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In this tutorial, the speaker demonstrates how to automatically extract data from PDF documents using AI, specifically through Microsoft AI Builder. Contrary to expectations of complexity, the process is simplified to a user-friendly point-and-click method. The speaker mentions the context of their work at the Kevin Cookie Company, where cookie orders arrive as PDF attachments, creating a manual data-entry burden. Instead of copying and pasting data, the tutorial intends to train an AI model that will automate the task. Two requirements are highlighted: a work or school Microsoft account and an AI Builder license from the organization. Further information is promised for viewers.