The ASCAPE project is creating an open AI infrastructure for health stakeholders such as hospitals with the ultimate goal of improving quality of life (QoL) of patients. New knowledge produced by this process will be sent back to the open AI infrastructure while the medical data remain private. The services designed and deployed by the project include QoL assessment of breast and prostate cancer survivors, intelligent interventions for physiological, and psychological support.