IBM Db2 Analytics Accelerator is a hardware and software appliance that accelerates complex analytical queries against Db2 databases. It offloads query processing to specialized hardware, significantly improving query performance for data warehousing and business intelligence workloads. It enhances Db2's analytical capabilities.