Taiwan's INFINITIX Brings AI Infrastructure Platform to South Korea's Smart Manufacturing Hub

South Korea's Smart Manufacturing Innovation Center, a national testbed for factory automation and industrial artificial intelligence, faced a familiar problem as its research ambitions grew: too many researchers, too many projects, not enough computing power to go around efficiently. The center needed a way to share its expensive graphics processing units and storage systems across multiple teams working simultaneously, each with different priorities and timelines. Managing that kind of resource contention manually would have been a bottleneck.

Into that gap stepped INFINITIX, a Taiwan-based software company specializing in AI infrastructure management. On September 10, 2026, the company announced it had deployed its platform, called AI-Stack, at the center—a move that carries particular weight because it marks the first time South Korea's national smart manufacturing testbed has adopted AI infrastructure software developed in Taiwan. The deployment is not ceremonial; it addresses a concrete operational need.

AI-Stack works by treating the center's computing resources as a shared pool rather than isolated machines. The software uses what's called software-defined GPU orchestration—essentially, it acts as a traffic controller for graphics processors, deciding which research team gets access to which chips and when. It also manages heterogeneous resources, meaning it can coordinate different types of hardware working together. Crucially, it enforces multi-tenant controls, so researchers from different projects can work simultaneously without stepping on each other's work. When a researcher needs GPU access, the system can provision it on demand rather than requiring advance reservation or manual allocation.

The practical effect is significant. Intelligent scheduling algorithms reduce the amount of time expensive hardware sits idle. The system prioritizes workloads based on rules set by administrators, improving overall utilization rates. For a research center operating on a budget, this translates directly to lower total cost of ownership—the same computing power serves more research, faster. Star Ko, who leads INFINITIX's Korean operations, framed the deployment as validation that the company's approach to orchestrating complex computing environments works at industrial scale.

The timing aligns with SMIC's own expansion plans. The center is building out what it calls a manufacturing AI Data Center, infrastructure specifically designed to support the development of what researchers call manufacturing foundation models—large AI systems trained on industrial data that can be adapted for specific factory tasks. As that data center grows and more researchers use it, AI-Stack will provide the underlying software layer that keeps everything running smoothly. The platform is designed to scale alongside the center's ambitions, meaning it should remain effective whether SMIC is managing resources for ten concurrent projects or fifty.

What makes this deployment noteworthy beyond the immediate operational benefit is the geopolitical subtext. Taiwan and South Korea are both major semiconductor and manufacturing hubs, and both are investing heavily in AI infrastructure as a strategic priority. That a Taiwanese company's software is now running at the heart of South Korea's national smart manufacturing testbed suggests the two countries see value in technological collaboration, at least in this domain. It also signals that INFINITIX has cleared the technical and security hurdles required to operate within a national research facility—no small accomplishment for a company seeking to expand beyond its home market.