Total Customers

1.2M

+1.2% from last month

High Churn Risk

1,428

-5.7% from last month

Retention Rate

97.3%

+0.5% from last month

Offers Accepted

316

-10.1% from last month

High-Risk Customers

Customers with the highest churn probability, loaded from BigQuery.

CustomerChurn ScoreActions

Churn Overview

Predicted vs. Actual Churn Rate (%)

Agent Activity

A log of autonomous agent actions.

C

Churn Detection Identified high churn risk for Alicia Rodriguez

S

Strategy Agent Drafted personalized offer for Ben Carter

E

Emotion-Aware Agent Detected frustration in chat with Carla Diaz

N

Negotiation Agent Successfully retained Zoe Williams

F

Feedback Loop Updated strategy models based on recent outcomes.