Beyond Policy: What Effective AI Governance Truly Entails for Internal Audit

Many organizations mistake documentation and quarterly meetings for actual AI governance, but true governance requires continuous, actionable oversight. This article highlights that effective AI governance must actively influence decisions, operate continuously, assign clear ownership, and produce auditable evidence, moving beyond mere compliance frameworks to ensure controls are genuinely working.