# Agent Control Plane

> A centralized layer for deploying, operating, monitoring, and governing many agents across an organization.

- Category: AI-Native Product
- Stage: Rising
- Also called: Agentic control plane, Agent governance control plane
- Canonical: https://www.joelcsaji.com/ai-dictionary/agent-control-plane

## Plain English

It is the admin and policy surface for an agent fleet, not the agent doing the work.

## Example

An enterprise control plane inventories agents, applies shared policies, manages tool access, tracks spend, and surfaces traces for review.

## Why it matters

As teams ship many agents across frameworks and departments, governance and observability need to move from one-off prompts into shared infrastructure.

## Related

- [AgentOps](https://www.joelcsaji.com/ai-dictionary/agentops)
- [Trace](https://www.joelcsaji.com/ai-dictionary/trace)
- [Guardrails](https://www.joelcsaji.com/ai-dictionary/guardrails)

## Sources

- [IBM: Agent Control Plane](https://www.ibm.com/think/topics/agent-control-plane)
- [Galileo: Agent Control](https://www.globenewswire.com/news-release/2026/03/11/3253962/0/en/Galileo-Releases-Open-Source-AI-Agent-Control-Plane-to-Help-Enterprises-Govern-Agents-at-Scale.html)