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AI-ready governance with Databricks and OneTrust

OneTrust helps Databricks customers ensure accountability and compliance without slowing down AI or data initiatives.  

Consistently and seamlessly govern data and AI 

OneTrust’s integrations with Databricks Unity Catalog combine real-time AI asset oversight with automated, regulation-informed data controls. This enables organizations to govern models and data with a single source of truth, embedding regulatory intelligence into development workflows to ensure safe, compliant AI from training to deployment. 

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"Regulated customers often ask us for help navigating shifting data privacy regulations and protecting their consumer data. Databricks and OneTrust's seamlessly integrated solution transforms enterprise data governance by unifying privacy controls, consent management, and compliance within the Databricks Data Intelligence Platform—enabling confident, responsible AI that accelerates marketing intelligence."

-Stephen Orban | SVP, Product Ecosystem & Partnerships

How OneTrust enables data teams to confidently manage and govern their Databricks data

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Programmatically apply data controls 

 
  • Apply 200+ classifiers in Databricks
  • Translate policies into technical controls
  • Report and demonstrate policy effectiveness
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Continuously govern and validate AI compliance 

 
  • Sync AI metadata for auditability and compliance
  • Map AI to global laws and standards
  • Monitor risks and enforce controls
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Integrate Customer Consent & Preferences

 
  • Connect consent from OneTrust directly into Databricks
  • Enforce consent in real-time across the customer and data lifecycle 
  • Ensure compliance across data and marketing programs
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Monitor personal data use and assess privacy risk 

 
  • Sample, classify, and inventory personal data stored in Databricks
  • Automate compliance recordkeeping
  • Detect changes and trigger privacy workflows like Privacy Impact Assessments (PIAs)
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Ready to get started?

See how OneTrust can help your organization responsibly develop data & AI products.