This document presents detailed case studies showcasing how Artificial Intelligence (AI) and digital data are transforming agricultural finance. It highlights practical applications from Kenya, Nigeria, Ghana, and other countries, illustrating how AI helps overcome traditional lending barriers, measure risk for smallholders, and drive rural economic development.