Why Runtime Enforcement Is Replacing Pre-Deployment Approval in Enterprise AI

Enterprise model risk management assumed models were static artifacts approved before deployment. Agentic AI breaks that assumption because models change between audits. Runtime enforcement is replacing pre-deployment approval as the architectural response, shifting focus from static validation to continuous monitoring during operation.