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In this tutorial, the speaker demonstrates how to automatically extract data from PDF documents using AI, specifically through Microsoft AI Builder. The process is simplified and involves building and training an AI model with basic point-and-click actions. The speaker shares their experience at the Kevin Cookie Company, where cookie orders arrive as PDF attachments, leading to a cumbersome manual data entry process. To alleviate this, they propose using AI Builder to automate the extraction of data instead of continuing outdated practices. However, viewers should note the requirement of a work or school Microsoft account and an AI Builder license from their organization before proceeding.