A useful data foundation is defined by the decisions it serves, not by the volume it holds. Foundations designed around ingestion tend to produce platforms without products.
Treating data as a product introduces the two things most enterprise data estates lack: an owner and a contract.
Governance that arrives after the AI use case is remediation. Governance designed alongside it is enablement.