We just recently hosted our first customer conference and the one thing we heard time and time again came down to, "how do we get our people to adopt this change?"
loopaiplatform
@loopaiplatform
Unlocking value trapped in operations powering the physical economy.
- LLMs don't know that one carrier's "Document Charge" is actually a cross-border processing fee. Or that a specific invoice issuer always writes the wrong year on the date field. Experienced auditors know this. Our models didn't... at. first. Here's how we closed that gap: 🧵
- Today we launched the Logistics Data Platform. Here's the problem it solves—and why we went this route to solve it. 🧵
- Loop has been named a 2026 Top 100 Logistics & Supply Chain Technology Provider by @ILMagazine. Proud to be building technology that helps teams make sense of complex, fragmented supply chains.
- A single PDF invoice on our platform triggers 50+ processing tasks and ~100M Kafka events/day. We were managing it with 40+ static ECS instances and a weekly bin-packing script. It was a mess. So we built a consumer proxy in Go. 330+ consumer groups now run on a single 4CPU/8GB
