Adoption of new machine learning technologies in order to develop applications and predictive models of product quality
Business Need/Question: Which are the final properties of our products? Can we predict them instead of waiting to test them at the end of the production process? How can we very rapidly develop new procedures in order to achieve products with the properties required by our clients.
Objective: Development of a machine learning model in order to predict the final properties through all production data.
Benefits: Reduction of lead time, quicker production of products using the predictive models which provide the final properties without lengthy experiments and testings. Reduction of product development time from weeks to seconds.
A multidisciplinary team specialized in computer science/statistics and engineering, in cooperation with leading consulting firms in the field of Data Analysis sand Artificial Intelligence (such as Accenture and Microsoft) worked closely together for the desired outcome.