Lineage and Controls for Model-Driven Decisions

Reproducibility as a control

When AI assists drafting or extraction, the control is traceability: which prompt, which document snapshot, which approver, and which model version produced a number suitable for the IC deck.

Treat assumption changes like code review: pull requests for material moves, immutable logs, and separation between build and review roles.