Chip architects, ASIC design-services firms, and EDA enablers powering AI workloads — GPU designers (NVDA, AMD), CPU-ISA licensors (ARM), FPGA makers (LSCC), custom ASIC/XPU specialists (AVGO, MRVL, CBRS, INTC, QCOM), pure-play hyperscaler ASIC design services (Alchip/3661, Global Unichip/3443, MediaTek's co-design work on Google TPU), and the EDA duopoly (Synopsys, Cadence) whose tools are a prerequisite for every custom chip tape-out — collectively underpinning AI training clusters, inference deployments, and AI-accelerated edge devices.