TensorNova
TensorNova
Deploy high-performance, industry-certified bare-metal server infrastructure pre-configured to run enterprise-grade open-source container platforms, software-defined storage, and AI clusters.
The global enterprise information architecture is undergoing a structural paradigm shift. Large organizations are moving away from proprietary, vendor-locked stacks toward resilient, software-defined ecosystems. Open source software (OSS) solutions—spanning container orchestration (Kubernetes), distributed storage systems (Ceph, MinIO), and open-source artificial intelligence models (such as the revolutionary DeepSeek architecture)—require tightly integrated, customized hardware platforms to deliver on their promise of cost savings and scalability.
For organizations operating at scale, sourcing bare-metal computing resources from dedicated integration factories is essential. These hardware integration units serve as the physical backbone, or "factories," where complex, custom open-source stacks are calibrated, tested, and provisioned on specialized servers. Aligning hardware capabilities directly with OSS algorithms reduces deployment friction and ensures high performance.
Understanding the structural integration between high-density computing clusters and enterprise open-source software deployments.
Modern data centers are decoupling hardware purchases from software licenses. Over 80% of global hyper-scale cloud operations run on Linux-based environments optimized for specific CPU/GPU architectures. Sourcing directly from qualified manufacturing plants allows companies to bypass the steep markups of standard commercial enterprise OEMs while retaining complete control over BIOS configurations, secure boot processes, and firmware compliance.
This decoupling is particularly crucial in regions that enforce strict digital sovereignty laws. Deploying custom open-source code on unencumbered, bare-metal hardware allows enterprises to secure sensitive data while achieving maximum infrastructure output.
Enterprise applications like SAP HANA, video archiving systems, and AI inference engines demand customized server environments. As artificial intelligence models transition from proprietary cloud APIs to local deployment (such as open-weights models running in-house), local server design must adjust. It needs to accommodate specific data rates, PCIe bandwidth restrictions, and localized heat generation parameters.
Our role as systems integrators bridges this gap, supplying global partners with hardware configurations optimized for these high-performance open-source workloads.
Operating from China's premier technology manufacturing hub, TensorNova delivers secure, verified computing hardware built to support global open-source deployments.
TensorNova is a professional high-performance AI GPU server manufacturer and infrastructure solution provider based in China. We specialize in AI computing, GPU clusters, and scalable data center hardware solutions for global enterprises. Established in 2016, TensorNova has grown into a trusted partner in the AI hardware industry with a strong focus on innovation, performance, and customized systems integration.
The company operates a modern production facility covering approximately 320㎡, fully equipped for advanced server assembly, system integration, and rigorous stress testing. With 6 years of export experience and over 12 years of industry experience in AI computing and server manufacturing, our engineering team ensures that every platform shipped is ready for production environments.
Our quality assurance protocol is built on ISO9001-based quality management systems. Hardware inspections include automated component stress testing, thermal performance validation, burn-in diagnostics, and AI workload simulations. TensorNova employs 45 quality control personnel dedicated to maintaining structural reliability and system stability.
Serving clients across North America, Europe, Southeast Asia, and the Middle East, our key export markets include the United States, Germany, Singapore, and the United Arab Emirates. Supported by our network of over 1,200 suppliers, we maintain stable production cycles and consistent delivery schedules.
We offer extensive hardware customization options, including GPU configurations, chassis designs, cooling system optimization (air or liquid cooling), motherboard tuning, and workload-specific optimization solutions. Over the past year, we launched 320+ new products to support the evolving requirements of AI research institutes, cloud service providers, and data centers.
How regional operations leverage our hardware platforms to deploy open-source solutions within their local network boundaries.
Industrial facilities in Germany and the UAE utilize our compact, dust-resistant 1U and 2U nodes (like the PowerEdge R670 and R650xs platforms) to run local AI inference. By executing custom computer vision models locally on real-time cameras, factories minimize bandwidth costs and secure sensitive operational data within their facility boundaries.
Municipalities and logistic organizations deploy large-capacity storage servers (such as the 5288 V5 4U 36-Bay system) configured with open-source software-defined storage. This approach provides a reliable, scalable foundation for long-term video retention and high-throughput data retrieval without licensing overhead.
Research teams in Singapore and North America employ our high-density GPU racks (like the G8600 V7 platform) to host distributed training engines. These systems run open-weights LLMs like DeepSeek, providing localized computing power to support internal research initiatives while protecting proprietary intellectual property.
Take a look inside our ISO9001-compliant production environment, assembly bays, and system stress-testing facilities.
Our ongoing efforts to optimize hardware architectures to match the demands of next-generation open-source software systems.
Integrating high-speed PCIe Gen 6.0 system buses across our custom chassis configurations. This design maximizes communication speeds between next-generation GPU processors and NVMe drives, helping resolve processing bottlenecks in open-source AI training pipelines.
Developing closed-loop liquid cooling modules to help data centers reduce their power usage effectiveness (PUE). These customized liquid-to-air cooling options allow high-density compute systems to maintain consistent performance without the noise and energy consumption of high-velocity fans.
Pre-loading servers with customized system management utilities designed for fast OS deployment. This utility simplifies hardware allocation, BIOS adjustments, and remote monitoring for platforms like Kubernetes, helping teams spin up local clusters quickly.
Enterprise server deployments must satisfy rigorous regional certifications before integration into active workloads. Every bare-metal server assembly and storage chassis exported by TensorNova is built using verified processes and quality controls that align with international benchmarks like CE, FCC, RoHS, and UL safety standards.
Our ISO9001:2015 certified assembly processes guarantee that component configurations and electrical integrations remain consistent across every batch. Our documentation provides clear traceability for enterprise compliance reviews, supporting security audits for financial institutions and public utility providers.
We provide global clients with specialized remote support, assisting in-house IT departments with BIOS updates, IPMI setup, and network driver customization.
Our engineers work directly with your operational teams to configure hardware features, set up redundant RAID groups, and optimize PCIe slot assignments to match your specific workloads.
Answers to common hardware integration and system configuration questions from our international customers.
Sourcing directly from an integration factory like TensorNova allows enterprises to optimize the system's physical component configuration (motherboards, PCI-E lanes, cooling capacity, and power supplies) to match specific software workloads. This helps organizations avoid the licensing lock-ins and vendor markups of pre-packaged enterprise servers, while maintaining control over system firmware, secure boot setups, and component selections.
Every server configuration undergoes a comprehensive testing protocol before shipment. Our system engineers perform hardware stress tests, thermal and vibration simulations, and burn-in testing to verify stability. We also simulate production workloads to verify that memory, storage, and processors meet performance targets before the units are dispatched.
Yes. We provide complete customization services for BIOS and UEFI configurations. This includes disabling unused peripheral controllers, setting boot orders, locking firmware write permissions, and enabling features like SR-IOV or IOMMU. These pre-configurations help ensure that servers integrate smoothly into automated deployment workflows upon arrival.
Our storage platforms, such as the 36-Bay 4U storage server, support broad flexibility. Customers can choose from SAS/SATA backplanes, NVMe hybrid configurations, varying capacities of boot drives, and high-performance network interfaces (10G, 25G, or 100G SFP+/QSFP28 options). This adaptability ensures compatible connectivity with distributed storage platforms like Ceph or MinIO.
Select from our range of high-capacity storage hosts, system memory additions, and multi-socket computing nodes for enterprise deployments.
