Introduction Generative AI is moving rapidly from experimentation into practical healthcare applications. Unlike traditional software that follows predefined rules, generative AI can interpret information, produce new content, summarize complex data, assist with communication, and support users through natural-language interaction. These capabilities are creating opportunities across clinical operations, patient engagement, medical research, healthcare administration, and software