AI Governance Is Not Documentation. AI Governance Is Infrastructure
Most organizations treat AI governance as documentation: policies, frameworks, and compliance checklists. But governance only creates value when it enables production deployment. The companies scaling AI don’t have better policies — they have governance embedded into the deployment pipeline. If engineers can’t answer “can I ship this?” quickly, governance becomes friction, not control.