Layer 1
Detection
Build the early warning system that identifies at-risk accounts before they churn.
HogQL queries, behavioral cohorts, session replay triggers
Layer 2
Diagnosis
Understand the "why" behind churn signals with correlation analysis.
Funnel correlation, feature usage depth, support ticket mapping
Layer 3
Prevention
Drive behavioral stickiness with automated re-engagement workflows.
Automated emails, in-app messages, Slack alerts, webhook actions