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In this tutorial, the speaker demonstrates how to automatically extract data from PDF documents using AI, specifically through Microsoft's AI Builder. The process is simpler than expected, requiring just pointing and clicking. The context is set at the Kevin Cookie Company, where cookie orders arrive as PDF attachments via email, highlighting the inefficiencies of manual data entry. The speaker's manager expects them to copy and paste this information manually, which the speaker finds impractical amid their other responsibilities. To automate this task, the tutorial emphasizes the necessity of having a work or school Microsoft account and an AI Builder license from the organization. More details about these requirements are provided.