Fabric Data Warehouse at Build 2026 introduces a suite of capabilities addressing the needs of AI agents and copilots that issue queries autonomously at scale, exposing every weakness in slow or rigid platforms. New features span query acceleration, intelligent cache management, and enhanced concurrency controls designed for the demands of agentic analytics workloads.