Demand Forecasting AI Delivers 28% Accuracy Improvement for Specialty Retailer

A 300-location specialty retailer was relying on buyer intuition and six-week-old sell-through data to make inventory decisions. Qcentra built a gradient boosting model trained on POS, weather, and promotional data that transformed their planning process.