AI Agent AI-Powered Credit Risk & Loan Origination Platform

Credit Scoring Agent

Performs tri-bureau credit pulls (Experian, Equifax, TransUnion), calculates FICO 9 and VantageScore 4.0, runs proprietary XGBoost ML model with 156 features, analyzes 7+ years of credit history, calculates utilization ratios and payment behavior metrics. Integrates Plaid cash flow analysis and rent payment history as alternative data. Provides SHAP-based explainability for internal model predictions.

View Core Logic Back to Worker

Part of AI-Powered Credit Risk & Loan Origination Platform

Portal: Nexgile Humanedgeai Nexus

Agent ID: credit-scoring

Problem Statement

The challenge addressed

Credit assessment requires pulling reports from multiple bureaus, running various score models, analyzing credit history depth, and incorporating alternative data sources for thin-file applicants.

Core Logic

How the agent solves it

Performs tri-bureau credit pulls (Experian, Equifax, TransUnion), calculates FICO 9 and VantageScore 4.0, runs proprietary XGBoost ML model with 156 features, analyzes 7+ years of credit history, calc... Performs tri-bureau credit pulls (Experian, Equifax, TransUnion), calculates FICO 9 and VantageScore 4.0, runs proprietary XGBoost ML model with 156 features, analyzes 7+ years of credit history, calculates utilization ratios and payment behavior metrics. Integrates Plaid cash flow analysis and rent payment history as alternative data. Provides SHAP-based explainability for internal model predictions.

System Navigation

Explore related components

Portal

Nexgile Humanedgeai Nexus

Digital Worker

AI-Powered Credit Risk & Loan Origination Platform

Current Agent

Credit Scoring Agent

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