AI-Ready Governance with Databricks and OneTrust

OneTrust helps Databricks customers connect regulatory intelligence controls to Databricks AI workflows and take actions with AI-ready data

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Consistently and seamlessly govern data and AI

OneTrust and Databricks help organizations govern data and AI with confidence. OneTrust connects policies, consent, and risk insights to controls in Databricks, helping teams use data responsibly, scale AI, and adapt to changing requirements. The result: trusted innovation with governance built into everyday data and AI workflows in Databricks.

"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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Scale AI with governance built into the AI workflow

Inventory AI systems and assess risk across models.
Apply policy-driven guardrails in Databricks workflows.
Monitor AI posture and capture audit-ready evidence.

Activate consented first-party data with Delta Sharing

Share consent through Delta Sharing, no custom ETL.
Carry consent into analytics, marketing, and AI workflows.
Personalize responsibly with evidence of permission-aligned data use.

Product graphic showing data and context detection through evidence capture, policy and contract inputs, data graph connections, and integration with technology and customer systems.

Connect regulatory change to operational controls

Map requirements to risk assessments, controls, and evidence.
Assign accountability across AI systems and data workflows.
Embed monitoring and evidence collection into existing processes.

From AI inventory to policy enforcement

OneTrust connects AI inventory, risk, and regulatory context to Databricks data and AI workflows. Teams can assess AI systems, apply policy-driven controls—including prompt protections, row filtering, and masking—and monitor outcomes through reporting and evidence. The result is governance that follows AI from discovery and assessment through enforcement.

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