AI helps sellers predict demand and stock smarter Most e-commerce sellers I talk to are sitting on one of two problems: too much of the wrong stuff, or stockouts on the things that are actually moving. Sometimes both, at the same time, in the same warehouse. That's a forecasting problem, and it's been around longer than the internet. What's changed is that AI is genuinely useful now for shrinking it — if you use it for the right things. Where it earns its keep is in velocity

There's a version of this conversation happening in every DC right now, usually in a conference room with a vendor on a screen saying something like 'AI-native end-to-end solution' while someone in the back is quietly wondering if they're supposed to scrap everything they've built. They're not. Your ERP already knows a lot. It knows your fill rates, your lead times, your cycle count history, which SKUs you always seem to short, which supplier always ships 3% light. What it do