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In this tutorial, the speaker demonstrates how to automatically extract data from PDF documents using AI, specifically with Microsoft AI Builder. Despite initial concerns about complexity, the process is simplified to point-and-click actions. The context is the speaker's experience at the Kevin Cookie Company, where they face the tedious task of manually copying data from PDF order attachments. With AI Builder, the speaker aims to train a model to handle this task efficiently. However, two prerequisites are mentioned: the need for a work or school Microsoft account and an AI Builder license for the organization. Additional information about these requirements is provided.