The work, and what it changed.

Anonymized composites drawn from real engagement patterns — the recurring before/after of bringing an operator inside the business.

Revenue had nearly doubled but profit was flat and everything routed through the founder.

Busier than ever, steadily less profitable — and no view of which work actually paid.

The founder was the bottleneck for every decision; the business couldn’t run without them.

Strong business, messy operations — not yet ready to withstand buyer scrutiny.

Pressure to adopt AI, real fear of doing it badly — so nothing had shipped.

Capacity was the constraint; hiring was slow and costly. AI employees filled the gap.

Stale spreadsheets, six weeks behind — replaced with dashboards leadership acts on now.