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Downtime Root Cause Agent

Turn every stop into an explainable event.

Correlates PLC states, fault codes, video, and operator input to classify stoppages and identify the most likely root cause.

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Industries
  • Automotive
  • Food and beverage
  • Packaging
  • Pharmaceuticals
  • Industrial equipment
Use cases
Downtime classification; Root-cause analysis; OEE improvement

Manufacturing work unfolds over minutes, across people, tools, parts, machines, stations, and process variants. Our systems combine temporal video understanding, process mining, typed process graphs, large teacher models, edge-deployed students, and human process expertise.

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