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OneTrust Expands AI Governance with Real-Time Controls


OneTrust Expands AI Governance with Real-Time Controls
  • by: Source Logo
  • |
  • March 10, 2026

OneTrust has expanded its AI-Ready Governance Platform with new real-time monitoring and enforcement capabilities, enabling continuous run-time control across AI agents, models, and data. These enhancements shift AI governance from static, point-in-time compliance to a dynamic control plane that helps data, risk, and AI teams maintain oversight as AI scales across enterprise environments.

Quick Intel

  • OneTrust introduces AI Agent Detection & Inventory for continuous discovery of agents, models, and datasets, automatically capturing ownership, purpose, integrations, lineage, and lifecycle changes for a always-current system of record.
  • The AI Policy Manager & Policy Library provides prebuilt, standards-aligned policies (e.g., NIST AI RMF, EU AI Act) with centralized monitoring, evidence capture, and ongoing compliance oversight as AI systems evolve.
  • AI Guardrail Enforcement inspects GenAI, traditional ML models, and agents in real time to validate configurations, detect violations, and automatically enforce protections—such as blocking personal data exposure—to prevent incidents.
  • The platform integrates with leading AI development environments including Amazon Bedrock, Amazon SageMaker, Azure Foundry, Azure OpenAI, Databricks Unity Catalog, Google Vertex AI, and more for seamless operational governance.
  • Enterprises like Blackbaud, Kuehne + Nagel, and Lumen Technologies use OneTrust to align with frameworks, automate risk assessments, embed oversight across the AI lifecycle, and scale responsible innovation with confidence.
  • These capabilities connect governance intent to operational controls, reducing blind spots, accelerating risk management, and supporting audit readiness in fast-moving AI deployments.

Advancing from Static to Continuous AI Governance

As AI adoption accelerates across cloud platforms and no-code agent tools, governance must evolve to match the pace of development and deployment. Traditional approaches often leave gaps in visibility and control, especially for dynamic, agentic systems.

DV Lamba, Chief Product & Technology Officer at OneTrust, said: “As AI becomes more embedded across the enterprise, organizations need governance that keeps pace. With these new capabilities, OneTrust advances AI governance from point-in-time compliance to continuous, run-time control across key data and AI platforms. This helps organizations innovate with confidence, move faster, reduce risk, and maintain trust as AI scales.”

The expanded platform addresses this need by delivering:

  • Comprehensive Discovery — Automatically inventories every AI asset across environments, eliminating manual tracking and blind spots.
  • Policy-Driven Oversight — Translates regulatory and standards frameworks into actionable, real-time monitoring and evidence collection.
  • Proactive Enforcement — Continuously inspects systems and applies guardrails automatically, preventing risks before they impact operations or compliance.

These features create a unified control plane that bridges governance teams with AI development and production teams, supporting safer scaling of AI initiatives.

Real-World Impact Across Industries

Leading organizations are already leveraging OneTrust to operationalize responsible AI at enterprise scale.

Blackbaud, a provider of AI-powered solutions for social impact, uses OneTrust to align practices with the NIST AI Risk Management Framework. Integration with Databricks accelerates stakeholder reviews and embeds oversight throughout the AI lifecycle.

Kuehne + Nagel, a global logistics leader, relies on OneTrust for enterprise-wide AI governance. Centralized intake, risk classification aligned with the EU AI Act, and lifecycle oversight across procurement, development, and production enable confident, responsible innovation.

Lumen Technologies, a key network provider for AI, applies OneTrust automation and controls to scale privacy operations, accelerate regulatory compliance, and minimize risk exposure.

The OneTrust AI-Ready Governance Platform

OneTrust’s platform enables organizations to define AI purpose, automate assessments, enforce controls, and continuously monitor emerging risks across data and AI domains. By providing greater visibility, faster risk analysis, and stronger controls, it turns responsible AI practices into a driver of innovation and trust.

Resources for further exploration include a demo of continuous AI governance, a guide to assessing AI governance maturity, and a blog on 2026 AI regulatory trends.

About OneTrust

OneTrust, the AI-Ready Governance Platform™, enables innovation through the responsible use of data and AI. Trusted by over half of the Fortune 500, we help businesses govern well and move fast, turning responsible data use into a catalyst for growth.

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