Microsoft Fabric · Retail

A retailer running seven country organisations on one shared Fabric capacity hit throttling and an unexplainable bill. Splitting, measuring and allocating cut cost by a third without losing functionality.

An omnichannel chain builds demand forecasting per store and SKU with Spark notebooks and MLflow on the same Gold layer as BI reporting, without a separate ML platform.