AI agent management platforms
AI agent management platforms covers control planes that inventory, govern, secure, cost-manage and route an organisation's AI agents, whoever built them; separate from agent-building suites.
In brief
AI agent management platforms, in brief.
What it isAI agent management platforms covers control planes that inventory, govern, secure, cost-manage and route an organisation's AI agents, whoever built them; separate from agent-building suites.
Where it sitsOne of 16 categories in the Safety and trust layer. Safety and trust covers the tools that check, test and control AI systems: evaluations, guardrails, security, red-teaming, monitoring, and the platforms that handle governance and compliance.
What we track20 products, including AgilePoint NX, Airia, Amazon Bedrock AgentCore (registry, identity, observability), Boomi Agentstudio and CloudEagle (SaaS and AI agent governance).
The products
20 products in AI agent management platforms.
Each name opens a search for that product in our index.
ProductMakerIts own site
From our census of 2026-11-08. A product listed here is one that belongs in this category; the search answer says whether we have checked it.
Questions
AI agent management platforms, answered.
What is AI agent management platforms in AI infrastructure?AI agent management platforms covers control planes that inventory, govern, secure, cost-manage and route an organisation's AI agents, whoever built them; separate from agent-building suites.
Which layer of AI infrastructure is AI agent management platforms in?AI agent management platforms is in the Safety and trust layer. Safety and trust covers the tools that check, test and control AI systems: evaluations, guardrails, security, red-teaming, monitoring, and the platforms that handle governance and compliance.
Which products are in AI agent management platforms?We track 20 products in AI agent management platforms, including AgilePoint NX, Airia, Amazon Bedrock AgentCore (registry, identity, observability), Boomi Agentstudio, CloudEagle (SaaS and AI agent governance), GlobalLogic VelocityAI, Google Gemini Enterprise (agent management) and Gravitee Agent Management (Agent Mesh). The full list is on this page.
Safety and trust
The other categories in Safety and trust.
AI governance & compliance platformsAI incident & risk databasesAI securityAI-generated content & deepfake detectionBias, fairness & explainabilityConfidential AI & private inferenceContent provenanceEvalsGuardrailsInterpretability & model internals toolingLLM & agent observabilityModeration & guard classifiersPrompt managementRed-teamingVoice & conversational agent simulation testing