Airia vs ModelOp
Bring unregistered AI into governance with a ModelOp alternative
ModelOp is a system of record for AI from intake to retirement. Airia discovers, runs, secures, and governs enterprise AI on one platform.
Last updated November 4, 2026
ModelOp is an enterprise AI governance platform that acts as a system of record from intake through retirement across ML, generative, and agentic AI, with ROI tracking. Airia is the enterprise AI control plane: one platform to build, run, secure, and govern enterprise AI. Choose ModelOp for a lifecycle system of record in regulated enterprises. Choose Airia when you need endpoint-level shadow AI discovery, guardrails on prompts and responses, model routing, and budget enforcement on the platform your AI runs on.
- 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 ModelOp side by side
| Capability | Airia | ModelOp |
|---|---|---|
| What it is built to do | Build, run, secure, and govern all enterprise AI on one platform | Unify all AI in one system of record and operating layer |
| AI discovery | Eight discovery surfaces, including endpoints and coding agents | Intake of AI use cases into the system of record |
| Governance frameworks and evidence | 15 preloaded frameworks, an AI Governance Registry, AI Audit Trail, Living Disclosures, and Continuous Governance Reporting | Lifecycle governance from intake to retirement |
| Runtime enforcement | Guardrails in the request path for prompts, responses, and agent actions | A proxy service that blocks unapproved agent traffic, plus runtime enforcement through a Kong API Gateway partnership |
| 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 | Cost, token usage, and ROI tracking across AI use cases. Model routing not described |
| MCP and agent tool access | MCP Gateway that governs which tools and servers agents can reach | Proxy blocks MCP and agent-to-agent traffic unless the agent tool is registered and approved |
| 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, tied with IBM for the top AI Agent Governance score in the companion Critical Capabilities report |
See where Airia goes further than ModelOp
Discover AI that skipped intake
Airia discovers AI across eight surfaces, including endpoints and coding agents. A system of record only knows what teams submit to it.
Guard prompts and responses, not just traffic
ModelOp's proxy decides which agents and tools may connect. Airia also applies guardrails to the prompts, responses, and agent actions inside each request.
Hold budgets as AI runs
ModelOp tracks cost, tokens, and ROI. Airia also holds budgets in the request path and routes across models with failover.
Know where ModelOp fits
ModelOp is a strong fit for regulated enterprises with mature model risk programs that want one record of every AI use case from intake to retirement. Its lifecycle automation and value tracking are its edge.
Use Airia and ModelOp together
ModelOp can remain the system of record for intake, approvals, and model risk, while Airia enforces those decisions at runtime and runs the agents and workflows your teams build.
Get answers on Airia and ModelOp
What is the best ModelOp alternative?
If you need a lifecycle system of record, ModelOp is built for it. If you want discovery, enforcement, and AI operations on the same platform as governance, Airia is the alternative.
How is Airia different from ModelOp?
ModelOp records and governs AI use cases across their lifecycle. Airia governs AI on the platform it runs on and adds discovery, security, agent building, routing, and AI FinOps.
Does ModelOp discover shadow AI?
ModelOp centers on intake into its system of record and inventories agents it can see through its proxy. Airia discovers AI across eight surfaces, including endpoints and coding agents.
Does Airia track AI spend?
Yes. Airia attributes AI spend to the teams and workflows behind it and holds budgets in the request path through AI FinOps.
Who should choose Airia over ModelOp?
Enterprises whose AI footprint includes tools nobody registered, and teams moving agents into production with tool access to govern.
Can Airia and ModelOp work together?
Yes. ModelOp can stay the lifecycle system of record, while Airia enforces policy at runtime and runs the agents your teams build.
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. ModelOp and other product names are trademarks of their respective owners. Airia is not affiliated with ModelOp.
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.