Machine Learning Approaches to Customer Acquisition and Retention: A Framework for Predictive Lifecycle Management
Firms have long understood that customers are assets whose value is created and captured across a relationship rather than realized in a single transaction, yet the management of that relationship has remained largely reactive, organized around campaigns and rules rather than around prediction. The maturation of machin...