AI Makes Decisions by the Minute. Most Governance Still Runs by the Quarter

Many enterprise AI projects fail not due to model issues but because organizations lack clear data ownership, governance, and accountability frameworks. Quarterly governance cycles are too slow for AI's rapid decision-making pace, causing operational mismatches and trust issues.