Edge Computing Matrix

AI Edge Computing Station

Private AI Computing from ¥20,000

A "sweet spot" edge computing solution designed for 30–50 person teams — data stays local, costs stay manageable

Our Methodology

Solutions

Right-Sizing for Every Scale

Don't overspend — buy exactly what you need

We assess your actual needs and recommend the most cost-effective, practical solution:

Enterprise Cluster：Needs to handle massive concurrent requests

Departmental (Best Value)：Data stays local, cost is 1/10 of a full cluster

Personal Office：Lightweight assistant with privacy protection

Market Insight

Stop Paying for Compute You Don't Use

90% of companies are paying for excess compute

Many departments cannot afford costly cloud services, yet are unwilling to upload sensitive data to public clouds.

Our solution: the most cost-effective on-premise deployment, purpose-built for 30–50 person teams.

Core Products

Precision hardware selection, maximum compute density, exceptional performance

Hardware Specs

24GB VRAM Edge Computing Station

Runs all mainstream AI models smoothly

Precision hardware selection — not a penny wasted.

Core Specs：24GB VRAM — runs mainstream LLMs including Llama 3 70B, Qwen 72B, and more

Compute Core：Professional-grade compute card, guaranteed 24/7 stable operation

Reliability：Enterprise-grade thermal design, handles sustained high-load workloads

High-Density Design

Dual-Chip Single Slot, Double Compute Density

Same space, twice the power

No server room renovation. No custom motherboard required.

Advanced architecture: two chips in a single PCIe slot

Same rack space, 100% more compute power

Standard chassis compatible — plug in and go

Hybrid Architecture

CPU+GPU Collaborative Computing

Zero compute resource wasted

Fully utilize every chip to reduce costs and boost efficiency.

CPUHandles document parsing and data preprocessing

GPURuns AI model inference

Faster responses, lower energy costs

Software & Delivery

Open ecosystem, seamless integration, and multi-purpose full-stack service capability

Software Stack

Open Ecosystem, Zero Vendor Lock-in

No code changes, seamless migration

We never depend on closed proprietary stacks.

Full open-source compatibility: seamlessly integrates with vLLM, Llama.cpp, Ollama, and other leading inference frameworks

Delivery: pre-configured Docker images — ready out of the box, zero environment setup hassle

Cross-platform support: compatible with mainstream deep learning frameworks (PyTorch, TensorFlow, ONNX)

Use Cases

One Machine, Limitless Capability

AI powerhouse and productivity tool in one

It never just sits idle.

Daytime

AI inference and fine-tuning

Nighttime

Intensive graphics rendering or virtual desktop (VDI)

Thanks to broad hardware compatibility, this station has passed 50+ professional software certifications

Cost & Action

Transparent pricing, comprehensive service commitments, a partner you can trust

Cost Analysis

Private AI Starting from ¥20,000

Bringing enterprise AI within departmental budget reach

Say goodbye to million-dollar compute anxiety.

Starter (Dual-Card Pool)~¥20,000

Ideal for small team knowledge base Q&A

Enterprise (16-Card Pool)~¥200,000

Build a high-concurrency inference hub

Service Commitment

Why Choose Us?

Hardware experts who understand your business

We don't manufacture chips — we're compute actuaries.

End-to-end one-stop service: from model selection and quantization to hardware deployment

24/7 technical support with on-site response within 3 business days

Free hardware health monitoring and remote operations service

Begin Your Private AI Deployment Journey

From requirements analysis to hardware deployment, from model adaptation to ongoing operations — we provide end-to-end professional support

On-site technical assessment | Response within 3 business days | Customized deployment plans available