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Vision Inspection

Vision-signal fusion

741 detections in the last 24h · linked to VINs, MES build records and open investigations

Vision-Signal Agent · dispatchedPlant vision platform · streaming
CausalQ consumes detections from the plant vision platform (Cognex, KeyView, Anavue cameras and edge inference) and links each frame to a VIN, an MES build record, and — where relevant — an open root-cause investigation. CausalQ augments your inspection stack; it does not replace cameras or inference.
Detections · 24h
741
up 4.2% vs 7-day avg
Linked to investigation
63%
466 of 741 detections
Cameras online
47/47
all stations reporting
Median link latency
1.8s
frame → VIN → case

Defect-type breakdown

24h · across all lines

  • Clearcoat orange-peel214
  • Weld porosity187
  • Fit-and-finish gap148
  • Paint runs96
  • Weld splatter74
  • Missing fastener22

Station & line breakdown

Detections per station · camera uptime

PlantLineStationDetections 24hCamera uptime
Pune PlantLine 5HV pack8299.4%
Pune PlantTrim Line 2Door6199.1%
Sanand PlantPaint Booth AGantry 1+214898.7%
Sanand PlantTrim Line 2Hood4499.2%
Chennai PlantBody Shop L1Cells 2-412299.6%
Chennai PlantTrim Line 1Hood/fender3899.5%