Agricultural performance in Africa is hindered by factors like inaccessible inputs, limited credit, unfavorable weather, pests, diseases, and poor management. The International Centre of Insect Physiology and Ecology (icipe) implemented a project funded by CGIAR to develop digital advisories for Rwanda and Ghana. They created models to forecast fall armyworm invasions and Striga weed risk, which cause significant crop losses. These models, integrated with climate forecasts, run on a Python back-end and are accessible online.