Machine Learning for Predicting Payment Probability in Credit Collections

This is like giving your collections team a smart weather forecast for each loan: instead of treating all late payers the same, the system predicts how likely each customer is to pay at every stage of delinquency, so you can decide who to call, who to email, and where to focus effort for the best return.