BigID + Databricks Unity Catalog: Scaling Governance & Security for AI, Data, & Beyond
Organizations face mounting pressure to establish consistent governance across their data and AI assets. Meeting these complex requirements while enabling innovation challenges even the most sophisticated enterprises. In response, Databricks recently open-sourced Unity Catalog, providing an open governance foundation that supports both current operations and future innovation.
BigID extends Unity Catalog’s capabilities through advanced data discovery and classification. This integration enables organizations to automatically identify sensitive data, apply granular controls, and enforce consistent policies throughout their data pipeline. The combined solution delivers efficient, automated governance that scales with enterprise needs.
Automated Data Intelligence Meets Unified Governance
BigID’s integration with Databricks Unity Catalog delivers bi-directional metadata synchronization, delivering three core benefits:
Efficiency Through Automation
- Deploy automated data discovery and classification across workspaces
- Reduce manual governance tasks and resource drain
- Establish automated security controls that scale
Confidence in Data Access
- Track sensitive data from ingestion through consumption
- Enforce precise role-based access controls
- Apply automated masking based on data sensitivity
Consistency Across Systems
- Create a single source of metadata truth
- Enrich enterprise catalogs with deep data context
- Unify governance processes enterprise-wide
Comprehensive Data Pipeline Protection
BigID and Unity Catalog secure data throughout its lifecycle by identifying risks, synchronizing metadata, and enforcing policies automatically. The integration protects data at three critical stages:
Secure Data at Ingestion
- Scan incoming data for sensitivity and risk exposure
- Identify and eliminate redundant, obsolete, and trivial data (ROT)
- Ensure clean data flows into staging environments
Protect After Transformation
- Prevent sensitive data leakage before lakehouse table loading
- Tag PII, PCI, health data, and proprietary information in Unity Catalog with the BigID Governance & Security App for Databricks
- Feed business catalogs with BigID’s enhanced metadata
Control Data Consumption
- Push policy execution such as RBAC through Unity Catalog
- Apply column masking and row filtering with the BigID Governance & Security App for Databricks
- Maintain consistent policies throughout the data lifecycle
Future-Ready Governance
The BigID Governance & Security App for Databricks now includes enhanced enterprise-scale features and tag-based governance capabilities. Future releases will support attributes-based access control (ABAC) automation when this feature becomes generally available from Databricks.
Advancing Data and AI Governance
BigID and Databricks deliver comprehensive data protection from ingestion to consumption. This unified approach combines automated data discovery, security policy enforcement, and centralized governance across workspaces. Organizations require robust data security and governance to mitigate risks as they accelerate traditional data projects and AI initiatives.
BigID protects data throughout the AI development lifecycle. The platform scans training datasets, monitors vector databases, and examines external repositories like Hugging Face to identify and safeguard sensitive data information. Advanced classification capabilities provide organizations clear visibility and control over sensitive information through AI development processes.
Organizations build reliable AI models with automated discovery and data protection while maintaining strong security and compliance standards. BigID and Databricks together drive AI innovation forward while maintaining strong governance controls.
Experience Automated Data Governance
Book a 1:1 demo with our team to see how BigID and Databricks streamline governance across data and AI initiatives. The interactive session will showcase automated classification, policy enforcement, and Unity Catalog integration capabilities in action.