Our expertise in the application of neural networks helped to fully exploit the value of the database and gain a competitive advantage. The AI-based demand forecast not only supports short and medium-term sales planning, but also offers a win-win-win situation for the company, the sales team and end customers. This use case shows that artificial intelligence does not have to replace people, but can provide ideal support in their work.