document-understanding
2023.10
false
Document Understanding user guide
- Overview
- Document Understanding Process
- Quickstart tutorials
- Framework components
- ML packages
- Overview
- Document Understanding - ML package
- DocumentClassifier - ML package
- ML packages with OCR capabilities
- 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
- 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 India - ML package
- Invoices Japan - ML package
- Invoices Shipping - ML package
- Packing Lists - ML package
- Passports - ML package
- Payslips - 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
- Other Out-of-the-box ML Packages
- Public Endpoints
- Hardware requirements
- Pipelines
- Document Manager
- OCR services
- Deep Learning
- Document Understanding deployed in Automation Suite
- Install and use
- First run experience
- Deploy UiPathDocumentOCR
- Deploy an out-of-the-box ML package
- Offline bundles 2023.10.12+patch1
- Offline bundles 2023.10.12
- Offline bundles 2023.10.11
- Offline bundles 2023.10.10
- Offline bundles 2023.10.9
- Offline bundles 2023.10.8
- Offline bundles 2023.10.7+patch1
- Offline bundles 2023.10.7
- Offline bundles 2023.10.6
- Offline bundles 2023.10.5
- Offline bundles 2023.10.4
- Offline bundles 2023.10.3
- Offline bundles 2023.10.2
- Offline bundles 2023.10.1
- Offline bundles 2023.10.0
- Use Document Manager
- Use the Framework
- Document Understanding deployed in AI Center standalone
- Licensing
- Activities
- UiPath.Abbyy.Activities
- UiPath.AbbyyEmbedded.Activities
- UiPath.DocumentProcessing.Contracts
- UiPath.DocumentUnderstanding.ML.Activities
- UiPath.DocumentUnderstanding.OCR.LocalServer.Activities
- UiPath.IntelligentOCR.Activities
- UiPath.OCR.Activities
- UiPath.OCR.Contracts
- UiPath.OmniPage.Activities
- UiPath.PDF.Activities
990 ML package (Preview) for Document Understanding in Automation Suite, extracting organizational activities, governance data, and detailed financial information from IRS Form 990 nonprofit returns.
Overview
IRS Form 990 is an information return. It is filed by nonprofits, charities, and other tax-exempt organizations to maintain their tax-exempt status.
The model is trained to extract data about an organization's activities and governance, as well as detailed financial information.
Particularities
The model automatically detects data such as:
- Organization’s Name, Address, Contact, Tax-exempt Status, Form of Organization, etc.,
- Activities and Governance, Revenue, Expenses, Net Assets/ Fund Balances,
- Checklist of Required Schedules,
Samples
You can download the following sample filled-in forms:
You can also preview the samples of a filled-in form: