MakinaRocks was co-founded in 2017 by CEO Yoon Seong-ho (MIT physics, formerly Samsung Electronics and SK Telecom) and is an industry-specialized AI company targeting demanding AI deployment environments across manufacturing, defense, energy, semiconductor, and battery sectors.
Its flagship product 'Runway' is an enterprise AI operating system covering the full AI lifecycle—from data collection, storage, and processing to model development, deployment, and management—with integrated MLOps, LLMOps, RAG, on-premise/on-device AI, and multi-agent AI capabilities.
The platform's defining competitive edge is its ability to deliver cloud-comparable AI operations within air-gapped closed networks and factory server environments, addressing structural constraints that cloud-centric competitors cannot overcome in settings where data exfiltration is prohibited and security requirements are extreme.
According to recent reports, approximately 68% of 2025 revenue originated from the top-5 manufacturing conglomerates and the defense sector, with clients including Samsung Electronics, Samsung Display, Hyundai Heavy Industries, SK On, Hyundai Mobis, the Agency for Defense Development, Joint Chiefs of Staff, and the ROK Navy First Fleet.
The revenue mix is currently divided between annual and monthly license fees and project-based solution sales; the company's strategic priority is shifting toward a higher proportion of recurring Runway license revenue to improve earnings predictability and margin profiles over time.
Beyond Runway, the company supplies 'DrawX', an AI application automating drawing-based cost estimation workflows, and has deployed over 6,000 industry-specific AI models to date.
Domestically, comparable players include Nota, Superb AI, and OnePredict—all listing or preparing to list—yet MakinaRocks maintains a meaningful head start through its closed-network specialization and blue-chip reference roster.
A strategic investor roster spanning SK Telecom, Hyundai Motor, Naver, LG Technology Ventures, Hanwha, GS, and POSCO collectively functions as a structural commercial network asset, facilitating customer introductions and ecosystem expansion across key domestic industries.