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In this tutorial, the speaker demonstrates how to automatically extract data from PDF documents using AI, emphasizing that the process is straightforward and user-friendly. The context is set at the Kevin Cookie Company, where cookie orders arrive as PDF email attachments, and the speaker's manager has tasked them with manually copying data into another system. Instead of manual work, they will utilize Microsoft AI Builder to train an AI model for this data extraction. Two prerequisites are highlighted: the need for a work or school Microsoft account, and an AI Builder license from the organization. Further information is promised for viewers regarding these requirements.