Demand forecasting is only valuable when it changes a decision. Here's how we operationalize predictions.
Retailers across the Gulf sit on rich transactional data, yet many still plan inventory on gut feel. Predictive analytics closes that gap — but only if the forecasts reach the people who act on them.
In a recent engagement, we embedded demand forecasts directly into a Qlik Sense operations dashboard, cutting stockouts and overstock by 15%. The model mattered; the delivery mattered more.
The lesson: predictions belong where decisions are made, not in a data scientist's notebook.
