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In this tutorial, the speaker demonstrates how to automatically extract data from PDF documents using AI, specifically Microsoft AI Builder. Despite initial concerns about complexity, the process is straightforward and involves building and training a custom AI model through simple mouse clicks. The speaker shares a personal context, mentioning their job at the Kevin Cookie Company, where cookie orders are received as PDF attachments, necessitating inefficient manual data entry. By leveraging AI Builder, the speaker aims to automate this task, saving time for other responsibilities. However, viewers must have a work or school Microsoft account and an AI Builder license to proceed.