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How to Build a Control Plane for AI Agents

Towards Data Science Ari Joury, PhD October 2, 2026
How to Build a Control Plane for AI Agents
AI Summary— plain English for professionals

# How to Build a Control Plane for AI Agents When you let an AI system take actions on its own—like sending emails or accessing files—you need guardrails to make sure it doesn't go rogue. A control plane is essentially a safety system that manages what an AI agent is allowed to do, giving it permission to act only within boundaries you set. This matters because as AI systems become more autonomous, having clear oversight prevents costly mistakes and security problems.

Giving an LLM permission to act, in 9 steps The post How to Build a Control Plane for AI Agents appeared first on Towards Data Science.

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