Azure AI Document Intelligence is a cloud-based service that uses machine learning to extract structured data from various documents, such as invoices and contracts. Key features include easy text extraction, customized results, flexible deployment, built-in security, and capabilities for automating business workflows. The service transforms unstructured content into usable data and integrates with other tools for enhanced data analysis and management.