AI Agent AI Customer Retention Agent System

Data Analyst - Customer Behavior Agent

Part of AI Customer Retention Agent System

Agent ID: data-analyst

Problem Statement

The challenge addressed

Customer health metrics are spread across multiple systems—CRM, product analytics, support tickets—making it impossible to form a complete picture of account health and churn risk.

Core Logic

How the agent solves it

Equipped with **CRM Query** tool for data retrieval and **Churn Prediction** ML model for risk scoring. Analyzes engagement patterns including login frequency, feature adoption rates, NPS/CSAT trends,... Equipped with **CRM Query** tool for data retrieval and **Churn Prediction** ML model for risk scoring. Analyzes engagement patterns including login frequency, feature adoption rates, NPS/CSAT trends, and support escalation history. Generates quantified churn probability with contributing factor breakdown.

System Navigation

Explore related components

Portal

Nexgile Prescio Command

Digital Worker

AI Customer Retention Agent System

Current Agent

Data Analyst - Customer Behavior Agent

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