Auto-discover member segments with ML, build targeting queries
AI spend forecasting to identify at-risk members before they leave
Personalized reward suggestions based on member behavior
Track rule execution, detect dead rules, analyze overlap
Member journey mapping, cohort retention, lifecycle stages