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Ranked by measurement

Best AI agent governance platform

51 tested · top 51 shown

4 more could only be measured on fewer than five frames, so they are not ranked here — a partial average is not comparable with a full one.

Ordered by a seven-frame production-readiness benchmark measured from each product's public surface — not popularity, pricing or feature count. Nobody pays to appear here and the order is never edited. How it is measured →
How this field scores
low 50median 82best 100
  1. 1
    Actionbox
    Actionbox provides human approval infrastructure for AI agents, scripts, and pipelines.
    Perf 100
    Acce 97
    Sec 100
    Priv 100
    Rel 100
    Std 100
    Disc 100
    actionbox.cloud · measured 2026-11-08
    7/7 frames
  2. 2
    Execlave
    Execlave is an AI agent management platform for governance and runtime enforcement.
    Perf 97
    Acce 97
    Sec 100
    Priv 100
    Rel 100
    Std 92
    Disc 100
    execlave.com · measured 2026-10-30
    7/7 frames
  3. 3
    Aegisora
    Aegisora is a runtime governance and monitoring platform for AI agents.
    Perf 96
    Acce 97
    Sec 100
    Priv 100
    Rel 100
    Std 100
    Disc 85
    aegisora.org · measured 2026-11-04
    7/7 frames
  4. 4
    MarkupBase
    MarkupBase whitepaper on making AI agent work reviewable by humans.
    Perf 89
    Acce 94
    Sec 100
    Priv 100
    Rel 100
    Std 97
    Disc 100
    markupbase.com · measured 2026-11-01
    7/7 frames
  5. 5
    PhysicsBase
    PhysicsBase is a control layer that sits between AI agents and the real APIs they act on.
    Perf 98
    Acce 97
    Sec 100
    Priv 100
    Rel 100
    Std 100
    Disc 85
    physicsbase.ai · measured 2026-11-10
    7/7 frames
  6. 6
    NullRun
    NullRun sits between your AI agents and the outside world. Cap spend, block unsafe tool calls, require human a
    Perf 89
    Acce 98
    Sec 100
    Priv 100
    Rel 100
    Std 97
    Disc 85
    nullrun.io · measured 2026-11-10
    7/7 frames
  7. 7
    Pushary
    Pushary lets you approve or deny AI agent actions from your phone.
    Perf 93
    Acce 100
    Sec 80
    Priv 100
    Rel 100
    Std 100
    Disc 100
    pushary.com · measured 2026-11-04
    7/7 frames
  8. 8
    Kin
    Kin manages rules, approvals, and coordination across your AI apps.
    Perf 99
    Acce 100
    Sec 100
    Priv 75
    Rel 100
    Std 89
    Disc 100
    kinlab.ai · measured 2026-10-29
    7/7 frames
  9. 9
    Permaura
    Permaura provides permission and access control infrastructure for AI agents.
    Perf 82
    Acce 95
    Sec 100
    Priv 100
    Rel 100
    Std 86
    Disc 100
    permaura.com · measured 2026-10-30
    7/7 frames
  10. 10
    VENZX
    VENZX reviews AI agent actions and decides to allow, block, or escalate them.
    Sec 100
    Priv 75
    Rel 100
    Std 100
    Disc 100
    2 not assessed
    venzx.com · measured 2026-11-09
    5/7 frames
  11. 11
    Impri
    Human-in-the-loop approval layer that holds AI agent actions until a person signs off.
    Perf 90
    Acce 88
    Sec 80
    Priv 100
    Rel 100
    Std 100
    Disc 100
    impri.dev · measured 2026-10-28
    7/7 frames
  12. 12
    Install
    Shield Agent AI offers tiered pricing plans for managing named software agents and audit trails.
    Perf 98
    Acce 92
    Sec 100
    Priv 100
    Rel 100
    Std 86
    Disc 72
    shield-agent.com · measured 2026-10-31
    7/7 frames
  13. 13
    Descles
    Descles is a control plane for managing AI agents across a team.
