The paper introduces the development situation and existing problems of hierarchical diagnosis and treatment in China, expounds the building, application effect and function of "West Lake mode" of hierarchical diagnosis and treatment, points out that the application of Artificial Intelligence (AI) technology is conducive to the building of hierarchical diagnosis and treatment health service system, and analyzes the problems needing attention in the application of AI in hierarchical diagnosis and treatment.