AI can support the implementation of the national carbon peak and carbon neutralization strategy. The empowerment of AI on carbon reduction focuses on energy-saving work in the links of energy production，energy transportation and energy use in the current practical context. According to three-dimension analysis framework of specific scenarios，energy flow and information flow，AI enterprises in Shenzhen have made some progress in the future vision and existing landing cases，the minority have made some first mover advantages，but the overall development level is still limited. The next step is to promote the development of local AI enterprises in the promotion of more demonstration projects，so as to form a new situation of common development of carbon reduction and AI industry.