Design a customer lifetime value prediction system

Design a machine learning system that estimates each user's long-term value on the platform. Cover defining the target and horizon, labels when long-term value is not yet known, features, model choices, how the predictions are used (marketing spend, prioritizing users), retraining, and evaluation.