TensorNova
TensorNova
Founded in 2016, TensorNova has bridged the gap between raw compute needs and thermal/mechanical reality. We assemble, validate, and optimize high-density server configurations designed for intensive workloads.
Uncompromising Quality Management: Operates strictly under ISO9001 quality infrastructure. With over 45 dedicated quality control engineers, every node is subjected to full-load hardware stress validation, thermal simulations, and direct workload testing mimicking dense GPU operations before leaving the floor.
Our 180+ R&D engineers design motherboard-level power optimizations, design structural brackets for multi-GPU arrays, and optimize hybrid liquid-to-air cooling systems to support high-density processing setups.
Modern compute architecture is undergoing its most significant shift since the transition to virtualized cloud computing. The rise of multi-billion parameter Large Language Models (LLMs) requires hardware engineered for extreme power and thermal requirements.
As silicon accelerators approach 700W to 1000W per chip, traditional rack power distributions are hitting walls. Data centers are standardizing on high-voltage power delivery (48V systems) and transitioning from air cooling to advanced liquid-to-the-chip (DLC) options to manage extreme TDP profiles.
AI workloads are communication-bound. High-frequency training relies on low-latency fabrics like InfiniBand or ultra-fast ethernet switches. Hardware configurations must support high-speed PCIe expansion, multi-channel controllers, and high-performance PCIe storage configurations.
Global enterprise buyers are avoiding single-vendor lock-in. Custom server designs using open form-factors (OCP compliant configurations) allow operators to mix components, integrate custom storage, and optimize their total cost of ownership (TCO) across server lifecycles.
Modern IT infrastructure buyers evaluate partners based on real operational metrics rather than marketing claims. Our clients emphasize three main criteria when selecting their server manufacturing partners:
Ensuring clear visibility into silicon sourcing, memory chips, and mainboard components to meet stringent trade compliance policies.
Minimizing DOA rates through continuous stress testing, thermal chamber cycles, and validation under specific application loads.
Securing reliable supply paths to deliver hundreds of systems on time, protecting projects against semiconductor market shifts.
By cultivating relationships with over 1,200 specialized suppliers and silicon partners, TensorNova secures priority access to key server components. Whether sourcing dual-socket Xeon processors, high-speed DDR5 memory, or enterprise SAS/NVMe drives, our component network remains stable under peak industrial demand.
"Our global network ensures component availability during industry-wide allocations, helping keep lead times predictable for enterprise expansions."
Based in the heart of China’s technology manufacturing sector, TensorNova operates a modern production facility optimized for advanced server assembly, testing, and component validation.
Our manufacturing floor integrates ESD-controlled assembly areas, automated burn-in testing chambers, and direct water loops for testing liquid-cooled configurations. Leveraging China's industrial ecosystem, we integrate hardware design, surface-mount assembly, metalwork customization, and quality testing under one coordinated workflow.
Every platform we ship undergoes a detailed QC sequence, including full-load stress tests, dynamic component diagnostic runs, and environmental profiling. This methodology reduces hardware faults and helps ensure platforms arrive ready for immediate cluster deployment.
Multi-GPU configurations built to handle large machine learning models, optimized with PCIe switches and dedicated power routing.
1U and 2U options designed for massive horizontal scaling, matching hyperscaler performance goals.
Flexible server nodes offering reliable compute for virtualization layers and shared storage frameworks.
Shorter chassis lengths for tight enclosures, providing reliable hardware performance close to localized data streams.
Our engineering teams use advanced thermal airflow simulation tools to identify potential hot spots before fabricating prototypes. Structural components are reinforced to handle heavy accelerator models, and systems undergo extended physical stress testing on vibration platforms and burn-in chambers under simulated production workloads.
Yes. TensorNova provides hardware customization options including custom power distribution units (PDUs), customized PCIe switch placements, thermal optimization setups (air cooling configurations or liquid cooling blocks), bios-level tuning, and structural modifications for non-standard rack mount rails.
Our manufacturing processes follow ISO9001 quality management guidelines. A team of over 45 quality control specialists supervises incoming component testing, inspection of active assemblies, thermal testing, automated stress testing, and outbound performance validation.
We maintain long-term relationships with a network of over 1,200 suppliers. This component network helps ensure consistent pricing and supply pathways for key logic components, memory modules, and processing units, minimizing project delays for our international clients.
