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Dr. Tom Weinande, a data scientist at Blue Granite, explains how to extract data from PDF invoices using Azure's Form Recognizer, a pre-trained model from Azure Cognitive Services. He starts by demonstrating the user interface of the Form Recognizer's invoice model, highlighting its ability to customize processing for companies with standard invoice formats. The tutorial aims to help companies manage data trapped in numerous PDF invoices efficiently. By leveraging Form Recognizer, users can streamline data extraction from various invoices received from different companies.