    Perf 97
    Acce 100
    Sec 45
    Priv 100
    Rel 100
    Std 92
    Disc 100
    descles.com · measured 2026-10-31
    7/7 frames
  14. 14
    Lunen
    Lunen is a governed AI agent platform where teams build and approve automated workflows.
    Perf 81
    Acce 89
    Sec 90
    Priv 100
    Rel 100
    Std 89
    Disc 90
    lunen.ai · measured 2026-11-01
    7/7 frames
  15. 15
    XRack
    XRack is an operator console and cognitive runtime for auditing AI agent decisions.
    Perf 87
    Acce 97
    Sec 100
    Priv 70
    Rel 100
    Std 92
    Disc 85
    xrack.io · measured 2026-11-05
    7/7 frames
  16. 16
    Kastra
    Kastra provides runtime authorization and policy enforcement for AI agents and models.
    Perf 86
    Acce 100
    Sec 65
    Priv 100
    Rel 75
    Std 92
    Disc 100
    kastra.ai · measured 2026-11-02
    7/7 frames
  17. 17
    Archron
    Archron governs AI agent actions before they reach business systems like CRMs and ERPs.
    Sec 70
    Priv 100
    Rel 100
    Std 75
    Disc 90
    2 not assessed
    archron.app · measured 2026-11-05
    5/7 frames
  18. 18
    Stacksona
    Stacksona Gate adds human approval checkpoints to AI agent workflows.
    Perf 98
    Acce 100
    Sec 45
    Priv 100
    Rel 75
    Std 92
    Disc 100
    stacksona.com · measured 2026-11-03
    7/7 frames
  19. 19
    enclawed-enclaved
    Deterministically secure runtime and audit controls for AI agents.
    Perf 99
    Acce 90
    Sec 25
    Priv 100
    Rel 92
    Std 97
    Disc 100
    enclawed.com · measured 2026-11-05
    7/7 frames
  20. 20
    Magertron
    Magertron is a spend control platform for managing and governing enterprise AI agents.
    Perf 74
    Acce 88
    Sec 100
    Priv 45
    Rel 100
    Std 92
    Disc 100
    magertron.com · measured 2026-11-05
    7/7 frames
  21. 21
    Clyro
    Runtime governance and guardrails platform for AI agents and MCP-connected tools.
    Perf 95
    Acce 96
    Sec 25
    Priv 100
    Rel 100
    Std 92
    Disc 90
    clyro.dev · measured 2026-10-30
    7/7 frames
  22. 22
    Rness
    Rness centralizes AI coding agent governance across repositories and teams.
    Perf 90
    Acce 100
    Sec 45
    Priv 70
    Rel 100
    Std 92
    Disc 100
    rness.dev · measured 2026-10-30
    7/7 frames
  23. 23
    AskLedger
    AskLedger provides tamper-proof audit receipts for enterprise AI decisions.
    Perf 90
    Acce 79
    Sec 45
    Priv 100
    Rel 100
    Std 89
    Disc 85
    askledger.org · measured 2026-10-30
    7/7 frames
  24. 24
    Tenbri
    Tenbri is an open-source Agent Decision Record for AI agents.
    Perf 99
    Acce 97
    Sec 80
    Priv 70
    Rel 100
    Std 92
    Disc 47
    tenbri.com · measured 2026-11-07
    7/7 frames
  25. 25
    ThinkNEO
    Inline AI governance platform that blocks policy violations before they execute.
    Perf 46
    Acce 95
    Sec 60
    Priv 100
    Rel 100
    Std 89
    Disc 100
    thinkneo.ai · measured 2026-10-31
    7/7 frames
  26. 26
    Rigorix
    Rigorix provides self-hosted execution governance software for AI agents.
