From AI prototype to production
AI app builders are excellent for speed. We handle what comes next: hardening, a maintainable stack, and handoff-ready structure so you’re not stuck between a demo and a real product.
Why teams call us after shipping
The prototype works in demo, but production means real authentication boundaries, data handling, deploy pipelines, and code organization that future developers can follow. We close those gaps without throwing away what you built.
What we typically do
Security-focused fixes and configuration cleanup, production-oriented environment setup, and documentation and scaffolding so hiring or outsourcing is straightforward. We also support technical GDPR/CCPA readiness patterns—your counsel owns legal interpretation.
Works with any AI builder
Frequently asked questions
- Do you rewrite the app from scratch?
- Rarely. The goal is to productionize what you have: targeted refactors, configuration, and hardening—not a greenfield rebuild unless the situation truly requires it.
- Can you work without access to the original builder?
- Yes. We typically work from your Git repository (GitHub, GitLab, or a clean export) and your notes on deploy and users.
Next step
Tell us what you built and what you're worried about. We map audit vs sprint and timeline on a short call.