Register agents, assign accountable owners, control delegated permissions, and support access review and revocation.
Research scopeVendorsPublicly documented vendor profilesEvaluation guideRequirementsSecurity requirements buyers can verifyEvidence basisSourcesPublic claims linked to their original sourcesUnresolved itemsQuestionsMissing support is labeled instead of assumed
View research coverageThese counts describe available public research, not product quality or suitability.Expand
Vendor profiles
13 shown in this view
Security requirements
3 to review
Strong public support
21 requirement records
Limited public support
11 requirement records
Open research
7 with no supporting claim · 0 incomplete
Evaluation guide
What buyers should verify
Foundational security requirement
AI agent identity and permissions
Register AI agents as accountable identities, bind them to owners and delegating users, authorize task- and tool-level access, issue short-lived credentials, review access, and revoke or suspend agent authority.
Questions to test
A test agent is registered with a unique identity, accountable owner, purpose, and permitted resources.
A delegated or task-level policy issues or denies scoped access to a tool, application programming interface (API), application, or another agent.
Suspension, revocation, or lifecycle action immediately changes the agent's ability to obtain or use access.
Foundational security requirement
Agent-to-agent communication security
Authorize, log, and control agent-to-agent, agent-to-tool, Model Context Protocol (MCP), connector, and tool-chain handoffs.
Questions to test
An agent, tool, connector, or Model Context Protocol (MCP) handoff logs source identity, destination, and authorization decision.
An allowed or denied access attempt produces an audit event with agent or tool identity.
Rapid or anomalous inter-agent communication can be filtered, investigated, or alerted on.
Foundational security requirement
Non-human identity and service-account security
Inventory, least privilege, credential hygiene, monitoring, and lifecycle management for non-human identities, workloads, service accounts, application programming interface (API) keys, and machine credentials.
Questions to test
A test service account, agent identity, or non-human identity appears in inventory with owner and privileges.
A credential, secret, rotation, or hygiene issue is detected for the test identity.
A least-privilege or lifecycle control changes the status of the test identity.
Vendors are grouped by whether this approach is a core product focus or related coverage, then ordered by documented support across the requirements shown. This organizes public research coverage; it is not a product ranking or recommendation.
Evidence labelsStrong public supportLimited public supportNo supporting claim foundResearch incomplete
Core product focusThis approach is central to how these vendors present the product · 7 vendors
AembitEmergingSupport found for 3 of 3 requirementsStrong supportStrong public supportStrong supportStrong public supportStrong supportStrong public support2Profile →
CyberArk Secure AI AgentsEstablishedSupport found for 3 of 3 requirementsStrong supportStrong public supportStrong supportStrong public supportStrong supportStrong public support3Profile →
Okta for AI AgentsEstablishedSupport found for 3 of 3 requirementsStrong supportStrong public supportStrong supportStrong public supportStrong supportStrong public support1Profile →
Cequence AI GatewayScaledSupport found for 3 of 3 requirementsStrong supportStrong public supportStrong supportStrong public supportLimited supportLimited public support1Profile →
KeycardGrowth stageSupport found for 3 of 3 requirementsStrong supportStrong public supportLimited supportLimited public supportStrong supportStrong public support1Profile →
Speakeasy AI Control PlaneGrowth stageSupport found for 2 of 3 requirementsLimited supportLimited public supportLimited supportLimited public supportNo claim foundNo supporting claim found2Profile →
RunlayerGrowth stageSupport found for 1 of 3 requirementsLimited supportLimited public supportNo claim foundNo supporting claim foundNo claim foundNo supporting claim found1Profile →
Related coverageThese vendors address the requirements through another core product focus · 6 vendors
Cloudflare AI Security SuiteEstablishedSupport found for 3 of 3 requirementsStrong supportStrong public supportLimited supportLimited public supportStrong supportStrong public support1Profile →
CrowdStrike AI SecurityEstablishedSupport found for 3 of 3 requirementsLimited supportLimited public supportStrong supportStrong public supportStrong supportStrong public support3Profile →
Obsidian AI SecurityGrowth stageSupport found for 2 of 3 requirementsStrong supportStrong public supportNo claim foundNo supporting claim foundStrong supportStrong public support1Profile →
Holistic AIEmergingSupport found for 2 of 3 requirementsLimited supportLimited public supportStrong supportStrong public supportNo claim foundNo supporting claim found2Profile →
Kong AI GatewayScaledSupport found for 2 of 3 requirementsLimited supportLimited public supportStrong supportStrong public supportNo claim foundNo supporting claim found2Profile →
Enkrypt AIEmergingSupport found for 2 of 3 requirementsLimited supportLimited public supportLimited supportLimited public supportNo claim foundNo supporting claim found2Profile →
Company maturity remains a filter and profile attribute; it does not affect the research-coverage order.