Financial institutions in emerging economies are using machine learning and artificial intelligence to assess credit risk for underbanked individuals. By analyzing public data, these technologies help lenders make better decisions about loan approvals, allowing more people to access credit. This approach addresses issues like information gaps and customer behavior, ultimately helping financially excluded households obtain loans.