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In this tutorial, the speaker demonstrates how to automatically extract data from PDF documents using AI, specifically Microsoft AI Builder. They mention that while AI may seem complicated, the process is straightforward and involves simple point-and-click actions. The speaker shares their experience at Kevin Cookie Company, where cookie orders are received as PDF attachments via email, leading to inefficient manual data entry. Instead of copying and pasting orders, they will use AI Builder to automate the task. They note two prerequisites: a work or school Microsoft account and an AI Builder license for the organization. Additional information is provided regarding these requirements.