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CommodityAI builds intelligent automation agents for some of the most operationally complex businesses in the world: physical commodity traders. In trading operations, critical data is often buried in spreadsheets, emails, PDFs, and legacy systems, making workflows slow, error-prone, and overly manual. CommodityAI acts as a digital operator, continuously reading, interpreting, and updating information across the trade lifecycle to keep records accurate and systems in sync. Our agents extract and validate key details from trade confirmations, contracts, vessel updates, and more, turning scattered, unstructured data into clean, structured records that flow directly into CTRMs, ERPs, and other core platforms. No manual entry required. By automating what others still do by hand, we help trading teams move faster, reduce risk, and focus on the decisions that matter most.

Pax uses AI to automate tariff refunds (aka duty drawback) for retailers and manufacturers. We launched 4 weeks ago and have ~$200K in contracts. Each year, 80% of eligible refunds, equivalent to $15B, go unclaimed. Pax is the first AI-powered broker helping brands under $50M reclaim 3-5% of their revenue. Our algorithms generate 15% more refunds than the industry leader and reduce processing time by 99% with AI. We are two technical founders: Penny got her PhD from MIT and, and was a former research scientist at Amazon & Flexport, where I encountered the problem firsthand. Chris is a second-time founder and former software engineer at Amazon, Brex, and TikTok.