Execution got cheap. Judgment didn't.
Kairox AI puts AI to work in real businesses: a lab that studies what good means, a factory that ships the machinery, and a practice, opening soon, that will install it in yours, then leave.
01The lab
Agents got good at execution before anyone worked out how to tell them what good means.
That gap is Kairox Research's subject. Judgment as an engineering problem: how a system learns what good means, and when it has earned the right to act without asking. Every empirical claim we publish will carry its evidence status and grade.
The first findings are in review. The lab opens with the first one published.
02The factory
Machinery that carries your judgment further than your own hands.
One product has shipped and does real work for customers. Everything starts from the work you already have, not a system you have to learn.
An AI work assistant: it prepares your real work and runs it on your schedule.
actrun.aiMore on the bench. Coming soon.
03How we build
Capable agents are the easy part now.
What decides whether any of this is good for the person on the other side is how it's built. Four commitments, in order of priority.
You stay in control.
Nothing consequential leaves without your yes.
Time back is the floor.
Hours back is where it starts, not where it ends.
Built for people, not just engineers.
It starts from your situation, not a setup wizard.
We will publish what we learn.
Including what didn't work.
04Work with us
We'll put this to work in your business, then leave.
A fixed-scope audit, working machinery installed on your real work, and you trained as the operator. The contract will say when we leave.
The practice will open with audits first. Until then, start with ActRun.