Klyvora Klyvora

AI GPU Server Manufacturer & Factories

Next-Generation High-Performance Computing Systems and Scalable Enterprise AI Hardware Solutions

Enterprise AI Infrastructure Manufacturer

Klyvora Node Technologies Ltd. (est. 2016) delivers enterprise-grade deep learning hardware, high-density GPU computing servers, and tailored AI clusters globally.

11+ Yrs Industry Expertise

Advanced computing hardware & server integration

180+ R&D Engineers

Innovating GPU hardware layout and cooling systems

860+ Global Partners

Cooperating for reliable component procurement

$22M Max Export Revenue

Serving major global regions and data centers

The Architecture of Modern GPU Compute Nodes

As artificial intelligence transitions from dense text generators to deep reasoning systems (such as the DeepSeek-R1 671B architectures), standard CPU-based infrastructure is no longer viable. Today's AI models require highly dense computing frameworks structured with high-bandwidth interconnects (like NVLink, NVSwitch, and PCIe Gen5 interfaces) capable of sustaining petabytes of memory throughput per second.

An enterprise GPU server is a complex thermal and electrical ecosystem. System architecture must manage extreme Thermal Design Power (TDP) thresholds—often exceeding 700W per accelerator chip. Our engineering solutions optimize energy delivery pathways via 3+1 or 2+2 hot-swappable Platinum-grade power distribution units (PDUs), minimizing power conversion losses and preventing localized voltage sags during intensive matrix multiplications.

By designing servers with specialized airflow chambers and high-efficiency heat-pipe assemblies, we ensure that modern multi-GPU arrays (4-way, 8-way, or 16-way configurations) operate continuously under full load without thermal throttling.

AI GPU Server Architecture and Precision Fabrication Lab

China's Hardware Supply Chain Advantage

Strategic localization inside the world's most advanced computing manufacturing corridor enables fast prototyping and stable distribution.

Rapid Component Sourcing

Direct integration within the Shenzhen-Dongguan electronics hub allows us to secure raw PCBs, custom chassis, high-precision copper heat sinks, and specialized silicon components through over 860 direct partner links, reducing development timelines by weeks.

Rigid System Validation

Our dedicated 42-person quality assurance division performs extensive safety and thermal diagnostic sweeps, utilizing modern oscilloscopes and logic analyzers to test trace impedance and bus signals across dual-socket and multi-GPU motherboards.

Custom OEM/ODM Versatility

We provide full structural customization—ranging from 1U/2U/4U rackmount chassis variants to customized BMC (Baseboard Management Controller) configurations with AST2600 controllers, ensuring remote management and telemetry control.

Precision Fabrication and Testing Facility

Operating a specialized high-density validation plant optimized for next-generation system integration and safety assurance.

Our specialized facility of approximately 320㎡ is optimized for high-density hardware integration and validation. Rather than processing low-complexity consumer-grade assembly, this cleanroom environment is dedicated to complex multi-GPU interconnections, BIOS customizations, and high-heat thermal simulation. This allows us to scale output efficiently, generating between $8 million and $22 million in annual export revenues while maintaining low RMA rates for clients across North America, Europe, the Middle East, and Southeast Asia.

Enterprise Compute Node Comparison Specs

Technical profiles across leading AI hardware platforms and custom manufacturing designs.

System Type / Platform Supported Cores / Processors GPU Interface & Slot Layout Maximum Memory Capacity Primary Target Workload
Klyvora Enterprise High-Density 2U Dual AMD EPYC 9004 / Intel Xeon Scalable Gen 4/5 8x PCIe Gen5 x16 Dual-Width Slots Up to 6TB DDR5 4800MHz ECC Deep Learning Training & LLM Fine-Tuning
xFusion G5500 Series V6/V7 Dual Intel Xeon Scalable Processors Flexible UBB/OAM or PCIe Interconnects Up to 4TB System RAM + HBM options Distributed Inference & Smart City Analysis
Dell PowerEdge R7625/R750 AI Dual AMD EPYC or Intel Xeon Processors Multi-slot high bandwidth riser configuration Up to 8TB System RAM Large Language Models, DeepSeek 671B inference
Klyvora Custom Liquid-Cooled 4U Dual Intel/AMD high-core compute nodes Direct Liquid Cold Plate for 8x GPUs Up to 8TB DDR5 ECC Supercomputing (HPC) & High-Density Datacenters
Factory System Assembly and Compliance Validation

