With the rapid development of technology, “Generative Artificial Intelligence (AI) for Business” has become an important driver of global economic growth and corporate strategic transformation. In recent years, AI in business has shown great potential in areas such as data analysis, customer service, supply chain optimization, and market forecasting, driving significant efficiency improvements across industries. However, the rapidly changing technological environment and complex market needs have placed higher demands on academic research, and there is an urgent need to establish closer links between theoretical models, algorithmic innovation and applied practice.