Ant Group has implemented a unified anti-money laundering framework by integrating artificial intelligence, image computing and large language model technologies, and has applied it to its global operations across multiple industries. By standardising risk indicators and automating suspicious transaction reporting, the institution has reduced compliance preparation time by nearly 30% and increased the speed of strategic decision-making by 90%. Using intelligent tools such as RiskKey and iGuardian, the winning institution has enhanced the accuracy of anti-money laundering detection and operational efficiency, enabling the swift generation of reports compliant with regulatory standards.