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.

Unity Catalog object model

Object model