With the accelerated aging of China’s population and changes in the disease spectrum of the older adult, China will face a serious problem of population aging in the future, and there is a huge demand for medical care services. AI care equipment has become an effective means of solving the problem of the imbalance between the supply of and demand for medical care services. AI care equipment can provide intelligent, precise and personalized care services for the elderly, the core of which is to analyze the data generated during the use of care equipment and provide real-time feedback through AI. Common AI care equipment include mobility aid devices, bathing aid devices, smart wearable devices, and care robots. AI care equipment can not only help the older adult and other users with daily living assistance and rehabilitation, but also disease prevention, environmental risk factor screening, and even emotional communication and psychological support. Through the establishment of a complete industry standard system and laws and regulations, promoting personnel training, maintaining information and data security and other ways to deal with the technical barriers faced in the development process of AI care equipment, low social acceptance and other challenges, in order to promote the development of China’s AI care equipment industry and the promotion of the industry, to solve the problem of the lack of care resources caused by the aging population to contribute to the proposal.