Manufacturers taking advantage of machine learning are seeing benefits. Forbes reported that, "Machine learning algorithms, applications, and platforms are helping manufacturers find new business models, fine-tune product quality, and optimize manufacturing operations to the shop floor level." In fact, defect detection rates can increase up to 90% when utilizing automation quality testing. You can also improve semiconductor manufacturing yields, reduce scrap rates, and drastically reduce forecasting errors and lost sales.
Improving semiconductor manufacturing yields up to 30%, reducing scrap rates, and optimizing fab operations is achievable with machine learning. Reducing supply chain forecasting errors by 50% and lost sales by 65% with better product availability is achievable with machine learning. Automating quality testing using machine learning is increasing defect detection rates up to 90%. Read More