predictions

AI helps shift retention from reactive firefighting to proactive, personalized lifecycle management. By predicting risk, surfacing next‑best actions, and automating timely interventions—under clear guardrails—SaaS teams can reduce churn, grow NRR, and improve customer experience without ballooning headcount. Where AI moves the needle Data foundation and features to capture Feature engineering tips: normalize by cohort/segment, compute … Read more