White paper

From Data to Decisions: How Agentic AI with IRIS Flows is transforming industrial operations

02.25.2026
Agentic AI is redefining how industrial organizations move from data to real operational decisions. IRIS Flows enables a digital workforce of intelligent agents that monitor conditions, diagnose issues, guide frontline teams, and execute workflows autonomously. Built on IRIS Foundry’s semantic knowledge graph, Industrial LLM, and real‑time DataOps backbone, IRIS Flows brings context-aware, safe, and scalable autonomy to reliability, maintenance, production, and safety operations. The result is faster decisions, consistent execution, reduced downtime, and a more empowered workforce.

Key Takeaways:

  • Agentic AI turns industrial data into fast, consistent actions—not just insights.
  • IRIS Flows uses a knowledge graph + Industrial LLM for accurate, context‑aware decisions.
  • Multi-agent collaboration handles monitoring, diagnosis, workflows, and verification end‑to‑end.
  • Built-in governance ensures safe, transparent, controlled autonomy.
  • Integrates with IRIS Copilot and Proceedix to close the loop from detection to frontline execution.
  • Reduces downtime, standardizes execution, boosts workforce productivity, and accelerates decisions.
  • Scales across sites with hybrid edge–cloud deployment for real-time responsiveness.
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