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In this tutorial, the speaker demonstrates how to extract data automatically from PDF documents using AI, specifically Microsoft AI Builder. Initially, the speaker addresses concerns about the complexity of AI, emphasizing that the process is straightforward and involves merely pointing and clicking. The context is provided through the speaker's experience at the Kevin Cookie Company, where cookie orders are received as PDF attachments. Instead of manually copying and pasting data, the tutorial shows how to train the AI model to automate this task. The prerequisites include having a work or school Microsoft account and an AI Builder license from the organization. Additional information is available for further guidance.