SQL Azure Database is a cloud database service from Microsoft that provides database functionality as a utility service. It offers benefits like rapid provisioning, cost-effective scalability, high availability, and reduced management overhead. The document provides an overview of SQL Azure's architecture and how it can be used to augment existing on-premises data infrastructure or as a complete database solution.