Own the definition of what makes a data product trusted and production-ready: classification and protection of sensitive information, role-based access aligned to classification, validation and contracts between raw and refined layers, a governed semantic and metrics layer, and a catalog that makes data products discoverable with clear ownership, lineage, and definitions. Define the contracts between the platform and its consumers — readiness criteria, service levels, semantic definitions, and serving surfaces — so consumption is fast, safe, and genuinely self-serve, and so teams stop rebuilding shadow models off ungoverned data.