Neuralinko
Neuralinko
High-performance servers and data-storage solutions tailored to drive modern enterprise AI architectures and cloud-native applications.
An authoritative guide to understanding how modern high-bandwidth switches and compute nodes operate in unison to eliminate latency bottlenecks.
As large language models (LLMs) scale and massive datasets drive global workloads, network performance has transitioned from a supporting asset to the absolute lifeline of enterprise infrastructure. Modern data traffic is characterized by East-West flows (server-to-server traffic inside the datacenter) rather than traditional North-South flows. This transition demands high-density, low-latency, and reliable network switches. For AI deployments, high-performance network switches operate as the central nervous system, connecting GPU compute nodes, high-speed storage structures, and the broader cloud grid.
Neuralinko Intelligent Technology Co., Ltd. stands at the forefront of this convergence. Recognizing that computing power is only as fast as the network connecting it, we deliver integrated computing infrastructures and network deployments that eliminate system bottlenecks. Since our establishment in 2018, Neuralinko has bridged the gap between enterprise hardware deployment and optimal network configurations. Our engineering processes are tailored to match critical parameters like buffer sizes, line rates, and congestion control algorithms with custom computing nodes to ensure optimized AI model training and real-time execution.
"In the era of hyper-scale computing, a fraction of a millisecond in network latency can result in millions of dollars of lost compute efficiency. True architectural integration means optimizing both the packet routing protocol and the underlying processing infrastructure simultaneously."
Inside Neuralinko's advanced testing facilities and robust manufacturing ecosystem.
Operates from a modern 386㎡ production and engineering facility, optimizing local processes for rapid assembly, custom firmware installations, and stress-testing under extreme loads.
Our dedicated quality assurance team consists of 42 experienced inspectors implementing incoming material inspections, system burn-in tests, and thermal optimizations before global shipping.
Supported by a professional R&D team of 118 engineers, introducing 126 new products and system configurations annually to match the evolving needs of the AI landscape.
Neuralinko maintains long-term partnerships with over 1,200 supply chain partners, including leading component manufacturers and technology providers. This robust ecosystem enables us to secure stable production capacity, competitive pricing, and fast delivery times. With over 8 years of industry experience and 6 years of export expertise, we deliver scalable, energy-efficient, and enterprise-grade AI infrastructure globally.
Pioneering technologies that will define network speeds, protocols, and interconnectivity over the next decade.
As workloads reach exascale, standard Ethernet architectures face physical limitations in speed, copper line lengths, and latency. The industry is rapidly migrating from 100G/400G deployments to 800G, and paving the way toward 1.6T switching fabrics. Neuralinko's long-term network-oriented integration focuses on three primary fields:
| Feature / Metric | Standard Datacenter Switches | AI-Fabric High-Speed Switches | Next-Gen Silicon Photonics / CPO (Roadmap) |
|---|---|---|---|
| Maximum Port Speed | 10G / 25G / 100G Ethernet | 400G / 800G InfiniBand & Ethernet | 1.6T / 3.2T Optical Interfaces |
| Latency Profile | 1.5 to 5.0 microseconds (μs) | Sub-800 nanoseconds (ns) | Sub-200 nanoseconds (ns) |
| Congestion Protocol | TCP / IP Standard Drop-Recovery | PFC / ECN / RoCE v2 Lossless | Autonomous AI Dynamic Queue Deflection |
| Power Consumption | Standard Rack Level (300W-500W) | Highly Dense (up to 1200W per unit) | Optimized Optical-Switch Hybrid (Energy reduced by 40%) |
From edge computing nodes to large-scale deep learning clusters—we design frameworks that handle petabytes of operational data.
Delivering high-throughput spine-and-leaf network layouts engineered to support millions of concurrent connections, featuring active-active load balancing, automated telemetry, and fast failovers.
Custom setups utilizing InfiniBand or RoCE v2 topologies to support cluster intercommunication. This avoids model synchronization delays during large parameter exchanges.
Rugged and energy-efficient configurations that bridge field inputs with edge nodes, delivering fast, low-latency pre-processing and secure transport to main server clusters.
An analysis of variables procurement managers and CTOs must evaluate when sourcing hardware from China.
Sourcing hardware from overseas requires balancing initial hardware acquisition cost with long-term reliability, firmware customization, and supply chain consistency. Procurement teams face multiple risks: vendor lock-in, long shipping delays, sub-optimal firmware and software compatibility, and inadequate custom support. To address these challenges, modern procurement strategy should prioritize:
Ensuring global products satisfy regulatory standards and performance expectations anywhere in the world.
Operating a global data network requires compliance with diverse regional standards. Neuralinko ensures that all exported systems, computing nodes, and interconnected network products are certified for safe operation and meet or exceed local compliance requirements, including CE, FCC, RoHS, VCCI, and UL certifications. We actively work with local regional partners to handle local requirements, providing:
Every single server and networking product undergoes strict staging processes in our facility, replicating target client network topologies to test actual operating conditions.
We provide remote access, configuration debugging, and firmware updating assistance to our clients, ensuring minimal downtime and fast deployment.
With 6 years of export expertise, we maintain robust logistics channels to ensure prompt, damage-free delivery through complex trade routes and international customs checkpoints.
Answers to critical questions about network fabrics, compute integration, and global sourcing.
High-performance processing engines, expansion units, and rack solutions designed to scale cloud environments and database centers.
