AI Governance Is Not Enough. We Need to Prove AI Is Ready.
AI governance frameworks are becoming essential, but policies and risk assessments alone cannot prove that an AI system is ready for production. The next phase of AI assurance is connecting use-case risk, controls, testing and evidence to defensible deployment decisions.