Customer Churn Prediction Agent

Overview

This agent analyzes customer behavior patterns across product usage, support interactions, billing history, and engagement metrics to identify accounts likely to churn. When risk is detected, it automatically triggers targeted retention actions such as personalized outreach emails, discount offers, or customer success team alerts. It continuously learns from actual churn outcomes to improve prediction accuracy.