We build and operate the AI systems that run your business.
A small team should be able to operate like a big one. What usually prevents it is not strategy — it is the repetitive, high-volume work that fills the week: the requests nobody answers, the follow-ups nobody sends, the records nobody updates. That is the work we take off you — and we stay on the hook for it afterwards.
Agents take on the tasks themselves, and they work where your business already does — in email, in Slack, in whatever your team uses to talk. You hand one a task the way you would hand it to a colleague, and it comes back done.
What makes that dependable is not the model. It is the harness around it: the tools it may reach for, the permissions it works under, the evals that prove it still behaves, and the point where it stops and asks a person. The system chooses the model itself, step by step, sending each piece of work to whichever one is best at it that week — so nobody has to follow which model is winning. These are not prototypes: they are in production, carrying real operational load every day.
What we build
Systems that do the work.
What changes
The week stops depending on someone remembering.
| Now | Once it runs |
|---|---|
| Work waits for whoever has the time | Picked up the moment it arrives |
| You hand off a task, then chase it twice | You ask once, in the thread you were already in |
| The same task is done by hand every week | Done the same way every time, unattended |
| What the company knows leaves with the person | Written down as the work happens, and kept |
| Status lives across tabs, threads, and spreadsheets | One screen, and it is current |
Knowledge
A system should know more this month than it did last month.
Most software is exactly as good on its last day as on its first. It follows the instructions it was given and learns nothing from doing the work. Every correction someone makes, every exception they allow, every judgement call — all of it evaporates the moment the task is finished.
We build systems that keep it. When someone overrides a decision, that becomes the rule next time. The phrasing your team actually uses, the cases that are exceptions, the reasons behind them — the system records how your company really operates, not how a procedure document says it should.
That record is the asset. It does not resign, it does not forget, and it does not sit in one person’s head. It makes every future system faster to stand up, because the context already exists. And it belongs to you — not to us, and not to whichever model happens to be underneath.
How it works
We don’t pitch AI. We ship it and run it.
Contact
Tell us what is eating the week.
Describe the work you would rather never do again. If a system can absorb it, we will tell you what it takes to build and what it costs to run. If it cannot, we will tell you that too.