AI Challenge - Extract structured documents using Forms AI

AI Challenge - Extract structured documents using Forms AI

Use Case Description

What is Forms AI and when should you use it?

• Forms AI is part of the Document Understanding Service and can be used for uploading and processing structured forms with standard layouts and fields. Forms AI can be a great machine learning model to use if you must train and label structured documents with one format.

How is Forms AI different from Forms Extractor?

The versatility of a Forms AI model, triumphs limitations for the traditional Forms extractor. Here are some points to consider using Forms AI if your document types contain the following:
• Your documents come in various formats (native, scanned, skewed, rotated, different page sizes)
• documents are not only skewed, rotated, or come in different sizes, but also manifest “warping” (curving in certain areas)
• You want a continuous improvement model which you can train and improve over time.
• You notice variability in your structured documents (non-variable content appears more to the left / right / top / bottom for certain areas of the document)

The to be workflow defines the methods you can extract any structured document type through the document understanding service.


Other information about the use case

Industry categories for this use case: Finance, Information Technology and Services, Operations, Banking

Skill level required: Beginners

UiPath Products that were used: UiPath Studio, UiPath AI Center, UiPath Document Understanding

Other applications that were used: -

Other resources:

What is the top ROI driver for this use case?: Minimize risk and ensure compliance in operations


Hi @sharon.palawandram thank you for submitting your use case. Don’t forget to share it on your social media followers to cast their vote for your use case :wink: !

Stay connected :raised_hands: .

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Thank you @loredana_ifrim, will do!

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Good luck @sharon.palawandram :relaxed::relaxed: