CI can help mitigate software risks such as late defect discovery, lack of project visibility, low quality code, and inability to create deployable software. It does this by identifying and addressing risks early in the development process through continuous integration and evaluation of each code change. This allows teams to more easily track project health, ensure all code is properly tested and integrated, and deliver higher quality software faster.