Data ownership map
Document the authoritative sources of truth and how data propagates across the ecosystem. Flag areas where duplication or synchronization is required.
Establish metadata standards and automated quality checks before proliferating new data products.
When the data foundations are healthy, move into
Deployment Strategies to operationalize releases safely.