The Problem: Churn happens in the shadows. Disconnected data—failed payments, angry emails, and d...The Problem: Churn happens in the shadows. Disconnected data—failed payments, angry emails, and d...
The network for creativity
Join 1.25M professional creatives like you
Connect with clients, get discovered, and run your business 100% commission-free
Creatives on Contra have earned over $150M and we are just getting started
Back to feedPost
Arslan Vuzmal's avatar
Arslan Vuzmal Lone
• Jul 20
The Problem: Churn happens in the shadows. Disconnected data—failed payments, angry emails, and dropping usage—means Customer Success teams react too late, costing the business thousands in lost MRR.
The Solution: I engineered an autonomous n8n workflow that acts as a 24/7 AI Retention Agent. It ingests real-time signals (Stripe, IMAP, Usage Scans), enriches them with CRM data, and uses GPT-4o + Pinecone Vector DB to predict churn risk.
Instead of just sending alerts, it autonomously executes the perfect retention strategy: Critical Risk: Instantly pages the Exec team via PagerDuty & Slack. 🟡 Medium Risk: Drafts a custom discount email, pausing for Human-in-the-Loop approval before sending. 🟢 Expansion: Auto-generates a PDF report and triggers a Slack upsell alert for Sales.
The Business Impact: 📉 Predicts churn days before a customer cancels. ⏱️ Saves 20+ hours/week of manual CS triage and data hunting. ️ Protects MRR with safe, AI-driven, context-aware interventions.
Tech Stack: n8n • GPT-4o • Pinecone (RAG) • HubSpot • Stripe • PagerDuty
N8NBusiness Workflow AutomationAI Development
Post image
Back to feed
The network for creativity
Join 1.25M professional creatives like you
Connect with clients, get discovered, and run your business 100% commission-free
Creatives on Contra have earned over $150M and we are just getting started