AI Democratization Creates Data Governance Risk

AI gives employees instant data access but bypasses governed pipelines, creating what Matt Waxman calls the democratization trap. Poor data quality costs organizations $12.9 million annually. As 88% of organizations use AI, autonomous agents risk acting on unverified data at machine speed without accountability.