Localized Compliance & Global Enterprise Integration

Deploying AI infrastructure internationally involves meeting complex regulatory and localized compliance standards. Each system we produce undergoes strict testing to meet international electromagnetic compatibility (EMC) and product safety certifications, including CE, FCC, RoHS, and UL safety standards. This ensures that when our servers are integrated into data centers in North America, Europe, or the Asia-Pacific region, they comply with local safety regulations and power limits.

Additionally, we understand that enterprise customers require clear documentation and transparent tracking for international shipping. We coordinate export paperwork, HS classification coding (specifically for high-performance computers), and secure shipping options, reducing customs processing delays.

To support international clients, Klyvora provides tailored Service Level Agreements (SLAs) for spare component inventory and remote diagnosis. Our BIOS and BMC layouts support open standard protocols, allowing IT teams to easily monitor system health, thermals, and fan speeds from their central control platforms.

Localized Applications & Deployment Environments

How global enterprises integrate custom GPU servers into their technical ecosystems.

On-Premise LLM Hosting

Hosting models like DeepSeek-R1 / V3 on local hardware to keep proprietary enterprise data secure and within corporate firewalls.

Academic HPC & Research

Powering scientific computing, molecular dynamics simulations, and weather modeling clusters at research institutions with reliable hardware.

Edge Computer Vision

Processing multi-channel high-definition cameras for logistics, industrial robotics, and smart city traffic management systems locally.

Frequently Asked Questions

Direct, technical answers regarding procurement, system capabilities, and factory deployment protocols.

Q1: How do Klyvora GPU servers manage thermal distribution under peak synthetic workloads?
Our chassis designs feature dual-path isolated airflow chambers that separate CPU heat zones from GPU expansion slots. We use high-static pressure fans (up to 23,000 RPM) controlled by dynamic PWM firmware, which adjusts cooling based on onboard thermistors. For very high-density deployments, we also offer custom liquid-cooling blocks designed to prevent thermal throttling on 700W TDP accelerators.
Q2: Can your servers run complex open-weights reasoning systems like the DeepSeek-R1 671B model?
Yes. Running models like DeepSeek-R1 / V3 requires high VRAM capacity and fast inter-card communication. We configure our custom nodes with eight dual-width slots connected via PCIe Gen5 switches or OAM backplanes. This enables high-speed interconnect speeds, allowing teams to partition and run large parameters models across multiple nodes.
Q3: What safety and compliance validations do you perform before shipping internationally?
Every system runs through a strict 72-hour burn-in process at our integration facility. This includes continuous diagnostic loops (such as Linpack and Memtest86) to stress-test memory and core stability. In addition, we verify PCIe signal integrity using high-frequency oscilloscopes to ensure the trace design meets CE, FCC, and RoHS standards for reliable long-term operations.
Q4: How does Klyvora's R&D team handle custom BIOS and BMC requests?
Our team of 180+ engineering professionals offers custom firmware and BMC configuration services. We can pre-configure dedicated IPMI 2.0 settings, secure boot parameters, and customize remote console access (using AST2600 controllers) to match your enterprise network requirements before shipping.
Q5: How does localized manufacturing in Shenzhen benefit international enterprise buyers?
Shenzhen's robust industrial ecosystem allows us to source components, fabricate chassis sheet metal, and test system designs quickly. This proximity to high-quality parts helps us lower production costs, shorten development times, and offer competitive pricing on enterprise-grade hardware.
Q6: What is the typical lead time for custom OEM server designs?
Standard rackmount server orders are typically ready to ship within 2 to 3 weeks. For complex, customized OEM requests (involving custom layouts or non-standard cooling configurations), our design, validation, and production cycle takes between 6 and 8 weeks.
All AI GPU Server Products