Causal Inference, Causality, Machine Learning, Validation, Application.
the ITE of customer investments (the treatment) as a proxy to rank investment programs as a future recommendation. The investment recommender looks at customers with similar confounding variables and uses their ITE values from the causal model to recommend the next best program for them.