Finance ops24 people6 weeksLayer 02 → 03
Three half-built agents and an owner who'd stopped opening Notion.
A 24-person finance ops firm. The owner had been the bottleneck for every AI question for six months. We mapped what was already running, retired two phantom agents, installed a human-in-the-loop checkpoint on the one that touched refunds, and trained the senior team to own the next round themselves.
11 → 3active agents · scoped
14 hrsowner / week recovered
0support tickets after w4
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