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Marco Casalaina, VP of Product Management for Azure AI, discusses building document intelligence applications using Azure Applied AI Services and Cognitive Services. Documents are vital for organizations but extracting information can be manual, time-consuming, and error-prone, especially with varying formats and languages. Different industries, like hospitals, have specific compliance and security requirements, leading to costly issues like denied claims. Azure AI offers solutions to automate and improve document processing for increased efficiency and accuracy.