Prototype to Production
You have used AI to build something real and got most of the way there. We review it, fix what won't survive real users, and get it safely to production, or build the rest of it with you.
- A full review of an AI-built codebase, what is solid, what will bite you, and what is missing
- Hardening for the real world, security, data handling, error cases, and the things demos skip
- Deployment done properly, CI/CD and infrastructure you can actually afford to run
- A straight answer on what "production-ready" means for your project, and the hands to get there
What this is
AI tools have made it possible to get a long way without a technical background. You describe what you want, and you end up with something that runs, demos well, and feels close to done. Then the last mile turns out to be the hard part: it breaks on real input, you're not sure whether it's secure, and getting it live (and keeping it live) is a different skill entirely.
That's where we come in. We take what you've built and get it the rest of the way: reviewed, hardened, deployed, and safe to put in front of real users. Sometimes that's a focused review and a deploy. Sometimes it's rebuilding the parts that won't hold up. Either way, you keep ownership of what you made.
How we work
We start by understanding what you have and what you actually need it to do. Then we're honest about the gap: what's genuinely fine, what needs fixing before anyone relies on it, and what's missing entirely. We don't rewrite things that already work just to put our stamp on them.
From there we do the unglamorous parts that turn a working prototype into a real product: handling the inputs and edge cases the happy path ignored, getting security and data right, and setting up deployment, monitoring, and CI so shipping a change is boring instead of frightening. If you want to keep building afterwards, we leave you something you can actually maintain.
Good fit if
- You've built something with AI that works, and you're stuck on the gap between "it runs on my machine" and "real people depend on it".
- You want an honest, experienced review before you launch, not a sales pitch for a rebuild you don't need.
- You want engineers who can either finish the last mile for you, or tell you exactly what it takes to do it yourself.