DEEP.FINE Raises $6.6M Series B to Scale Industrial AI Agent Platform Across Logistics, Manufacturing and Defense

DEEP.FINE, a Korean startup developing Spatial AI-powered industrial AI agent platforms, has raised 10 billion KRW ($6.6 million) in a Series B round, the company announced.

The round was backed by Hyosung Ventures, POSCO INVESTMENT, and the jointly managed LIG D&A-IBKC fund, bringing the company’s total funding raised to approximately 18 billion KRW ($11.9 million).

The investment recognizes DEEP.FINE’s platform architecture that scales across multiple industrial verticals, its proven deployment experience at large enterprise sites, and its technical capability to integrate with legacy enterprise systems. The participation of strategic investors with direct exposure to logistics, manufacturing, heavy industry and defense—the sectors where DEEP.FINE is actively deploying solutions—validated the company’s expansion potential in industrial AI platforms.

DEEP.FINE is building an industrial AI agent platform that digitizes complex operational workflows at industrial sites and provides AI-based assistance throughout workers’ task execution. The platform combines smart glasses, vision AI, spatial computing and field-data analytics to connect the entire on-site workflow—from task assignment and execution guidance to verification, recording and analysis—into a single unified system.

The company currently supplies solutions to major Korean logistics operators, global manufacturing companies, and key players in shipbuilding, defense and MRO (maintenance, repair and operations) sectors. In logistics, DEEP.FINE digitizes picking, inspection and sorting workflows; in shipbuilding, defense and MRO, it provides real-time access to blueprints, equipment information and work procedures, turning the execution process into structured data. Recently, the company has been evolving its service into an enterprise SaaS platform that integrates with internal systems such as WMS, ERP and MES, increasing the scalability of its business model.

The Series B proceeds will fund enhancements to the industrial AI agent technology, expansion of SaaS operations in logistics and MRO, development of industry-specific standard models based on its large enterprise customer base, strengthened operational analytics powered by field data, preparation for global market entry, and recruitment of core research and development talent.

Prior to this Series B, DEEP.FINE had secured investment validation from the Korea Technology Finance Corporation, IBK Industrial Bank of Korea, and corporate investors including Hyundai Motor Group and LS Group, demonstrating both business viability and technical credibility. The new round is expected to strengthen collaboration with core companies across mobility, power and automation, logistics, manufacturing, heavy industry and defense in Korea.

“This Series B investment marks meaningful recognition of DEEP.FINE as a company that turns digital transformation at industrial sites into tangible operational outcomes,” said CEO Hyunbae Kim. “We will continue to grow as an AI agent platform company that innovates how work is performed and how operations are managed at industrial sites, based on technology proven in real-world environments.”

Kim added: “Industrial sites still depend heavily on human experience and manual processes for work instructions, inspections, equipment checks, blueprint reviews and safety management. DEEP.FINE will build a platform that understands the context of field operations and uses AI to support workers’ decision-making and execution, raising our enterprise customers’ productivity, accuracy and safety simultaneously.”

Korea’s industrial AI ecosystem is seeing growing momentum as deep tech startups apply physical AI and advanced sensing to traditional heavy industries. CarbonSix raised a $40 million Series A in early July to scale its Physical AI platform for global manufacturing, while NeoArcRobotics secured seed funding to build cutting and welding robots for Korean shipyards. In the maritime sector, CYTUR closed a $3.7 million Series A to fortify ships against cyber threats, demonstrating investor interest in technology platforms that address operational challenges across Korea’s core industrial base.