Forecast Accuracy

Forecast accuracy measures how closely predicted demand matches actual demand, typically expressed as a percentage (100% minus MAPE). Higher accuracy means lower safety stock requirements, less waste, and fewer stockouts. In African FMCG, forecast accuracy can be dramatically improved by incorporating local demand signals — weather, school calendars, harvest seasons, and mobile money patterns — that global models miss entirely.