Review before anything runs alone

Nobody should trust an AI agent on day one. We don’t either. Every agent we build earns its independence in three steps, and you can see each one.

Shadow mode

First, the agent runs on last month’s work: the tickets, invoices or leads your team already handled. We compare its output with what your people did, line by line, and fix the gaps before it touches anything live.

Human review

Then it goes live with a person approving every action until you’re confident in it. Approving takes one click. Editing teaches the agent what you meant.

Exceptions only

Once accuracy is above the bar we agreed in writing, approval moves to exceptions only. Then it works on its own, and anything unusual still comes to you.

The rules that never change

• Nothing that moves money or contacts a customer runs alone without a review period.

• What it does is logged and traced to your written policy.

• When something fails, we fix it and add a rule so it doesn’t happen again.