Unity Catalog Governance for Data and AI Assets
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Unity Catalog object model
Make governance legible through names, ownership, and privileges.
Unity Catalog Object Model
Unity Catalog gives teams a common governance language: catalogs, schemas, tables, volumes, functions, and models are securable objects with owners and privileges.
Naming for ownership
A practical namespace often includes environment and domain:
main.customer_features.feature_store_daily
main.recommendations.model_candidates
prod.finance.approved_forecasts
What good looks like
- Production assets have named owners.
- Access is granted to groups, not individual exceptions.
- Models and features live close to the data they depend on.
- Temporary exploration is separated from curated production assets.
Why it matters
Governance works when engineers can predict where assets belong and reviewers can understand who controls them.
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Unity Catalog object model
Object model