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In this tutorial, the speaker demonstrates how to automate data extraction from PDF documents using AI, specifically through Microsoft AI Builder. The process is depicted as simple and user-friendly, requiring only point-and-click actions to build and train an AI model. The speaker shares a personal context, mentioning challenges faced at the Kevin Cookie Company, where cookie orders are received as PDF attachments, necessitating manual data entry. Instead of continuing this outdated process, the tutorial aims to delegate data extraction tasks to AI. However, viewers are advised that a work or school Microsoft account and an AI Builder license are prerequisites for the procedure.