The paper analyzes the application situation and existing problems of cloud image, and puts forward current major application scenarios and construction ideas based on characteristics of cloud image technology. In the new situation when AI is involved in medical image with strong power, it analyzes the possibility of intelligent inspection that integrates cloud image with medical image and professional cloud service in the future, and raises thought of and suggestions on the application of cloud image technology.