I manage $31M a year in Amazon saleswith one human and a team of AI.

Most agencies scale with headcount. I scaled with AI I built myself.

I'm Sean Stone. I run Spillover Commerce — an Amazon ads agency that manages $31M a year in sales across 11 brands. It's one human (me) and a team of AI I build and wire together myself: ad optimization, margin analysis, inventory, reporting.

This is the build log — the agents, the workflows, the real numbers from real accounts, and everything that breaks along the way. If you want to see what actually running a business on AI looks like (not another "top 5 AI tools" video), you're in the right place.