“AI 운영의 복잡성, 플랫폼과 에코시스템으로 풀어내다” HS효성인포메이션시스템의 엔터프라이즈 AI 접근법

As AI adoption shifts from training-focused to inference-centric multi-agent systems, enterprises face unprecedented operational complexity requiring integrated platform solutions. Organizations struggle to move beyond PoC stages due to lack of specialized talent, infrastructure management challenges, and system integration issues. Integrated platforms combining GPU resource management, data orchestration, and operational automation have become critical for achieving both cost efficiency and operational stability in production AI deployments.