Harvard Law School, while Sam worked for three years at Jane Street on their Options desk, building & leading a satellite dev team. |
| Website | https://www.greenboard.com | https://zoaresearch.com |
| Positives |
"Solid platform that delivers on its promises."
Dr. Yvonne Huels - 5/5
|
"Excellent customer support and reliable service."
Wilson Fahey - 5/5
|
| Negatives |
"Missing important features we need for our workflow."
Destiny Powlowski - 1/5
|
"The interface is confusing and needs improvement."
Jerod Williamson - 1/5
|
| Details | View Full Review → | View Full Review → |
| Feature |
T
|
L
|
|---|---|---|
| Rating |
3.9
|
3.9
|
| Reviews | 9 | 7 |
| Description |
Tower accelerates transactional due diligence via an AI-powered, centralized diligence platform. By consolidating disparate diligence workflows, Tower helps lawyers stay organized, spot issues earlier, and close deals faster. |
We’re building the first AI-Native Compliance Firm for RIAs, wealth advisors, and fintechs. We're doing this by blending AI workflows with veteran ex-regulators so we can keep firms SEC/FINRA-ready in minutes, not days. |
| Website | https://withtower.com | https://luthor.ai |
| Positives |
"Switched from our old tool and never looked back."
Finn Kunze - 5/5
|
"Switched from our old tool and never looked back."
Mrs. Susanna Bashirian - 5/5
|
| Negatives |
"Integration was difficult and documentation was unclear."
Lempi Tromp - 1/5
|
"Customer support was slow to respond to our issues."
Dr. Rhea Weber IV - 1/5
|
| Details | View Full Review → | View Full Review → |
| Feature |
T
|
|
|---|---|---|
| Rating |
3.9
|
3.8
|
| Reviews | 9 | 12 |
| Description |
Tower accelerates transactional due diligence via an AI-powered, centralized diligence platform. By consolidating disparate diligence workflows, Tower helps lawyers stay organized, spot issues earlier, and close deals faster. |
The world’s most important organizations deserve the world’s best financial infrastructure. We’re here to make sure they do. At Givefront, we've built a modern financial management platform designed specifically for nonprofits. With real-time budgeting, built-in compliance, and easy integrations, we replace the spreadsheets and guesswork with smart, automated systems. By transforming financial operations from reactive to real-time, Givefront empowers nonprofits to control every dollar, protect every grant, and move their missions forward faster, with greater efficiency, transparency, and trust. |
| Website | https://withtower.com | https://givefront.com |
| Positives |
"Switched from our old tool and never looked back."
Finn Kunze - 5/5
|
"Really impressed with the features and ease of use."
Lazaro Yost - 5/5
|
| Negatives |
"Integration was difficult and documentation was unclear."
Lempi Tromp - 1/5
|
"Overpriced for what you get. Better alternatives exist."
Fae Ullrich Jr. - 1/5
|
| Details | View Full Review → | View Full Review → |
| Feature |
T
|
D
|
|---|---|---|
| Rating |
3.9
|
3.8
|
| Reviews | 9 | 10 |
| Description |
Tower accelerates transactional due diligence via an AI-powered, centralized diligence platform. By consolidating disparate diligence workflows, Tower helps lawyers stay organized, spot issues earlier, and close deals faster. |
Dimely builds AI agents for B2B SaaS finance teams. Our agents automate and bring visibility to time-consuming and error-prone finance workflows so teams can stay lean and audit-ready. We do this by completing, logging, and reconciling the data work, including converting contracts to invoices, calculating overages, reconciling payments, and streamlining revenue recognition. We pride ourselves in our fast time to value. Dimely seamlessly slots into your existing workflows without requiring a rip and replace, meaning you'll immediately see results from Day 1. Stop spending hours on billing today! |
| Website | https://withtower.com | https://dimely.com/ |
| Positives |
"Switched from our old tool and never looked back."
Finn Kunze - 5/5
|
"Easy to set up and get started. Very intuitive."
Scotty Aufderhar - 5/5
|
| Negatives |
"Integration was difficult and documentation was unclear."
Lempi Tromp - 1/5
|
"Had to switch to a different solution after trying this."
Kay Stracke - 1/5
|
| Details | View Full Review → | View Full Review → |
Tower vs Centauri AI
| Feature |
T
|
|
|---|---|---|
| Rating |
3.9
|
3.8
|
| Reviews | 9 | 5 |
| Description |
Tower accelerates transactional due diligence via an AI-powered, centralized diligence platform. By consolidating disparate diligence workflows, Tower helps lawyers stay organized, spot issues earlier, and close deals faster. |
Centauri AI is a modern ETL and Data Science platform for banks and investment firms, starting with Structured Finance. Financial firms heavily rely on Excel, PDF, and PPT files to exchange complex asset details, leading analysts to spend hours crunching the files and extracting insights. Moreover, these data files and reports cannot be easily reused due to poor data infrastructure. Powered by AI, our product cuts hours of data wrangling work down to minutes and makes it possible to query past data easily. This helps firms evaluate assets faster and win more deals. Since launching last month, we've started a pilot with a brokerage team at a public investment bank that now uses our product daily. Aiming to serve over 100,000 investment teams needing complex data analysis for alternative investments, this opens up a potential $5 billion market. |
| Website | https://withtower.com | https://centauri-ai.tech |
| Positives |
"Switched from our old tool and never looked back."
Finn Kunze - 5/5
|
"Easy to set up and get started. Very intuitive."
Alden Beahan - 5/5
|
| Negatives |
"Integration was difficult and documentation was unclear."
Lempi Tromp - 1/5
|
"Too complex for our needs. Not user-friendly."
Mr. Ezra Little - 1/5
|
| Details | View Full Review → | View Full Review → |
| Feature |
T
|
|
|---|---|---|
| Rating |
3.9
|
3.5
|
| Reviews | 9 | 4 |
| Description |
Tower accelerates transactional due diligence via an AI-powered, centralized diligence platform. By consolidating disparate diligence workflows, Tower helps lawyers stay organized, spot issues earlier, and close deals faster. |
Intercept lets CPG brands challenge incorrect charges from retail chains. It ingests all of a brand’s fees across their retailer portals and emails, flags the fees that can be disputed, and automates away the mundane tasks involved in fee disputes. What previously took a team of people is now manageable by a single person. |
| Website | https://withtower.com | https://tryintercept.com/ |
| Positives |
"Switched from our old tool and never looked back."
Finn Kunze - 5/5
|
"Fast, reliable, and constantly improving. Great product!"
Nicolas Effertz - 5/5
|
| Negatives |
"Integration was difficult and documentation was unclear."
Lempi Tromp - 1/5
|
"The interface is confusing and needs improvement."
Carrie Lebsack - 2/5
|
| Details | View Full Review → | View Full Review → |
| Feature |
T
|
|
|---|---|---|
| Rating |
3.9
|
3.4
|
| Reviews | 9 | 5 |
| Description |
Tower accelerates transactional due diligence via an AI-powered, centralized diligence platform. By consolidating disparate diligence workflows, Tower helps lawyers stay organized, spot issues earlier, and close deals faster. |
Revi helps Investment Banks, PE firms, and Corporate Development teams source new deals. We do this by using agentic workflows to replicate their end-to-end deal origination process, entirely removing the trade-off between precision and scalability. We released the first version of Revi in September 2023 and now have companies like KPMG and platforms backed by KKR and Nordic Capital using our product. |
| Website | https://withtower.com | https://www.revi.ai/ |
| Positives |
"Switched from our old tool and never looked back."
