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In this tutorial, the presenter explains how to automatically extract data from PDF documents using AI, specifically through Microsoft AI Builder. Despite initial concerns about complexity, the process is straightforward and involves a simple point-and-click method. The context is set in a cookie company where the manager expects manual data entry from PDF orders, prompting the need for automation. To utilize AI Builder, users must have a work or school Microsoft account and an AI Builder license from their organization. The video provides guidance on training a custom AI model to streamline this data extraction task.