document-understanding
latest
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- Overview
- Getting started
- Building models
- Consuming models
- ML packages
- 1040 - ML package
- 1040 Schedule C - ML package
- 1040 Schedule D - ML package
- 1040 Schedule E - ML package
- 1040x - ML package
- 3949a - ML package
- 4506T - ML package
- 709 - ML package
- 941x - ML package
- 9465 - ML package
- 990 - ML package
- ACORD125 - ML package
- ACORD126 - ML package
- ACORD131 - ML package
- ACORD140 - ML package
- ACORD25 - ML package
- Bank Statements - ML package
- Bills Of Lading - ML package
- Certificate of Incorporation - ML package
- Certificate of Origin - ML package
- Checks - ML package
- Children Product Certificate - ML package
- CMS 1500 - ML package
- EU Declaration of Conformity - ML package
- Financial Statements - ML package
- FM1003 - ML package
- I9 - ML package
- ID Cards - ML package
- Invoices - ML package
- Invoices Australia - ML package
- Invoices China - ML package
- Invoices Hebrew - ML package
- Invoices India - ML package
- Invoices Japan - ML package
- Invoices Shipping - ML package
- Packing Lists - ML package
- Payslips - ML package
- Passports - ML package
- Purchase Orders - ML package
- Receipts - ML Package
- Remittance Advices - ML package
- UB04 - ML package
- Utility Bills - ML package
- Vehicle Titles - ML package
- W2 - ML package
- W9 - ML package
- Public endpoints
- Supported languages
- Data and security
- Licensing and Charging Logic
- How to
Out-of-the-box models
Document Understanding User Guide
Out-of-the-box models
We provide a range of pre-trained out-of-the-box models that can process common document types.
These models are available as public endpoints, such as
https://govcloud.uipath.us/du_/ie/invoices
, which can be consumed by
activities right away without any model training.
These models can be integrated into automations in the following ways:
- In classic RPA workflows in Studio Desktop using the IntelligentOCR.Activities, the OCR.Activities, and the DocumentUnderstanding.ML.Activities packages.
- In cross-platform, RPA workflows in Studio Desktop or Studio Web using the DocumentUnderstanding.Activities package.
- By calling the Document Understanding REST APIs.
Note: For the complete list of extracted fields for each document
type, check the Out-of-the-box Models Details file.
Document Type | Lines of Business | Public Endpoint URL |
---|---|---|
709 United States Gift (and Generation-Skipping Transfer) Tax Return Preview | Tax |
|
941x Adjusted Employer's Quarterly Federal Tax Return or Claim for Refund Preview | Tax |
|
990 Return of Organization Exempt from Income Tax - Preview | Tax |
|
Tax |
| |
1040 Schedule C Preview | Tax |
|
1040 Schedule D Preview | Tax |
|
1040 Schedule E Preview | Tax |
|
1040x Preview | Tax |
|
3949a Information Referral Preview | Tax |
|
HR Employee Onboarding, Tax |
| |
9465 Installment Agreement Request Preview | Tax |
|
Insurance Applications |
| |
ACORD 125 Commercial Insurance Application | Insurance Applications |
|
ACORD 126 Commercial General Liability Insurance Section Form | Insurance Applications |
|
ACORD 131 Umbrella / Excess Insurance Section Form | Insurance Applications |
|
ACORD 140 Property Insurance Section Form | Insurance Applications |
|
Bank Statements | Know Your Customer, Lending, Banking |
|
Bills of Lading | Shipping, Supply Chain |
|
Certificate of Incorporation/Good Standing | Supply Chain, Know Your Customer, Retail |
|
Certificate of Origin | Supply Chain, Retail |
|
Checks | Banking |
|
Supply Chain, Retail |
| |
Insurance, Claims Processing, Healthcare |
| |
Supply Chain, Retail |
| |
Financial Statement | Finance, Banking, Know Your Customer |
|
FM 1003 Uniform Residential Loan Application Form - Preview | Lending, Banking |
|
I9 Employment Eligibility Verification Form | HR Employee Onboarding |
|
Know Your Customer, Public Sector |
| |
Invoices | Accounts Payable, Order to Cash, Finance |
|
Invoices China | Accounts Payable, Order to Cash, Finance |
|
Invoices Hebrew Preview | Accounts Payable, Order to Cash, Finance |
|
Invoices India | Accounts Payable, Order to Cash, Finance |
|
Invoices Japan | Accounts Payable, Order to Cash, Finance |
|
Invoices Shipping | Accounts Payable, Order to Cash, Finance, Shipping, Supply Chain |
|
Packing Lists | Shipping, Supply Chain |
|
Passports | Know Your Customer |
|
Payslips | Payroll, HR |
|
Purchase Orders | Order to Cash, Finance, Accounts Receivable |
|
Receipts | Expense |
|
Remittance Advices | Order to Cash, Finance, Accounts Receivable |
|
UB04 Preview | Insurance, Claims Processing, Healthcare |
|
Utility Bills | Know Your Customer, Property Management |
|
Vehicle Titles | Public Sector, Lending, Finance |
|
Tax, Lending, Know Your Customer |
| |
W9 Request for Taxpayer Identification Number and Certification | HR, Employee onboarding |
|