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In this tutorial, the speaker demonstrates how to automatically extract data from PDF documents using AI, specifically Microsoft AI Builder. The process is simplified to just pointing and clicking. The context is that the speaker, working at a cookie company, regularly faces the tedious task of manually copying and pasting order details from PDF attachments. Instead, they aim to train an AI model to automate this process. The tutorial emphasizes two prerequisites: a work or school Microsoft account and an AI Builder license for the organization. Further details are provided about these requirements.