Unity Catalog
Unified governance layer for Databricks financial data β fine-grained access control, data lineage, and AI model governance for lakehouse financial analytics.
Unity Catalog is Databricks' open-source governance layer providing unified access control, data lineage, and auditing for financial data and ML models on the Databricks lakehouse platform. Fine-grained access controls enable financial institutions to enforce column-level and row-level security on sensitive financial datasets, ensuring only authorized users access specific financial records. AI model governance tracks the lineage of financial ML models from training data through deployment, enabling reproducibility and audit trails for model risk management. Delta Sharing enables secure financial data exchange with external partners, regulators, and auditors while maintaining governance controls. Free with any Databricks workspace, it provides governance without additional licensing cost.
Key Features
- βUnified governance layer for Databricks financial data
- βFine-grained access control for financial datasets
- βData lineage across notebooks, jobs, and tables
- βAI model governance for financial ML models
- βOpen Delta Sharing for secure financial data exchange
Pros
- βFree with Databricks β no additional governance cost
- βBest governance for financial ML model tracking
- βDelta Sharing enables secure financial data collaboration
Cons
- βDatabricks-centric β limited outside the platform
- βLess mature than Collibra for enterprise governance programs
- βRequires Databricks expertise to configure
Pricing
Prices are indicative and may vary.