Finn Kunze - 5/5
|
"Great tool! Exactly what we needed for our workflow."
Katharina Zemlak - 5/5
|
| Negatives |
"Integration was difficult and documentation was unclear."
Lempi Tromp - 1/5
|
"Had to switch to a different solution after trying this."
Tanya Kertzmann - 2/5
|
| Details | View Full Review → | View Full Review → |
| Feature |
T
|
|
|---|---|---|
| Rating |
3.9
|
3.2
|
| Reviews | 9 | 5 |
| Description |
Tower accelerates transactional due diligence via an AI-powered, centralized diligence platform. By consolidating disparate diligence workflows, Tower helps lawyers stay organized, spot issues earlier, and close deals faster. |
Fintechs, banks, and other institutions managing financial services face constant pressure to reduce costs, enhance customer experience, and ensure regulatory compliance. PathPilot provides the speed of pre-built AI agents combined with the flexibility of full customization. This enables internal teams to remain in full control, designing, deploying, and governing AI solutions independently, without reliance on external vendors. |
| Website | https://withtower.com | https://www.getpathpilot.com/ |
| Positives |
"Switched from our old tool and never looked back."
Finn Kunze - 5/5
|
"Great price point for the features offered."
Camylle Zieme - 5/5
|
| Negatives |
"Integration was difficult and documentation was unclear."
Lempi Tromp - 1/5
|
"Had to switch to a different solution after trying this."
Miss Chanel Dickens - 1/5
|
| Details | View Full Review → | View Full Review → |
| Feature |
T
|
|
|---|---|---|
| Rating |
3.9
|
3.2
|
| Reviews | 9 | 5 |
| Description |
Tower accelerates transactional due diligence via an AI-powered, centralized diligence platform. By consolidating disparate diligence workflows, Tower helps lawyers stay organized, spot issues earlier, and close deals faster. |
Historically, quantitative models are domain specific. Brilliant people spend their best years testing features, tuning hyperparameters, and iterating architectures within a narrow domain. But scale is the panacea: large models will find patterns people, and specialized models, could not. Forecasting generalizes. Zoa trains cross-domain event forecasting engines. *Automating Iteration* LLMs, embedded in multi-agent optimization loops and evaluated against fixed policies, can automate the build-test-improve modeling cycle. Think AlphaEvolve for forecasting problems. *Sample-Efficient General Models* Today’s forecasting models are narrowly crafted with deep human priors. But larger models will outperform state-of-the-art specialized models. Unlike existing event models, our models leverage data from across contexts and rely less on human intuition. And compared to LLMs, our models are built with more inductive priors and rely more heavily on inference-time compute, improving sample efficiency. *Why It Matters* In the real economy, our models could be useful for forecasting supply chain volatility, energy supply and demand, even earthquake risk. Science is, Ian Hacking writes, the taming of chance. It is the process of iteratively updating priors (something like: identify uncertainty, conceive experiment to reduce uncertainty, execute, update). If science is uncertainty-reduction, forecasting is a critical measure of progress. Better forecasting improves our ability to select interesting experiments (roughly those with greatest expected uncertainty reduction) and update priors. Our models will be used by labs and academics in data-heavy domains. Sam's ex-girlfriend introduced him to Greg back at Carnegie Mellon in 2017, and while that relationship didn't last, their friendship has. After college, Greg went to Harvard Law School, while Sam worked for three years at Jane Street on their Options desk, building & leading a satellite dev team. |
| Website | https://withtower.com | https://zoaresearch.com |
| Positives |
"Switched from our old tool and never looked back."
Finn Kunze - 5/5
|
"Excellent customer support and reliable service."
Wilson Fahey - 5/5
|
| Negatives |
"Integration was difficult and documentation was unclear."
Lempi Tromp - 1/5
|
"The interface is confusing and needs improvement."
Jerod Williamson - 1/5
|
| Details | View Full Review → | View Full Review → |
| Feature |
L
|
|
|---|---|---|
| Rating |
3.9
|
3.8
|
| Reviews | 7 | 12 |
| Description |
We’re building the first AI-Native Compliance Firm for RIAs, wealth advisors, and fintechs. We're doing this by blending AI workflows with veteran ex-regulators so we can keep firms SEC/FINRA-ready in minutes, not days. |
The world’s most important organizations deserve the world’s best financial infrastructure. We’re here to make sure they do. At Givefront, we've built a modern financial management platform designed specifically for nonprofits. With real-time budgeting, built-in compliance, and easy integrations, we replace the spreadsheets and guesswork with smart, automated systems. By transforming financial operations from reactive to real-time, Givefront empowers nonprofits to control every dollar, protect every grant, and move their missions forward faster, with greater efficiency, transparency, and trust. |
| Website | https://luthor.ai | https://givefront.com |
| Positives |
"Switched from our old tool and never looked back."
Mrs. Susanna Bashirian - 5/5
|
"Really impressed with the features and ease of use."
Lazaro Yost - 5/5
|
| Negatives |
"Customer support was slow to respond to our issues."
Dr. Rhea Weber IV - 1/5
|
"Overpriced for what you get. Better alternatives exist."
Fae Ullrich Jr. - 1/5
|
| Details | View Full Review → | View Full Review → |
| Feature |
L
|
D
|
|---|---|---|
| Rating |
3.9
|
3.8
|
| Reviews | 7 | 10 |
| Description |
We’re building the first AI-Native Compliance Firm for RIAs, wealth advisors, and fintechs. We're doing this by blending AI workflows with veteran ex-regulators so we can keep firms SEC/FINRA-ready in minutes, not days. |
Dimely builds AI agents for B2B SaaS finance teams. Our agents automate and bring visibility to time-consuming and error-prone finance workflows so teams can stay lean and audit-ready. We do this by completing, logging, and reconciling the data work, including converting contracts to invoices, calculating overages, reconciling payments, and streamlining revenue recognition. We pride ourselves in our fast time to value. Dimely seamlessly slots into your existing workflows without requiring a rip and replace, meaning you'll immediately see results from Day 1. Stop spending hours on billing today! |
| Website | https://luthor.ai | https://dimely.com/ |
| Positives |
"Switched from our old tool and never looked back."
Mrs. Susanna Bashirian - 5/5
|
"Easy to set up and get started. Very intuitive."
Scotty Aufderhar - 5/5
|
| Negatives |
"Customer support was slow to respond to our issues."
Dr. Rhea Weber IV - 1/5
|
"Had to switch to a different solution after trying this."
Kay Stracke - 1/5
|
| Details | View Full Review → | View Full Review → |
| Feature |
L
|
|
|---|---|---|
| Rating |
3.9
|
3.8
|
| Reviews | 7 | 5 |
| Description |
We’re building the first AI-Native Compliance Firm for RIAs, wealth advisors, and fintechs. We're doing this by blending AI workflows with veteran ex-regulators so we can keep firms SEC/FINRA-ready in minutes, not days. |
Centauri AI is a modern ETL and Data Science platform for banks and investment firms, starting with Structured Finance. Financial firms heavily rely on Excel, PDF, and PPT files to exchange complex asset details, leading analysts to spend hours crunching the files and extracting insights. Moreover, these data files and reports cannot be easily reused due to poor data infrastructure. Powered by AI, our product cuts hours of data wrangling work down to minutes and makes it possible to query past data easily. This helps firms evaluate assets faster and win more deals. Since launching last month, we've started a pilot with a brokerage team at a public investment bank that now uses our product daily. Aiming to serve over 100,000 investment teams needing complex data analysis for alternative investments, this opens up a potential $5 billion market. |
| Website | https://luthor.ai | https://centauri-ai.tech |
| Positives |
"Switched from our old tool and never looked back."
