The ROI Gap
Intervention vs. Prediction Timing
DAY 0 (CANCELLATION)
12%
Average save rate when intervening at the moment of cancellation intent.
TOO LATE
Customer has already emotionally left.
DAY -45 PRE-CHURN
55%
Average save rate when intervening 45 days before the predicted churn event.
PROACTIVE ROI
Prediction is the lead time for save.