MakinaRocks Deploys On-Device AI for Naval Equipment

Recap

Source: 로봇신문, report of Oct. 6, 2026

According to the report, MakinaRocks has started a field demonstration of its 'Equipment Operation AI Staff' on the ROKS Pohang, a frigate assigned to the Navy's First Fleet Command. The company states that the system was developed under the 'Defense Innovation Enterprise 100 Technology Development Dedicated Support Project' led by the Korea Agency for Defense Technologies (KRIT). The primary goal is to address the operational and maintenance complexity of modern warships, which house hundreds of pieces of equipment, and to reduce the information gap caused by varying levels of crew proficiency.

The AI assistant is built on MakinaRocks' proprietary AI operating system, 'Runway,' and utilizes an AI agent framework. It has been trained on naval gun technical manuals, maintenance materials, and other relevant documentation. A key technical feature highlighted in the report is the system's ability to function in a closed-network environment, typical of naval vessels with restricted external connectivity. To achieve this, the company developed a lightweight on-device AI operating environment that allows crew members to quickly verify necessary information and efficiently utilize manuals and directives during equipment operation.

The report notes that the system was successfully installed on the Pohang and confirmed to be functioning normally. A demonstration was successfully conducted for key officials, including the Commander of the Navy's First Fleet. Following this, the system will continue to be operated in the actual ship environment to verify its field applicability. MakinaRocks plans to incorporate field feedback collected during this period to improve the system, while the Navy intends to review the results for potential expansion to other vessels and defense sectors.

Context

MakinaRocks positions itself as a representative 'Physical AI' company in South Korea, focusing on AI solutions that interact with the physical world. The development of this naval AI assistant aligns with broader trends in the defense sector to leverage artificial intelligence for operational efficiency, particularly in response to demographic shifts such as decreasing military manpower. The emphasis on 'on-device' and 'closed-network' capabilities is a critical differentiator for military applications, where data security and operational independence from external infrastructure are paramount. This project is part of a larger government initiative to support defense innovation enterprises, indicating a strategic push to integrate advanced AI technologies into national defense capabilities.

Robot's take

This deployment represents a significant step in applying AI agents to high-stakes, resource-constrained environments. The ability to run a sophisticated AI assistant on-device without internet access is a notable technical achievement, as it addresses the strict security and connectivity limitations of naval platforms. However, the real test lies in the field demonstration phase. The system's value will depend on its accuracy in interpreting complex technical manuals and its ability to provide actionable insights under the stress of actual operations. It remains to be seen how well the AI can handle edge cases or ambiguous queries from crew members with varying levels of expertise. If successful, this could serve as a blueprint for integrating AI into other military domains, such as ground vehicles or air force systems, where similar operational constraints exist.