The document describes the FITREHAB project, which aims to develop a telemedicine platform for remote fitness and physical rehabilitation at home under expert guidance. The platform will include a smart suit with motion and physiological sensors, virtual reality scenarios, an avatar that reproduces a subject's movements in real-time, and remote monitoring. A consortium of universities and hospitals will develop and test the platform, with the goals of identifying critical issues and defining policy recommendations to improve remote rehabilitation.