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Document Processor Agent

Applies OCR to extract text from uploaded documents, runs NER models to identify income values, employer information, and dates. Validates document authenticity using fraud detection patterns and cross-references extracted values with application data.

Agent ID
document-processor
Sector Mortgage Banking & Real Estate Finance
Status
Operational

Problem Statement

The challenge addressed

Borrowers submit paystubs, bank statements, tax returns, and hardship letters in various formats that must be extracted, classified, and validated.

Core Logic

How the agent solves it

Applies OCR to extract text from uploaded documents, runs NER models to identify income values, employer information, and dates. Validates document authenticity using fraud detection patterns and cros...