document-understanding
latest
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- Overview
- Getting started
- Building models
- Consuming models
- ML packages
- 1040 - document type
- 1040 Schedule C - document type
- 1040 Schedule D - document type
- 1040 Schedule E - document type
- 1040x - document type
- 3949a - document type
- 4506T - document type
- 709 - document type
- 941x - document type
- 9465 - document type
- ACORD125 - document type
- ACORD126 - document type
- ACORD131 - document type
- ACORD140 - document type
- ACORD25 - document type
- Bank Statements - document type
- Bills Of Lading - document type
- Certificate of Incorporation - document type
- Certificate of Origin - document type
- Checks - document type
- Children Product Certificate - document type
- CMS 1500 - document type
- EU Declaration of Conformity - document type
- Financial Statements - document type
- FM1003 - document type
- I9 - document type
- ID Cards - document type
- Invoices - document type
- Invoices Australia - document type
- Invoices China - document type
- Invoices Hebrew - document type
- Invoices India - document type
- Invoices Japan - document type
- Invoices Shipping - document type
- Packing Lists - document type
- Payslips - document type
- Passports - document type
- Purchase Orders - document type
- Receipts - document type
- Remittance Advices - document type
- UB04 - document type
- Utility Bills - document type
- Vehicle Titles - document type
- W2 - document type
- W9 - document type
- Public endpoints
- Supported languages
- Insights dashboards
- Data and security
- Licensing
- How to
- Troubleshooting
Document Understanding Modern Projects User Guide
Last updated May 8, 2025
FM1003 - document type
The Uniform Residential Loan Application Form 1003 is the standard form nearly all mortgage lenders in the United States use to collect information on borrowers about their finances, the property type, and its value.
The model is trained to identify and extract up to 71 fields and 49 items containing all kinds of data relevant for the mortgage application process.
The model automatically detects data such as:
- Borrower Name, SSN, Date of Birth, Citizenship,
- Type of Credit, Other Borrowers Applying for this Loan, Martial Status, Dependents, Contact Information,
- Current Employment Info: Business Name, Address, Phone, Position/Title, Start Date, Period Employed, Monthly Income,
- Assets: Account Type, Financial Institution, Account Number, Cash or Market Value,
- Loan Originator Name, Address, NMLSR ID#.
Note: For the complete list of extracted fields, check the Out-of-the-box Models Details file.
You can download the a sample filled-in form from here.
You can also preview the sample of a filled-in form:
