THEOStudio

AI that runs the work.
Not another demo.

I'm Guntis. I build AI systems inside your own accounts, and nothing acts without your yes.

Yes, book 30 min

May end with: “don't build this.”

Already running.

Systems I've built. Watch them run.

  • 190,599

    Excel formulas replaced, checked to the cent.

    AlphaLane, since Sep 2026

  • 6,500+

    pages live, always current.

    Sports data hub

  • 1,052

    merged pull requests, every release approved by a person.

    One product, as of 22 Oct 2026

See all the work →

Four systems, ready to adjust.

How it works.

  1. 1

    Scope

    One workflow, one number. The answer can be: don't build this.

  2. 2

    Build in your accounts

    Your cloud, your code. The code is in your repo from week one.

  3. 3

    Hand over and run

    It acts only after a person says yes. Your team runs it, or I keep improving it.

Your accounts. Your code. No seats.

No subscription. You pay for your own services.

  • The code is in your repo from week one. Stop any day, keep everything.
Guntis Coders speaking at RIGA COMM about context engineering
RIGA COMM, on context engineering

You talk to the person who builds it.

Guntis Coders

Founder, THEO

16+ years in IT and startups, ex-Accenture. Since then, AI systems for companies across Europe.

Working on business context engineering since 2023, before most people had a name for it: turning what a company knows into a structure AI can actually use. I open-sourced the method as CLEAR Context OS.

No account managers, no hand-offs. The person on the call is the person who builds it.

LinkedIn ↗GitHub ↗

  • “In one evening, Guntis set up my entire AI environment - Claude, custom skills, agents. I already have an agent analyzing project offers and saving me hours. Now I experiment and build with AI daily.”
    Dmitrijs Romanovs · CEO, Nordic Montage Group
  • “Under Guntis's leadership, the regional unit grew by 250%. He is a result-oriented, visionary leader who combines strategic thinking with relentless execution. I would recommend him without hesitation for any high-stakes initiative.”
    Kristaps Banga · EMEA Strategy Lead

Fair questions.

Our data is a mess.

Most companies' is. The first step is turning what you have into a structure AI can use. That's business context engineering, and it's where I start.

We tried AI. It didn't stick.

Usually that was a tool without a workflow. I scope one workflow with one number, and I'll tell you if it isn't worth building.

How much of our time does it take?

A 30-minute call, then short reviews while I build. You approve the scope before anything is built.

Who maintains it?

It runs in your accounts and the code is in your repo from week one, so your team can. Or I keep running it with you.

You're one person. Isn't that a risk?

Everything lives in your accounts and your repo from week one. Stop any day, keep everything. And you're never handed to a junior.

November: 1 of 2 open

Thirty minutes.

You describe the work. I say build, don't, or not yet.

Yes, book 30 min

May end with: “don't build this.”