Bystrov Labs
1% better every day
We build your company’s brain.
Everything your business knows, organised in one place. Then AI agents that read it, do real work with it, and keep it safe.
What we offer
The models keep improving. Most AI projects don’t.
Most AI projects in small businesses stall before they reach everyday use: they impress in a demo, then quietly stop being used.
The usual cause is what engineers call vibe-coding: AI tools thrown together quickly, without testing, without structure, and without a record of what the business actually knows. They are hard to trust, so people stop using them.
At Bystrov Labs we take a systemised approach. We set your AI up to get 1% better every day, and let those small, measured gains compound. That is where the exponential returns from AI come from.
We do it in four ways.
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Working with your domain experts
The people who know the job teach the AI how your business actually runs.
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AI evaluation
Every change is tested against real cases from your business before it goes live.
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Securing your models
Controls that keep your data inside your business and the AI inside its remit.
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Context management
One organised, current record of what your company knows, so the AI reads the right thing every time.
How it works
How an engagement runs
A fixed-price pilot first, so you see it working on your own business before committing to more.
Map how the business runs
Interviews with you and your team, and a read through the documents you already have. You get a written map of what your company knows and where it lives.
Build the brain and one agent
We turn that map into the brain and put a first agent on one real job you choose, such as answering enquiries or preparing quotes.
Measure, then extend
We test the agent against real cases from your business and report how often it is right. You decide what it takes on next.
Writing
Notes for owners.
Short, practical notes for owners on making AI stick in a small business.
The first post is on its way.
Contact
Tell us how your business runs.
Send a short note. We read every one and reply within one working day, then set up a call if we can help.