State-owned enterprises struggle to identify and implement AI use cases that deliver measurable business value

Chinese government and state-owned enterprises face difficulty translating AI investments into concrete operational improvements and revenue growth. Decision-makers lack clear frameworks for evaluating which AI applications will actually solve their specific business problems, resulting in pilot projects that fail to scale or deliver ROI. Current consulting approaches are generic and don't address the unique constraints of SOE operations, governance structures, and legacy systems.