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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 concerns about complexity, the process is simplified to a user-friendly interface requiring only point-and-click actions. The speaker highlights their challenge at the Kevin Cookie Company, where cookie orders are received as PDF attachments, leading to tedious manual data entry. By utilizing AI Builder, they aim to automate this task to free up time for other responsibilities. Two requirements are noted: having a work or school Microsoft account and an AI Builder license from the organization. Further details are provided in the video.