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In this tutorial, the speaker demonstrates how to automatically extract data from PDF documents using AI. The process is simplified to just pointing and clicking, making it accessible even for those who might think it's complex. Focusing on the Kevin Cookie Company, where cookie orders arrive as PDF attachments via email, the speaker highlights the inefficiency of manually copying and pasting data. Instead, they plan to utilize Microsoft AI Builder to automate this task. Before starting, it's noted that viewers must have a work or school Microsoft account and an AI Builder license from their organization to participate. More information on these requirements is provided in the tutorial.