SQL Azure Database provides SQL Server database technology as a cloud service, addressing issues with on-premises databases like high maintenance costs and difficulty achieving high availability. It allows databases to automatically scale out elastically with demand. SQL Azure Database uses multiple physical replicas of a single logical database to provide automatic fault tolerance and high availability without complex configuration. Developers can access SQL Azure using standard SQL client libraries and tools from any application.