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In this tutorial, the speaker demonstrates how to automatically extract data from PDF documents using AI. Contrary to assumptions that this process is complicated, it is presented as straightforward, involving a simple point-and-click method to build and train an AI model. The speaker shares a personal struggle with antiquated processes at the Kevin Cookie Company, where cookie orders come as PDF attachments, requiring manual data entry. To streamline this task, the tutorial introduces Microsoft AI Builder, which will perform the data extraction. However, two requirements are mentioned: a work or school Microsoft account and an AI Builder license from the organization. Further information is provided for these prerequisites.