Case Study: a large-scale manufacturer and distributor of semiconductor wafers achieves 93.7% defect detection accuracy with Softweb Solutions’ AI wafer inspection

a large-scale manufacturer and distributor of semiconductor wafers boosts defect detection to 93.7% with Softweb Solutions

A large-scale manufacturer and distributor of semiconductor wafers faced significant production delays and quality control issues due to a manual, error-prone defect detection process. They collaborated with Softweb Solutions to develop an automated AI-based inspection solution to improve accuracy and operational efficiency.

Softweb Solutions implemented a deep learning system using TensorFlow and Keras, which achieved 93.7% defect detection accuracy. This automated solution deployed by Softweb Solutions dramatically reduced human error, improved production yield, and enabled the client to fulfill orders on time by identifying defects at an early stage.