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In this tutorial, the speaker demonstrates how to automatically extract data from PDF documents using AI, specifically Microsoft AI Builder. Despite initial perceptions of complexity, the process is simplified to just pointing and clicking. The context involves handling cookie orders at the Kevin Cookie Company, where current methods require laborious manual data entry from PDFs into a separate system. The speaker emphasizes the benefits of AI in alleviating this workload. However, two prerequisites are mentioned: users need a work or school Microsoft account and an AI Builder license from their organization. Additional information about the requirements is provided in the tutorial.