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AI Document Extraction & Income Analysis

Let machine learning handle the tedious work of extracting income data from borrower documents. Our AI analyzes W-2s, tax returns, bank statements, and more with 99%+ accuracy—in seconds, not minutes.

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AI-powered mortgage document analysis extracting income data from W-2 and tax returns

How AI Document Extraction Works

Three simple steps to transform manual data entry into automated intelligence

1

Upload Document

Drop a W-2, tax return, bank statement, or paystub into the AI extractor. Supports PDF and image formats.

2

AI Analyzes

Our machine learning model identifies document type, extracts relevant fields, and calculates qualifying income.

3

Review & Apply

Review extracted data with confidence scores, make any adjustments, and apply directly to the loan file.

Supported Document Types

Our AI handles the most common income documents used in mortgage underwriting

W-2 Forms

Extract employer info, wages, and withholdings automatically

Tax Returns (1040)

Parse all schedules including Schedule C, E, and K-1s

Pay Stubs

Calculate YTD income, overtime, and variable pay

Bank Statements

Analyze deposits, NSFs, and average daily balance

K-1 Partnership

Extract ordinary income and guaranteed payments

Schedule E

Calculate net rental income with depreciation add-back

Intelligent Income Calculation

Beyond simple extraction, our AI understands mortgage underwriting guidelines. It automatically calculates qualifying income based on document type and employment situation.

  • W-2 income averaged over two years
  • Self-employment income with trending analysis
  • Rental income with depreciation add-back
  • K-1 partnership income calculation
  • Variable income (bonus, overtime, commission)
  • Bank statement program income analysis

Sample Income Analysis Output

W-2 Income (2025)
$85,450.00
W-2 Income (2024)
$78,200.00
2-Year Average (Qualifying)
$81,825.00
Income trending upward (+9.3%)

Why Loan Officers Love AI Extraction

30 Seconds vs 30 Minutes

What used to take half an hour of manual data entry now happens in seconds.

99%+ Accuracy

Our ML models are trained on millions of documents for exceptional accuracy.

Audit Trail

Every extraction is logged with confidence scores for compliance.

Included in Subscription

50 AI extractions per month included. No per-document fees.

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