Phase one, zero to six months: strengthen data foundations and governance, digitise core operations end-to-end, build the AI and analytics capability, improve data quality and visibility, and establish performance dashboards that make unit economics visible per route and per merchant.
Phase two, six to eighteen months: deploy AI for demand forecasting and inventory optimisation, optimise routes and reduce logistics cost, automate merchant workflows and recommendations, and sharpen risk management and credit scoring on observed ordering behaviour.
Phase three, eighteen to thirty-six months: scale embedded finance and payments, expand supplier network and traceability, grow private label and differentiated assortment, deepen geographic and category coverage, and drive operating leverage. Phase four, thirty-six months and beyond: build the data and insights monetisation engine, enable ecosystem partners via an API platform, expand across African markets, and become the operating system for food distribution.