China Construction Bank launched an enterprise-level, end-to-end model risk management platform in the banking industry, integrating artificial intelligence technologies such as large language models, natural language processing, automated machine learning and long short-term memory prediction. The platform features grey release deployment, real-time monitoring, and dynamic model fusion, enabling the management of the entire lifecycle of thousands of models. The platform has reduced deployment cycles by two months, saved significant annual labour costs and reduced model-related risk incidents by 30%.