Infinitix
Infinitix (INFINITIX Inc.) is a Taiwan-based AI infrastructure software company providing GPU resource scheduling (AI-Stack), AI cloud commercialization (ixCSP), and multi-cloud management (CloudFusion) platforms to enterprises, data centers, governments, and research institutions across Asia.
- Company typePrivate
- Founded2003
- HeadquartersTaipei, Taiwan
- Headcount11–50
- GTM typeB2B
- OfferingSoftware
What Infinitix does
Infinitix (INFINITIX Inc.) is a Taiwan-headquartered AI infrastructure software company founded in 2003 that builds platforms for orchestrating, commercializing, and governing GPU compute across enterprise, government, and data center environments. Its core product suite consists of three platforms: AI-Stack, a Kubernetes-native GPU resource scheduling and orchestration platform powered by a proprietary CTAs Scheduler that supports heterogeneous NVIDIA and AMD GPUs; ixCSP, an AI cloud commercialization and usage-based metering/billing platform that enables GPU providers to monetize AI compute as a metered service; and CloudFusion, a multi-cloud and hybrid AI workload management layer. The platform integrates with NVIDIA AI Enterprise, PyTorch, TensorFlow, and Slurm, and holds Taiwan's only NVIDIA Solution Advisor at Preferred Level certification in AI software alongside the 2024 AMD GPU Ecosystem Construction Partner Award. The company serves approximately 250+ enterprise customers across healthcare, government, education, manufacturing, and data center verticals in Taiwan, Japan, Korea, Singapore, Hong Kong, China, and Southeast Asia.
Infinitix generates revenue through a combination of subscription licensing for AI-Stack and CloudFusion and usage-based billing via ixCSP, supplemented by hardware vendor co-sell partnerships with NVIDIA, AMD, Phison, Advantech, MSI, MiTAC, and Voiss. Go-to-market combines direct enterprise sales with an expanding channel network, including VSTECS in greater China and four Korean distribution partners. The customer mix includes large individual deployments such as the NT$60 million Kaohsiung Medical University Hospital NVIDIA B300 GPU cluster, alongside government deployments (Taiwan Ministry of Digital Affairs) and academic installations. The company is positioned in the AI infrastructure layer — adjacent to but not directly competing with foundation model providers — and its differentiation centers on multi-vendor GPU orchestration, sovereign AI deployment capability, and integrated monetization tooling.
Infinitix firmographics
Firmographics- Name
- Infinitix
- Legal name
- INFINITIX Inc.
- Website
- https://infinitix.ai
- Company type
- Private
- Founded year
- 2003
- Operating status
- Operating
- Headcount range
- 11–50 employees
- Short description
- Infinitix (INFINITIX Inc.) is a Taiwan-based AI infrastructure software company providing GPU resource scheduling (AI-Stack), AI cloud commercialization (ixCSP), and multi-cloud management (CloudFusion) platforms to enterprises, data centers, governments, and research institutions across Asia.
- Ownership category
- akta.pro rank
Infinitix industry classification
Industry- Product category
- AI Infrastructure Management Software
- NAICS
- Computer Systems Design Services (541512), Computing Infrastructure Providers, Data Processing, Web Hosting, and Related Services (5182), Custom Computer Programming Services (541511)
- SIC
- Services-Prepackaged Software (7372), Services-Computer Integrated Systems Design (7373)
- akta.pro primary industry
- AI Compute Virtualization & Scheduling (GPU virtualization, cluster schedulers) (HDAAAAAG)
- akta.pro secondary industries
- AI Compute Cloud & GPU-as-a-Service (HDAAAAAK), End-to-End Enterprise AI Platforms (MLOps & Model Lifecycle Management) (HDAEANAA)
Keywords
Where Infinitix is headquartered
LocationHeadquarters
- HQ city
- Taipei
- HQ country
- Taiwan
- HQ region
- Asia
Offices6 records
Markets served
Infinitix business model
Business model- GTM type
- B2B
- Offering type
- Software
- Cost components
- Technology or R&D, Personnel, Marketing or Sales
Revenue model
- AI-Stack Software Licenses and Subscriptions: AI-Stack enterprise AI infrastructure management software sold as subscription licenses to enterprises, research institutions, data centers, and cloud service providers. Platform enables GPU resource scheduling, multi-tenant management, and MLOps workflows.
