Why Runtime Enforcement Is Replacing Pre-Deployment Approval in Enterprise AI (opens in new tab)

Pre-deployment model cards don't hold up under live regulatory challenge. The shift happening in regulated enterprise AI is toward continuous runtime telemetry, governance-defined thresholds, and persistent audit traces that turn "describe what happened" into "prove what happened."