Korvion
Korvion
Explore our leading-edge rack configurations optimized for DeepSeek, enterprise cloud workloads, and high-performance computing.
Founded in 2017, Korvion Technology Co., Ltd. is a professional manufacturer and solution provider specializing in AI GPU servers, high-performance computing (HPC) systems, GPU clusters, and data center infrastructure solutions. Headquartered in Shenzhen, China, the company operates a modern production facility covering 385 square meters and serves customers worldwide with reliable, scalable, and customized computing platforms.
With over 9 years of export experience and 15 years of industry expertise, Korvion has established a strong reputation for delivering advanced computing solutions tailored to the rapidly growing artificial intelligence, machine learning, cloud computing, and enterprise data center sectors.
Our annual export revenue exceeds USD 18 million, supported by a robust global supply network of more than 1,250 supply chain partners. We work closely with leading component suppliers to ensure stable product quality, competitive pricing, and timely delivery.
Understanding the transition from traditional enterprise processing to mass-scale parallel GPU orchestration.
The global demand for computational power has shifted exponentially. Modern enterprise IT environments are no longer centered solely around general-purpose CPU compute units. Instead, they are defined by massive, highly parallelized tensor execution environments. The explosion of Large Language Models (LLMs) like DeepSeek-R1 (671B parameters), Llama-3, and proprietary transformer architectures has forced cloud providers and enterprise organizations to rebuild their physical topologies.
China has positioned itself as the central nexus for AI GPU server engineering, component assembly, and thermal solution integration. With localized ecosystems around Shenzhen and the Greater Bay Area, manufacturers like Korvion tap into dynamic supply chains that deliver PCIe Gen5 systems, high-speed networking adapters, high-efficiency power supplies, and state-of-the-art thermal components faster than any other region globally.
Modern workloads demand up to 8 dual-slot GPU configurations in unified 8U form factors, such as the FusionServer G8600 V7. Managing this requires rigid PCB designs, high-speed signal integrity lanes, and multi-layered bus systems.
Leveraging Chinese manufacturing infrastructure allows global companies to procure deep learning server clusters at a fraction of Western assembly costs while maintaining high-grade enterprise validation standards.
Enabling custom integration of specific accelerators, SmartNICs, NVMe storage arrays (like the EP600 Series), and cooling loops that adapt directly to the deployment landscape.
Strategic planning for AI clusters requires a long-term view of hardware evolution. Here is how technology is shifting.
| Technology Layer | Current Standards (2025) | Next-Gen Integration (2026-2027) | Future Paradigm (2028+) |
|---|---|---|---|
| PCIe Bus Speed | PCIe Gen 5 (32 GT/s bandwidth per lane) | PCIe Gen 6 (64 GT/s with PAM4 signaling) | PCIe Gen 7 (128 GT/s for ultra-fast interconnects) |
| System Memory | DDR5 RAM, ECC Register DIMM | DDR5 High-Frequency (up to 8400 MT/s) & CXL 2.0 | CXL 3.0 Unified Pooling & HBM-integrated architectures |
| Cooling Technology | High-flow air cooling & Closed-loop waterblocks | Direct-to-Chip (D2C) liquid cooling standard | Full immersion two-phase dielectric cooling |
| Storage Interfaces | NVMe PCIe Gen4/Gen5 SSD (EP600 Series) | EDSFF (E1.S / E3.S) enterprise storage configurations | PCIe Gen6 NVMe SSD pools with direct GPU access (GPUDirect) |
As thermal design power (TDP) per accelerator exceeds 700W, traditional air cooling is hitting physical limits. Korvion's R&D is focused on hybrid liquid-to-air cooling options and rack-level manifolds that enable high-density compute without overheating.
Deploying massive mixture-of-experts (MoE) architectures requires ultra-fast inter-GPU communications. Our systems leverage high-throughput NVLink configurations and dual 400G network cards to prevent communication bottlenecks during distributed inference.
Power usage effectiveness (PUE) is the ultimate metric for modern installations. Our next-gen chassis designs utilize Titanium-grade 2000W redundant PSUs and intelligent fan RPM profiles to slash idle power consumption.
From edge computing to centralized public clouds, AI infrastructure must match the physical constraints of its location.
Deploying deep learning in industrial automation requires short-depth, ruggedized rack chassis. Systems like the 1288H V6 provide a compact 1U form factor with GPU acceleration suited for assembly-line computer vision and local sensory processing.
