It will enable VOSS to provide quick and advanced warning of potential problems with their products. This will increase control over the quality of shipped goods, preventing defective products from being shipped. The result will be reduced complaint costs, improved company image and increased customer satisfaction.
It designs and manufactures, among other things, brake and fuel hoses, multi-connectors and valves for major automotive brands. Their products serve the safety of thousands of people driving cars manufactured by their customers.
The data is aggregated into a single system on which Machine Learning algorithms such as Artificial Neural Networks or Gradient Boosted Decision Trees are taught. The algorithms are able to predict with precision down to individual manufactured parts the probability with which a part is defective (the defect was not detected by the workers at the production stage) and will consequently be sent to the customer, resulting in a product complaint. Based on the probability returned, it is possible to signal which parts should be reviewed again by a human before they are sent to customers.
Additionally, we use explainable algorithms that indicate the factors that have the greatest influence on the algorithm’s decision. As a result, VOSS is able to pay more attention to the most problematic aspects of production, reducing the number of product defects that arise.
MIM Solutions was launched as a spin-off of the University of Warsaw’s Algorithms Group, directed by prof. Piotr Sankowski. The company has brought together experts passionate about solving practical algorithmic problems efficiently, and this has finally evolved towards machine learning. Although MIM Solutions is not a part of the university now, we are still in tight cooperation.
MIM Solutions specialises in difficult tasks. We are proficient in providing effective solutions, especially when standard methods have failed. However, for the most common problems we specialise in, we offer a set of generic services ready to swiftly deploy in any environment.
MIM Solutions is a company registered in the National Court Register kept by the District Court for the City of Warsaw, 13th Commercial Division of the National Court. Register. KRS: 0000581404, NIP: PL5213710082.
