Post-close, the model is rarely the problem.
Cadence is the problem. Two brands still run two Tuesdays. Two FSMs. Two ways to invoice. Two safety binders. Utilization that looked clean in the CIM. Integration that stalled at we bought a tool.
PE portfolio operations in field service is not a software bake-off. It is an operating machine with a human gate when AI shows up.
The first 90 days
Assessment before automation. Walk the floor and the books. Write down where they disagree. Hand the room an order of work — what moves first and why. Implement with us or keep the map. See Assessment.
If you connect five systems in week two, you will spend month four explaining why nobody trusts the drafts. One workflow. Named approver. Thirty-day parallel. Then the next.
What a fractional COO holds
Weekly operating review that survives the second board meeting. KPI line: labor, utilization, schedule completion, rework, contribution margin. Dispatch discipline without theater. Team structure that outlasts the founder. That seat is not a consultant deck. It is Fractional COO for field service.
Where AI belongs in a platform
After cadence exists. Skills against systems you already run. Drafts in the channel the brand already opens. Nothing to payroll, AP, or job cost without a named person. The gate does not come off because you closed a deal. Read Do not let the model write to the system of record and Method.
What done looks like for portfolio ops
- One operating rhythm across brands without erasing what still works on the floor
- Job cost and margin a board pack can trust
- Shared definitions for utilization and schedule completion
- First AI workflows that cut chase work without auto-post risk
- A map from founder heroics to a professionally run platform
That is the work. Not another FSM seat. If you own the platform, start the conversation on PE platforms.