Case Study: a leading top market automotive manufacturer achieves objective automated window regulator quality testing with Neuron Soundware

Leading Top Market Automotive Manufacturer - Customer Case Study

A leading top market automotive manufacturer was facing a challenge in its production line, where the quality testing of electric window regulators was dependent on human operators listening for faults. This manual process was highly subjective and resulted in a high number of customer complaints. The manufacturer engaged Neuron Soundware to replace this method with an automated solution.

Neuron Soundware implemented an AI-based acoustic quality control system using IoT devices and a machine learning model to analyze sound frequencies of the window regulators. The solution, which includes the nGuard portal for data traceability, processes approximately 1,600 products daily. This automated testing provided by Neuron Soundware eliminated the subjectivity of human listening, reduced testing costs, and brought the cost of customer complaints down to 0%, while providing a quality certificate for each product.