Machine Learning Models on Microsoft Fabric for Food Manufacturing

The challenge

The client wanted to apply machine learning to a manufacturing process to support better decision-making.

The approach

Kumulus prepared the data in Microsoft Fabric, developed machine learning models and carried out technical validation for the prioritised process.

The outcome

Planning teams gained a practical foundation for evaluating machine learning in demand planning. The sales-demand forecasting proof of value on Microsoft Fabric stores predictions in OneLake, supported by a results table, project documentation and a workshop.