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Hamming automates the QA of voice agents. (both pre-deployment testing and post-deployment analytics) Making voice AI agents reliable is hard. A small change in prompts, function call definitions, or model providers can cause large changes in LLM outputs. We have a proven track record of helping enterprises win with AI. Sumanyu (CEO) previously helped Citizen (safety app) grow its users by 4X and grew an AI-powered sales program to 100s of millions in revenue/year at Tesla. Our eng team ranks #1 on https://workweave.ai/

Lighthouz AI's AI agents solve the biggest problems in logistics - AR and AP! 3PLs, brokers, factors, and carriers lose billions every year to slow invoicing, manual invoice audits, and billing disputes. Manual AP & AR processes create errors, disputes, cash flow bottlenecks, late fees —hurting everyone in the logistics supply chain. 🚛 The Problem: - Factors: Auditing and verifying carrier invoices, timely invoicing - 3PLs & Brokers: Verifying carrier invoices, creating own invoices, and handling disputes and chargebacks. - Carriers: Timely invoicing, Submitting correct and complete paperwork, Dealing with late payments, incorrect deductions, and manual paperwork. - Shippers: Struggling with invoice error identification and resolution, delaying payments. 📉 The Impact: The U.S. freight industry processes over $1.2 trillion in transactions annually, yet 25% of freight invoices contain errors, leading to payment disputes and delays. 🔹 Our Solution is an AI agent that automates invoice audits, rate verifications, invoicing, and collections in the logistics industry. With Lighthouz AI agents, businesses 10x their AR and AP processes.