Enterprise AI Governance and Production Discipline Gap

Despite massive investment, 95% of enterprise AI pilots deliver no measurable ROI (MIT Project NANDA), 53% of employees use shadow AI, and 79% lack governance. New signals: a village's structured AI adoption, healthcare operations discipline, Pega's responsible AI features, and Elsevier's updated journal policies. The gap between hype and production reality remains the central challenge.