Taiwan's Full-Stack Sovereign AI Platform
Powering AI Industry Growth

Bare-metal GPU infrastructure purpose-built for AI at scale. No virtualization tax. No egress fees. No lock-in. Deploy dedicated high-density clusters across 200+ locations in 48 hours — 400,000+ GPUs ready for training and inference workloads.

TW Compute - Sovereign AI Computing Platform
Core Advantages

Infrastructure Built for AI at Scale

A global bare-metal GPU network designed for large-scale training and inference. Full control over location, GPU generation, interconnect, and topology.

Global Locations

Deploy AI workloads where your data and users actually live. 200+ locations across 93 countries to minimize latency and data gravity.

Zero Virtualization Overhead

True bare-metal performance with no hypervisor tax and no noisy neighbor risk. Every GPU cycle goes to your models.

AI Workload Optimization

Match infrastructure to workload: H100/H200 for training, Blackwell for next-gen inference, or dense consumer GPUs for cost-efficient serving.

Enterprise Support & SLA

SLA-backed availability with 24/7 SRE support. We run the metal so your ML platform team can focus on models and velocity.

Pain Points

The Real Cost of Scaling AI

Hyperscaler GPU quotas, unpredictable egress bills, and virtualization overhead are silently killing AI project velocity and margins. Leading AI teams are moving to dedicated bare-metal capacity to regain control.

GPU Availability Crisis

Hyperscalers routinely quote 8–16 week lead times for H100/H200 capacity — or reject requests outright.

TW Compute provisions dedicated bare-metal clusters in as little as 48 hours.

Infrastructure Lock-in

You are forced into their regions, GPU SKUs, and networking stack — with massive egress penalties if you try to leave.

True choice of GPU generation, interconnect, and location with no egress tax.

Virtualization Overhead

Hypervisors typically cost 10–20% in raw performance — and introduce noisy neighbor risk at cluster scale.

100% bare-metal GPUs with direct hardware access and full NVLink/InfiniBand performance.

Data Gravity & Egress Tax

Training data, checkpoints, and inference results generate massive egress fees when locked inside a single cloud region.

Deploy compute directly in the regions where your data and users already live.
Security

Enterprise-Grade Secure Workloads

Multi-layer protection from physical data centers to network transmission, safeguarding your AI models and sensitive data.

Physical Security

Tier 3/4 data centers, verified at every location.

Network Security

Enterprise-grade network isolation and encryption tailored to your requirements.

Security Operations

24/7 monitoring, rapid incident response, and crisis management.

Access Control

Strict role-based permissions and key-based access controls to protect your data and models.

Getting Started

Get Your Clusters Running

From architecture to first training run in three steps.

01

Define Architecture

Choose GPU type, region, network, internet, and topology.

02

Secure Configuration

Confirm your reserved capacity. We will provide full deployment details and connection info.

03

Deploy & Train

Direct SSH access. Push datasets. Start training or inference runs.

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