RiskFlow AI gives your team real-time customer intelligence, predictive churn scoring, and fully automated retention workflows — powered by Google Gemini.
Production · Railway Deployment · Google AI Studio · FastAPI + Next.js 14
100%
Customers AI-profiled
automatically on import
6
Specialized AI agents
working in concert
< 5s
Full profile generated
per customer
3×
More personalized outreach
per agent per day
⚠ The Problem
Agents make decisions based on stale data, miss churn signals weeks before they happen, and send identical emails to every customer.
By the time an agent notices a signal, the customer has already decided to leave. There is no early-warning layer.
Agents have names and plan types — not risk scores, life-stage needs, or upsell potential. Every customer looks the same.
Everyone gets the same template email regardless of their situation. Conversion rates are predictably abysmal.
⚙ How It Works
Five steps. Zero guesswork. Every customer gets the full AI treatment automatically.
Upload your customer CSV — names, plans, demographics, payment history.
Gemini 3.1 Pro generates churn scores, segments, LTV, and detected needs for every customer.
Your entire portfolio is ranked by risk. High-churn customers surface instantly with urgency flags.
The top 3 insurance products are matched to each customer's exact financial profile.
Gemini writes a tailored retention email. Review, edit, and deliver in one click.
🤖 AI Agent System
Each agent is powered by the right Gemini model — Pro for deep multi-step reasoning, Flash Lite for real-time speed.
Generates a 360° AI profile — churn probability, upsell score, LTV, loyalty index, segment classification, and detected customer needs.
Answers any natural language question about your customer base in real time. Ask about risk, revenue, renewals, or segments — instantly.
Analyzes each customer's financial profile and life stage to surface the top 3 insurance products they're most likely to purchase — with full reasoning.
Writes fully personalized, context-aware retention emails per customer. No templates. Review, edit in place, and send in a single click.
Coordinates the full multi-step retention pipeline end-to-end: profile → recommend → draft → send → track outcomes. Fully autonomous.
Simulates live customer conversations using their real AI profile. Agents rehearse objection handling before the actual call, closing more deals.
✦ Everything You Need
Know which customers will churn before they do. Probability-weighted scoring across your entire portfolio, updated live.
Every customer gets a Gemini-generated profile with risk scores, detected needs, segment classification, and LTV prediction.
One-click email drafts tailored per customer profile. No templates, no copy-paste — pure Gemini personalization at scale.
Ask your data anything in plain English. Get instant visual and text insights without SQL or BI tools.
Simulate customer objections using their real AI profile. New agents onboard faster, senior agents close more deals.
CORS-secured, HTTPS, async architecture, strict env management. Deployed independently on Railway — backend and frontend separate.
Built With
Gemini API
Google AI Studio
Next.js 14
TypeScript + Tailwind
FastAPI
Async Python API
PostgreSQL
Neon serverless DB
Resend
Email delivery
Railway
CI/CD deployment
Start Today
Open the live demo dashboard, run a real AI customer analysis, and watch the full retention workflow in action.
Launch Demo DashboardPowered by Gemini 3.1 Pro & 2.5 Flash Lite · Google AI Studio · Track 2 AI Agents