Developing AI modal for document processing flow

| Uzair Iftikhar

INTRODUCTION TO AI BUILDER IN POWER PLATFORM

AI Builder is Microsoft’s artificial intelligence platform. It takes a ‘low-code’ approach and allows you to introduce artificial intelligence into your projects, without requiring coding experts.

ai modal

INTRODUCTION TO AI BUILDER IN POWER PLATFORM

AI Builder provides you with the ability to optimize your business processes using artificial intelligence (AI). You can use AI to automate processes and gain insights from your data Built on the strength of Azure AI capabilities, AI Builder in Power Apps allows you to train and build models and enhance the intelligence of your business apps using your data in Dynamics 365, Microsoft 365, and Microsoft Dataverse. With AI Builder, you can build custom models tailored to your needs, or choose a prebuilt model that is ready to use for many common business scenarios.

There are different types of modal you can build on AI Builder that includes:

  • Text Recognition
  • Object Recognition
  • Form Recognition

DOCUMENT PROCESSING AI MODAL

1: Select the type of document you want to build an AI model to automate data extraction. There are two options:

  • Structured document
  • Un-structured documents
ai modal

2: Choose information to extract screen, define the fields, tables, and checkboxes you want to teach your model to extract.

ai modal

3: Create collections for extracting information from document it is good if you create collection layouts that you want your model to process. For building an modal for invoice and schedule processing having different layouts create two different layouts.

ai modal

4: After creating collections for document processing train your modal for getting the accuracy of the AI Modal, if you get the accuracy above 90 percent then your modal is well trained and will process the document perfectly and will extract the information that you trained for

ai modal

Join us next time, as we continue our journey of learning canvas apps.Click here to learn more about Imperium's Power Apps Services. We hope this information was useful, and we look forward to sharing more insights into the Power Platform world.


M
Chief Architect, Founder, and CEO - a Microsoft recognized Power Platform solution architect.

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