Airia vs OneTrust
Govern AI on the platform it runs on with a OneTrust alternative built for AI
OneTrust adds AI governance to a privacy and risk platform. Airia was built for enterprise AI, so governance, security, routing, and spend run in one place.
Last updated November 4, 2026
OneTrust AI Governance is part of OneTrust's broader privacy, data, and risk platform, with AI inventory, risk assessments, and runtime guardrails across connected AI platforms. Airia is the enterprise AI control plane: one platform to build, run, secure, and govern enterprise AI. Choose OneTrust when AI governance should sit inside an existing OneTrust privacy program. Choose Airia when you want a platform built for AI, with 15 preloaded frameworks, endpoint discovery, agent building, and AI FinOps.
- Named a Visionary and positioned furthest for Completeness of Vision in the 2026 Gartner Magic Quadrant for AI Governance Platforms
- Ranked 1st for the AI Security Use Case in the 2026 Gartner Critical Capabilities for AI Governance Platforms
- Included in the Forrester Agentic Control Plane Solutions Landscape (Q2, 2026)
Compare Airia and OneTrust side by side
| Capability | Airia | OneTrust |
|---|---|---|
| What it is built to do | Build, run, secure, and govern all enterprise AI on one platform | Connect privacy, data, AI, and technology risk on one governance platform |
| AI discovery | Eight discovery surfaces, including endpoints and coding agents | AI inventory through integrations such as Amazon Bedrock, Microsoft Foundry, Databricks, and Vertex, plus an AI Guard SDK for app discovery |
| Governance frameworks and evidence | 15 preloaded frameworks, an AI Governance Registry, AI Audit Trail, Living Disclosures, and Continuous Governance Reporting | Risk assessments, evidence collection, and regulation-led programs including the EU AI Act |
| Runtime enforcement | Guardrails in the request path for prompts, responses, and agent actions | Runtime guardrails and monitoring, with coverage that varies by integration, plus a control layer announced in October 2026 that evaluates agent actions as they occur |
| Agent and workflow building | Agent and workflow building with governance applied from the first pilot | Not described on its public site |
| AI spend and model routing | Spend attribution, budgets, and model routing with failover | Not described on its public site |
| MCP and agent tool access | MCP Gateway that governs which tools and servers agents can reach | Permissions, allowed actions, and audit logs for agents in MCP-enabled environments |
| Analyst recognition and proof | Named a Visionary and positioned furthest for Completeness of Vision in the 2026 Gartner Magic Quadrant for AI Governance Platforms. Ranked 1st for the AI Security Use Case in the companion Critical Capabilities report. Included in the Forrester Agentic Control Plane Solutions Landscape (Q2, 2026). | Visionary in the 2026 Gartner Magic Quadrant for AI Governance Platforms, plus Fortune 500 adoption |
See where Airia goes further than OneTrust
Discover AI beyond connected platforms
OneTrust's inventory draws mainly on the platforms it integrates with. Airia discovers AI across eight surfaces, including endpoints and coding agents, so shadow AI shows up too.
Run AI on the same platform
Airia lets teams build agents and workflows, route across models, and fail over, all under the policy that governs them. OneTrust governs AI built and run elsewhere.
Answer for AI spend
Airia attributes AI spend to teams and holds budgets in the request path. OneTrust's AI governance materials do not describe cost management.
Know where OneTrust fits
OneTrust is a strong fit for enterprises already running privacy, consent, and third-party risk on OneTrust that want AI governance in the same program. Its notes on integration coverage are among the most transparent in the market.
Use Airia and OneTrust together
OneTrust customers can keep privacy, consent, and third-party risk on OneTrust and use Airia as the platform where AI is built and run, with AI-specific enforcement, model routing, and spend controls in one place.
Get answers on Airia and OneTrust
What is the best OneTrust AI governance alternative?
If AI governance should live inside an existing OneTrust privacy program, OneTrust is the natural choice. If you want a platform built for enterprise AI, covering governance, security, agent building, routing, and spend, Airia is the alternative.
How is Airia different from OneTrust AI Governance?
OneTrust extends a privacy and risk platform to cover AI. Airia was built as the platform enterprise AI runs on, with governance and security in the request path.
Does OneTrust discover shadow AI on endpoints?
OneTrust's public materials describe inventory through platform integrations and an AI Guard SDK. They do not describe endpoint discovery. Airia discovers AI across eight surfaces, including endpoints and coding agents.
Can Airia run alongside OneTrust?
Yes. Teams can keep privacy, consent, and third-party risk on OneTrust and use Airia as the platform where AI is built and run, with AI-specific enforcement, routing, and spend controls.
Who should choose Airia over OneTrust?
AI governance leads and platform teams who need governance built for agents, MCP, and model operations, and finance leaders who need AI spend tied to the teams behind it.
See every model, agent, and workflow run on one platform
Book a demo to see governance, security, and AI operations working together on your use cases.
Comparison based on publicly available information as of November 4, 2026. OneTrust and other product names are trademarks of their respective owners. Airia is not affiliated with OneTrust.
Gartner, Magic Quadrant for AI Governance Platforms, Lauren Kornutick, Sumit Agarwal, Priya Sundararaman, Nader Henein, Brandon Medford, 17 June 2026.
Gartner, Critical Capabilities for AI Governance Platforms, Lauren Kornutick, Sumit Agarwal, Priya Sundararaman, Nader Henein, Brandon Medford, 17 June 2026.
Gartner, Emerging Market Quadrant for AI FinOps Tools – Startup Vendors, Ray Collins, Adam Ronthal, Marco Meinardi, Nitish Tyagi, 28 October 2026.
GARTNER is a trademark of Gartner, Inc. and/or its affiliates. Magic Quadrant is a trademark of Gartner, Inc. and/or its affiliates.
Gartner does not endorse any vendor, product or service depicted in its research publications, and does not advise technology users to select only those vendors with the highest ratings or other designation. Gartner research publications consist of the opinions of Gartner’s research organization and should not be construed as statements of fact. Gartner disclaims all warranties, expressed or implied, with respect to this research, including any warranties of merchantability or fitness for a particular purpose.