Manufacturing
AI-Powered Quality Control for Manufacturing
The Challenge
Manual quality inspection processes led to a 5% defect rate reaching customers, costing millions in returns, rework, and reputation damage.
Our Solution
Deployed computer vision-based quality inspection system on the production line, integrated with IoT sensors for real-time monitoring and predictive maintenance alerts.
Results
Defect detection accuracy of 99.7%
Reduced customer-facing defects by 90%
50% reduction in quality inspection costs
Predictive maintenance reduced downtime by 35%
Technologies Used
PythonTensorFlowOpenCVIoT SensorsAzure IoT HubPower BI
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