An Explainable Machine Learning Framework for Customer Churn Prediction and Retention in IT Service Organizations
Customer churn represents a critical challenge for IT service organizations operating in competitive subscription-based markets, where customer acquisition costs significantly exceed retention investments. While machine learning has demonstrated substantial promise in identifying at-risk customers, the inherent opacity...