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In this tutorial, the speaker demonstrates how to automatically extract data from PDF documents using AI, emphasizing its simplicity. The context is set at the Kevin Cookie Company, where cookie orders are received as PDF attachments, leading to tedious manual data entry. Instead of continuing with outdated methods, the tutorial introduces Microsoft AI Builder to train an AI model for automation. Two prerequisites are highlighted: having a work or school Microsoft account and an AI Builder license from the organization. The speaker encourages viewers to leverage this technology instead of manual processes.