Classify datasets by findability, accessibility, interoperability, and reusability signals.
Place each dataset signal under the FAIR principle it best supports. Findable Accessible Interoperable Reusable Dataset appears in the catalog with owner, purpose, and tags Stable dataset ID stays the same across versions Approved users can request access through a documented workflow Sensitive fields are masked according to role and use case Customer IDs match the enterprise identifier standard Metric definitions align with the finance and product glossary Provenance explains source, transformations, and refresh cadence Allowed and prohibited AI uses are documented for future teams
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