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In this tutorial, the speaker demonstrates how to automatically extract data from PDF documents using AI. Contrary to initial assumptions about complexity, the process is straightforward and involves building and training a custom AI model through simple point-and-click actions. The context is set at the Kevin Cookie Company, where the manager requires manual data entry from PDF cookie orders, which the speaker finds outdated. To streamline this process, Microsoft AI Builder is introduced as a solution for automating the data extraction. The speaker notes that a work or school Microsoft account and an AI Builder license are necessary prerequisites for this task. Additional information is provided for users.