- ixCSP AI Cloud Service Platform: Commercial platform enabling enterprises to monetize GPU infrastructure through GaaS (GPU-as-a-Service), MaaS (Model-as-a-Service), and TaaS (Token-as-a-Service) business models. Revenue derived from usage-based billing and platform service fees.
- CloudFusion Multi-Cloud Management: Multi-cloud and hybrid cloud management platform generating subscription or license revenue for unified VM management, object storage, and network security services.
- Professional Services and Consulting: Technical consulting, implementation services, and customization for AI infrastructure deployment, particularly for government and enterprise customers requiring tailored solutions.
Pricing tiers
| Model | Billing | Price |
|---|---|---|
| Subscription | Annual | Enterprise AI infrastructure management with AI-Stack |
| Usage-based | Pay-as-you-go | ixCSP AI Cloud Service Platform |
| Subscription | Annual | CloudFusion Multi-Cloud Management |
Go-to-market motion3 records
Distribution channels5 records
Marketing channels6 records
Infinitix product offering
Product offeringCore offering
Infinitix develops and sells enterprise AI infrastructure software for GPU resource scheduling, heterogeneous compute orchestration, and AI cloud service commercialization. Its AI-Stack platform manages NVIDIA, AMD, and NPU environments with proprietary intelligent scheduling, while ixCSP enables enterprises, telecoms, and data centers to monetize GPU infrastructure via GaaS, MaaS, and TaaS business models. CloudFusion provides unified multi-cloud and hybrid cloud management with VM, object storage, and network security capabilities.
Product overview
INFINITIX (數位無限) is an AI infrastructure software company providing a portfolio of three core products addressing GPU resource management and AI cloud commercialization. The portfolio consists of AI-Stack (GPU resource scheduling and AI infrastructure management platform), ixCSP (AI cloud service monetization and commercialization platform built on AI-Stack), and CloudFusion (multi-cloud and hybrid cloud management). AI-Stack serves as the foundational infrastructure management layer providing GPU partitioning, aggregation, cross-node distributed computing, multi-tenant management, and intelligent CTAs scheduling across NVIDIA, AMD GPUs, NPUs, and Phison aiDAPTIV+ storage. ixCSP extends AI-Stack's orchestration capabilities into a commercial AI cloud platform enabling GaaS, MaaS, and TaaS business models with API Gateway, billing systems, and Model Marketplace. CloudFusion provides unified management for multi-cloud and hybrid environments as a separate multi-cloud management layer. The three products form a complementary stack covering compute resource management, AI model deployment, and cloud service commercialization for enterprises, cloud service providers, and data center operators.
Differentiator
Problem solved
Functional benefit
Brands
- AI-Stack: Enterprise GPU resource scheduling and AI infrastructure management platform supporting NVIDIA/AMD GPUs, GPU partitioning, aggregation, cross-node computing, and MLOps workflows.
- ixCSP
- CloudFusion
Products and services
- AI-Stack Kubernetes-native enterprise AI infrastructure management platform providing GPU resource scheduling, intelligent heterogeneous compute orchestration (NVIDIA, AMD, NPU), GPU partitioning and aggregation, cross-node distributed computing, multi-tenant management, proprietary CTAs (Core Type Aware) scheduling, MLOps workflows, and integration with TensorFlow, PyTorch, and Slurm. Integrated with Phison aiDAPTIV+ technology to extend GPU memory via high-speed NAND storage for large-scale LLM training without full HBM GPU upgrades.
- ixCSP Commercial AI cloud service platform built on AI-Stack enabling enterprises, telecoms, and data centers to rapidly convert GPU server resources into billable AI cloud services. Supports GPU-as-a-Service (GaaS), Model-as-a-Service (MaaS), and Token-as-a-Service (TaaS) business models with real-time token metering and usage-based pricing. Three-layer architecture integrates AI-Stack resource management core, AI Gateway, and BOSS billing system with standardized APIs, multi-tenant management, and a Model Marketplace for AI model deployment.
- CloudFusion Multi-cloud and hybrid cloud management platform providing unified management of multi-cloud and hybrid cloud environments. Features an intuitive user interface for managing multiple cloud platforms, Network Security Services (NSS) including security group management, key management, and external IP configuration, and Object Storage Service (OSS) with bucket and object lifecycle management. Includes performance management systems, budget management, and resource metering for cost statistics and optimization.