    Perf 100
    Acce 97
    Sec 60
    Priv 25
    Rel 100
    Std 92
    Disc 100
    rigorix.eu · measured 2026-11-03
    7/7 frames
  27. 27
    AgentBlackBox
    AgentBlackBox records AI agent activity into a tamper-evident audit trail.
    Perf 99
    Acce 95
    Sec 45
    Priv 100
    Rel 75
    Std 92
    Disc 60
    agent-blackbox-five.vercel.app · measured 2026-11-06
    7/7 frames
  28. 28
    Try Actera
    Actera enforces rules on what AI agents are permitted to do on a page.
    Perf 100
    Acce 94
    Sec 55
    Priv 25
    Rel 100
    Std 92
    Disc 100
    actera.dev · measured 2026-11-11
    7/7 frames
  29. 29
    Futex by RODMENA
    Human-in-the-loop control plane for AI agents requiring human approval decisions.
    Perf 92
    Acce 92
    Sec 80
    Priv 25
    Rel 100
    Std 92
    Disc 77
    futex.rodmena.co.uk · measured 2026-10-31
    7/7 frames
  30. 30
    TrustAI
    TrustAI is an inference engine that cuts LLM costs by running prefill on a small model and decode on a large o
    Perf 97
    Acce 100
    Sec 45
    Priv 25
    Rel 100
    Std 100
    Disc 90
    trytrust.ai · measured 2026-11-01
    7/7 frames
  31. 31
    Keydris
    Keydris is an AI agent authorization platform with tiered monthly pricing.
    Perf 70
    Acce 96
    Sec 100
    Priv 0
    Rel 100
    Std 89
    Disc 100
    keydris.com · measured 2026-11-09
    7/7 frames
  32. 32
    Kynara
    Kynara is a permission control plane that enforces authorization policies for AI agents.
    Perf 97
    Acce 89
    Sec 25
    Priv 70
    Rel 75
    Std 92
    Disc 100
    kynaraai.com · measured 2026-11-04
    7/7 frames
  33. 33
    BailingHub
    BailingHub connects AI agents to business backends with identity checks, permissions, and audit trails.
    Perf 96
    Acce 100
    Sec 25
    Priv 25
    Rel 100
    Std 92
    Disc 100
    bailinghub.com · measured 2026-11-02
    7/7 frames
  34. 34
    Kilasec
    Kilasec provides guardrails and spend controls for AI agents on your network.
    Perf 99
    Acce 94
    Sec 100
    Priv 25
    Rel 75
    Std 92
    Disc 57
    kilasec.com · measured 2026-11-02
    7/7 frames
  35. 35
    Kotwal
    Enterprise AI governance platform with DLP, PII redaction, and compliance controls.
    Perf 97
    Acce 93
    Sec 45
    Priv 25
    Rel 75
    Std 100
    Disc 100
    aikotwal.com · measured 2026-10-30
    7/7 frames
  36. 36
    Predict AI
    Governance and audit layer that wraps around the AI tools a business already uses.
    Perf 96
    Acce 93
    Sec 80
    Priv 25
    Rel 100
    Std 92
    Disc 47
    aif.predictai.ai · measured 2026-10-28
    7/7 frames
  37. 37
    Vigilator
    Vigilator is a human-in-the-loop oversight platform for AI agents.
    Perf 31
    Acce 96
    Sec 45
    Priv 100
    Rel 100
    Std 92
    Disc 70
    vigilator.ai · measured 2026-10-31
    7/7 frames
  38. 38
    TryAgent
    TryAgent routes, resolves, and records AI agent decision escalations at scale.
    Perf 93
    Acce 100
    Sec 25
    Priv 75
    Rel 100
    Std 92
    Disc 35
    tryagent.ai · measured 2026-11-02
    7/7 frames
  39. 39
    Termaxa
    Termaxa is a command gate that previews consequences before AI agents run shell commands.
    Perf 100
    Acce 96
    Sec 45
    Priv 25
    Rel 75
    Std 100
    Disc 70
    termaxa.com · measured 2026-11-08
    7/7 frames
  40. 40
    nonce
    nonce gives AI apps temporary, scoped access to your email, files, and calendar.
