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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. Despite initial concerns about complexity, the process is straightforward and involves a user-friendly, point-and-click method. The speaker highlights a practical use case from their workplace, where cookie orders are received as PDF attachments via email, necessitating manual data entry that can be cumbersome. By leveraging AI Builder, they aim to automate this task and alleviate the burden of manual copying and pasting. However, viewers need a work or school Microsoft account and an AI Builder license from their organization to proceed. Additional information is provided for clarity.