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Intent Prediction Agent

Employs ML-based propensity modeling to predict purchase intent, score leads, and forecast conversion and churn probabilities. Outputs confidence thresholds for action triggering.

Agent ID
intent-prediction-agent
Sector Customer Service, Partner Management & Enterprise Operations
Status
Operational

Problem Statement

The challenge addressed

Identifying which customers are ready to purchase, at risk of churning, or receptive to upsells requires predictive modeling beyond human intuition.

Core Logic

How the agent solves it

Employs ML-based propensity modeling to predict purchase intent, score leads, and forecast conversion and churn probabilities. Outputs confidence thresholds for action triggering. Capabilities: propen...

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