The paper introduces the construction of an accurate early warning and supervision system based on regional medical big data from the aspects of overall framework, data layer architecture, service layer mode, etc., expounds its application practice,points out that the application of this system could improve data efficiency,regulatory efficiency and enforcement precision, providing references for related study.