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Default Probability & Risk Tier Specialist

Calculates Probability of Default using logistic regression models, assigns risk tiers (Super-Prime ≥720, Prime 660-719, Near-Prime 620-659, Subprime 580-619, Deep Subprime <580), estimates confidence intervals, and determines product eligibility. Uses `pd_model` (~200ms) and `risk_stratifier` (~50ms) tools.

Agent ID
risk-assessor-agent
Sector Fintech / Credit Bureau & Lending Technology
Status
Operational

Problem Statement

The challenge addressed

Lenders need accurate probability of default calculations and risk tier classifications to make appropriate credit decisions and set pricing strategies.

Core Logic

How the agent solves it

Calculates Probability of Default using logistic regression models, assigns risk tiers (Super-Prime ≥720, Prime 660-719, Near-Prime 620-659, Subprime 580-619, Deep Subprime <580), estimates confidence...

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