Internet of Agentic Things: AI Agents Orchestrate IoT Systems.

Quanyan Zhu· July 15, 2026 View original

Summary

This paper introduces the Internet of Agentic Things (IoAT), a framework integrating AI agents with IoT, cyber-physical systems, and edge computing for closed-loop orchestration. It formalizes IoAT as a workflow-control problem using dynamic programming and discusses smart-building orchestration as a use case.

The Internet of Agentic Things (IoAT) proposes a novel architectural framework that unifies various advanced technologies to enable autonomous, closed-loop orchestration of physical environments. This framework combines agentic AI, the Internet of Things (IoT), cyber-physical systems, and edge computing, leveraging digital twins to create a comprehensive system. At its core, IoAT features autonomous AI agents operating across cloud, edge, and physical IoT layers. These agents are designed to perceive their environment, reason about situations, coordinate actions with other agents, and directly actuate changes within distributed cyber-physical systems. The paper formalizes this complex interaction as a coupled workflow-control problem, utilizing a hylomorphic dynamic programming approach to link agent planning with real-world execution. A key application highlighted is smart-building orchestration, demonstrating how IoAT can manage complex building systems autonomously. The research also delves into critical challenges for deployment, including ensuring safety, security, robust governance, system resilience, and overall trustworthiness of these highly autonomous systems.

Why it matters

This framework offers a vision for truly autonomous and intelligent IoT systems, potentially revolutionizing how complex physical environments are managed and optimized without constant human intervention.

How to implement this in your domain

  1. 1Evaluate existing IoT infrastructure for compatibility with agentic AI integration.
  2. 2Pilot IoAT concepts in a controlled environment, such as a smart-building subsystem.
  3. 3Develop robust security protocols tailored for distributed AI agent interactions.
  4. 4Invest in AI engineering talent capable of designing and deploying autonomous agents.
  5. 5Establish governance frameworks for agent decision-making and accountability.

Who benefits

Smart CitiesManufacturingLogisticsEnergyHealthcare

Key takeaways

  • IoAT integrates AI agents with IoT for autonomous, closed-loop system orchestration.
  • The framework uses AI agents for perception, reasoning, coordination, and actuation across layers.
  • Smart-building orchestration is a primary use case for IoAT.
  • Key challenges include safety, security, governance, and trustworthy deployment.

Original post by Quanyan Zhu

"arXiv:2607.12662v1 Announce Type: new Abstract: The paper introduces the Internet of Agentic Things (IoAT), an architectural framework that integrates agentic AI, IoT, cyber-physical systems, Physical AI, edge computing, and digital twins into a unified closed-loop orchestration…"

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