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In this tutorial, the speaker demonstrates how to automatically extract data from PDF documents using AI, emphasizing that the process is simple and user-friendly. The context involves processing cookie orders at the Kevin Cookie Company, where data is received as PDF attachments, leading to cumbersome manual data entry. Instead of performing this task manually, the tutorial introduces Microsoft AI Builder to train an AI model that automates the extraction process. Two prerequisites are mentioned: a work or school Microsoft account and an AI Builder license from the organization. The speaker conveys the intention to simplify data handling using AI technologies.