Chronic diseases account for a substantial burden on global healthcare systems, contributing to increased morbidity, mortality, and economic strain. Generative AI is emerging as a paradigm-shifting technology, offering advanced data analytics, personalized patient engagement, and early symptom detection to enhance health outcomes and operational efficiency in chronic disease care.