A global mining major used XMPro digital twins to turn vibration signals into maintenance action.
Pre-built operational solutions curated by category, type, and industry.
Assistants, AI Advisors, and Cognitive Decision Teams powered by MAGS.
The operating layers from signal to governed action: DataStreams, OCE, AI Flow, MAGS, AppDesigner, FRS.
How industrial operations move from monitoring to governed agentic action.
How XMPro turns sensor signals into traceable maintenance decisions.
XMPro is deployed across capital-intensive industries where uptime, safety, and traceability matter.
A technical paper on why industrial AI agents need governed decision architecture — fact-based observations, scored gates, Decision Trace, and bounded actuation.
XMPro named as a Sample Vendor for Agentic AI in the Gartner Hype Cycle for K-12 Education, 2026.
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1 post tagged with "decision-architecture".
From digital twins to Agentic Operations, the pattern behind XMPro's 50 analyst research appearances since January 2024 tells a bigger story than the number.
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Wouter Beneke