a two-person
ai studio

AI does what can be undone. Your expertise decides what can't.

We turn recurring expert work into AI production lines, together with the people whose expertise they run on.

start with one processsee the lines

can be undone point of no return can't be undone a person signs a person picks

how it works

Where we draw the line

Automation tends to fail in one of two ways. A person checks everything until they stop really checking, or nobody checks and something goes out that can't be taken back. We sort every step by one question: can it be undone?

runs on its own

What can be undone, the line does by itself.

Drafting, checking, generating, testing. Nobody has to approve a draft.

a person decides

What can't be undone is a person's call.

Publishing, signing off, merging to production, sending to a client. Wherever we can, the machine is locked out of that step instead of being asked to wait.

a person decides

People get decisions, not reviews.

Every decision arrives with its evidence: the findings that matter, the riskiest assumptions first, a few options to choose from. Nobody re-reads a pile of output. We design for output per hour of expert attention.

stops and asks

When it isn't sure, it stops and asks.

Like a worker pulling the cord on a factory line. The answer goes back into the method, so the same question comes up less often.

running now

Four lines, one shape

Each line is drawn in the same notation. The machine runs the squares on its own. People hold the black marks and every red line.

with partners

on ourselves, where we test the method

Point at a line, or focus it, to run one task through it.

runs on its own stops and asks a person decides point of no return

software

1,973 pull requests, one line each

Every pull request merged across our codebases from April to September 2026. In September, 96% were written by AI agents. Agents can't merge to production. A person does.

written by AI agents (september) no agent marker (september) april to august, not split

Agent share comes from markers on each pull request, so it is a lower bound. Source: GitHub, 8 repositories.

ad films

Design Urgency: the brief is yours, the production is ours

Frames from the line at work on our own film. Black marks show where a person chose.

Storyboard frames, work in progress. The brief goes through a slot, the line splits it into tasks, and the results come back in many formats.

partner

You bring the expertise. We bring the line.

We work with firms that own the client relationships and know the work: auditors, consultants, agencies. Your people stay the ones who decide.

your people our line
Above the line: what your people own. Below it: what the line does. The red mark is where your sign-off locks the machine out.

Your method on our line

We turn a recurring piece of work your team does into a production line. Your experts own the method and the sign-offs. You deliver more to your clients than your headcount would allow.

Our audit line works this way with an auditing firm.

An engine your team runs

We set up a line your team operates day to day, the way Design Urgency works for creative production. The machine does the volume. Your people make the calls.

what we look for

  • A recurring piece of work your clients already pay for.
  • Experts willing to own its method and its sign-offs.
  • A client who wants to try it with you.

how we treat your clients

  • We grow the work together, so the client, you and we all get more out of it.
  • We don't sell your clients the services you already sell them.
  • We don't ship anything nobody signs for.

who we are

Two people, on purpose

AIAgeLab is two people and AiA, our AI colleague. No employees. Almost all of the code behind the lines on this page was written by AI agents and merged by us.

AiA has a voice on everything we do and a vote only on what can be undone. She can propose anything. She can't promise anything. That part is ours.

Ruslan Burnashev

implementation and scaling

Technology, operations, finance, partnerships. Before AIAgeLab, management consulting and B2B tech startups.

Julia Samodurova

product and concepts

Marketing and PR, visual communication, creative direction on client projects. Before AIAgeLab, design and interactive media installations.

We tell the story as it happens on Silicon Partner, our podcast and channel. It has been mostly in Russian. It switches to English soon. youtube · telegram

contact

Start with one process

Tell us about a recurring piece of work your clients pay for, and who signs it off today.

message us on telegram

The bot first asks your OK to share your Telegram name and username with us. Then everything you write reaches Ruslan and Julia, and we reply in the same chat.

or write to us

After a first conversation, we can set up a twixt, so your AI agent and AiA can talk directly while both of us watch.

in the open

What else we run and test

A marketing linetesting Running marketing the way the Feature Factory runs engineering. Tasks go in, drafts come out, and a person decides on anything that gets published or paid for.
twixtlive Your AI talks to someone else's AI on your behalf. Bounded turns, both people watching, either can stop it. After a first conversation, we can set one up between your agent and AiA. twixt.chat
Kruzhokkklive An AI that interviews your family and writes the chronicle. It's live and open to use. New development is on hold for now. kruzhokkk.ru