OneTrust Named a Visionary in the 2026 Gartner® Magic Quadrant™ for AI Governance Platforms

Deliver AI-ready Data and Increase the Effectiveness of Your Data Governance Programs

Turn data policies into real-time controls that support continuous, preventive governance at the data layer.

As part of the OneTrust AI-Ready Governance Platform™, Data Use Governance connects policies directly to native data controls to prevent misuse at scale.

Accelerate data use

Shorten approval cycles for data enablement with policies directly connected to native data controls in your data & AI systems.

Enforce policies in real-time

Automate policy enforcement at machine speed, ensuring compliance without slowing down AI, analytics, and data initiatives.

Ensure purpose-based policies

Use the purpose of data use as a consistent input for data governance policy application, starting at project initiation.

Snowflake and OneTrust: Balance accountability and responsible data use with innovative consent management, data and AI governance, and data privacy solutions.

Remove Data Use Bottlenecks Created by Manual Data Governance Practices

Our Data Use Governance™ solution is built for modern, AI-driven data environments. We designed the solution to favor policy-centric over data-centric governance, programmatic over manual enforcement, and project-initiated over access-based data enablement. Scalable by design, it lays the foundation for efficient and reliable data governance across your organization.

Capture the context of your data for machine scalable decisions

Use advanced, AI-driven data classification techniques on both structured and unstructured data sources to capture data context for both human and machine understanding of your data. Accurate classification enables machine enforceable data policies. OneTrust uniquely supports classification using four contexts — business, regulatory, consent, and data — ensuring data is used appropriately.

Turn documented data policies into enforceable control code

Combine your privacy, consent, and regulatory data policies in one place for streamlined policy enforcement. Manage data policies for the full lifecycle of data—from ingestion and usage to sharing—ensuring transparency and compliance throughout.

Connect data policies directly to real-time data controls native to your modern data & AI systems

Shift from policy attestation to proactive enforcement of data use with automated data controls. The OneTrust interface tracks the connection between policy documentation and control enforcement to minimize governance bottlenecks and provide transparency.

Audit data controls

Audit the application of column masking & row-filtering data controls

Ensure accurate enforcement of your data policies by gaining visibility into where column masking and row-filtering policies have been applied in real-time. OneTrust pushes policy logic down through cloud data platforms like Snowflake or Databricks for native data control enforcement. This enables you to use your infrastructure provider’s audit logs to track the last mile execution of controls for compliance.

Proven Results

"With OneTrust, we’ve been able to simplify our compliance processes, save significant costs, and ultimately trust the data we’re seeing. This has been essential in helping us tell a better, more accurate compliance story to our board and executives."

Janine McKelvey
Group Data Privacy & Ethics Officer, BT Group

Partnering With the Best

Our Data Use Governance™ service partners and seamless technology partner integrations make it even easier for you to govern and use your data.