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In this tutorial, the speaker explains how to automatically extract data from PDF documents using AI, particularly through Microsoft AI Builder. Despite initial concerns about complexity, the process is presented as simple and user-friendly, requiring just point-and-click actions. The need arises from the speaker's current challenge at the Kevin Cookie Company, where cookie orders are received as PDF emails, necessitating a tedious manual data entry process. The tutorial highlights that a work or school Microsoft account and an AI Builder license from the organization are prerequisites for following along. Additional information is provided regarding these requirements.