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In this video tutorial, the presenter demonstrates how to automatically extract data from PDF documents using AI, highlighting the simplicity of the process despite initial concerns of complexity. The context is set within the Kevin Cookie Company, where the presenter faces a tedious task of manually copying data from PDF cookie orders received via email. Instead of following this antiquated process, the presenter plans to utilize Microsoft AI Builder to automate the data extraction. Before starting, it's noted that viewers must have a work or school Microsoft account and an AI Builder license from their organization. Additional information about these requirements is provided.