Generative AI therapeutic landscape is an emerging interdisciplinary field. Based on a theoretical review and virtualization challenges , this article proposes an integration mechanism, analyzes three application scenarios, and offers policy recommendations on standardization, pilot testing, and data security. The findings show that generative AI transforms therapeutic landscapes from static, preset physical environments into intelligent, personalized, and affective dynamic systems, providing a technical path and policy reference for the digital wellness industry shifting from spatial provision to intelligent service.