Quantifiable outcome
- GPU utilization rate increases from approximately 30% to over 90%
- +5 more outcomes
Companies that use Infinitix
Customer profileNamed customers7 records
Segments5 records
Ideal customer profiles4 records
Infinitix technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- Yes
- API docs
- API detail
Core technology
AI maturity
App detail
Integration12 records
AI capability6 records
Feature7 records
Infinitix partnerships and signals
Strategic signalPartnerships
21 partnerships are on record, tiered core, major and minor.
- SAINS (Sarawak Information Systems Sdn. Bhd.)coreMOU signed for joint development of Sovereign AI platforms, private GPU cloud, AI cloud services, and Token Factory operating model across Southeast Asia. INFINITIX will deploy AI-Stack and ixCSP platforms to help governments and enterprises build secure, scalable AI computing environments. SAINS (founded 1991, 1,100+ professionals) is Sarawak State Government's primary ICT partner with 300+ government systems deployed. Partnership follows INFINITIX's entries into Japan and South Korea, marking expansion into Southeast Asia.
- HeTone (合通企業)coreStrategic partnership for Thailand Bangkok 70MW AI Edge Data Center project. HeTone provides local power and land resources for high-density liquid-cooled AI computing facility. INFINITIX provides AI-Stack for cross-node GPU scheduling (achieving over 90% utilization) and ixCSP for monetization through GaaS, MaaS, and TaaS. Project targets Southeast Asian compute market with modular containerized architecture.
- MIRUWARE, Tera Tec, DS&G, NUMP (Korea)majorStrategic partnership agreements with four Korean distributors to expand AI-Stack and ixCSP deployment. Partners combine local sales channels and technical service capabilities with INFINITIX's AI infrastructure platforms, driving scaled adoption in South Korean market following subsidiary establishment.
- MiTAC Computing Technology (神雲科技)majorJoint demonstration at Data Center Japan 2026. MiTAC GPU servers with AMD Instinct MI350 GPUs combined with AI-Stack platform for enterprise AI infrastructure. Solution provides enterprises with unified platform for compute resource management, AI development environments, and model training/inference. Supports PyTorch, Ray, DeepSpeed, and Kubeflow frameworks.
- VoissmajorPartnership integrating Voiss's AI-Coach and conversation analytics into ixCSP Model Marketplace. Enterprises can deploy AI voice assistants and decision-support applications through the platform. Voiss specializes in AI voice understanding and enterprise decision simulation technology with applications in finance, telecom, and healthcare sectors.
- MSI (Micro-Star International)majorIntegration of AI-Stack GPU orchestration platform into MSI's AI-vRAN solution at MWC 2026. AI-Stack enables telecom operators to concurrently execute virtualized RAN (vRAN) workloads and AI inference services on unified shared GPU architecture. CTAs scheduler intelligently arbitrates resources between 5G vRAN processing and AI applications, maximizing hardware utilization at network edge.
- Advantech (研華科技)coreExpanded strategic partnership delivering enterprise-grade and edge AI infrastructure solutions. AI-Stack CTAs technology solves GPU core mismatch idle problems. Advantech provides industrial-grade GPU server platforms (SKY-602E3) validated for sustained high-load operation. Joint solution supports mission-critical AI workloads in manufacturing, telecommunications, healthcare, and industrial sectors.
- Phison Electronics Corp. (群聯電子)coreStrategic technology partnership integrating Phison's aiDAPTIV+ intelligent storage technology with INFINITIX's AI-Stack enterprise management solution. Joint solution addresses GPU memory capacity limitations by transparently extending GPU memory via high-performance NAND storage, reducing dependence on costly HBM GPUs. Both companies indicate further collaboration in intelligent storage, AI orchestration, and cloud-scale operations targeting hyperscale enterprise AI market.
- Kentec (金運科技)majorCross-border AI alliance for AIDC ecosystem. Kentec's 2.5MW ultra-large liquid-cooled CDU combined with AI-Stack and ixCSP for comprehensive compute management and monetization. Hardware handles thermal management, software maximizes compute utilization, forming efficient 'software-hardware integration' AIDC architecture.
- SignalPro (希格諾科技)majorPartnership for SiGTRON AI-FACTORY project in Southern Taiwan Science Park area. Joint initiative with Supermicro, Macnica, 敦陽科技, and HeTone for next-generation AI-FACTORY development. Part of Neocloud (Next-generation Cloud) intelligent compute ecosystem.
