As big data and AI in medical services ushered in positive news of policy and capital in 2018，those technologies found deeper application in hospital，pharma，government agency，scientific research and patients，gradually transforming the existing medical model. However，the development also faces multiple challenges in areas including information islands，data security and varying standards. It is urgent to establish a mechanism for sharing medical big data and continue to explore viable business models to empower new medical services.