Governance fails in two directions: rubber stamps that add no safety, and review boards that add no speed. The fix is tiered risk classes with pre-approved patterns for the low-risk majority.
Document data lineage once, reuse it across use cases. Pair every high-risk workflow with a human-in-the-loop default and an expiration date for exceptions.