Document Understanding
latest
false
- 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
- 4506T - ML Package
- 990 - ML Package - Preview
- ACORD125 - ML Package
- ACORD126 - ML Package
- ACORD131 - ML Package
- ACORD140 - ML Package
- ACORD25 - ML Package
- Bank Statements - ML Package
- BillsOfLading - 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 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
- RemittanceAdvices - 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
Out-of-the-box models
Document Understanding User Guide for Modern Experience
Last updated May 9, 2024
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://du.uipath.com/invoices
, which can be consumed by
activities right away without any model training. Custom trained extractors are trained in
Document Understanding in Automation CloudTM by using the One Click Extraction feature.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 APIsDocument 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 |
---|---|---|
Tax |
| |
1040 Schedule C Preview | Tax |
|
1040 Schedule D Preview | Tax |
|
1040 Schedule E Preview | Tax |
|
HR Employee Onboarding, Tax |
| |
990 Return of Organization Exempt from Income Tax - 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 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 |
|