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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 simpler than expected. By utilizing Microsoft AI Builder, users can train an AI model with a straightforward point-and-click method, eliminating the need for manual data entry. The speaker shares their experience at the Kevin Cookie Company, where cookie orders are received as PDF attachments, highlighting the inefficiencies of manual copying and pasting. To begin, users must possess a work or school Microsoft account and ensure their organization has an AI Builder license. Additional information is provided for setup.