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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, using Azure's Form Recognizer. This pre-trained model enables users to extract information effectively from invoices where data might be trapped. The tutorial begins on the Form Recognizer documentation page, showcasing the user interface and customization options available for the model. This is particularly useful for companies that have a standard invoice format, but in this case, the demonstration focuses on processing various invoices received from other companies.