【Purpose/significance】 The data-driven empowerment of green development in the energy industry has become a trend,

and the energy storage industry, as the backbone of carbon peaking and carbon neutrality, is facing opportunities and challenges. How digitalization can help industries achieve carbon neutrality has become a research hotspot.【Method/process】Based on the perspective of carbon neutrality, the driving forces and difficulties of the new energy storage industry were analyzed, and the key issues in the de⁃velopment of the energy storage industry were identified; By elucidating the integration mechanism between digitalization and new en⁃ergy storage industries, it is proposed that the cloud energy storage model is the direction for the development of new energy storage in⁃dustries; By designing a new energy storage industry and digital coupling development path, an ecological model of data-driven indus⁃try development has been constructed.【Result/conclusion】 Specific suggestions are proposed for the coupling development of new en⁃ergy storage industry and digitalization from the perspective of carbon neutrality, covering the sales and services of new energy storage products, policy systems and innovation support methods, carbon trajectory monitoring and recycling of chemical batteries, and ecologi⁃cal construction of source network load storage, providing multi-dimensional guarantees for the development of new energy storage in⁃dustry.【Innovation/limitation】 The proposed integration development mechanism of digitalization and new energy storage industry is systematic and innovative, but the specific implementation plan still needs further in-depth research and exploration.