TensorWave is an AI cloud computing company headquartered in Las Vegas, Nevada, that builds GPU infrastructure exclusively around AMD Instinct accelerators. The company positions itself as an AMD-native alternative to the Nvidia-dominated AI cloud market, offering large-scale capacity for model training, fine-tuning and inference.
The company is deploying what it describes as the world's largest direct liquid-cooled cluster of AMD GPUs, comprising 8,192 MI325X units. Direct liquid cooling allows the cluster to operate at full load without thermal throttling, which the company says improves both energy efficiency and hardware longevity for sustained AI workloads.
TensorWave was founded in 2023. In May 2025 it secured a $100 million Series A round co-led by Magnetar and AMD Ventures, with participation from Prosperity7, Maverick Silicon and Nexus Venture Partners. According to Crunchbase, this brought the company's total capital raised to approximately $146.7 million.
The company reported being on track to exceed a $100 million annualized revenue run-rate, representing a roughly 20x year-over-year increase, signaling strong demand for AMD-based AI compute as customers seek alternatives and price-performance options beyond Nvidia.
TensorWave's close alignment with AMD, including investment from AMD Ventures, gives it preferential access to AMD's latest Instinct silicon and software stack. Its strategy is a bet that the AI compute market will diversify away from a single vendor as inference and training demand continues to scale.