The project has developed and is validating a new ICT based virtual coaching approach for empowering and motivating people while rehabilitation in the home environment. The continuity of care in a rehabilitation process is often interrupted in the transition from the hospital to the home. Virtual Coaches can help these patients to proceed with a personalized rehabilitation that complies to age-related conditions and as a key technology for empowering patients through the enhancement of the adherence to the care plan and the risk prevention.