Summary
Machine learning models analyzed tax, payroll, and financial data to predict SME payment behavior. The system automated credit risk assessment and loan approvals through a fully digital platform. It accelerated working capital access while improving risk profiling accuracy. The approach enhanced operational efficiency and supported scalable online lending.