Connecting data ownership, technical metadata, lineage, and quality contracts directly to enterprise architecture: giving data shared business context and explicit responsibilities.
Standardizing catalog, schema, table, and volume conventions across multi-tenant Bronze, Silver, and Gold lakehouse layers for clear data lineage.
Defining verifiable data quality expectations at ingestion, mapping domain ownership, and routing non-compliant records to quarantine workflows.
Mapping PII classification to dynamic row-level security (RLS) and column masking policies across domain consumption layers.
Governance & Metadata Standard
In this laboratory, data governance is operationalized through automated metadata coverage metrics, explicit data domain ownership, and zero-trust access control enforcement.