Blog

Thinking out loud on integration architecture, AI in logistics, and building technology that actually ships.

Integration|6 min read

"The reports of my death are greatly exaggerated" - EDI

APIs get all the buzz, but the majority of B2B supply chain transactions still move over EDI. The companies winning aren't choosing sides. They're converging both into a single integration layer, and AI is accelerating the shift.

February 18, 2026Read →
eCommerce|8 min read

Why Your Receiving Accuracy Is Driving Amazon Chargebacks

Vendors typically lose 2 to 5% of revenue to Amazon chargebacks and shortage claims. Most of it traces back to the same root cause: what you shipped and what your ASN said don't match. Here's how to close that gap.

April 18, 2026Read →