Enterprise green innovation has emerged as an urgent concern for manufacturing companies in the current context of global green and sustainable development. China's "peak carbon emissions" and "carbon neutrality" goals require companies to take proactive measures to reduce carbon emissions and improve energy efficiency, with the application of digital technology playing a crucial role in this process.