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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. The process is simpler than expected and involves building and training an AI model by using straightforward mouse clicks. The context of the tutorial is set around the speaker's workplace, Kevin Cookie Company, where they receive cookie orders in PDF format via email. Instead of manually copying and pasting the data as requested by their manager, the speaker showcases the potential of AI to automate this task. Two prerequisites for this process are highlighted: a work or school Microsoft account and an AI Builder license for the organization. Further details on these requirements are provided.