Marketing

Churn Prediction & Prevention

Predict churn before it happens and automate retention

A statistical model combined with an AI agent that predicts customer churn probability and generates personalized prevention recommendations. Know which customers are at risk and exactly what to do about it.

01 — Who It's For

Companies where customer acquisition pays off only after 3+ orders or subscription renewals—where retention directly impacts profitability.

02 — Value

What You Get

C-Level

Business margin growth through reduced churn rate
30%+ increase in retention leading to 20%+ increase in LTV
Ability to scale marketing budget by making previously unprofitable channels viable

Marketing Department

Complete analytics on predicted lifetime of any customer cohort
Data-driven retention campaign targeting

Business Development

Proactive notifications about at-risk customers
Specific recommendations for preventing each customer's churn

03 — Process

How We Build It

The product has two modules: a statistical model trained on historical data to predict churn probability, and an AI agent that generates personalized retention recommendations.

Prediction Model

~2 weeks

Train statistical model on historical order data (duration depends on data quality)

Prevention Agent

~1 week

Build AI agent for generating churn prevention recommendations

CRM Integration