SoftServe
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User
Quality Manager
Manufacturing
AI Model
Azure OpenAI GPT-4o
Outcomes
−65%
Defect escape rate
4×
Faster root cause
−30%
Rework cost
<60min
Batch trace time
What AI Does
  • Sensor Fusion Agent: Aggregates real-time streams from process sensors
  • Anomaly Detector: Applies statistical process control and ML models to identify parameter deviations before defects manifest in finished product
  • Root Cause Analyzer: Traces detected deviations across materials
  • Batch Containment Agent: Issues targeted batch quarantine or hold instructions and coordinates rework routing for affected units
Built With
Microsoft Azure AI
Azure IoT HubAzure OpenAI GPT-4oAzure Computer VisionMicrosoft FabricAzure MLPower BI Embedded
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