Forecast Bias

Forecast bias measures whether forecasts consistently over-predict or under-predict actual demand. A positive bias means over-forecasting (leading to excess inventory and waste), while negative bias means under-forecasting (causing stockouts and lost sales). In African FMCG, seasonal bias is common — rainy season demand is often under-forecasted because global models don't capture local weather-demand relationships.