KI: PL-7004: Implement AI models with Microsoft AI Builder

Learn how to to automate document workflows, recognize text, and predict outcomes. Gain hands-on expertise with AI Builder in Power Apps and Power Automate, driving smarter, AI-powered business solutions.

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This course guides you in leveraging AI Builder to automate document processing, recognize text, and make predictions. Through hands-on labs and projects, you'll create and integrate custom AI models with Power Apps and Power Automate for efficient, AI-driven workflows. Develop skills to streamline approvals, automate repetitive tasks, and enhance app functionality with prebuilt and custom AI models in Power Platform.

Course Objectives: 

  • Automate document processing with AI Builder’s prepackaged solution.
  • Create custom document processing models and integrate them into workflows.
  • Differentiate between custom and prebuilt AI Builder models for Power Apps.
  • Implement AI Builder Text recognition for business applications.
  • Build a prediction model and apply it within a model-driven app.
  • Design Power Automate flows using AI models for streamlined approvals.

Prerequisites:

You should be familiar with the Microsoft Power Platform Environment Maker role, Power Platform apps, Power Automate cloud flows and Dataverse.

Target Audience: 

Power Platform App Maker

Course Outline: 

Automate the processing of documents with the AI Builder prepackaged solution

  • Understand which scenarios are addressed in document automation.
  • Learn what you can accomplish with document automation.

Process custom documents with AI Builder

  • Explore how automating document processing can help save time.
  • Create your first Document processing model.
  • Learn how to use your Document processing models in Power Apps and Power Automate.

Use AI Builder models in Power Apps

  • Learn about the difference between custom and prebuilt AI Builder models.
  • Examine AI Builder models that are available for model-driven apps in Power Apps.
  • Examine AI Builder models that are available for canvas apps in Power Apps.

Recognize text with AI Builder

  • Integrate AI Builder Text recognition.
  • Identify how to use AI Builder Text recognition within Microsoft Power Platform.
  • Evaluate which business problems can be solved by AI Builder Text recognition.
  • Develop a simple flow with Power Automate that uses AI Builder Text recognition.
  • Practice processing files from a OneDrive folder and saving recognized text to Microsoft Dataverse.
  • Develop a Power Apps application that will use AI Builder Text recognition.
  • Practice retrieving recognized text.

Get started with AI Builder prediction

  • Learn about the AI Builder prediction model.
  • Discover the different outcome patterns.
  • Learn about historical data selection.
  • Create a prediction model.
  • Use the prediction model in a model-driven app.
  • Lab: Build a prediction model and use it in a model-driven app

Guided Project - Create document process model and email approval with AI Builder and Power Automate

  • Create document processing model - Create a Power Automate flow that consumes your document processing model for approvals
  • Lab: Create the invoice Processing Model
  • Lab: Build an approval email that uses the Invoice Processor model

Prepare for your Applied Skills credential 


This one-day, instructor-led training is recommended as preparation for the assessment Implement AI models with Microsoft Power Platform AI Builder.

Microsoft Applied Skills is a new scenario-based credential that proves your proficiency in skill sets specific to critical business problems, so you can make a bigger impact on your projects, your organization, and your career.