How do you build and operationalize a churn prediction model for a BI use case? Walk through the feature engineering, model selection, and the process of translating predictions into retention actions.

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Churn prediction is one of the most high-impact predictive analytics use cases because it directly protects revenue. The value comes not from the model itself but from the operational workflow that turns predictions into prevention actions.