Specific work, taken off specific desks.
A network built around one company's processes and wired into the tools that company already runs. Nothing to configure, because nothing is generic.
Four examples, with the human decision marked.
These are shapes of work we build, drawn from how mid-market operations actually run. In every one, the agent stops at the point where somebody has to be accountable.
The work today: somebody exports invoices, joins them to freight records in a spreadsheet, and notices three weeks late that an account went underwater.
Finance watches margin by account and by line. Operations watches freight and expedite rates. The Brain connects them to the contract Legal already read, and flags the account in the week it moves — with the three reasons ranked.
A person decides whether to call the customer, change the terms, or leave it.
The work today: a quote takes two days because it needs last year's pricing for that customer, current material costs, and whoever remembers the tooling exception from 2023.
Sales assembles the draft quote with the customer's full history, current costs pulled from the ERP, and the exceptions surfaced from past jobs — including the ones nobody would have remembered to look for.
A person prices it and sends it. The agent never quotes a customer.
The work today: the super approves extra work in the field, the GC disputes it at day 60, and the only record is a text thread nobody kept.
Operations watches the daily logs and the change order register. Legal holds the notice window written into that contract. The Brain assembles the packet while it is still fresh — original scope line, field approval, photos, dates — and raises any change order getting close to its deadline to submit.
Your PM decides whether to submit it, escalate it, or absorb it.
The work today: four people spend Friday assembling numbers so that Monday can be spent reading them out loud.
The Brain generates the briefing on Friday from the systems of record: what moved, what is off plan, what decisions are open. Each lead corrects their section before Monday.
The meeting starts at the decisions instead of at the updates.
We work with what you already run.
The integration layer is most of the engineering, and it is the part that decides whether any of this survives contact with a real company.
If something has no API, we tell you at the map stage what it will cost to work around, before you commit to anything. Legacy and home-grown systems are normal in this market and they are part of the scope, not an excuse.
Adaptable never means unsupervised.
No operator hands a real process to a system they cannot see into. These are the conditions that make it possible to say yes.
Your environment
Data stays where you already control it. Nothing is used to train anything, ours or anyone else's.
Scoped access
Each agent sees what its job requires and no more. Access is granted per area, and nothing is granted by default.
A record of everything
Every action an agent takes is logged with its sources, reviewable afterwards by a person.
A person on the trigger
Agents assemble and recommend. Humans approve anything that costs money, leaves the company, or changes a commitment.
Which of these sounds like your week?
The fastest way to find out whether this fits is to describe one process you wish nobody had to do by hand.