What Visionbay.ai does

Visionbay.ai (亞灣超算) is a Taiwan-headquartered AI-native supercomputing platform and GPU cloud provider operating as a wholly-owned subsidiary of Hon Hai Technology Group (Foxconn). Founded in 2025 and officially launched at HHTD25 in November 2025, Visionbay operates Taiwan's largest GPU cluster and is the territory's first NVIDIA Cloud Partner (NCP), deploying NVIDIA Blackwell (GB200 NVL72, GB300 NVL72) and forthcoming Vera Rubin infrastructure. The company is building a 100MW AI data center in Taiwan as a future core node for its AI Factory ecosystem.

The platform offers GPU compute, AI Platform-as-a-Service, and AI-as-a-Service through a unified stack comprising AI-native scheduling with bare metal control, AI Ops, Mission Control monitoring, Agent Development tooling, workload templates, and Network Automation via Netris NAAM. Pricing is usage-based, from $4/hour for NVIDIA H100 up to $10.5/hour for GB300 NVL72, with up to 40% discounts available on long-term rentals. Managed Kubernetes and Soperator (Slurm on Kubernetes) services are provided free of charge. An AI App Store marketplace distributes enterprise AI applications and agents, with the IBM partnership integrating Red Hat OpenShift and watsonx. Named customers include TSMC for semiconductor R&D workloads, alongside Foxconn's three strategic platforms (smart manufacturing, smart EV, smart city) as internal anchors.

Go-to-market is hybrid: direct enterprise field sales for large GPU cluster deployments targeting government, financial services, telecom, healthcare, advanced manufacturing, AI/robotics, and software technology segments; partnered reselling through IBM's channel in 175+ countries; event-driven demand generation at GTC, COMPUTEX, VIVATECH, and TECH WEEK SG; and a self-service AI App Store for mid-market buyers. Geographic focus is Asia-Pacific, with sovereignty, data residency, and regulatory compliance (Uptime Tier III, L5 validation) positioned as core differentiators for government and regulated industry buyers.

Name

Visionbay.ai

Legal name

Visionbay.ai Co., Ltd.

Website

https://visionbay.ai

Company type

Private

Founded year

2025

Operating status

Operating

Short description

Visionbay.ai is Foxconn's AI-native supercomputing subsidiary operating Taiwan's largest GPU cluster as the territory's first NVIDIA Cloud Partner, offering GPUaaS, AI PaaS, and AIaaS to enterprise, government, and regulated-vertical customers across Asia-Pacific.

Ownership category

akta.pro rank

Product category

Cloud AI Infrastructure

NAICS

Computing Infrastructure Providers, Data Processing, Web Hosting, and Related Services (518210), Computer Systems Design and Related Services (54151), Custom Computer Programming Services (541511)

SIC

Services-Computer Integrated Systems Design (7373), Services-Computer Programming, Data Processing, Etc. (7370), Services-Prepackaged Software (7372)

akta.pro primary industry

AI Compute Cloud & GPU-as-a-Service (HDAAAAAK)

akta.pro secondary industries

AI Server Systems & HGX/Accelerator Platforms (HDAAAAAB), GPU-Accelerated & AI Training/Inference Servers (HDACABAG), End-to-End Enterprise AI Platforms (MLOps & Model Lifecycle Management) (HDAEANAA), AI Integration & Orchestration Platforms (Connectors, Workflow, iPaaS for AI) (HDAEANAI), AI Compute Virtualization & Scheduling (GPU virtualization, cluster schedulers) (HDAAAAAG), Model Serving, Inference & Deployment Platforms (APIs, Edge/On-Prem) (HDAEANAC)

Keywords

• GPU cloud services
• AI supercomputing infrastructure
• Sovereign AI platforms
• AI factory solutions
• Enterprise GPU rental

