The Teradata Active Enterprise Data Warehouse 6650 platform is designed for high performance and scalability in data warehousing, allowing linear expansion up to 4,096 nodes with support for SSD upgrades. It features flexible storage configurations, automatic node failover, and can accommodate thousands of users and applications. The platform includes two models optimized for varying workloads and operational intelligence, leveraging advanced technologies such as Intel processors and SUSE Linux.