AI Agents for Real-Time Digital Twins: Autonomous Monitoring, Prediction&Maintenance

This session is about how to combine Azure Digital Twins, IoT telemetry, Microsoft Fabric, and AI agents to create fully autonomous monitoring systems.
Presentation Key points:

Agentic workflows that inspect telemetry streams (vibrations, temperature, humidity, motion, etc.).

Real-time anomaly detection → agent reasoning → automated actions (e.g., ticket creation, shutting down equipment).

Integrating Digital Twin graphs with LLMs (agents querying twin relationships to understand semantic context).

Using Azure AI Agent Service + Eventstreams/Eventhouse for “sense → think → act"

1. Design agentic monitoring workflows 2. Enable autonomous decision-making and action 3. Leverage Digital Twin semantics with LLM-powered agents