Schedule and deconflict qualification programs across vendor sample timelines: next-generation accelerator platforms (NVIDIA, AMD, custom accelerators), Ethernet switching on the Broadcom Tomahawk and Jericho families and NVIDIA Spectrum, converged NVMe storage platforms (Weka, Hammerspace, VAST Data), and CDU platforms (nVent, CoolIT, Vertiv). Own lab logistics: equipment receiving, asset inventory, rack-and-stack execution quality, RMA handling, migration and standup of lab infrastructure, and coordination of CDU manifold connections and leak inspection with deployment engineering.