AI Inference Infrastructure
Product Matrix
For inference workloads of different sizes, Ice Field Technology provides servers, rack-level clusters, private AI devices, energy-efficient local inference terminals, and infrastructure management software, helping customers move from hardware procurement to operational AI systems.
AI Inference Server
A core computing unit for enterprise inference workloads. Configurations can be customized by model type, concurrency scale, VRAM requirements, power budget, and deployment environment, covering GPU, CPU, memory, storage, and networking.
Rack-Level Inference Cluster Solution
A rack-level delivery format for medium and large customers. It packages servers, networks, storage, power distribution, cooling, and system environments into deployable inference infrastructure units, supporting expansion from one rack to multiple racks.
Private AI Small Cluster
For SMB and department-level AI deployment needs, we provide small private inference clusters starting from 8 or 16 servers, supporting local model operation, knowledge base access, Agent workflows, and access control.
Energy-Efficient Local Inference Terminal
A small device format for model validation, lightweight inference, local development, and demo showcases. Energy-efficient hardware design and preconfigured inference environments reduce the barrier to local AI testing and deployment.
Infrastructure Management and Monitoring Software
Management software for inference servers and cluster operating status. It supports device monitoring, resource status views, power observation, fault records, and basic operations management, improving long-term visibility.
High-Speed Networking and Storage Expansion Modules
For multi-server inference clusters and high-concurrency workloads, we provide high-speed networking, shared storage, data channels, and cluster interconnect modules to help servers scale from single-machine compute into stable cooperative inference systems.
Delivery Formats from Single Devices to Full Racks
Ice Field Technology's products are not single hardware models. They are a composable product matrix built around real inference scenarios. Customers can start with a single inference server or choose a small private cluster or rack-level inference infrastructure solution.
| Product | Delivery Format | Suitable Customers | Core Capabilities |
|---|---|---|---|
| AI Inference Server | Single or Batch Servers | Enterprises Building Their Own Inference Compute | Compute Hosting, Model Inference, Business Workload Operation |
| Rack-Level Inference Cluster Solution | Single-Rack / Multi-Rack Delivery | Medium/Large Inference Nodes and Data Center Customers | Rack-Level Deployment, Network-Storage Coordination, Scaling |
| Private AI Appliance / Small Cluster | Starting from 8 / 16 Servers | SMBs and Department-Level AI Application Teams | Local Models, Knowledge Bases, Agent Workflows |
| Energy-Efficient Local Inference Terminal | Single Device | Model Companies, Engineering Testing Teams, AI Product Teams | Energy-Efficient Operation, Local Validation, Fast Demo |
| Infrastructure Management and Monitoring Software | Software Platform | Customers Requiring Long-Term Inference Cluster Operations | Device Monitoring, Power Observation, Fault Records, Operations Management |
More Than Hardware: Deliverable AI Infrastructure Products
Ice Field Technology designs products around delivery outcomes. We provide not only servers and devices, but also configuration selection, system environments, deployment formats, operating status, and ongoing operations, so the products truly support enterprise AI inference applications.