Machine Learning Approaches to Customer Acquisition and Retention: A Framework for Predictive Lifecycle Management
The thesis is that predictive lifecycle management is most valuable not as a collection of isolated models but as an integrated system in which prediction, decision, and learning are joined across the entire arc of the customer relationship.