A global mining major used XMPro digital twins to turn vibration signals into maintenance action.
The operating layers that turn signals into trusted context, governed decisions, bounded action, and Decision Trace.
One platform from monitoring to governed autonomous operations.
Browse Assistants, Advisors, and Cognitive Decision Teams powered by MAGS.
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.
SOLUTIONS LIBRARY / TYPE
1 use case
OEE-style measurement across pumping stations — availability, performance, quality and predictive maintenance under one picture.
