AI Prototype to Production

AI coding tools make it quick to get a working prototype in front of people, but the code they produce is rarely ready for real customers, real data or real traffic.

I review what you've built, keep what works, and turn it into secure, tested and maintainable software that you can confidently put in front of users and keep building on.

Email me about your project

How I can help

  • Reviewing AI-generated code for security holes, bugs and shortcuts
  • Restructuring the code into a clean, maintainable architecture
  • Adding proper authentication, authorisation and data protection
  • Writing automated tests and setting up CI/CD pipelines
  • Hosting on Microsoft Azure with logging and monitoring
  • Improving performance so it holds up under real-world use

How I work

1. Review

I go through your prototype and give you a plain-English report on what's solid, what's risky and what needs rebuilding.

2. Plan

We agree the priorities, scope and timescales so you know exactly what you're getting before any work starts.

3. Rebuild & harden

I work through the plan in small iterations, with regular demos so you can see progress and give feedback.

4. Launch & hand over

I deploy to production, set up monitoring and make sure you or your team can maintain it going forward.

Relevant experience

  • Regency Glass – AI development consulting to convert AI-generated proofs of concept into production-ready solutions

See my full portfolio

Other services

Have a project in mind?

Tell me what you need and I'll get back to you to talk it through.

Email me about your project

or email hello@blueprint-digital.com