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In this tutorial, the speaker demonstrates how to automatically extract data from PDF documents using AI, specifically through Microsoft AI Builder. Contrary to the belief that this process might be complicated, it is notably simple and can be accomplished through a user-friendly, point-and-click approach. The context is provided through the example of the Kevin Cookie Company, which faces challenges with outdated processes for handling cookie orders received as PDF attachments via email. Instead of manually copying and pasting data, the tutorial shows how to train the AI model to perform these tasks efficiently. Two prerequisites are mentioned: a work or school Microsoft account and an AI Builder license for the organization.