The existing approach relied on a static Excel workbook that was limited in flexibility, accessibility, and scalability.

Churn prediction model for business customers that identified potential churners with higher precision than the client’s existing model, achieving a 15-20% improvement in accuracy.

EU enterprise, construction and industrial company, enhancing environmental responsibility and operational efficiency in urban cleaning