The customer is an organization related to the sports lottery industry, facing the challenge of rising market share due to rapid market development, while also confronting regulatory challenges brought about by changes in risky betting behavior and group betting patterns. Due to the lack of an account system, the regulatory closed loop faces challenges at various stages, necessitating the construction of an efficient and rigorous risk control system.