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PE portco control pattern.

A resource version of the PE-portco AI audit pattern: visibility, unauthorized MCP paths, sanctioned-tool cadence, and board-ready evidence.

Control the roll-up.
At a glanceArticleAuditPE Operating Partnerprivate equity, AI audit, shadow AI, MCP, board evidence

The PE-portco pattern is the control-side proof lane for a rolled-up finance or fintech platform. It starts with the uncomfortable gap between policy and observable AI behavior, then turns that gap into a board-readable operating cadence.

The pattern.

  • Visibility. Inventory approved tools, embedded SaaS AI, personal accounts, internal agents, and developer MCP paths.

  • Materiality. Sort findings by workflow, data sensitivity, customer exposure, and buyer or regulator consequence.

  • Cadence. Move sanctioned tools into a quarterly operating read instead of treating the audit as a one-time cleanup.

  • Evidence. Attach owners, source records, framework mappings, and remediation status to every material finding.

What the board can read.

The pattern produces a single count of what is running, what is unauthorized, which sanctioned tools moved into cadence, and which workstreams unlock next. It is the resource companion to the PE-portco case proof.

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