Tensordyne Napier

Revolutionary AI Inference Infrastructure

Tensordyne Napier is a next-generation AI inference system engineered to deliver unprecedented speed and energy efficiency for datacenter-scale deployments. Built on proprietary logarithmic mathematics and ultra-low latency scale-up interconnect technology, Napier enables organizations to serve AI workloads faster and more cost-effectively than traditional GPU-based architectures.

Purpose-Built for Modern AI Workloads

Napier is specifically optimized for the demands of contemporary AI applications, including:

• Multi-Trillion Parameter Mixture of Experts (MoE): Optimized for models like DeepSeek-V4, leveraging EP72 parallelism to serve giant models at 2x the speed of leading solutions
• Agentic AI & High-Speed Coding: Delivers 1,000+ tokens per user with ultra-low latency for instantaneous code generation and complex multi-step reasoning
• Realtime 4K Video Generation: Generates 4K content at 30FPS through any-to-any cell-based scale-up interconnect with seamless linear scaling
• Uncompromised 16-bit Precision: Runs the world's largest models in full precision to minimize hallucinations and maximize data authority

Game-Changing Efficiency & Deployment Flexibility

The system achieves 608 PFLOPS of dense compute per rack while consuming just 30 kW per pod—fully air-cooled with no complex liquid cooling infrastructure required. This dramatic efficiency gain translates to significantly lower total cost of ownership and simplified datacenter integration. Napier seamlessly integrates into existing Kubernetes-managed stacks via PyTorch, Triton, and vLLM support, enabling frictionless multi-vendor deployments.

For Every Scale of AI Infrastructure

Whether you're a hyperscaler building massive inference factories, a neo cloud seeking premium speed with high margins, or an enterprise bringing frontier-class AI on-premises, Napier delivers public cloud performance at a fraction of the footprint and energy cost. The platform's disaggregated architecture eliminates bottlenecks in multi-trillion parameter model serving while maintaining consistent per-user performance exceeding 1,000 tokens per second.

Proven Silicon, Production-Ready Architecture

Backed by foundational patents in log-math-based architectures and developed through strategic partnerships with Broadcom, TSMC, and Juniper Networks, Napier represents years of validated innovation. The 3nm chip successfully taped out in 2026 and is now entering high-volume manufacturing, transitioning from development to commercial reality to meet massive datacenter AI infrastructure demand.