AI Governance Safety & Evaluation Enterprise Only

Operant AI

Unified runtime defense for endpoints, agents, MCP, and AI applications

Visit official website
PricingEnterprise Only
Starting priceContact sales
Free planUnknown
Free trialYes
APIYes
Open sourceNo
DeploymentHybrid
Last verifiedAugust 2, 2026
Overview

Tool overview

Operant AI is listed under AI Governance Safety & Evaluation AI tools.

Summary

What is Operant AI?

Operant AI protects enterprise AI across employee endpoints, production agents, MCP servers, and model traffic. Its platform combines discovery, runtime monitoring, identity and access controls, inline blocking, data protection, an MCP gateway, and an AI-aware LLM gateway.

Best fit

Best for

Enterprises securing endpoints, agents, MCP, and AI applications together

Audience

Who is it for?

Security teamsAI platform teamsIdentity teamsEndpoint and cloud-security teams
Recommendation

Decision note

Accepted for editorial review with a 90/100 candidate score.

Capabilities

Key features

Endpoint AI and shadow-MCP discovery

Agent runtime monitoring and action controls

Central MCP registry, inspection, and authorization

LLM gateway with firewall, routing, and data protection

Workflows

Use cases

Govern coding and coworking agents

Protect cloud and SaaS agents at runtime

Secure MCP tools and traffic

Inspect and route model requests safely

Strengths

Pros

  • Covers multiple enterprise AI surfaces
  • Supports blocking and automated redaction
  • Offers VPC, on-premises, and air-gapped options
Considerations

Limitations

Operant reduces runtime risk but does not replace secure development, identity design, endpoint management, incident response, or model testing. Teams must validate policy behavior, protected data types, application compatibility, and failure modes before blocking production traffic.

Cost

Pricing details

Pricing modelEnterprise Only
Starting priceContact sales
Free planUnknown
Free trialYes
Pricing context

Billing options

MonthlyAnnualMulti-year custom agreement
Pricing context

Pricing note

Operant offers Pro, Scale, and Enterprise plans with custom quotes based on endpoints, production agents, MCP and AI-application scope. A free seven-day sandbox trial is published. Monthly plans are available, with annual, volume, and multi-year discounts.

View official pricing
Compatibility

Supported languages

  • English
Connectivity

Integrations

AWS

Azure

Okta

SIEM and SOAR

IdP and MDM systems

Specs

Technical details

PlatformsWeb
Multilingual supportUnknown
Login requiredUnknown
Open sourceNo
DeploymentHybrid
CompanyOperant AI
Editions / plansPro Scale Enterprise
Data confidenceHigh
Last verifiedAugust 2, 2026
Documentation → Data source →
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Answers

Frequently asked questions

Operant AI protects enterprise AI across employee endpoints, production agents, MCP servers, and model traffic. Its platform combines discovery, runtime monitoring, identity and access controls, inline blocking, data protection, an MCP gateway, and an AI-aware LLM gateway.
Enterprises securing endpoints, agents, MCP, and AI applications together
The listed pricing model for Operant AI is Enterprise only. Pricing can change, so users should verify the latest plan details on the official website.
Yes. The current profile indicates that a free trial is available.
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