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In this tutorial, the speaker demonstrates how to automatically extract data from PDF documents using AI, specifically Microsoft AI Builder. Despite initial perceptions that this process may be complex, it's made simple through a point-and-click approach. The context is set at the Kevin Cookie Company, where the speaker faces the tedious task of manually copying data from PDF orders received via email. To alleviate this burden, the tutorial guides viewers in training an AI model to handle the data extraction automatically. However, two requirements are emphasized: a work or school Microsoft account and an AI Builder license from the organization. Further information about these prerequisites is provided.