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Scrap and Rework Agent

Trace quality losses back to production reality.

Groups scrap and rework events by product, station, shift, and observed process behavior to highlight recurring causes.

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Industries
  • Automotive
  • Electronics
  • Medical devices
  • Consumer goods
Use cases
Scrap reduction; Rework analysis; Quality 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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