About

RetentionIQ is a production-ready machine learning system that predicts customer churn probability for subscription businesses. The system validates model effectiveness using business-relevant metrics such as ROC–AUC, Recall@Top-20%, and Lift, and exposes predictions through a deployed API that returns actionable churn risk segments for targeted retention strategies