Headquarters

HQ city

Taipei

HQ country

Taiwan

HQ region

Asia

Offices1 record

Markets served

GTM type

B2B

Offering type

Software

Cost components

Infrastructure, Technology or R&D, Personnel, Operations, Marketing or Sales

Revenue model

1. GPU-as-a-Service (GPUaaS): Hourly rental of NVIDIA GPU compute resources (H100, B300 HGX, GB200 NVL72, GB300 NVL72) with flexible pay-as-you-go pricing and discounted long-term rental options. Revenue is generated through compute consumption with tiered pricing based on GPU type and contract duration.
2. AI Platform-as-a-Service (AI PaaS): Platform services for model development, fine-tuning, deployment, and governance using IBM Red Hat OpenShift and watsonx AI solutions. Supports full AI application lifecycle management.
3. AI-as-a-Service (AIaaS): Industry-specific AI solutions including intelligent customer service, risk management, operational automation, and productivity transformation delivered through the AI App Store platform.
4. AI App Store Marketplace: Enterprise marketplace providing ready-to-use AI agents and customized AI applications. Revenue generated through platform access and application licensing fees.
5. Managed Services: Managed Kubernetes and Soperator services offered free, supporting the core GPUaaS revenue stream by reducing friction for customer adoption.

Pricing tiers

Go-to-market motion3 records

Distribution channels4 records

Marketing channels5 records

Core offering

Visionbay.ai operates an AI-native supercomputing platform and GPU cloud service that delivers GPU-as-a-Service (GPUaaS), AI Platform-as-a-Service (AI PaaS), and AI-as-a-Service (AIaaS) on NVIDIA GB200 NVL72, GB300 NVL72, and H100 infrastructure. The platform combines AI-native scheduling with bare metal control, an AI App Store for enterprise AI applications, and managed Kubernetes/Slurm services to support full AI lifecycle workloads for government, financial, manufacturing, telecom, and healthcare customers across Asia-Pacific.

Product overview

Visionbay.ai is an AI-native supercomputing platform and GPU cloud service provider under Foxconn, operating as a sovereign AI infrastructure platform for Asia-Pacific. The portfolio centers on GPUaaS (GPU as a Service) delivering NVIDIA GB200 NVL72 and GB300 NVL72 rack-scale compute, supplemented by an AI App Store marketplace offering LLM, image generation, and fine-tuning services. Additional offerings include managed Kubernetes/Slurm orchestration, AI PaaS powered by IBM watsonx for full AI lifecycle management, and AIaaS for industry-specific solutions. The platform's operational backbone includes Mission Control (real-time monitoring), Agent Development tools (NVIDIA NemoClaw/OpenClaw support), AI Ops optimization, Infrastructure Control with bare metal scheduling, and Data/Storage management—collectively forming an integrated AI Factory ecosystem delivering GPU compute, platform services, and enterprise AI applications.

Differentiator

Problem solved

Functional benefit

Brands

• AI Factory: End-to-end AI infrastructure solutions integrating GPU computing, data preparation, and AI workflows.
• AI App Store
• GPU Cloud

Products and services

• GPU Compute High-performance GPU cloud computing service featuring NVIDIA GB200 NVL72 and GB300 NVL72 rack-scale solutions with up to 72 GPUs per rack for enterprise AI training and inference with 99.99% uptime and financial-grade security.
• AI App Store Enterprise AI marketplace offering ready-to-use AI agents and customized AI applications including LLMs, image generation, model fine-tuning, and frame inference, accessible through IBM Red Hat OpenShift integration.
• GPUaaS (GPU as a Service) Elastic GPU rental service providing on-demand access to NVIDIA accelerators with long-term rental discounts up to 40%.
• AI PaaS (AI Platform as a Service) Integrated AI platform service supporting full AI lifecycle including model development, fine-tuning, deployment, and governance, powered by IBM watsonx and Red Hat OpenShift.
• AIaaS (AI as a Service) Industry-specific AI solutions including intelligent customer service, risk management, operations automation, and productivity transformation delivered through the AI App Store.
• Managed Kubernetes Service Free managed Kubernetes service enabling containerized AI workload deployment and orchestration on Visionbay's GPU infrastructure.
• Managed Soperator (Slurm on Kubernetes) Free workload management service combining Slurm job scheduling with Kubernetes container orchestration for HPC and AI batch processing workloads.
• AI Factory Supercomputing Center Operations Integrated AI Factory operational platform combining GPUaaS, AI PaaS, AIaaS, AI Ops, Mission Control, and AI App Store for full AI lifecycle management on NVIDIA Blackwell infrastructure.