Mrs. Susanna Bashirian - 5/5
|
"Easy to set up and get started. Very intuitive."
Alden Beahan - 5/5
|
| Negatives |
"Customer support was slow to respond to our issues."
Dr. Rhea Weber IV - 1/5
|
"Too complex for our needs. Not user-friendly."
Mr. Ezra Little - 1/5
|
| Details | View Full Review → | View Full Review → |
| Feature |
L
|
|
|---|---|---|
| Rating |
3.9
|
3.5
|
| Reviews | 7 | 4 |
| Description |
We’re building the first AI-Native Compliance Firm for RIAs, wealth advisors, and fintechs. We're doing this by blending AI workflows with veteran ex-regulators so we can keep firms SEC/FINRA-ready in minutes, not days. |
Intercept lets CPG brands challenge incorrect charges from retail chains. It ingests all of a brand’s fees across their retailer portals and emails, flags the fees that can be disputed, and automates away the mundane tasks involved in fee disputes. What previously took a team of people is now manageable by a single person. |
| Website | https://luthor.ai | https://tryintercept.com/ |
| Positives |
"Switched from our old tool and never looked back."
Mrs. Susanna Bashirian - 5/5
|
"Fast, reliable, and constantly improving. Great product!"
Nicolas Effertz - 5/5
|
| Negatives |
"Customer support was slow to respond to our issues."
Dr. Rhea Weber IV - 1/5
|
"The interface is confusing and needs improvement."
Carrie Lebsack - 2/5
|
| Details | View Full Review → | View Full Review → |
| Feature |
L
|
|
|---|---|---|
| Rating |
3.9
|
3.4
|
| Reviews | 7 | 5 |
| Description |
We’re building the first AI-Native Compliance Firm for RIAs, wealth advisors, and fintechs. We're doing this by blending AI workflows with veteran ex-regulators so we can keep firms SEC/FINRA-ready in minutes, not days. |
Revi helps Investment Banks, PE firms, and Corporate Development teams source new deals. We do this by using agentic workflows to replicate their end-to-end deal origination process, entirely removing the trade-off between precision and scalability. We released the first version of Revi in September 2023 and now have companies like KPMG and platforms backed by KKR and Nordic Capital using our product. |
| Website | https://luthor.ai | https://www.revi.ai/ |
| Positives |
"Switched from our old tool and never looked back."
Mrs. Susanna Bashirian - 5/5
|
"Great tool! Exactly what we needed for our workflow."
Katharina Zemlak - 5/5
|
| Negatives |
"Customer support was slow to respond to our issues."
Dr. Rhea Weber IV - 1/5
|
"Had to switch to a different solution after trying this."
Tanya Kertzmann - 2/5
|
| Details | View Full Review → | View Full Review → |
| Feature |
L
|
|
|---|---|---|
| Rating |
3.9
|
3.2
|
| Reviews | 7 | 5 |
| Description |
We’re building the first AI-Native Compliance Firm for RIAs, wealth advisors, and fintechs. We're doing this by blending AI workflows with veteran ex-regulators so we can keep firms SEC/FINRA-ready in minutes, not days. |
Fintechs, banks, and other institutions managing financial services face constant pressure to reduce costs, enhance customer experience, and ensure regulatory compliance. PathPilot provides the speed of pre-built AI agents combined with the flexibility of full customization. This enables internal teams to remain in full control, designing, deploying, and governing AI solutions independently, without reliance on external vendors. |
| Website | https://luthor.ai | https://www.getpathpilot.com/ |
| Positives |
"Switched from our old tool and never looked back."
Mrs. Susanna Bashirian - 5/5
|
"Great price point for the features offered."
Camylle Zieme - 5/5
|
| Negatives |
"Customer support was slow to respond to our issues."
Dr. Rhea Weber IV - 1/5
|
"Had to switch to a different solution after trying this."
Miss Chanel Dickens - 1/5
|
| Details | View Full Review → | View Full Review → |
| Feature |
L
|
|
|---|---|---|
| Rating |
3.9
|
3.2
|
| Reviews | 7 | 5 |
| Description |
We’re building the first AI-Native Compliance Firm for RIAs, wealth advisors, and fintechs. We're doing this by blending AI workflows with veteran ex-regulators so we can keep firms SEC/FINRA-ready in minutes, not days. |
Historically, quantitative models are domain specific. Brilliant people spend their best years testing features, tuning hyperparameters, and iterating architectures within a narrow domain. But scale is the panacea: large models will find patterns people, and specialized models, could not. Forecasting generalizes. Zoa trains cross-domain event forecasting engines. *Automating Iteration* LLMs, embedded in multi-agent optimization loops and evaluated against fixed policies, can automate the build-test-improve modeling cycle. Think AlphaEvolve for forecasting problems. *Sample-Efficient General Models* Today’s forecasting models are narrowly crafted with deep human priors. But larger models will outperform state-of-the-art specialized models. Unlike existing event models, our models leverage data from across contexts and rely less on human intuition. And compared to LLMs, our models are built with more inductive priors and rely more heavily on inference-time compute, improving sample efficiency. *Why It Matters* In the real economy, our models could be useful for forecasting supply chain volatility, energy supply and demand, even earthquake risk. Science is, Ian Hacking writes, the taming of chance. It is the process of iteratively updating priors (something like: identify uncertainty, conceive experiment to reduce uncertainty, execute, update). If science is uncertainty-reduction, forecasting is a critical measure of progress. Better forecasting improves our ability to select interesting experiments (roughly those with greatest expected uncertainty reduction) and update priors. Our models will be used by labs and academics in data-heavy domains. Sam's ex-girlfriend introduced him to Greg back at Carnegie Mellon in 2017, and while that relationship didn't last, their friendship has. After college, Greg went to Harvard Law School, while Sam worked for three years at Jane Street on their Options desk, building & leading a satellite dev team. |
| Website | https://luthor.ai | https://zoaresearch.com |
| Positives |
"Switched from our old tool and never looked back."
Mrs. Susanna Bashirian - 5/5
|
"Excellent customer support and reliable service."
Wilson Fahey - 5/5
|
| Negatives |
"Customer support was slow to respond to our issues."
Dr. Rhea Weber IV - 1/5
|
"The interface is confusing and needs improvement."
Jerod Williamson - 1/5
|
| Details | View Full Review → | View Full Review → |
| Feature |
D
|
|
|---|---|---|
| Rating |
3.8
|
3.8
|
| Reviews | 12 | 10 |
| Description |
The world’s most important organizations deserve the world’s best financial infrastructure. We’re here to make sure they do. At Givefront, we've built a modern financial management platform designed specifically for nonprofits. With real-time budgeting, built-in compliance, and easy integrations, we replace the spreadsheets and guesswork with smart, automated systems. By transforming financial operations from reactive to real-time, Givefront empowers nonprofits to control every dollar, protect every grant, and move their missions forward faster, with greater efficiency, transparency, and trust. |
Dimely builds AI agents for B2B SaaS finance teams. Our agents automate and bring visibility to time-consuming and error-prone finance workflows so teams can stay lean and audit-ready. We do this by completing, logging, and reconciling the data work, including converting contracts to invoices, calculating overages, reconciling payments, and streamlining revenue recognition. We pride ourselves in our fast time to value. Dimely seamlessly slots into your existing workflows without requiring a rip and replace, meaning you'll immediately see results from Day 1. Stop spending hours on billing today! |
| Website | https://givefront.com | https://dimely.com/ |
| Positives |
"Really impressed with the features and ease of use."
