Documents & Transactions Real Estate

Loan Doc OCR Pipeline

What this agent does

When a borrower uploads financial documents such as pay stubs, W-2s, tax returns, and bank statements, this solution uses optical character recognition and AI to read each document and extract the relevant figures, populating the borrower's loan file automatically without a processor needing to open and manually read every page. It flags documents that are illegible, expired, or incomplete so they can be resolved immediately.

The problem is that processing income and asset documentation is one of the most time-consuming parts of mortgage origination, and errors from manual data entry cause costly mistakes. Faster document processing means faster pre-approvals and a better borrower experience.

How it works

From trigger to result, here is the flow at a glance.

1Trigger

Borrower Uploads Docs

Pay stubs, W-2s, and statements come in

2AI Process

AI Reads Each Page

OCR extracts the relevant figures automatically

3Action

Populates Loan File

Fills the file and flags bad documents

4Result

Faster Pre-Approvals

Less manual entry and fewer costly errors

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