OneTrust’s POV: What to look for in an AI Governance platform.
Responsible AI is more than meeting compliance requirements. It is the foundation for trust and sustainable growth. A strong AI governance program provides the visibility, control, and assurance you need to manage risk, meet regulations, and scale innovation confidently across the AI lifecycle. Start with a platform built to make governance your strategic advantage.
OneTrust recognized in the 2025 Gartner® Market Report for AI Governance Platforms
Assess and manage risk
- Centralize all AI systems — built, embedded, GenAI, and agents — in a single inventory.
- Automate model, use case, and agent risk assessments.
- Apply out-of-the-box risks, controls, and policies aligned with the EU AI Act, NIST AI RMF, and ISO/IEC 42001.
- Enable continuous monitoring and runtime enforcement to maintain compliance in production.
Operationalize governance
- Automate policy checks and enforcement at runtime.
- Streamline workflows, reviews, approvals, and audit documentation.
- Capture and map data usage for privacy, security, and ethical oversight.
- Integrate with MLOps, data catalogs, and risk systems to unify governance across the AI and data stack.
Drive visibility & adoption
- Deliver usage dashboards, model observability, and reporting for teams and executives.
- Provide a business-friendly experience that bridges technical and non-technical users.
- Simplify rollout and scale governance consistently across the enterprise.
View OneTrust’s recognition in the Gartner® Market Report
Governance = Growth
By 2028, governance technologies will decrease regulatory compliance costs by 20%, enabling 10% more investment in strategic growth initiatives.
Is your AI strategy slowing it down?
Is your AI strategy slowing it down?
The three pillars of AI Governance
Central oversight of AI
- Full visibility into every AI system — built, embedded, or bought.
- Unified inventory to clarify ownership, value, and accountability across teams.
Risk management & compliance
- Automated risk reviews and policy checks.
- Out-of-the-box regulatory alignment for the EU AI Act, NIST RMF, and ISO 42001.
- Policy enforcement and controls applied dynamically at runtime.
Monitoring & reporting
- Ongoing monitoring of model performance, behavior, and compliance.
- Transparent reports and dashboards for leaders, auditors, and regulators.
Connecting TRiSM and AI Governance: A Unified Approach to Responsible AI
The Gartner TRiSM (Trust, Risk, and Security Management) framework highlights how AI governance spans multiple disciplines — data, analytics, AI, cybersecurity, and assurance. As these domains converge, organizations need a platform that connects them.
We believe that OneTrust brings these functions together in a single, integrated risk platform.
Unlike point tools that focus on just one part of the problem, OneTrust unifies privacy, data and AI governance, third-party risk, and compliance to support responsible innovation across the business.
Why we see organizations choose OneTrust
Bringing these elements together requires a platform that can bridge data, privacy, security, and AI practices. OneTrust unifies these elements into a single, connected approach.
- Unified platform that connects privacy, data governance, third-party risk, and AI governance.
- Cross-domain risk management with overlapping controls and shared policies.
- Hybrid governance approach combining intelligent scanning, dynamic assessments, and automated workflows.
- Shared data model that maps relationships automatically and simplifies AI asset management.
- Real-time orchestration that replaces reactive oversight with continuous assurance.
Unify your privacy, data, and AI governance with OneTrust and lead with responsible innovation built on trust and transparency.
Download the Gartner Market Report to see how we have been recognized.