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The Loan Application skill extracts data from Forms 1003, completed as part of mortgage loan applications. A fully completed Form 1003 contains personal information about the borrower and co-borrower, the loan terms, as well as information about the property being financed. The Loan Application skill is a preview skill. It has been trained on a limited set of documents and is designed to help you quickly get started with processing loan applications. For production use, you may need to uptrain the skill with your own document samples.

Countries and Languages

CountriesLanguages
USAEnglish

Extracted Fields

Terms of Loan and Property Information

Type of Mortgage

FieldDescription
Mortgage Applied forMortgage type.
Agency Case NumberMortgage identifier in MISMO format.
Lender Case NumberThe lender’s internal system mortgage identifier.

Terms of Loan

FieldDescription
AmountThe total amount of the loan.
Interest RateThe interest rate.
Number of MonthsThe term of the loan (in months).
Amortization TypeThe loan payment type.

Property Information

FieldDescription
Subject Property AddressThe address of the financed property.
Number of UnitsThe number of property units being financed (e.g., number of apartments).
Legal Description of Subject PropertyA legal description of the financed property (e.g., number of rooms, property size, the year the property was built in, etc.).

Additional Terms

FieldDescription
Purpose of LoanThe purpose of the loan (purchase, construction, refinance, etc.).
Property Will BeThe purpose of the financed property.

Borrower Information

FieldDescription
Borrower’s NameThe borrower’s name.
SSNThe borrower’s Social Security Number.
Home PhoneThe borrower’s home phone number.
Date of BirthThe borrower’s date of birth.

Borrower Employment Information

FieldDescription
Name of EmployerThe name of the borrower’s employing organization.
Address of EmployerThe address of the borrower’s employing organization.
PositionThe borrower’s job position.
Years in JobHow long the borrower has worked for the organization.
DatesThe borrower’s employment start and end dates.
Self EmployedSpecifies whether the borrower is self-employed.

Co-Borrower Information

FieldDescription
Co-Borrower’s NameThe co-borrower’s name.
SSNThe co-borrower’s Social Security Number.
Home PhoneThe co-borrower’s home phone number.
Date of BirthThe co-borrower’s date of birth.

Co-Borrower Employment Information

FieldDescription
Name of EmployerThe name of the co-borrower’s employing organization.
Address of EmployerThe address of the co-borrower’s employing organization.
PositionThe co-borrower’s job position.
Years in JobHow long the co-borrower has worked for the organization.
DatesThe co-borrower’s employment start and end dates.
Self EmployedSpecifies whether the co-borrower is self-employed.

Income and Expenses

Monthly Income and Housing Expense

FieldDescription
Gross Monthly Income (Borrower)The borrower’s monthly income before taxes.
Gross Monthly Income (Co-Borrower)The co-borrower’s monthly income before taxes.
Gross Monthly Income TotalThe combined monthly income of the borrowers.
Combined Monthly Housing Expense Total (Present)The current combined monthly housing expenses of the borrowers.
Combined Monthly Housing Expense Total (Proposed)The proposed combined monthly housing expenses of the borrowers.

Assets and Liabilities

FieldDescription
Total AssetsThe total combined assets of the borrowers (monetary value).
Total LiabilitiesThe total combined liabilities of the borrowers (monetary value).
Net WorthThe total combined net worth of the borrowers (Total Assets − Total Liabilities).

Details of Transaction

FieldDescription
Box a - Purchase PriceThe purchase price of the financed property.
Box i - Total CostsThe total cost of the financed property, including all additional charges (e.g., insurance fees).
Box o - Loan AmountThe total amount loaned out.
Loan Origination Company’s NameThe name of the lending organization.

Key Fields

  • Lender Case Number
  • Amount
  • Borrower’s Name
  • Borrower Information/SSN

Validation Rules

RuleDescription
Check Checkmark BorrowerSets the Borrower Employment Information/Self Employed field to false if marked as “N” on the form.
Check Checkmark CoBorrowerSets the Co-Borrower Employment Information/Self Employed field to false if marked as “N” on the form.