Lazaro Yost - 5/5
|
"Easy to set up and get started. Very intuitive."
Scotty Aufderhar - 5/5
|
| Negatives |
"Overpriced for what you get. Better alternatives exist."
Fae Ullrich Jr. - 1/5
|
"Had to switch to a different solution after trying this."
Kay Stracke - 1/5
|
| Details | View Full Review → | View Full Review → |
| Feature | ||
|---|---|---|
| Rating |
3.8
|
3.8
|
| Reviews | 12 | 5 |
| Description |
The world’s most important organizations deserve the world’s best financial infrastructure. We’re here to make sure they do. At Givefront, we've built a modern financial management platform designed specifically for nonprofits. With real-time budgeting, built-in compliance, and easy integrations, we replace the spreadsheets and guesswork with smart, automated systems. By transforming financial operations from reactive to real-time, Givefront empowers nonprofits to control every dollar, protect every grant, and move their missions forward faster, with greater efficiency, transparency, and trust. |
Centauri AI is a modern ETL and Data Science platform for banks and investment firms, starting with Structured Finance. Financial firms heavily rely on Excel, PDF, and PPT files to exchange complex asset details, leading analysts to spend hours crunching the files and extracting insights. Moreover, these data files and reports cannot be easily reused due to poor data infrastructure. Powered by AI, our product cuts hours of data wrangling work down to minutes and makes it possible to query past data easily. This helps firms evaluate assets faster and win more deals. Since launching last month, we've started a pilot with a brokerage team at a public investment bank that now uses our product daily. Aiming to serve over 100,000 investment teams needing complex data analysis for alternative investments, this opens up a potential $5 billion market. |
| Website | https://givefront.com | https://centauri-ai.tech |
| Positives |
"Really impressed with the features and ease of use."
Lazaro Yost - 5/5
|
"Easy to set up and get started. Very intuitive."
Alden Beahan - 5/5
|
| Negatives |
"Overpriced for what you get. Better alternatives exist."
Fae Ullrich Jr. - 1/5
|
"Too complex for our needs. Not user-friendly."
Mr. Ezra Little - 1/5
|
| Details | View Full Review → | View Full Review → |
| Feature | ||
|---|---|---|
| Rating |
3.8
|
3.5
|
| Reviews | 12 | 4 |
| Description |
The world’s most important organizations deserve the world’s best financial infrastructure. We’re here to make sure they do. At Givefront, we've built a modern financial management platform designed specifically for nonprofits. With real-time budgeting, built-in compliance, and easy integrations, we replace the spreadsheets and guesswork with smart, automated systems. By transforming financial operations from reactive to real-time, Givefront empowers nonprofits to control every dollar, protect every grant, and move their missions forward faster, with greater efficiency, transparency, and trust. |
Intercept lets CPG brands challenge incorrect charges from retail chains. It ingests all of a brand’s fees across their retailer portals and emails, flags the fees that can be disputed, and automates away the mundane tasks involved in fee disputes. What previously took a team of people is now manageable by a single person. |
| Website | https://givefront.com | https://tryintercept.com/ |
| Positives |
"Really impressed with the features and ease of use."
Lazaro Yost - 5/5
|
"Fast, reliable, and constantly improving. Great product!"
Nicolas Effertz - 5/5
|
| Negatives |
"Overpriced for what you get. Better alternatives exist."
Fae Ullrich Jr. - 1/5
|
"The interface is confusing and needs improvement."
Carrie Lebsack - 2/5
|
| Details | View Full Review → | View Full Review → |
| Feature | ||
|---|---|---|
| Rating |
3.8
|
3.4
|
| Reviews | 12 | 5 |
| Description |
The world’s most important organizations deserve the world’s best financial infrastructure. We’re here to make sure they do. At Givefront, we've built a modern financial management platform designed specifically for nonprofits. With real-time budgeting, built-in compliance, and easy integrations, we replace the spreadsheets and guesswork with smart, automated systems. By transforming financial operations from reactive to real-time, Givefront empowers nonprofits to control every dollar, protect every grant, and move their missions forward faster, with greater efficiency, transparency, and trust. |
Revi helps Investment Banks, PE firms, and Corporate Development teams source new deals. We do this by using agentic workflows to replicate their end-to-end deal origination process, entirely removing the trade-off between precision and scalability. We released the first version of Revi in September 2023 and now have companies like KPMG and platforms backed by KKR and Nordic Capital using our product. |
| Website | https://givefront.com | https://www.revi.ai/ |
| Positives |
"Really impressed with the features and ease of use."
Lazaro Yost - 5/5
|
"Great tool! Exactly what we needed for our workflow."
Katharina Zemlak - 5/5
|
| Negatives |
"Overpriced for what you get. Better alternatives exist."
Fae Ullrich Jr. - 1/5
|
"Had to switch to a different solution after trying this."
Tanya Kertzmann - 2/5
|
| Details | View Full Review → | View Full Review → |
| Feature | ||
|---|---|---|
| Rating |
3.8
|
3.2
|
| Reviews | 12 | 5 |
| Description |
The world’s most important organizations deserve the world’s best financial infrastructure. We’re here to make sure they do. At Givefront, we've built a modern financial management platform designed specifically for nonprofits. With real-time budgeting, built-in compliance, and easy integrations, we replace the spreadsheets and guesswork with smart, automated systems. By transforming financial operations from reactive to real-time, Givefront empowers nonprofits to control every dollar, protect every grant, and move their missions forward faster, with greater efficiency, transparency, and trust. |
Fintechs, banks, and other institutions managing financial services face constant pressure to reduce costs, enhance customer experience, and ensure regulatory compliance. PathPilot provides the speed of pre-built AI agents combined with the flexibility of full customization. This enables internal teams to remain in full control, designing, deploying, and governing AI solutions independently, without reliance on external vendors. |
| Website | https://givefront.com | https://www.getpathpilot.com/ |
| Positives |
"Really impressed with the features and ease of use."
Lazaro Yost - 5/5
|
"Great price point for the features offered."
Camylle Zieme - 5/5
|
| Negatives |
"Overpriced for what you get. Better alternatives exist."
Fae Ullrich Jr. - 1/5
|
"Had to switch to a different solution after trying this."
