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Dr. Tom Weinande, a data scientist at Blue Granite, demonstrates how to extract data at scale from PDF files, specifically invoices. He introduces Form Recognizer, a pre-trained model from Azure Cognitive Services, which can extract information from these documents. The tutorial begins with an overview of the Form Recognizer documentation, focusing on its user interface. He highlights the model's customization options, which are beneficial for companies with standardized invoice formats. However, in this use case, they will be working with a variety of invoices received from different companies. The presentation aims to showcase the extraction process effectively.