The recent boom in artificial intelligence (AI) has sent the value of GPUs (graphics processing units), which serve as the “brains” of AI, soaring to unprecedented heights. For companies, even if they want to build AI services, the high equipment prices and considerable operating expenses are becoming a major concern.

Against this backdrop, AI infrastructure operations specialist TEN (CEO Oh Se-jin) has unveiled new technology that can dramatically reduce AI operating costs, drawing market attention.

TEN announced that on the 17th it hosted “2026 Partners Day” in Yeoksam-dong, Gangnam-gu, Seoul, inviting representatives from more than 30 partner companies in the AI and information technology (IT) sectors. The event was organized to share new features of TEN’s flagship AI infrastructure management program “AIPub” and actual success cases in cost reduction.

The highlight of the event was a new product lineup incorporating what the company describes as the world’s first “GPU dynamic allocation technology.” To allow customers to choose according to their usage environment, TEN introduced two new products for the first time: “AIPub Enterprise” and “AIPub Lite.”

The professional-grade “AIPub Enterprise” functions as an intelligent navigator that monitors in real time the AI semiconductor resources owned by a company. It automatically identifies idle semiconductor resources, allocates them to necessary tasks, and immediately retrieves them upon completion to redistribute to other projects. This reduces to nearly zero the time during which expensive equipment is left idle and wasted. It also helps multiple departments or projects share a single device efficiently without performance degradation.

Also unveiled, “AIPub Lite” is a tailored, lightweight product for companies seeking to develop “AI agents” (assistant-type AI), which have recently attracted attention. By including only the core functions essential in the initial development phase, it lowers the entry barrier so that small and medium-sized enterprises and startups can begin AI development without a heavy cost burden.

The event was structured in two parts, morning and afternoon. In the morning, engineers from partner companies received technical training, including hands-on practice from product installation to troubleshooting. In the afternoon, sales representatives were briefed on how existing customers have achieved cost savings and on customized sales strategies.

TEN CEO Oh Se-jin stated, “AIPub is a platform built together with our partners,” adding, “Based on a solid cooperative framework, we will continue to advance our technology so that we can provide tangible cost-saving value to companies struggling with soaring AI operating expenses.”

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