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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. Initially, the speaker expresses concern about the complexity of AI applications but reassures that the process is straightforward and involves simple point-and-click actions. The context is set at the Kevin Cookie Company, where the speaker faces the challenge of manually copying order data from PDF attachments in emails, despite their busy schedule. They plan to train an AI model to automate this task. However, viewers are advised that a work or school Microsoft account and an AI Builder license are required to proceed with the tutorial.