During the pre-credit approval process, the system can quickly identify potential customers with fraud risk and default risk, screen out high-risk groups, reduce or avoid ineffective customer acquisition, and lower customer acquisition costs.

During the pre-loan risk assessment process, the system's risk scoring can predict the risk of fraud and default after the loan is disbursed. Financial institutions can combine risk preferences and business indicators such as approval rate to develop effective admission strategies.