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In this tutorial, the speaker demonstrates how to automatically extract data from a PDF document using AI. Despite initial concerns about complexity, the process is straightforward and involves building and training a custom AI model through simple mouse clicks. The speaker highlights the inefficiency of manually copying data from PDF cookie orders at the Kevin Cookie Company, as their manager prefers antiquated methods. Instead, they will utilize Microsoft AI Builder to automate this data extraction. Two prerequisites are mentioned: a work or school Microsoft account and an AI Builder license from the organization. Additional information is provided for users to understand these requirements.