Quantifiable outcome

• 50x improvement in overall AI Factory performance (Blackwell vs. Hopper architecture)
• +6 more outcomes

Named customers1 record

Segments9 records

Ideal customer profiles7 records

Technology focussed Yes

API detail

Has API

No

API docs

API detail

Core technology

AI maturity

App detail

AI capability12 records

Feature8 records

Partnerships

Six partnerships are on record, tiered flagship, core and strategic.

• IBMflagshipStrategic or Co-development Partner · 21 July 2026IBM and Visionbay announced partnership at IBM Think conference in Singapore to provide trusted, scalable, full-stack AI platform for Asia-Pacific enterprise market. The collaboration combines Visionbay's AI compute resources and cloud operations with IBM's Red Hat OpenShift hybrid cloud platform and watsonx AI solutions. IBM's watsonx platform supports AI application development and governance capabilities. The partnership enables an integrated AI platform for full AI lifecycle including model development, fine-tuning, deployment, and AI services through Visionbay's AI App Store. The 'Build-Operate-Localize' model helps governments and regulated industries build secure, reliable platforms for AI adoption with data residency, operational autonomy, and governance compliance.
• NetriscoreTechnology or Integration · 2 June 2026Visionbay selected Netris NAAM (Network Automation, Abstraction and Multi-Tenancy) platform as network automation infrastructure for Taiwan's largest GPU cluster and AI supercomputing center. Netris provides automated management of all network layers including North-South Ethernet, East-West Ethernet/InfiniBand, NVL72, Edge network, DPU, and SuperNIC. The platform enables hardware-level tenant isolation for sovereign AI requirements, dynamic GPU resource adjustment, and full multi-tenant isolation. Netris has completed 25+ production deployments in the past 12 months across Neocloud, AI Factory, and Sovereign AI Cloud scenarios.
• NVIDIA (DGX Cloud / NemoClaw / Brev)coreTechnology or Integration · 2 June 2026Visionbay supports NVIDIA Brev enabling enterprises to deploy OpenClaw AI Agent frameworks with NVIDIA NemoClaw one-click deployment. Visionbay is working with NVIDIA on next-generation Vera Rubin GPU cluster deployment using NVIDIA Vera Rubin DSX AI Factory reference design combined with NVIDIA Omniverse DSX Blueprint for digital twin simulation of Tokenized AI Factory deployment workflows.
• SAPcoreStrategic or Co-development Partner · 16 March 2026Foxconn and SAP announced strategic partnership to accelerate enterprise AI adoption in Asia-Pacific at NVIDIA GTC 2026. The partnership leverages Foxconn's AI Factory initiative and SAP's enterprise applications expertise to reshape manufacturing processes and supply chain management. Both parties will explore innovative collaboration use cases including SAP Physical AI, SAP Supply Chain Management, and Foxconn's smart manufacturing operations. The collaboration aims to define how global industries leverage enterprise AI by combining enterprise intelligence, AI infrastructure, and physical industrial deployment.
• NVIDIAflagshipTechnology or Integration · 19 May 2025Foxconn and NVIDIA partnership to build AI Factory supercomputing center in Taiwan, the first NVIDIA Cloud Partner (NCP) in Taiwan. The AI Factory will feature NVIDIA Blackwell Ultra systems including GB300 NVL72 rack-scale solutions with NVIDIA NVLink, Quantum InfiniBand, and Spectrum-X Ethernet. NVIDIA CEO Jensen Huang stated that the AI Factory will be a core driver of Taiwan's AI industry transformation. The facility will serve as a key engine for Foxconn's three strategic platforms: smart manufacturing, smart electric vehicles, and smart cities.
• TSMC (台積電)strategicOthers · 19 May 2025TSMC researchers plan to use the AI supercomputing system to advance semiconductor R&D and drive AI-powered innovation breakthroughs. TSMC Chairman Roger Wang stated that leveraging this AI factory demonstrates their commitment to AI-driven innovation, enabling researchers to accelerate semiconductor technology breakthroughs for customers and global markets.

