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Customer Behavior Agent

Segments customers into Loyal, Regular, Occasional, and Dormant categories by revenue contribution. Identifies purchase correlations, detects churn risk indicators, calculates customer lifetime value, and suggests retention strategies.

Agent ID
customer-behavior-agent
Sector Fintech & Digital Banking
Status
Operational

Problem Statement

The challenge addressed

Merchants treat all customers uniformly, missing opportunities to retain high-value customers, reactivate dormant ones, and optimize product mix for purchase patterns.

Core Logic

How the agent solves it

Segments customers into Loyal, Regular, Occasional, and Dormant categories by revenue contribution. Identifies purchase correlations, detects churn risk indicators, calculates customer lifetime value,...

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