Churn management optimization with controllable marketing variables and associated management costs

► Formulate churn management problem as an optimization problem while minimizing cost. ► Identify controllable marketing variables and assign management costs for optimization. ► Solve a global churn management problem using partial least square optimization method. ► Select customers based on churn probability or management costs as a local optimization. ► Combine optimization models designed for entire customers and subsets of customers.