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 that turn signals into trusted context, governed decisions, bounded action, and Decision Trace.
One platform from monitoring to governed autonomous operations.
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 cited as a case study in Gartner® research on where Generative AI works for industrial operations.
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1 post tagged with "predictive-maintenance-hardware".
Welcome to our exploration of the fascinating world of predictive maintenance. In this blog article, we're diving into the technological backbone that makes predictive maintenance not just a...
Wouter Beneke