Monthly churn reports create a reactive posture, forcing teams to save customers who have already decided to leave. A real-time scoring workflow automates the ingestion of live product events, payment gateway webhooks, and support sentiment to compute a dynamic risk score. This shifts the operating model from batch review to proactive intervention, allowing retention teams to prioritize outreach daily based on the most current signals, directly protecting recurring revenue before it's lost.




