Churn Prediction Engineering Guides

Why traditional month-end churn metrics arrive 60 days too late: architecting a real-time predictive retention engine using ClickHouse sliding feature windows, exponential decay weights, Cox Proportional Hazards modeling, and automated Customer Success sentinel workflows.