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In this tutorial, the speaker demonstrates how to automatically extract data from PDF documents using AI, specifically Microsoft's AI Builder. Contrary to expectations, the process is straightforward and involves building and training a model through simple clicks. The speaker shares a personal context involving the Kevin Cookie Company, where cookie orders arrive as PDF attachments and there are inefficient manual processes in place for data entry. Instead of manually copying and pasting data, the tutorial aims to streamline the workflow by utilizing AI tools. The prerequisites include having a work or school Microsoft account and an AI Builder license from the organization.