Scale indicators12 records

Recent moves6 records

Expansion highlights5 records

Broad incumbents

• IBM Cloud: Enterprise-focused cloud platform combining Red Hat OpenShift and watsonx AI services. Direct comparison point given the Visionbay-IBM partnership, and a competitor in the regulated-industry AI PaaS market where IBM's enterprise sales force is the channel partner.
• Amazon Web Services (EC2 / Bedrock): Largest global cloud provider offering GPU-accelerated instances and managed AI services. Broad incumbent competitor with substantially deeper capital, geographic reach, and enterprise penetration than Visionbay, but without sovereign-AI specialization in APAC.
• NVIDIA DGX Cloud: NVIDIA's own AI cloud service delivered via partner-hosted GPU clusters. Comparable as the primary NVIDIA-aligned AI cloud offering, but operated by NVIDIA across multiple global partners rather than as a single specialized provider.
• Microsoft Azure (AI Infrastructure): Global hyperscaler offering NVIDIA GPU instances and Azure AI services. Competes broadly with Visionbay's GPUaaS offering, with much larger scale, deeper enterprise customer base, and global data center footprint — also an indirect channel for the NVIDIA NCP ecosystem.

Direct peers

• CoreWeave: Largest pure-play NVIDIA GPU cloud (neocloud) offering GPUaaS and AI cloud infrastructure for enterprise AI workloads. Closely comparable to Visionbay in core business model (GPU rental on NVIDIA stacks), though at much larger scale and with primarily US/European customer base.
• Together AI: AI cloud platform providing GPU compute for training, fine-tuning, and inference of open-source and custom models. Overlaps with Visionbay's AI PaaS offering and AI App Store model, with similar focus on full-stack AI lifecycle services.
• Lambda Labs: GPU cloud provider offering NVIDIA-powered compute for AI training and inference, plus AI workstations. Direct competitor in the neocloud category with similar usage-based pricing on H100/Blackwell GPUs and enterprise customer focus.
• Crusoe Energy: AI-focused cloud infrastructure provider operating large-scale GPU clusters for AI workloads. Comparable in building dedicated AI Factories and offering GPUaaS to enterprises, with a similar capital-intensive growth model.

Regional players

• GMI Cloud: Taiwan-headquartered GPU cloud provider operating NVIDIA-powered infrastructure in APAC. Most directly comparable regional peer given shared Taiwan market focus, sovereign AI positioning, and similar customer verticals (semiconductor, enterprise, government).

Emerging players

• Tensorwave: Emerging neocloud offering AMD and NVIDIA GPU clusters for AI workloads with focus on enterprise customers. Comparable emerging-stage competitor in the dedicated AI cloud category with similar capex-heavy build-out approach.

Market position

Strengths5 records

Weaknesses5 records

Competitive moat5 records

Key risks6 records

Key highlights7 records

Customer concentration

• Xx.com/HonHai_Foxconn
• YouTubeyoutube.com/channel/UC6WVXDQDbzMaM98itJH-vOw
• Facebookfacebook.com/HonHai.Technology
• LinkedInlinkedin.com/company/visionbay-ai
• Instagraminstagram.com/foxconn.tw

Revenue estimate

Valuation estimate

Number of profiles

Profiles2 records

Funding overview

Funding rounds

Investors

Funding detail is available on the Subscription and Enterprise plan.Contact sales →

M&A

Investments

M&A and investment is available on the Subscription and Enterprise plan.Contact sales →

Frequently asked questions about Visionbay.ai