Book Image

Power Platform and the AI Revolution

By : Aaron Guilmette
Book Image

Power Platform and the AI Revolution

By: Aaron Guilmette

Overview of this book

In this AI era, employing leading machine learning and AI models such as ChatGPT for responding to customer feedback and prototyping applications is crucial to drive business success in the competitive market. This book is an indispensable guide to integrating cutting-edge technology into business operations and leveraging AI to analyze sentiment at scale, helping free up valuable time to enhance customer relationships. Immerse yourself in the future of AI-enabled application development by working with Power Automate, Power Apps, and the new Copilot Studio. With this book, you’ll learn foundational AI concepts as you explore the extensive capabilities of the low-code Power Platform. You’ll see how Microsoft's advanced machine learning technologies can streamline common business tasks such as extracting key data elements from customer documents, reviewing customer emails, and validating passports and drivers’ licenses. The book also guides you in harnessing the power of generative AI to expedite tasks like creating executive summaries, building presentations, and analyzing resumes. You’ll build apps using natural language prompting and see how ChatGPT can be used to power chatbots in your organization. By the end of this book, you’ll have charted your path to developing your own reusable AI automation patterns to propel your business operations into the future.
Table of Contents (16 chapters)

Configuring solution prerequisites

Before you start the workflow configuration, you’ll need to set up a few things first—namely, a computer vision service and a SharePoint site.

Creating a computer vision service

Create a computer vision service in your Azure subscription by following these steps:

  1. Navigate to the Azure portal (https://portal.azure.com) and sign in.
  2. In the Search bar, enter Computer vision and select Computer vision.
  3. On the Computer vision page, click Create.
Figure 11.7 – Creating a Computer vision service

Figure 11.7 – Creating a Computer vision service

  1. Select a subscription, a resource group, a region, enter a name (it must be unique across the entire Azure space), and select a pricing tier. Click Review + Create.
  2. On the confirmation screen, click Create.
  3. On the deployment Overview page, click Go to resource.
Figure 11.8 – Reviewing the overview page

Figure 11.8 – Reviewing the overview page

  1. Under Resource Management...