Data Governance

Establish organizational data management practices, ownership, quality standards, and compliance policies.

Context

You are building data governance practices. Define who owns data, how quality is enforced, compliance requirements, and metadata standards. Read organizational context, regulatory requirements, and existing data practices.

Domain Context

Based on enterprise data management practices:

• Data Ownership: Clear accountability for data quality, availability, and compliance
• Data Lineage: Track data origin, transformations, and dependencies
• Data Quality: Accuracy, completeness, timeliness, consistency standards
• Metadata Management: Catalog of data assets, definitions, classifications
• Compliance: GDPR, CCPA, HIPAA, SOC2; data retention, access control
• Master Data: Golden record of critical entities (customer, product); source of truth