Miss Chanel Dickens - 1/5
|
| Details | View Full Review → | View Full Review → |
| Feature | ||
|---|---|---|
| Rating |
3.8
|
3.2
|
| Reviews | 12 | 5 |
| Description |
The world’s most important organizations deserve the world’s best financial infrastructure. We’re here to make sure they do. At Givefront, we've built a modern financial management platform designed specifically for nonprofits. With real-time budgeting, built-in compliance, and easy integrations, we replace the spreadsheets and guesswork with smart, automated systems. By transforming financial operations from reactive to real-time, Givefront empowers nonprofits to control every dollar, protect every grant, and move their missions forward faster, with greater efficiency, transparency, and trust. |
Historically, quantitative models are domain specific. Brilliant people spend their best years testing features, tuning hyperparameters, and iterating architectures within a narrow domain. But scale is the panacea: large models will find patterns people, and specialized models, could not. Forecasting generalizes. Zoa trains cross-domain event forecasting engines. *Automating Iteration* LLMs, embedded in multi-agent optimization loops and evaluated against fixed policies, can automate the build-test-improve modeling cycle. Think AlphaEvolve for forecasting problems. *Sample-Efficient General Models* Today’s forecasting models are narrowly crafted with deep human priors. But larger models will outperform state-of-the-art specialized models. Unlike existing event models, our models leverage data from across contexts and rely less on human intuition. And compared to LLMs, our models are built with more inductive priors and rely more heavily on inference-time compute, improving sample efficiency. *Why It Matters* In the real economy, our models could be useful for forecasting supply chain volatility, energy supply and demand, even earthquake risk. Science is, Ian Hacking writes, the taming of chance. It is the process of iteratively updating priors (something like: identify uncertainty, conceive experiment to reduce uncertainty, execute, update). If science is uncertainty-reduction, forecasting is a critical measure of progress. Better forecasting improves our ability to select interesting experiments (roughly those with greatest expected uncertainty reduction) and update priors. Our models will be used by labs and academics in data-heavy domains. Sam's ex-girlfriend introduced him to Greg back at Carnegie Mellon in 2017, and while that relationship didn't last, their friendship has. After college, Greg went to Harvard Law School, while Sam worked for three years at Jane Street on their Options desk, building & leading a satellite dev team. |
| Website | https://givefront.com | https://zoaresearch.com |
| Positives |
"Really impressed with the features and ease of use."
Lazaro Yost - 5/5
|
"Excellent customer support and reliable service."
Wilson Fahey - 5/5
|
| Negatives |
"Overpriced for what you get. Better alternatives exist."
Fae Ullrich Jr. - 1/5
|
"The interface is confusing and needs improvement."
Jerod Williamson - 1/5
|
| Details | View Full Review → | View Full Review → |
| Feature |
D
|
|
|---|---|---|
| Rating |
3.8
|
3.8
|
| Reviews | 10 | 5 |
| Description |
Dimely builds AI agents for B2B SaaS finance teams. Our agents automate and bring visibility to time-consuming and error-prone finance workflows so teams can stay lean and audit-ready. We do this by completing, logging, and reconciling the data work, including converting contracts to invoices, calculating overages, reconciling payments, and streamlining revenue recognition. We pride ourselves in our fast time to value. Dimely seamlessly slots into your existing workflows without requiring a rip and replace, meaning you'll immediately see results from Day 1. Stop spending hours on billing today! |
Centauri AI is a modern ETL and Data Science platform for banks and investment firms, starting with Structured Finance. Financial firms heavily rely on Excel, PDF, and PPT files to exchange complex asset details, leading analysts to spend hours crunching the files and extracting insights. Moreover, these data files and reports cannot be easily reused due to poor data infrastructure. Powered by AI, our product cuts hours of data wrangling work down to minutes and makes it possible to query past data easily. This helps firms evaluate assets faster and win more deals. Since launching last month, we've started a pilot with a brokerage team at a public investment bank that now uses our product daily. Aiming to serve over 100,000 investment teams needing complex data analysis for alternative investments, this opens up a potential $5 billion market. |
| Website | https://dimely.com/ | https://centauri-ai.tech |
| Positives |
"Easy to set up and get started. Very intuitive."
Scotty Aufderhar - 5/5
|
"Easy to set up and get started. Very intuitive."
Alden Beahan - 5/5
|
| Negatives |
"Had to switch to a different solution after trying this."
Kay Stracke - 1/5
|
"Too complex for our needs. Not user-friendly."
Mr. Ezra Little - 1/5
|
| Details | View Full Review → | View Full Review → |
| Feature |
D
|
|
|---|---|---|
| Rating |
3.8
|
3.5
|
| Reviews | 10 | 4 |
| Description |
Dimely builds AI agents for B2B SaaS finance teams. Our agents automate and bring visibility to time-consuming and error-prone finance workflows so teams can stay lean and audit-ready. We do this by completing, logging, and reconciling the data work, including converting contracts to invoices, calculating overages, reconciling payments, and streamlining revenue recognition. We pride ourselves in our fast time to value. Dimely seamlessly slots into your existing workflows without requiring a rip and replace, meaning you'll immediately see results from Day 1. Stop spending hours on billing today! |
Intercept lets CPG brands challenge incorrect charges from retail chains. It ingests all of a brand’s fees across their retailer portals and emails, flags the fees that can be disputed, and automates away the mundane tasks involved in fee disputes. What previously took a team of people is now manageable by a single person. |
| Website | https://dimely.com/ | https://tryintercept.com/ |
| Positives |
"Easy to set up and get started. Very intuitive."
Scotty Aufderhar - 5/5
|
"Fast, reliable, and constantly improving. Great product!"
Nicolas Effertz - 5/5
|
| Negatives |
"Had to switch to a different solution after trying this."
Kay Stracke - 1/5
|
"The interface is confusing and needs improvement."
Carrie Lebsack - 2/5
|
| Details | View Full Review → | View Full Review → |
| Feature |
D
|
|
|---|---|---|
| Rating |
3.8
|
3.4
|
| Reviews | 10 | 5 |
| Description |
Dimely builds AI agents for B2B SaaS finance teams. Our agents automate and bring visibility to time-consuming and error-prone finance workflows so teams can stay lean and audit-ready. We do this by completing, logging, and reconciling the data work, including converting contracts to invoices, calculating overages, reconciling payments, and streamlining revenue recognition. We pride ourselves in our fast time to value. Dimely seamlessly slots into your existing workflows without requiring a rip and replace, meaning you'll immediately see results from Day 1. Stop spending hours on billing today! |
Revi helps Investment Banks, PE firms, and Corporate Development teams source new deals. We do this by using agentic workflows to replicate their end-to-end deal origination process, entirely removing the trade-off between precision and scalability. We released the first version of Revi in September 2023 and now have companies like KPMG and platforms backed by KKR and Nordic Capital using our product. |
| Website | https://dimely.com/ | https://www.revi.ai/ |
| Positives |
"Easy to set up and get started. Very intuitive."
Scotty Aufderhar - 5/5
|
"Great tool! Exactly what we needed for our workflow."
Katharina Zemlak - 5/5
|
| Negatives |
"Had to switch to a different solution after trying this."
Kay Stracke - 1/5
|
"Had to switch to a different solution after trying this."
Tanya Kertzmann - 2/5
|
| Details | View Full Review → | View Full Review → |
| Feature |
D
|
|
|---|---|---|
| Rating |
3.8
|
3.2
|
| Reviews | 10 | 5 |
| Description |
Dimely builds AI agents for B2B SaaS finance teams. Our agents automate and bring visibility to time-consuming and error-prone finance workflows so teams can stay lean and audit-ready. We do this by completing, logging, and reconciling the data work, including converting contracts to invoices, calculating overages, reconciling payments, and streamlining revenue recognition. We pride ourselves in our fast time to value. Dimely seamlessly slots into your existing workflows without requiring a rip and replace, meaning you'll immediately see results from Day 1. Stop spending hours on billing today! |
Fintechs, banks, and other institutions managing financial services face constant pressure to reduce costs, enhance customer experience, and ensure regulatory compliance. PathPilot provides the speed of pre-built AI agents combined with the flexibility of full customization. This enables internal teams to remain in full control, designing, deploying, and governing AI solutions independently, without reliance on external vendors. |
| Website | https://dimely.com/ | https://www.getpathpilot.com/ |
| Positives |
"Easy to set up and get started. Very intuitive."
