The AI/ML-driven credit ranking system assesses MSMEs by analyzing Financials, GST, bank statements, and Income Tax returns to generate a risk score from 1 (low risk) to 10 (high risk). It predicts the probability of an MSME becoming a Non-Performing Asset (NPA) within 12 months, delivering lenders an objective, data-driven risk assessment for faster and more confident credit decisions.