Policy analysis in developing country contexts poses special challenges. Very little is known about the policy process in these countries. Trying to rein the cultural, organizational and political factors that affect problem solving becomes an inductive search beyond the logic of conventional models of analysis. Using the AIDS issue as a case study, this article tries to throw light on the policy process in the three East African countries of Kenya, Tanzania and Uganda with a view to highlighting the challenges of policy analysis in developing country contexts.