It runs one repetitive process in your business on its own. You talk to it like a person. And a separate program stops its bad output before anyone sees it.
Most teams that tried AI got a faster first draft and a slower second one. Someone still had to read everything, because roughly one output in ten was wrong and nobody knew which. The fix was never a better model. It was building the part that says no.
On Telegram or Slack. You message it, assign work, ask what it did. It has a name and it answers.
Runs your process on a schedule without being asked. It does not wait for you to open a laptop.
A program that reads every output against your rules and refuses to pass the ones that break them.
What it did, what it blocked, what it is stuck on. Measured from the work itself, not summarised by a model.
Not a prompt asking the model to be careful — a separate program that compares output to your rules and exits with an error when it does not comply. Here is a real one, guarding a live storefront:
The decision is not left to the model. The same pattern blocks an ad cut that breaks its brief, stops a price from drifting between two pages, and refuses to close a run while something is broken.
Checked against an approved facts document before anything is scheduled.
Every cut measured against the brief, so weak ones never reach review.
Numbers pulled from the source and verified, never restated from memory.
Every lead opened and confirmed before it enters the pipeline. No invented companies.
The place where checking machine output eats real hours.
Whether a worker plus a gate would fix it. Free, and sometimes the answer is no.
The worker, the gate, the bot and the report — live on your rules.
Maintenance, tuning as your rules change, one new workflow a month.
Describe the one process where checking AI output costs your team hours. I will send back a written assessment of whether this would actually fix it — no call required, and no charge either way.
ohad@haisol.net
Written reply, usually same day.
Describe the stepIf it would not help, I will tell you that instead.