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Secure the Lakehouse. Govern with Confidence with Databricks.

Strengthen governance across the Databricks Lakehouse with BigID. Discover, classify, and protect sensitive data in Unity Catalog to improve privacy, enforce policies, and prepare high-value data for secure analytics and AI.

Find the Risk. Tag the Data. Power Trusted AI with BigID and Databricks.

  • Use BigID’s ML-powered discovery to scan Databricks and Unity Catalog for sensitive, regulated, and high-risk data.
  • Enrich metadata with tags and attributes to automate masking, filtering, and access policies.

  • Push down masking and access policies based on BigID’s classification and tagging.
  • Enforce column masking, row access control, and role-based controls directly within Unity Catalog.

  • Scan and validate AI training data for privacy, sensitivity, and compliance before use.
  • Ensure models learn from secure, governed, and high-quality datasets.
  • Align with Databricks AI Security Framework (DASF) and safeguard the AI journey

  • Synchronize sensitivity tags between BigID and Unity Catalog to unify governance.
  • Maintain consistency across teams and tools with continuous metadata exchange.

Secure and Govern Data in Databricks at Scale

With BigID, get automated discovery, classification, and policy enforcement across your Lakehouse environment.

Sensitive Data Discovery

  • Discover and classify personal, sensitive, and regulated data across Databricks
  • Enrich metadata with tags for security, compliance, and privacy
  • Classify sensitive content across structured and unstructured data in Databricks

Policy Enforcement in Unity Catalog

  • Push down masking and filtering policies automatically based on classification
  • Enforce column masking and row access control in Unity Catalog
  • Apply controls natively within Databricks to reduce unauthorized access

AI/ML Data Readiness

  • Scan and cleanse training data before use in AI and ML workloads
  • Protect models from exposure risks and non-compliant inputs
  • Ensure high-quality, secure data pipelines for trusted AI outcomes

Bi-Directional Metadata Sync

  • Keep tags, classifications, and metadata aligned across platforms
  • Enrich Unity Catalog with BigID’s sensitivity labels and policies
  • Maintain policy consistency across data consumers and producers

Access Governance & Controls

  • Apply row access controls and role-based access controls across Databricks
  • Limit access to sensitive data by role, group, or purpose
  • Enable least-privilege access by default

Unified Data Security Posture

  • Strengthen your data security risk posture with DSPM for Databricks
  • Detect and remediate overexposure based on risk and sensitivity
  • Unify discovery, classification, and control under one platform

Don’t Just Analyze Your Data — Govern It, Cleanse It, and Secure It

BigID helps Databricks customers take control of sensitive data across the Lakehouse with deep visibility, policy automation, and AI-ready protection.

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