Duka

A duka is a small, typically family-owned retail shop common across East Africa. Dukas are the backbone of informal FMCG distribution — they serve neighborhoods, villages, and market areas with everyday essentials. Unlike formal retail, dukas order in small, irregular quantities, often by phone or through field representatives. Planning demand for dukas requires specialized approaches that account for low data quality and high variability.