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In this tutorial, the speaker demonstrates how to automatically extract data from PDF documents using AI. Contrary to initial assumptions that this process might be complex, it is quite straightforward and involves building and training a custom AI model through simple point-and-click actions. The speaker shares personal context from the Kevin Cookie Company, where cookie orders arrive as PDF attachments, and expresses frustration over the manual data entry process required by their manager. Instead, they will utilize Microsoft AI Builder to automate data extraction. Users are reminded that a work or school Microsoft account, along with an AI Builder license, is necessary to proceed.