Your AI demo works.
Then real users arrive.

Plenty of people will advise on AI that breaks in production.
Few can actually fix it.

Dima Kuchin · 4× CTO · ex-ZoomInfo, Meta, Lemonade

You shipped an AI product — and it falls apart with real users.

It demos great. Then come the inconsistent answers, the edge-case hallucinations, the agent that drifts on turn three. Built on prompts and vibes, with no evals and no way to measure what's actually wrong.

From prototype to production

You're adding AI to a product that already works.

A strong engineering team that isn't an AI team. A board that's asking, a competitor that just shipped something, and a roadmap of ideas ranging from sensible to embarrassing. You need to point the team at the right thing — without breaking what your customers rely on.

Add AI without the risk

A different kind of AI problem?

Let's talk.

Tell us what you're trying to build.

Book a call

Or email directly: dima@mirable.io

Your AI demo works.Then real users arrive.

You shipped an AI product — and it falls apart with real users.

You're adding AI to a product that already works.

Let's talk.

Your AI demo works.
Then real users arrive.