
Snowflake Data Governance: What the Query Engine Layer Changes About Compliance
Only 8% of organizations globally maintain a full AI governance framework even as 88% actively use AI across business functions. That gap has a direct cost: ungoverned AI produces inconsistent outputs, creates compliance exposure, and generates audit findings that undo months of work. Snowflake’s approach to data governance differs from most platforms in one architectural detail that carries real consequences. Policies



