CarePrognosis by App is an innovative and disruptive application that aims to transform American healthcare. By leveraging advanced mathematical modeling and data analysis techniques, such as AI and IoT, our app will be able to predict health outcomes with heightened accuracy. This approach streamlines patient care in hospitals and specialized clinics nationwide, tailoring treatment plans based on specific patient risks and predicting disease progression in the short, medium, and long term.