Most AI builders stop at the build. Ours starts before it and keeps going after: the Discovery team researches trends, social discussions, Q&A sites, and vertical data until it can write an Opportunity Brief — a concrete product idea with evidence and an MVP scope. Every brief carries a "Build this" button, and pressing it hands the brief to the Builder team.
The six teams
| Team | What it does | Hands your product to |
|---|---|---|
| Discovery | Researches trends, social discussions, Q&A sites, and vertical data into evidence-backed Opportunity Briefs | Builder |
| Builder | Plans, builds, and verifies websites, web apps, games, mobile and desktop apps, and extensions | Ship |
| Ship | One-click web publishing, native packaging, app-store submission through your own accounts | Optimize |
| Optimize | Ingests real Search Console / Analytics / store data daily and turns gaps into fixes | the loop |
| Marketing | Drafts platform-native posts (Reddit, X, Quora, Medium, LinkedIn, Facebook/Instagram) | you, for approval |
| Ads | Plans paid campaigns and drafts creative & targeting — budgets stay manual by design | you, for approval |
Verification is the point
The builder plans, builds, and — this is the part we're most proud of — verifies. Code review, a security audit, link and SEO checks, accessibility testing; the agents fix what the verifiers find before you ever see the build. (There's a whole post on this: How builds verify themselves.) Then the Ship team takes over: one-click web publishing, native packaging for Android and desktop, and store submission through your own developer accounts.
Closing the loop
After shipping, the loop closes. The Optimize team ingests your real Search Console, Analytics, and store data daily and turns gaps into actions. The Marketing and Ads teams draft platform-native promotion — always shown to you before anything goes out.
What "autonomous" actually means
Every team runs in three modes: once, manually on demand, or scheduled autonomous mode. Autonomous mode is the loop running without you — research feeding builds feeding shipping feeding optimization — until you tell it to stop.