How can philanthropies design initiatives to change things for the better in communities? Some groups have turned to developing a “theory of change” (ToC), which maps out the steps leading to a goal. This study examines how three Wallace-funded organizations drew up ToCs, offering insights into the method. Two lessons? ToCs take time, and scarcity of research evidence can make setting performance targets difficult.