AI applied to voice opens new possibilities for the non-invasive monitoring of patient health. Through the automated analysis of vocal signals, it is possible to achieve early detection of alterations related to respiratory, neurological, or vocal disorders. This approach offers innovative diagnostic and monitoring solutions that can reach large populations and be seamlessly integrated into clinical and home-care pathways.