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In this tutorial, the speaker demonstrates how to automatically extract data from PDF documents using AI, specifically via Microsoft AI Builder. While the initial thought of using AI may seem daunting, the process is simplified to just point-and-click actions. The speaker highlights the problem at the Kevin Cookie Company, where cookie orders are received as PDF attachments, necessitating tedious manual data entry. Instead of continuing with cumbersome tasks as requested by the manager, the speaker proposes using AI Builder to train a model to perform the data extraction automatically. Two prerequisites are mentioned: a work or school Microsoft account and an organization with an AI Builder license.