AI retention analyst for software companies with $500K–$50M ARR that links product usage and CRM signals into behavioral fingerprints to predict renewals, churn risk, and expansion opportunities. Native HubSpot integration surfaces renewal probability, ARR-at-risk and expansion scores on company records and pipelines, and performs autonomous actions (draft outreach, escalations, follow-up tasks).