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In this YouTube tutorial, the speaker demonstrates how to extract data from a PDF document using AI. They emphasize that despite the use of AI, the process is simple and easy to navigate. The tutorial follows their experience at the Kevin Cookie Company, where they receive cookie orders as PDF attachments and aim to automate the data extraction process. By utilizing Microsoft AI Builder, they train the computer to handle this task, eliminating the need for manual data entry. Access to a work or school Microsoft account and an AI Builder license are prerequisites for implementing this solution.