Scotty Aufderhar - 5/5
|
"Great price point for the features offered."
Camylle Zieme - 5/5
|
| Negatives |
"Had to switch to a different solution after trying this."
Kay Stracke - 1/5
|
"Had to switch to a different solution after trying this."
Miss Chanel Dickens - 1/5
|
| Details | View Full Review → | View Full Review → |
| Feature |
D
|
|
|---|---|---|
| Rating |
3.8
|
3.2
|
| Reviews | 10 | 5 |
| Description |
Dimely builds AI agents for B2B SaaS finance teams. Our agents automate and bring visibility to time-consuming and error-prone finance workflows so teams can stay lean and audit-ready. We do this by completing, logging, and reconciling the data work, including converting contracts to invoices, calculating overages, reconciling payments, and streamlining revenue recognition. We pride ourselves in our fast time to value. Dimely seamlessly slots into your existing workflows without requiring a rip and replace, meaning you'll immediately see results from Day 1. Stop spending hours on billing today! |
Historically, quantitative models are domain specific. Brilliant people spend their best years testing features, tuning hyperparameters, and iterating architectures within a narrow domain. But scale is the panacea: large models will find patterns people, and specialized models, could not. Forecasting generalizes. Zoa trains cross-domain event forecasting engines. *Automating Iteration* LLMs, embedded in multi-agent optimization loops and evaluated against fixed policies, can automate the build-test-improve modeling cycle. Think AlphaEvolve for forecasting problems. *Sample-Efficient General Models* Today’s forecasting models are narrowly crafted with deep human priors. But larger models will outperform state-of-the-art specialized models. Unlike existing event models, our models leverage data from across contexts and rely less on human intuition. And compared to LLMs, our models are built with more inductive priors and rely more heavily on inference-time compute, improving sample efficiency. *Why It Matters* In the real economy, our models could be useful for forecasting supply chain volatility, energy supply and demand, even earthquake risk. Science is, Ian Hacking writes, the taming of chance. It is the process of iteratively updating priors (something like: identify uncertainty, conceive experiment to reduce uncertainty, execute, update). If science is uncertainty-reduction, forecasting is a critical measure of progress. Better forecasting improves our ability to select interesting experiments (roughly those with greatest expected uncertainty reduction) and update priors. Our models will be used by labs and academics in data-heavy domains. Sam's ex-girlfriend introduced him to Greg back at Carnegie Mellon in 2017, and while that relationship didn't last, their friendship has. After college, Greg went to Harvard Law School, while Sam worked for three years at Jane Street on their Options desk, building & leading a satellite dev team. |
| Website | https://dimely.com/ | https://zoaresearch.com |
| Positives |
"Easy to set up and get started. Very intuitive."
Scotty Aufderhar - 5/5
|
"Excellent customer support and reliable service."
Wilson Fahey - 5/5
|
| Negatives |
"Had to switch to a different solution after trying this."
Kay Stracke - 1/5
|
"The interface is confusing and needs improvement."
Jerod Williamson - 1/5
|
| Details | View Full Review → | View Full Review → |
| Feature | ||
|---|---|---|
| Rating |
3.8
|
3.5
|
| Reviews | 5 | 4 |
| Description |
Centauri AI is a modern ETL and Data Science platform for banks and investment firms, starting with Structured Finance. Financial firms heavily rely on Excel, PDF, and PPT files to exchange complex asset details, leading analysts to spend hours crunching the files and extracting insights. Moreover, these data files and reports cannot be easily reused due to poor data infrastructure. Powered by AI, our product cuts hours of data wrangling work down to minutes and makes it possible to query past data easily. This helps firms evaluate assets faster and win more deals. Since launching last month, we've started a pilot with a brokerage team at a public investment bank that now uses our product daily. Aiming to serve over 100,000 investment teams needing complex data analysis for alternative investments, this opens up a potential $5 billion market. |
Intercept lets CPG brands challenge incorrect charges from retail chains. It ingests all of a brand’s fees across their retailer portals and emails, flags the fees that can be disputed, and automates away the mundane tasks involved in fee disputes. What previously took a team of people is now manageable by a single person. |
| Website | https://centauri-ai.tech | https://tryintercept.com/ |
| Positives |
"Easy to set up and get started. Very intuitive."
Alden Beahan - 5/5
|
"Fast, reliable, and constantly improving. Great product!"
Nicolas Effertz - 5/5
|
| Negatives |
"Too complex for our needs. Not user-friendly."
Mr. Ezra Little - 1/5
|
"The interface is confusing and needs improvement."
Carrie Lebsack - 2/5
|
| Details | View Full Review → | View Full Review → |
Centauri AI vs Revi
| Feature | ||
|---|---|---|
| Rating |
3.8
|
3.4
|
| Reviews | 5 | 5 |
| Description |
Centauri AI is a modern ETL and Data Science platform for banks and investment firms, starting with Structured Finance. Financial firms heavily rely on Excel, PDF, and PPT files to exchange complex asset details, leading analysts to spend hours crunching the files and extracting insights. Moreover, these data files and reports cannot be easily reused due to poor data infrastructure. Powered by AI, our product cuts hours of data wrangling work down to minutes and makes it possible to query past data easily. This helps firms evaluate assets faster and win more deals. Since launching last month, we've started a pilot with a brokerage team at a public investment bank that now uses our product daily. Aiming to serve over 100,000 investment teams needing complex data analysis for alternative investments, this opens up a potential $5 billion market. |
Revi helps Investment Banks, PE firms, and Corporate Development teams source new deals. We do this by using agentic workflows to replicate their end-to-end deal origination process, entirely removing the trade-off between precision and scalability. We released the first version of Revi in September 2023 and now have companies like KPMG and platforms backed by KKR and Nordic Capital using our product. |
| Website | https://centauri-ai.tech | https://www.revi.ai/ |
| Positives |
"Easy to set up and get started. Very intuitive."
Alden Beahan - 5/5
|
"Great tool! Exactly what we needed for our workflow."
Katharina Zemlak - 5/5
|
| Negatives |
"Too complex for our needs. Not user-friendly."
Mr. Ezra Little - 1/5
|
"Had to switch to a different solution after trying this."
Tanya Kertzmann - 2/5
|
| Details | View Full Review → | View Full Review → |
| Feature | ||
|---|---|---|
| Rating |
3.8
|
3.2
|
| Reviews | 5 | 5 |
| Description |
Centauri AI is a modern ETL and Data Science platform for banks and investment firms, starting with Structured Finance. Financial firms heavily rely on Excel, PDF, and PPT files to exchange complex asset details, leading analysts to spend hours crunching the files and extracting insights. Moreover, these data files and reports cannot be easily reused due to poor data infrastructure. Powered by AI, our product cuts hours of data wrangling work down to minutes and makes it possible to query past data easily. This helps firms evaluate assets faster and win more deals. Since launching last month, we've started a pilot with a brokerage team at a public investment bank that now uses our product daily. Aiming to serve over 100,000 investment teams needing complex data analysis for alternative investments, this opens up a potential $5 billion market. |
Fintechs, banks, and other institutions managing financial services face constant pressure to reduce costs, enhance customer experience, and ensure regulatory compliance. PathPilot provides the speed of pre-built AI agents combined with the flexibility of full customization. This enables internal teams to remain in full control, designing, deploying, and governing AI solutions independently, without reliance on external vendors. |
| Website | https://centauri-ai.tech | https://www.getpathpilot.com/ |
| Positives |
"Easy to set up and get started. Very intuitive."