- IPO Forum / AI Trust Accelerator (經濟部產發署)minorParticipation in Ministry of Economic Affairs' AI Trust Accelerator initiative, connecting with Dell Technologies, Microsoft, Red Hat and local partners. Goal to drive 100 AI application case studies in 2 years.
- Tera Tec and GRAID Technology (Korea)majorAI/HPC Solutions Hub partnership combining GPU management platform AI-Stack with GRAID's SupremeRAID technology and Tera Tec's server systems. GPU pooling and partitioning enables simultaneous AI model training and inference, reducing resource waste.
- GRAID TechnologymajorPartnership for unified AI infrastructure combining compute and storage at Singapore Tech Week 2025. GRAID SupremeRAID provides enterprise RAID5/6 data protection with high IOPS and throughput, eliminating storage as a bottleneck in AI workloads.
- Taiwan Tech Arena (TTA)minorTTA-led European expansion mission partnering with SolutionStor and FiduciaEdge for cross-border startup collaboration, targeting European market opportunities.
- GIPA (Goyang Industry Promotion Agency, 高陽產業振興院)minorMOU signed for AI infrastructure, data solutions, and industry exchange cooperation. Supports Goyang City's development as an AI innovation hub, with INFINITIX providing AI infrastructure expertise.
- Chunghwa System Integration (CSI, 中華系統整合)majorCSI serves as SI partner for Kaohsiung Medical University Hospital's NVIDIA B300 GPU deployment (approximately NT$60 million project). CSI provides system architecture and integration for AI infrastructure deployment.
- VSTECS (Thailand, Malaysia)majorDistribution agreement signed at COMPUTEX 2025 with one of Southeast Asia's top three IT product agents. VSTECS distributes INFINITIX products in Thailand and Malaysia, supporting regional market expansion.
- Supermicro (美超微)majorOngoing partnership for AI infrastructure solutions combining Supermicro GPU servers with AI-Stack software. Active in multiple joint exhibitions and the SiGTRON AI-FACTORY project.
- Macnica (茂綸)majorLong-standing distribution partner in Japan and Taiwan. Introduced AI-Stack to Union Tool in Japan. Active in multiple joint events including COMPUTEX, GTC 2025, Singapore Tech Week, and SiGTRON AI-FACTORY project.
- Asia AI Computing Alliance (AICC) / 翔耀實業majorParticipated in building Asia's most advanced H200 AI computing center as part of the Asia AI Computing Alliance (AICC) led by 翔耀實業. INFINITIX provides AI-Stack GPU management platform for the facility.
- Zero One Technology (零壹科技)coreLed INFINITIX's A-round fundraising in 2021 as the top Taiwan IT distributor. Strategic investor providing market access and channel distribution capabilities in Taiwan enterprise market.
Scale indicators7 records
Recent moves7 records
Expansion highlights6 records
Infinitix competitors and assessment
Company assessmentDirect peers
- Paperspace (DigitalOcean): GPU cloud platform acquired by DigitalOcean offering on-demand GPU instances and AI development environments. Closely comparable to Infinitix's combined AI-Stack and ixCSP offerings for AI compute commercialization.
- Weights & Biases: Enterprise MLOps platform for experiment tracking, model management, and AI workflow orchestration. Overlaps with Infinitix's AI-Stack on MLOps workflows, AI framework integration (PyTorch/TensorFlow), and enterprise AI lifecycle management.
- Run:ai: Kubernetes-native GPU orchestration and virtualization platform for AI workloads. Now owned by NVIDIA, Run:ai is the closest direct competitor to Infinitix's AI-Stack, offering similar MIG/GPU partitioning, fractional GPU sharing, and cluster scheduling across NVIDIA hardware.
- Lambda Labs: GPU cloud and AI infrastructure company offering on-demand GPU instances, multi-node training clusters, and AI software stack. Closely comparable to Infinitix's combined AI-Stack (orchestration) + ixCSP (cloud commercialization) positioning.
- CoreWeave: GPU cloud provider built on proprietary Kubernetes-based orchestration with bare-metal NVIDIA GPUs, offering GaaS-style compute services similar to Infinitix's ixCSP. Comparable in pairing GPU infrastructure software with usage-based AI cloud commercialization.
