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In this tutorial, the speaker explains how to automate data extraction from PDF documents using AI, specifically through Microsoft AI Builder. Despite initial thoughts that the process might be complicated, the speaker assures that it is simple and can be accomplished by point-and-click methods. The speaker shares a personal context, mentioning that at the Kevin Cookie Company, they receive cookie orders as PDF attachments, which currently require manual data entry. To alleviate this burden, they will demonstrate how to train an AI model to handle the task. However, viewers must have a work or school Microsoft account and an AI Builder license to proceed.