Alden Beahan - 5/5
|
"Great price point for the features offered."
Camylle Zieme - 5/5
|
| Negatives |
"Too complex for our needs. Not user-friendly."
Mr. Ezra Little - 1/5
|
"Had to switch to a different solution after trying this."
Miss Chanel Dickens - 1/5
|
| Details | View Full Review → | View Full Review → |
| Feature | ||
|---|---|---|
| Rating |
3.8
|
3.2
|
| Reviews | 5 | 5 |
| Description |
Centauri AI is a modern ETL and Data Science platform for banks and investment firms, starting with Structured Finance. Financial firms heavily rely on Excel, PDF, and PPT files to exchange complex asset details, leading analysts to spend hours crunching the files and extracting insights. Moreover, these data files and reports cannot be easily reused due to poor data infrastructure. Powered by AI, our product cuts hours of data wrangling work down to minutes and makes it possible to query past data easily. This helps firms evaluate assets faster and win more deals. Since launching last month, we've started a pilot with a brokerage team at a public investment bank that now uses our product daily. Aiming to serve over 100,000 investment teams needing complex data analysis for alternative investments, this opens up a potential $5 billion market. |
Historically, quantitative models are domain specific. Brilliant people spend their best years testing features, tuning hyperparameters, and iterating architectures within a narrow domain. But scale is the panacea: large models will find patterns people, and specialized models, could not. Forecasting generalizes. Zoa trains cross-domain event forecasting engines. *Automating Iteration* LLMs, embedded in multi-agent optimization loops and evaluated against fixed policies, can automate the build-test-improve modeling cycle. Think AlphaEvolve for forecasting problems. *Sample-Efficient General Models* Today’s forecasting models are narrowly crafted with deep human priors. But larger models will outperform state-of-the-art specialized models. Unlike existing event models, our models leverage data from across contexts and rely less on human intuition. And compared to LLMs, our models are built with more inductive priors and rely more heavily on inference-time compute, improving sample efficiency. *Why It Matters* In the real economy, our models could be useful for forecasting supply chain volatility, energy supply and demand, even earthquake risk. Science is, Ian Hacking writes, the taming of chance. It is the process of iteratively updating priors (something like: identify uncertainty, conceive experiment to reduce uncertainty, execute, update). If science is uncertainty-reduction, forecasting is a critical measure of progress. Better forecasting improves our ability to select interesting experiments (roughly those with greatest expected uncertainty reduction) and update priors. Our models will be used by labs and academics in data-heavy domains. Sam's ex-girlfriend introduced him to Greg back at Carnegie Mellon in 2017, and while that relationship didn't last, their friendship has. After college, Greg went to Harvard Law School, while Sam worked for three years at Jane Street on their Options desk, building & leading a satellite dev team. |
| Website | https://centauri-ai.tech | https://zoaresearch.com |
| Positives |
"Easy to set up and get started. Very intuitive."
Alden Beahan - 5/5
|
"Excellent customer support and reliable service."
Wilson Fahey - 5/5
|
| Negatives |
"Too complex for our needs. Not user-friendly."
Mr. Ezra Little - 1/5
|
"The interface is confusing and needs improvement."
Jerod Williamson - 1/5
|
| Details | View Full Review → | View Full Review → |
| Feature | ||
|---|---|---|
| Rating |
3.5
|
3.4
|
| Reviews | 4 | 5 |
| Description |
Intercept lets CPG brands challenge incorrect charges from retail chains. It ingests all of a brand’s fees across their retailer portals and emails, flags the fees that can be disputed, and automates away the mundane tasks involved in fee disputes. What previously took a team of people is now manageable by a single person. |
Revi helps Investment Banks, PE firms, and Corporate Development teams source new deals. We do this by using agentic workflows to replicate their end-to-end deal origination process, entirely removing the trade-off between precision and scalability. We released the first version of Revi in September 2023 and now have companies like KPMG and platforms backed by KKR and Nordic Capital using our product. |
| Website | https://tryintercept.com/ | https://www.revi.ai/ |
| Positives |
"Fast, reliable, and constantly improving. Great product!"
Nicolas Effertz - 5/5
|
"Great tool! Exactly what we needed for our workflow."
Katharina Zemlak - 5/5
|
| Negatives |
"The interface is confusing and needs improvement."
Carrie Lebsack - 2/5
|
"Had to switch to a different solution after trying this."
Tanya Kertzmann - 2/5
|
| Details | View Full Review → | View Full Review → |
| Feature | ||
|---|---|---|
| Rating |
3.5
|
3.2
|
| Reviews | 4 | 5 |
| Description |
Intercept lets CPG brands challenge incorrect charges from retail chains. It ingests all of a brand’s fees across their retailer portals and emails, flags the fees that can be disputed, and automates away the mundane tasks involved in fee disputes. What previously took a team of people is now manageable by a single person. |
Fintechs, banks, and other institutions managing financial services face constant pressure to reduce costs, enhance customer experience, and ensure regulatory compliance. PathPilot provides the speed of pre-built AI agents combined with the flexibility of full customization. This enables internal teams to remain in full control, designing, deploying, and governing AI solutions independently, without reliance on external vendors. |
| Website | https://tryintercept.com/ | https://www.getpathpilot.com/ |
| Positives |
"Fast, reliable, and constantly improving. Great product!"
Nicolas Effertz - 5/5
|
"Great price point for the features offered."
Camylle Zieme - 5/5
|
| Negatives |
"The interface is confusing and needs improvement."
Carrie Lebsack - 2/5
|
"Had to switch to a different solution after trying this."
Miss Chanel Dickens - 1/5
|
| Details | View Full Review → | View Full Review → |
| Feature | ||
|---|---|---|
| Rating |
3.5
|
3.2
|
| Reviews | 4 | 5 |
| Description |
Intercept lets CPG brands challenge incorrect charges from retail chains. It ingests all of a brand’s fees across their retailer portals and emails, flags the fees that can be disputed, and automates away the mundane tasks involved in fee disputes. What previously took a team of people is now manageable by a single person. |
Historically, quantitative models are domain specific. Brilliant people spend their best years testing features, tuning hyperparameters, and iterating architectures within a narrow domain. But scale is the panacea: large models will find patterns people, and specialized models, could not. Forecasting generalizes. Zoa trains cross-domain event forecasting engines. *Automating Iteration* LLMs, embedded in multi-agent optimization loops and evaluated against fixed policies, can automate the build-test-improve modeling cycle. Think AlphaEvolve for forecasting problems. *Sample-Efficient General Models* Today’s forecasting models are narrowly crafted with deep human priors. But larger models will outperform state-of-the-art specialized models. Unlike existing event models, our models leverage data from across contexts and rely less on human intuition. And compared to LLMs, our models are built with more inductive priors and rely more heavily on inference-time compute, improving sample efficiency. *Why It Matters* In the real economy, our models could be useful for forecasting supply chain volatility, energy supply and demand, even earthquake risk. Science is, Ian Hacking writes, the taming of chance. It is the process of iteratively updating priors (something like: identify uncertainty, conceive experiment to reduce uncertainty, execute, update). If science is uncertainty-reduction, forecasting is a critical measure of progress. Better forecasting improves our ability to select interesting experiments (roughly those with greatest expected uncertainty reduction) and update priors. Our models will be used by labs and academics in data-heavy domains. Sam's ex-girlfriend introduced him to Greg back at Carnegie Mellon in 2017, and while that relationship didn't last, their friendship has. After college, Greg went to Harvard Law School, while Sam worked for three years at Jane Street on their Options desk, building & leading a satellite dev team. |
| Website | https://tryintercept.com/ | https://zoaresearch.com |
| Positives |
"Fast, reliable, and constantly improving. Great product!"
