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In this tutorial, the speaker demonstrates how to automatically extract data from PDF documents using AI. Contrary to expectations of complexity, the process is straightforward and involves building and training a custom AI model with simple point-and-click actions. The inspiration comes from the speaker's experience at the Kevin Cookie Company, where cookie orders arrive as PDF attachments, necessitating manual data entry, which is time-consuming. Instead of continuing this outdated method, the tutorial introduces Microsoft AI Builder to automate data extraction. Before starting, users must have a work or school Microsoft account and ensure their organization possesses an AI Builder license. More information is provided for setup.