Simsa

Built an app with AI? Make sure it actually works.

From fast AI-built drafts to product work you can trust.

AI coding tools can build a first version fast. Simsa checks whether that result does what you asked — and helps you decide what to accept, fix, or run again, with evidence.

Simsa is in open beta — everything is free while we build it out. You'd be one of the early members, and what you run shapes what it becomes.

Start from anything

Bring an idea, a product brief, a product link, a code home (GitHub), a submitted code change, or an AI-built app. Simsa turns it into a step-by-step checking flow.

IdeaProduct briefProduct linkCode home (GitHub)Code change (PR)AI-built app

What Simsa gives you

Left alone, AI-built output stays at "it seems to work." Simsa turns it into results you can check, compare, and stand behind.

  • A clear picture of your product
  • Checking items (what "done" means)
  • A step-by-step plan
  • Evidence for every check
  • Accept / fix / re-run decisions
  • Ready-to-ship status

How a check runs

  1. See what you have. An idea, a brief, code, or an AI-built draft.
  2. Turn it into checking items. The things the result has to get right.
  3. Check the result against them. With evidence, not gut feeling.
  4. Decide: accept, fix, or run again. Compare runs and choose.
  5. Keep the evidence and history. So every decision stays reviewable.

For everyone building with AI

You don't need to be a developer. Founders, planners, and teams use Simsa to put a checking layer on top of fast AI-built drafts — so you can tell what's actually ready.

For partnership inquiries, contact the team.

seunghunbae@b2w.kr

Join the open beta

No waitlist, no invite code — bring an idea, a brief, or an AI-built app and start checking it today. Everything is free during the beta.

Being early matters here: the checks beta members run are what teach Simsa which failures actually happen in AI-built apps. If something feels off or missing, tell us — we read every note.