Nicolas Effertz - 5/5
|
"Excellent customer support and reliable service."
Wilson Fahey - 5/5
|
| Negatives |
"The interface is confusing and needs improvement."
Carrie Lebsack - 2/5
|
"The interface is confusing and needs improvement."
Jerod Williamson - 1/5
|
| Details | View Full Review → | View Full Review → |
| Feature | ||
|---|---|---|
| Rating |
3.4
|
3.2
|
| Reviews | 5 | 5 |
| Description |
Revi helps Investment Banks, PE firms, and Corporate Development teams source new deals. We do this by using agentic workflows to replicate their end-to-end deal origination process, entirely removing the trade-off between precision and scalability. We released the first version of Revi in September 2023 and now have companies like KPMG and platforms backed by KKR and Nordic Capital using our product. |
Fintechs, banks, and other institutions managing financial services face constant pressure to reduce costs, enhance customer experience, and ensure regulatory compliance. PathPilot provides the speed of pre-built AI agents combined with the flexibility of full customization. This enables internal teams to remain in full control, designing, deploying, and governing AI solutions independently, without reliance on external vendors. |
| Website | https://www.revi.ai/ | https://www.getpathpilot.com/ |
| Positives |
"Great tool! Exactly what we needed for our workflow."
Katharina Zemlak - 5/5
|
"Great price point for the features offered."
Camylle Zieme - 5/5
|
| Negatives |
"Had to switch to a different solution after trying this."
Tanya Kertzmann - 2/5
|
"Had to switch to a different solution after trying this."
Miss Chanel Dickens - 1/5
|
| Details | View Full Review → | View Full Review → |
Revi vs Zoa Research
| Feature | ||
|---|---|---|
| Rating |
3.4
|
3.2
|
| Reviews | 5 | 5 |
| Description |
Revi helps Investment Banks, PE firms, and Corporate Development teams source new deals. We do this by using agentic workflows to replicate their end-to-end deal origination process, entirely removing the trade-off between precision and scalability. We released the first version of Revi in September 2023 and now have companies like KPMG and platforms backed by KKR and Nordic Capital using our product. |
Historically, quantitative models are domain specific. Brilliant people spend their best years testing features, tuning hyperparameters, and iterating architectures within a narrow domain. But scale is the panacea: large models will find patterns people, and specialized models, could not. Forecasting generalizes. Zoa trains cross-domain event forecasting engines. *Automating Iteration* LLMs, embedded in multi-agent optimization loops and evaluated against fixed policies, can automate the build-test-improve modeling cycle. Think AlphaEvolve for forecasting problems. *Sample-Efficient General Models* Today’s forecasting models are narrowly crafted with deep human priors. But larger models will outperform state-of-the-art specialized models. Unlike existing event models, our models leverage data from across contexts and rely less on human intuition. And compared to LLMs, our models are built with more inductive priors and rely more heavily on inference-time compute, improving sample efficiency. *Why It Matters* In the real economy, our models could be useful for forecasting supply chain volatility, energy supply and demand, even earthquake risk. Science is, Ian Hacking writes, the taming of chance. It is the process of iteratively updating priors (something like: identify uncertainty, conceive experiment to reduce uncertainty, execute, update). If science is uncertainty-reduction, forecasting is a critical measure of progress. Better forecasting improves our ability to select interesting experiments (roughly those with greatest expected uncertainty reduction) and update priors. Our models will be used by labs and academics in data-heavy domains. Sam's ex-girlfriend introduced him to Greg back at Carnegie Mellon in 2017, and while that relationship didn't last, their friendship has. After college, Greg went to Harvard Law School, while Sam worked for three years at Jane Street on their Options desk, building & leading a satellite dev team. |
| Website | https://www.revi.ai/ | https://zoaresearch.com |
| Positives |
"Great tool! Exactly what we needed for our workflow."
Katharina Zemlak - 5/5
|
"Excellent customer support and reliable service."
Wilson Fahey - 5/5
|
| Negatives |
"Had to switch to a different solution after trying this."
Tanya Kertzmann - 2/5
|
"The interface is confusing and needs improvement."
Jerod Williamson - 1/5
|
| Details | View Full Review → | View Full Review → |
| Feature | ||
|---|---|---|
| Rating |
3.2
|
3.2
|
| Reviews | 5 | 5 |
| Description |
Fintechs, banks, and other institutions managing financial services face constant pressure to reduce costs, enhance customer experience, and ensure regulatory compliance. PathPilot provides the speed of pre-built AI agents combined with the flexibility of full customization. This enables internal teams to remain in full control, designing, deploying, and governing AI solutions independently, without reliance on external vendors. |
Historically, quantitative models are domain specific. Brilliant people spend their best years testing features, tuning hyperparameters, and iterating architectures within a narrow domain. But scale is the panacea: large models will find patterns people, and specialized models, could not. Forecasting generalizes. Zoa trains cross-domain event forecasting engines. *Automating Iteration* LLMs, embedded in multi-agent optimization loops and evaluated against fixed policies, can automate the build-test-improve modeling cycle. Think AlphaEvolve for forecasting problems. *Sample-Efficient General Models* Today’s forecasting models are narrowly crafted with deep human priors. But larger models will outperform state-of-the-art specialized models. Unlike existing event models, our models leverage data from across contexts and rely less on human intuition. And compared to LLMs, our models are built with more inductive priors and rely more heavily on inference-time compute, improving sample efficiency. *Why It Matters* In the real economy, our models could be useful for forecasting supply chain volatility, energy supply and demand, even earthquake risk. Science is, Ian Hacking writes, the taming of chance. It is the process of iteratively updating priors (something like: identify uncertainty, conceive experiment to reduce uncertainty, execute, update). If science is uncertainty-reduction, forecasting is a critical measure of progress. Better forecasting improves our ability to select interesting experiments (roughly those with greatest expected uncertainty reduction) and update priors. Our models will be used by labs and academics in data-heavy domains. Sam's ex-girlfriend introduced him to Greg back at Carnegie Mellon in 2017, and while that relationship didn't last, their friendship has. After college, Greg went to Harvard Law School, while Sam worked for three years at Jane Street on their Options desk, building & leading a satellite dev team. |
| Website | https://www.getpathpilot.com/ | https://zoaresearch.com |
| Positives |
"Great price point for the features offered."
Camylle Zieme - 5/5
|
"Excellent customer support and reliable service."
Wilson Fahey - 5/5
|
| Negatives |
"Had to switch to a different solution after trying this."
Miss Chanel Dickens - 1/5
|
"The interface is confusing and needs improvement."
Jerod Williamson - 1/5
|
| Details | View Full Review → | View Full Review → |