AI App to Production

Built something with AI? We turn prototypes and AI-generated apps into secure, scalable, production-ready systems.

AI tools make it possible to build a working app in days, but a prototype is not a product. Intuware takes applications built with AI assistants and low-code tools and makes them production-ready: sound architecture, real security, automated testing, and infrastructure that scales with your users. We have already delivered more than ten AI-built applications to production. You keep the speed of AI-driven development, and we add the engineering rigor to ship it with confidence.

What we offer

Architecture review and pragmatic refactoring, without unnecessary rewrites
Security hardening: auth, secrets, and data handling
Automated testing and CI/CD pipelines
Deployment, observability, and cost-aware scaling

Architecture & Code Review

We start by understanding what the AI built: we map the codebase, identify structural risks, hidden coupling, and missing boundaries, and assess data models and dependency choices. Then we refactor pragmatically, keeping the functionality you already have while restructuring the parts that would break under real load, real users, or a growing team. The result is a maintainable foundation without a costly rewrite.

Security, Testing & CI/CD

Prototype code often ships with hardcoded secrets, permissive access rules, and no tests. We harden authentication and authorization, fix data-handling and secrets management, and add the automated test suites and CI/CD pipelines that catch regressions before your users do. Every change from here on is built, tested, and deployed the same reliable way.

Launch & Operate

Production readiness extends past the code. We set up deployment environments, logging, metrics, and alerting so you can see what your app is doing and scale it without surprise cloud bills. We document the system and either hand it over to your team or stay on for ongoing support, whichever fits your stage.

Ready to get started with AI App to Production?