Mirable — AI that works in 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

Why you need an AI fixer

Most people who write to me have already built something, and they are proud of it. Then real users arrive and the thing behaves like a fake Christmas ornament. It looks like the product. It holds nothing.

The first call is rarely about code. Half of it goes on finding the actual problem, which is usually not the one in the message. People ask me to stop the hallucinations when nobody on the team has written down what a correct answer looks like.

After that there is a range. I can build the thing myself. I can fix the approach and hand it back to your engineers with a way to measure whether it holds. Or I can tell you that what you want does not need to be built, which is the cheapest outcome on this page.

Dima Kuchin

dima@mirable.io

Your AI demo works.
Then real users arrive.

How this usually starts

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

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

Why you need an AI fixer

Let's talk.

Your AI demo works.Then real users arrive.

How this usually starts

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

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

Why you need an AI fixer

Let's talk.

Your AI demo works.
Then real users arrive.