I explore the challenges facing production AI for health systems in an African context. Progressively I step through the layers of complexity, one can expect to encounter, providing personal insight for addressing some challenges I have found to be most prominent. Furthermore, I offer a grassroots community approach toward making work in this complex space more accessible, toward increasing the number of active minds trying to solve these and other challenges in resource scarce contexts.