3-week sprint • Engagements start at $5,000 • Limited capacity per quarter

From AI Prototype to Production

We turn fragile AI demos into stable, production-ready software — so you can grow with confidence.

Apply for AI Stabilization See how it works

Most AI prototypes aren't built for real users.

•It works in a demo, then breaks under real usage.
•Small changes cause unexpected failures.
•You can't tell what's happening when something goes wrong.
•Shipping new features feels risky and slow.
•Growth becomes a firefight.

The risk isn't the AI. The risk is the foundation around it.

A stable foundation you can build on.

•Reliability: fewer failures, smoother user experience
•Visibility: you can see what's happening and why
•Maintainability: changes don't break everything
•Scalability: prepared for more users and more usage
•Delivery: shipped to production with clear handoff

What we do in 3 weeks

Assess
We review your current product, identify what's fragile, and define a clear scope.
Stabilize
We strengthen the critical parts so the system behaves predictably under real usage.
Ship
We deploy a production-ready version and document what's in place for your team.

What's included

•Architecture and code audit (focused and practical)
•Refactor/rebuild of fragile areas (only what matters)
•Better error handling and safer releases
•Logging and monitoring so issues are visible
•Secure handling of keys and sensitive data
•Production deployment
•Clear technical documentation

Why Fixe

Fixe is senior-led engineering. You work directly with experienced engineers, with minimal overhead and clear accountability.

•Senior-only execution
•No outsourcing, no team rotation
•Clear scope and deliverables
•Limited engagements per quarter

Apply for AI Stabilization

Investment

Engagements start at $5,000. Final scope is confirmed after a short evaluation to keep deliverables clear and predictable.

Ready to make your AI product production-ready?

Apply for AI Stabilization See reference pricing

Contact

Let’s align on the next step

Tell us what you need to build or stabilize and where things stand today.

AI Stabilization Sprint | Fixe — From AI Prototype to Production