CS Operations leaders at mid-market SaaS companies use this agent 90–120 days before renewal cohorts to segment accounts by churn probability and route each segment to the correct renewal motion. The problem is that renewal managers lack a systematic risk-tiering framework that combines HubSpot engagement data, product usage proxies, and contract metadata into a single actionable view.