
Identifying at-risk customers early
Understanding churn drivers
Designing targeted retention plays
Churn propensity models & risk scoring
Driver analysis and customer segments
Playbooks: offers, outreach, and lifecycle nudges
Retention dashboard + test-and-learn plan