AI Computing Center Solutions

Professional planning, design, and construction of enterprise-level AI computing centers, providing full-stack support and optimization services from hardware to software

AI Computing Center

Computing Center Overview

High-performance computing infrastructure specifically engineered for large-scale AI training and inference, ensuring exceptional performance and reliability

High-Density Computing Clusters
High-density computing clusters based on NVIDIA A100/H100/H200 GPUs, providing robust PFlops-level computing power
High-Speed Interconnect Network
Ultra-low latency, high-bandwidth network architecture based on InfiniBand or RoCE, optimizing distributed training efficiency
Efficient Cooling System
Advanced liquid cooling, air cooling, or hybrid cooling solutions, significantly optimizing PUE and effectively reducing operational costs
Stable Power Supply
High-reliability N+1 or 2N power system design, including UPS and backup generators, ensuring continuous and stable operation of the computing center
AI Software Platform
Integrated mainstream deep learning frameworks, distributed training tools, and intelligent resource scheduling systems to maximize resource utilization
Monitoring & Management
Comprehensive intelligent monitoring and management system for real-time insights into hardware status, resource utilization, and task progress

Technical Architecture

Professional multi-tier AI computing center architecture design, ensuring system scalability, reliability, and high performance

Hardware Architecture

Our AI computing center adopts a modular design that can be flexibly expanded according to business requirements, supporting scales from dozens to thousands of GPUs.

Compute Node Configuration

  • GPU Servers: Configurable with 8 NVIDIA H100/A100/H200 GPUs, dual Intel Xeon CPUs, up to 2TB+ memory
  • Storage Nodes: High-performance NVMe all-flash storage arrays, providing PB-level high-speed storage capacity
  • Management Nodes: High-availability management node cluster, responsible for cluster management, monitoring, and job scheduling

Scalability

Support for smooth horizontal and vertical scaling, allowing seamless addition of compute nodes or upgrades to existing node configurations based on business growth.

Hardware Architecture Diagram

Solution Models

We provide AI computing center solutions of various scales and configurations to flexibly meet enterprise needs at different stages

Entry Level (Starter)
Ideal for SMEs, startups, or R&D departments to quickly launch AI projects
  • 8-32 GPUs (NVIDIA A100/H100)
  • 100/200Gbps InfiniBand/RoCE Network
  • Advanced Air Cooling + Cold Aisle Containment
  • 100TB-1PB High-Performance Storage
  • Standardized AI Software Platform & Management Tools
Standard Level (Professional)
Suitable for medium to large enterprises or dedicated AI teams, supporting complex model training and large-scale deployment
  • 64-256 GPUs (NVIDIA A100/H100/H200)
  • 200/400Gbps InfiniBand Network, Fat Tree Topology
  • Direct Liquid Cooling (DLC) or Hybrid Cooling System
  • 1-10PB High-Performance Parallel File System Storage
  • Complete AI Software Stack, MLOps Toolchain, and Intelligent Management Platform
Enterprise Level (Enterprise)
Designed for large enterprises, supercomputing centers, or professional AI research institutions, supporting ultra-large-scale models and cutting-edge research
  • 512 to thousands of GPUs (NVIDIA H100/H200)
  • 400Gbps+ InfiniBand/RoCE Network, Multi-level Non-blocking Fat Tree
  • Immersion Cooling or Customized Hybrid Cooling System
  • 10PB+ Large-scale Distributed Storage System
  • Customized AI Platform, Specialized Toolchain, and Expert Optimization Services

Implementation Process

We provide professional and efficient end-to-end AI computing center planning, design, construction, and operation services

1

Requirement Analysis & Consultation

In-depth understanding of enterprise AI strategy, business scenarios, and performance goals; collaboratively determining computing scale, technical route, and budget.

2

Solution Planning & Design

Customized design of hardware architecture, network topology, cooling system, power system, and software platform, forming a detailed and actionable complete solution.

3

Infrastructure Construction

Professional project management, including computer room renovation, power system installation, cooling system setup, and comprehensive network cabling.

4

System Deployment & Optimization

Hardware installation and racking, software platform deployment and configuration, system integration and joint debugging, along with targeted performance optimization and stress testing.

5

Operations & Technical Support

Providing continuous system operation and maintenance, monitoring and alerts, performance optimization, troubleshooting, technical training, and version upgrade services throughout the lifecycle.

Success Stories

We have successfully built and optimized AI computing centers for leading enterprises and research institutions across various industries

AIGC in Gaming Industry
Private AIGC Platform for a Top Gaming Company

Empowered game prototype design, concept art, character modeling, and intelligent generation of props/apparel through a customized AI computing cluster and AIGC software stack. Achieved an average efficiency improvement of over 50%, significantly accelerating content innovation and iteration cycles.

Intelligent Design in E-commerce
AI Product Content Generation System for a Major E-commerce Platform

Deployed a high-performance AI computing center to support e-commerce design products, including batch processing and beautification of product images, intelligent editing of marketing short videos, and automatic generation of product detail pages, improving product listing and content creation efficiency by over 50%.

Smart Government AI Assistant
Knowledge Base & Multimodal AI Agent System for a Municipal Government Department

Built a large-scale government knowledge base on a locally deployed AI computing center. Combined with RAG and multimodal AI Agent technology, it's applied to government services, policy consultation, and intelligent Q&A scenarios, improving overall service efficiency and citizen satisfaction by over 70%.

Start Building Your Dedicated AI Computing Center Now

Contact our expert team for customized AI computing center planning, design solutions, and project quotations.