Predictive platforms that model renewal probability, expansion revenue, and churn risk across the customer portfolio — giving CS leaders confidence in forward-looking revenue commitments. Core capabilities include renewal probability scoring, cohort-based churn prediction, expansion revenue modeling, pipeline visibility for renewals, scenario analysis, and integration with CRM and CS platforms for data inputs.