Loan portfolio management has become incredibly complex. Financial institutions are overwhelmed with data from various sources, including applications, credit histories, repayment patterns, and economic indicators. Hidden in this information are early signs of borrower distress and opportunities to strengthen portfolio performance, but traditional methods struggle to capture them.
Static credit scores and manual assessments provide only a limited snapshot, often missing trends that point to risin
