As global AI spending is projected to soar to $2.52 trillion by 2026, companies are grappling with how to efficiently use their computing resources. INFINITIX, a provider of AI infrastructure software, is addressing this challenge at COMPUTEX 2026. The company plans to unveil its dual-platform stack, AI-Stack and ixCSP, designed to convert underutilized compute into profitable AI services.
Central to INFINITIX's presentation is the "Compute Economy," a three-layer architecture that facilitates the transition from AI infrastructure to a fully developed AI cloud economy. This architecture comprises AI Infrastructure, AI Platform, and AI Cloud Economy, with AI-Stack and ixCSP as its core components. This end-to-end platform manages compute and model deployment while also focusing on monetizing AI services.
Wayne Chen, CEO of INFINITIX, highlighted the evolving competitive landscape in AI, stating, "The competitive edge in AI has shifted from the model itself to compute orchestration and commercialization. The question is no longer who owns the GPUs – it's who can transform compute into sustainable revenue." This insight emphasizes the need to optimize GPU utilization, which experts note often remains below 30% in enterprise settings.
AI-Stack: Intelligent Compute Management
The AI-Stack platform acts as a Kubernetes-native enterprise compute management solution, accommodating various resources, including NVIDIA and AMD GPUs, NPUs, and Phison aiDAPTIV+. It offers features like GPU partitioning, cross-node computing, and real-time visual monitoring. A key highlight will be the demonstration of the CTAs Scheduler, a proprietary technology that distinguishes between CUDA Core and Tensor Core workloads to maximize resource efficiency.
In partnership with Phison Electronics, INFINITIX will also showcase how integrating aiDAPTIV+ intelligent storage with AI-Stack can facilitate large language model training and inference without requiring extensive high-bandwidth memory (HBM) GPU procurement. This innovation is set to significantly reduce the total cost of ownership for AI infrastructure.
ixCSP: Monetizing the AI Token Economy
Alongside AI-Stack, the ixCSP (AI Cloud Operations Solution Platform) is designed to assist enterprises in quickly converting existing GPU assets into billable cloud services. This platform integrates AI Gateway, BOSS billing, and AI-Stack resource management within its architecture. It supports various deployment models, including GPU-as-a-Service (GaaS), Model-as-a-Service (MaaS), and Token-as-a-Service (TaaS), effectively transforming GPU infrastructure from a cost center into a revenue-generating service platform.
As traditional subscription models give way to token-based billing, ixCSP enables enterprises to enhance their competitiveness through effective token traffic management, inference efficiency, and financial operations (FinOps).
Strategic Partnerships and Market Expansion
As an NVIDIA-certified partner and part of the AMD GPU ecosystem, INFINITIX is well-positioned to lead in the AI infrastructure sector. The deployment of AI-Stack and ixCSP aims not only to advance enterprises from basic infrastructure management to cloud service commercialization but also to capitalize on the rising demand for AI governance and financial operations frameworks.
With plans to expand its presence across Japan, South Korea, and Southeast Asia, INFINITIX has established Taiwan as its research and development hub. This growth strategy demonstrates a commitment to adapting to the changing landscape of AI and cloud economics.
INFINITIX's presence at COMPUTEX 2026 highlights its goal to redefine how enterprises can extract value from their AI infrastructure, paving the way for a more profitable AI cloud economy in the years ahead.
The stories that move AI & crypto markets — before the market reacts.
Free. 7am ET. Five stories. 62,400 readers.
