Purpose/Significance To bridge the digital service gap of the digital wellness consortium in Zhejiang province. Method/Process The study systematically reviews the evolution and development of digital elderly care theories and practices, using the digital wellness consortium in Zhejiang province as a case study, and examines it from theoretical, modeling, and practical dimensions. Result/Conclusion The digital wellness consortium has made rapid progress in recent years, however, it still faces numerous challenges in providing digital elderly care services. From the perspective of digital adaptation for the elderly, the development strategies for the consortium are proposed at the government, corporate, and community levels.