Governance, Quality & Catalog

Why it matters

63% lack — or aren't sure they have — the governance AI requires

63% of organizations lack, or are unsure they have, the data management practices that AI actually requires (Gartner, 2025). Governance, quality, and security controls are embedded from the Assess phase onward — audit-ready compliance frameworks and policy/privacy controls are part of every engagement, not an afterthought.