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In this tutorial, the speaker demonstrates how to extract data from a PDF document automatically using AI. Despite initial perceptions of complexity, the process is simple and involves building and training an AI model through pointing and clicking. The example scenario involves receiving cookie orders as PDF attachments via email at the Kevin Cookie Company, where manual data entry is required. The solution involves using Microsoft AI Builder to train the computer to automate the data extraction process. It is necessary to have a work or school Microsoft account and an AI Builder license from the organization.