    Perf 96
    Acce 96
    Sec 45
    Priv 25
    Rel 92
    Std 92
    Disc 60
    anonce.io · measured 2026-11-02
    7/7 frames
  41. 41
    FDA
    FDA provides temporary, auditable machine access for AI agents without standing SSH.
    Perf 96
    Acce 95
    Sec 25
    Priv 25
    Rel 67
    Std 92
    Disc 100
    getfda.dev · measured 2026-11-07
    7/7 frames
  42. 42
    Aegisure
    Control and audit plane for AI coding agents across Codex, Claude Code, Cursor, and more.
    Perf 100
    Acce 100
    Sec 45
    Priv 25
    Rel 100
    Std 85
    Disc 35
    aegisure.dev · measured 2026-11-04
    7/7 frames
  43. 43
    Peregrini
    A court and register for software agents to resolve disputes under a formal constitution.
    Perf 93
    Acce 100
    Sec 45
    Priv 70
    Rel 92
    Std 70
    Disc 10
    peregrini.ai · measured 2026-11-10
    7/7 frames
  44. 44
    Agent Passport
    Authorization layer for AI agents with scoped permissions and spend limits.
    Perf 99
    Acce 88
    Sec 45
    Priv 25
    Rel 100
    Std 85
    Disc 35
    agent-passport-red.vercel.app · measured 2026-11-01
    7/7 frames
  45. 45
    Cortega
    Cortega is an enterprise AI governance platform that runs in the request path.
    Perf 55
    Acce 93
    Sec 25
    Priv 25
    Rel 100
    Std 92
    Disc 85
    cortega.ai · measured 2026-10-31
    7/7 frames
  46. 46
    AgenTrust
    Open specification for hardware-attested governance records of AI agent actions.
    Perf 97
    Acce 97
    Sec 25
    Priv 25
    Rel 92
    Std 70
    Disc 40
    trace.agentrust-io.com · measured 2026-11-07
    7/7 frames
  47. 47
    Z1 Governance
    Runtime governance layer that enforces AI agent actions before they execute.
    Perf 69
    Acce 89
    Sec 45
    Priv 25
    Rel 92
    Std 85
    Disc 15
    z1governs.com · measured 2026-10-30
    7/7 frames
  48. 48
    KeyContain
    KeyContain gives AI agents their own API keys with precise, approval-based access controls.
    Perf 62
    Acce 91
    Sec 45
    Priv 25
    Rel 45
    Std 89
    Disc 45
    keycontain.com · measured 2026-11-08
    7/7 frames
  49. 49
    Agent Canary · 安全治理工作台
    Agent Canary is a security governance workbench for AI agent monitoring and policy control.
    Perf 100
    Acce 55
    Sec 45
    Priv 25
    Rel 47
    Std 64
    Disc 15
    dorianchn.github.io · measured 2026-11-09
    7/7 frames
  50. 50
    runeward
    Governed execution sandboxes for AI agents with policy enforcement and audit trails.
    Perf 100
    Acce 55
    Sec 45
    Priv 25
    Rel 47
    Std 64
    Disc 15
    runewardd.github.io · measured 2026-10-29
    7/7 frames
  51. 51
    Tempus DDB
    Tempus DDB is a security gate that authorizes and audits AI agent actions.
    Perf 100
    Acce 55
    Sec 45
    Priv 25
    Rel 47
    Std 64
    Disc 15
    elbuilder77.github.io · measured 2026-11-02
    7/7 frames
What this does not say
This ranks how production-ready each product's public surface is — not how well it does its job. For ai agent governance platform, that means it does not measure the quality of the work itself. Products whose sites block automated readers are left out rather than ranked last — we did not measure them, and bottom placement would claim something we never observed. Scores are floors: anything set at a CDN, a proxy or behind a login is invisible from the public surface.

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