document-understanding
latest
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- Overview
- 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
- 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
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 |
|---|---|
| 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 |
| 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 |
