Marketing Models Fail at Intervention Predictions

A marketing analytics lead at a Series C fintech describes how standard models predict what happened to similar customers but cannot answer what happens if a specific action is taken. A hybrid approach combining probabilistic customer models with causal machine learning addresses this gap.