Demand Forecast
ML-powered demand forecasting per SKU, category, and zone
SKUs Forecasted
8,420
+420
Forecast Accuracy
88.4%
+2.1pp
Stockout Prevention
₹8,40,000
+18%
Over-stock Reduction
12%
+2pp
ML forecasting engine
Prophet + XGBoost ensemble. 84-day rolling forecast per SKU per warehouse.
Seasonality detection
Auto-detect festival spikes — Diwali, Republic Day, Holi, Eid. India-specific calendar.
Weather impact
Summer spike for ACs, fans. Winter spike for heaters. Weather API integration.
Reorder recommendations
Auto-generate purchase orders when projected stock falls below reorder point.