Financial and healthcare systems require local data hosting due to strict security guidelines. Our xFusion-based GPU server layouts allow local model fine-tuning (e.g., DeepSeek R1 671B parameters) inside private networks without exposing sensitive user queries.
Universities need highly versatile platforms that can run physics simulations, bio-informatics sequencing, and raw deep learning simultaneously. High-capacity GPU arrays with direct storage attachments support diverse software environments.
Cloud service providers rely on multi-socket systems to partition resources among virtual machine tenants. Our solutions support high vCPU densities, PCIe virtualization (SR-IOV), and massive DDR5 memory banks to maximize yield per rack slot.
A look into Korvion’s factory protocols that guarantee long-term system stability in demanding environments.
At Korvion, quality is not a post-production check; it is integrated directly into the engineering loop. Operating under a strict ISO 9001 quality framework, our 56 QC specialists manage system testing from the component level up to the final racked stress trials.
Our quality checks include:
Every datacenter has specific power, cabling, and compute targets. We configure systems built for your exact footprint.
We adapt rackmount ears, bezel plates, screen prints, and color schemes to match your brand requirements. Ideal for system integrators looking to supply white-labeled systems directly to regional enterprise accounts.
Our engineering division designs customized motherboard risers and PCIe trace layouts. This configuration allows you to balance bandwidth between high-speed networking adapters and NVMe SSD pools.
We configure direct-to-chip water blocks for custom power layouts. We source, build, and test custom manifolds, quick-disconnect valves, and external pump loops to match the design of your liquid-to-air heat exchangers.
Deep dive answers to common engineering, procurement, and deployment questions regarding AI servers.
The V6 generation (such as 1288H V6 or 2288H V6) primarily supports 3rd Gen Intel Xeon Scalable Processors (Ice Lake) and PCIe Gen 4 lanes. The V7 generation (such as G8600 V7 or 5885H V7) upgrades to 4th/5th Gen Intel Xeon Scalable Processors (Sapphire Rapids/Emerald Rapids), DDR5 memory, PCIe Gen 5 interconnects, and higher power capacity (often requiring dual 2000W or higher redundant PSUs) to handle increased GPU wattage.
At speeds of 32 GT/s, signal degradation can happen over short distances on standard PCBs. Korvion uses ultra-low-loss PCB materials (Megtron 6/7 equivalent), optimizes trace geometry, and integrates high-performance redrivers or retimers to clean and boost signals across long routes between CPU, switch chips, and GPU riser cards.
Yes, our systems, like the xFusion G5500 V7 and G8600 V7, are configured to meet the high bandwidth demands of DeepSeek R1. The model's Mixture-of-Experts (MoE) routing requires significant memory bandwidth and low-latency node connections. We configure these servers with dual-port 200G/400G network interfaces (InfiniBand or RoCE v2) and high-density DDR5 RAM to optimize token generation speeds.
For 8U servers running 8 high-performance GPUs (TDP > 350W each), we offer dual-path air cooling solutions with high-velocity counter-rotating fan walls. We also provide direct-to-chip (D2C) water cooling blocks that connect to standard rack manifolds, transferring up to 80% of heat directly to water loops to lower cooling overhead.
With over 9 years of export experience, we ensure all customs documentation, dual-use declaration papers, and regional compliance certifications (CE, FCC, RoHS) are in order before shipment. We structure shipment pathways to navigate complex international trade regulations safely.
The EP600 series enterprise SSDs use PCIe Gen4/Gen5 lanes to deliver read-write speeds up to 7000 MB/s. During AI training, this throughput ensures that the GPU memory does not experience bottlenecks while loading data batches from local storage, maintaining high hardware utilization rates.
Yes. Through our ODM services, we customize motherboard BIOS settings and configure the physical mounting brackets inside the chassis to support mixed GPU cards. This allows you to combine high-performance training accelerators with lower-power inference GPUs in the same server frame.
We provide comprehensive remote support, including hardware diagnostic assistance, firmware optimization, and spare part replacement packages. For bulk orders or complex clusters, we can coordinate with regional system integrators to assist with on-site deployment and setup.
Browse our selection of enterprise SSD arrays, multi-socket host nodes, and server parts that complete your computing ecosystem.