- Domino Data Lab: Enterprise MLOps and model lifecycle management platform with central compute orchestration across heterogeneous hardware. Direct competitor to AI-Stack's enterprise AI infrastructure and MLOps positioning, serving similar regulated enterprise customers.
Emerging players
- Spectro Cloud: Enterprise Kubernetes management platform with specialized GPU support for AI workloads. Comparable to AI-Stack's Kubernetes-native heterogeneous GPU orchestration across enterprise data center environments.
- Rafay Systems: Kubernetes management platform specializing in GPU-aware workload orchestration, multi-tenancy, and AI/ML infrastructure. Direct overlap with AI-Stack's Kubernetes-native architecture, GPU virtualization, and multi-tenant management.
- Crusoe Energy: AI-focused data center operator building large-scale GPU clusters with proprietary orchestration and energy-optimized infrastructure. Comparable to Infinitix's HeTone 70MW AI Edge DC partnership and GaaS commercialization model.
Broad incumbents
- Nebius Group: Full-stack AI infrastructure provider offering GPU cloud, proprietary orchestration, and AI services at global scale. Comparable to Infinitix's broader AI infrastructure platform ambitions but at much larger scale and broader geographic footprint.
Market position
Strengths5 records
Weaknesses5 records
Competitive moat4 records
Key risks5 records
Key highlights7 records
Customer concentration
Infinitix social profiles
Digital presenceInfinitix compliance and trust
Trust signalCompliance2 records
Infinitix financial estimates
Financial estimateRevenue estimate
Valuation estimate
Infinitix leadership team
Management profileNumber of profiles
Profiles6 records
Infinitix subsidiaries and ownership
Company hierarchySubsidiaries5 records
Infinitix funding detail
Funding detailFunding overview
Funding rounds
Investors
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
Infinitix M&A and investment
M&A and investmentM&A
Investments
M&A and investment is available on the Subscription and Enterprise plan.Contact sales →
Frequently asked questions about Infinitix
What does Infinitix do?
Infinitix develops and sells enterprise AI infrastructure software for GPU resource scheduling, heterogeneous compute orchestration, and AI cloud service commercialization. Its AI-Stack platform manages NVIDIA, AMD, and NPU environments with proprietary intelligent scheduling, while ixCSP enables enterprises, telecoms, and data centers to monetize GPU infrastructure via GaaS, MaaS, and TaaS business models. CloudFusion provides unified multi-cloud and hybrid cloud management with VM, object storage, and network security capabilities.
Is Infinitix a public or private company?
Infinitix is a private company. It is classified as venture growth investor backed and is currently operating.
When was Infinitix founded?
Infinitix was founded in 2003. It employs 11 to 50 people.
Where is Infinitix based?
Infinitix is headquartered in Taipei, Taiwan, in the Asia region.
How does Infinitix make money?
Four revenue lines are on record. AI-Stack Software Licenses and Subscriptions are the primary driver. The others are ixCSP AI Cloud Service Platform, cloudFusion Multi-Cloud Management and professional Services and Consulting.
Who are Infinitix's main competitors?
Direct peers on record are Paperspace (DigitalOcean), Weights & Biases, Run:ai, Lambda Labs, CoreWeave and Domino Data Lab. Emerging players are Spectro Cloud, Rafay Systems and Crusoe Energy. Nebius Group is listed as a broad incumbent.
Does Infinitix have an API?
Yes. ixCSP (AI Cloud Operations Solution Platform) integrates AI Gateway and BOSS (billing system) to enable enterprises, telecoms, and data centers to deploy GaaS (GPU-as-a-Service), MaaS (Model-as-a-Service), and TaaS (Token-as-a-Service) via standardized APIs. The platform provides complete API Gateway, billing system, and multi-tenant management for infrastructure providers to launch AI cloud services. The ixCSP architecture integrates AI-Stack resource management core, AI Gateway, and BOSS billing into a three-layer architecture supporting AI service commercialization and monetization.
What industry is Infinitix in?
Infinitix's product category is AI Infrastructure Management Software. Its primary akta.pro industry code is HDAAAAAG, AI Compute Virtualization & Scheduling (GPU virtualization, cluster schedulers), with a secondary code of HDAAAAAK, AI Compute Cloud & GPU-as-a-Service. Its NAICS code is 541512 and its SIC code is 7372.