Data Governance

Governance should make data easier to use, not harder. We put in place the ownership, definitions, quality controls and access policies that let people find data, understand it, and use it within the rules — and extend the same discipline to AI.

• Data ownership and stewardshipWho is accountable for each domain and dataset.
• Catalog, glossary and lineageFind data, understand it, see where it came from.
• Data quality and observabilityAutomated checks and alerts before bad data reaches a report.
• Privacy and securityClassification, masking and access policies that match regulation.
• AI governanceReadiness, policies and controls for models and agents.