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AI Agent Governance: Five Pillars You Build, Not Write

von Ashish Dubey

Published: September 22, 2026

AI Agent Governance — TrueFoundry

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Häufig gestellte Fragen

What is AI agent governance?

The set of controls that make five questions answerable for every agent at any moment: what agents exist, who is accountable, what each can reach, on whose behalf it acts, and what it actually did. In practice: a registry, an identity per agent, least-privilege grants per target, delegation that carries the user across hops, and a per-hop audit trail with a kill switch.

How is agent governance different from governing service accounts?

A service account does what its configuration says and is reviewed on a schedule. An agent interprets an objective, picks its own tools and chains calls, so its behaviour drifts from its defined authority between reviews. Agent governance adds delegation rules, per-hop attribution of the actor chain, and continuous comparison of behaviour with declared scope.

Do I need an AI agent registry if my identity provider already issues agent identities?

Yes, if your agents cross platforms. Entra governs Entra agents, Okta governs Okta apps, Bedrock governs Bedrock agents, and none governs an agent that starts in one and calls into another. A registry plus a gateway gives one inventory and one enforcement point across all of them.

Can I deploy TrueFoundry in my own VPC or on-prem?

Yes. TrueFoundry runs in your VPC, on-prem, air-gapped, or hybrid, so prompts and responses never leave your domain even as you route across many providers.

Does TrueFoundry support MCP and AI agents generally?

Yes. It includes an MCP Gateway, an Agent Gateway, and an MCP & Agents Registry with tool-level access control. Agents on LangGraph, CrewAI, AutoGen, or a custom framework can all be governed centrally.

Lässt es sich in meinen bestehenden Observability-Stack integrieren?

Ja. Das Gateway ist OpenTelemetry-kompatibel und lässt sich in Grafana, Datadog, Prometheus oder Ihren bevorzugten Stack integrieren. Es verfolgt jede Anfrage vom Prompt bis zur Ausführung von Tools und Modellen, sodass Sie eine einheitliche Protokollierung erhalten, ohne Ihre bestehenden Systeme entfernen zu müssen.

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