How we built an AI that designs a storefront from a logo, runs it from live shopper behavior, and learns what sells — with the merchant as the human-in-the-loop.

Built for the Global AI Hackathon with Qwen Cloud — Track 4: Autopilot Agent.

The problem: running a store is a full-time job

Every small merchant hits the same wall. Building an online store is work. But running it — noticing what's selling, reacting to how shoppers behave, launching the right promo at the right moment, and knowing whether any of it actually worked — is a job nobody has time for.

The current wave of "AI for commerce" doesn't fix this. It bolts a chatbot onto a dashboard. You still ask. You still decide. You still do everything.