AI/ML Predict Customer Churn With Machine Learning: A Technical Build Guide Feature engineering drives more of a churn model's real accuracy than model choice. Gradient boosting beats logistic regression on most tabular churn data, but only once the features are engineered right. A technical guide to building it, and how AI Agent Teams ship the pipeline without the calendar cost. Sep 4, 2026 7 min