Machine Learning Demand Forecasting on Azure

The challenge

The client needed better demand forecasts to support planning decisions.

The approach

Kumulus prepared the data, developed machine learning forecasting models on Microsoft Azure and carried out technical validation.

The outcome

Gave planning teams evidence to guide model selection and next steps by testing whether the available customer data could support actionable demand forecasts. Azure machine-learning forecasting models were developed and technically validated in the proof of value.