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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 through a user-friendly interface that involves minimal interaction (pointing and clicking). The speaker explains the context at the Kevin Cookie Company, where cookie orders are received as email attachments in PDF format. Instead of manually copying data as requested by management, the tutorial shows how to train an AI model to perform this task efficiently. Two key requirements are highlighted: having a work or school Microsoft account and an AI Builder license from the organization.