Coherent configurations are a generalization of association schemes. In this paper, we introduce the concept of Q-polynomial coherent configurations and study the relationship among intersection numbers, Krein numbers, and eigenmatrices. The examples of Qpolynomial coherent configurations are provided from Delsarte designs in Q-polynomial schemes and spherical designs.