#Japan #Vietnam #AI System #Minato #Uhuru

AI-Driven Innovation in Vietnamese Instrument Manufacturing

Uhuru Corporation, based in Minato, Tokyo, has announced the deployment of an innovative AI-driven manufacturing operation support system at an instrument manufacturing facility in Vietnam. This initiative is part of Uhuru's commitment to usher in a new era of collaboration between humans and robots, which they refer to as the “Physical AI” age. By employing cutting-edge technologies such as Augmented Reality (AR), Vision Language Model (VLM), and Multimodal RAG, this system is designed to enhance the capabilities of on-site workers by providing real-time information tailored to their needs.

In the current manufacturing landscape, the aging of skilled workers and a shortage of personnel have exacerbated the challenges of knowledge transfer. Particularly in wood processing environments, where characteristics of materials can vary significantly, it becomes crucial to digitize the expertise and judgment of seasoned technicians. This transfer of knowledge is essential for maintaining product quality and efficient operations.

The increasing expectation for Physical AI stems from the need for AI and robots to autonomously understand and act upon real-world scenarios. However, many manufacturing facilities operate in a brownfield environment where they continue to utilize existing equipment and systems, making substantial upgrades and integrations of AI technologies rather difficult.

Having supported IoT and factory digital transformation (DX) initiatives since 2014, Uhuru has developed this AI manufacturing operation support system with a focus on retrofitting existing equipment and minimizing disruption during implementation. This approach allows for a gradual introduction of new technology while aiming to accumulate valuable on-site data and construct robust operational models necessary for the future utilization of Physical AI.

System Overview

This sophisticated system combines AR, VLM, and Multimodal RAG technologies to provide essential information directly into the field of vision of operators wearing VR headsets (head-mounted displays). The integration of these technologies enables the system to understand and recognize the current operational conditions, guiding workers through tasks like screw placement or other procedures in real time.

AR and VLM Integration

During testing, the VR goggles utilized in the system, as well as potential future applications like smart glasses and tablets, leverage VLM to analyze camera footage. This technology overlays information on the operator’s view, clearly illustrating the current state of the work object and suggesting the next steps to enhance task execution.

Multimodal RAG Functionality

The Multimodal RAG component allows access to various forms of data, including work manuals, drawings, quality standards, and previous decision cases. This enables a cross-sectional search of knowledge tailored to the specific manufacturing environment to extract applicable information based on situational needs.

Orchestration via enebular

The enebular orchestration platform serves as the backbone, connecting the edge (operation sites) to server infrastructure for seamless integration of data, AI processing, and feedback loops. Its flexibility allows integration of existing data from MES, BOM, and BOP into the system, catering to the unique realities of the operational environment without dependence on specific vendors or legacy systems.

Future Prospects

While the current system primarily supports human operations, the long-term vision is to evolve this initiative into a Physical AI functionality. This future state aims for AI to understand operational scenarios comprehensively and relay judgments to robots, thereby facilitating autonomous tasks and human-robot collaborations.

In conclusion, the AI manufacturing operation support system opened the door for broader applications beyond instrument manufacturing. Industries such as furniture, building materials, quality inspection, equipment maintenance, and assembly processes that rely heavily on skilled labor are expected to benefit from this innovative solution. Uhuru is committed to championing the implementation of next-generation operational frameworks across various sectors, addressing the challenges of skills transfer and enhancing productivity.

About Uhuru Corporation

Founded with the vision of creating a sustainable society through technology and innovative thinking, Uhuru assists businesses and society in their digital transformation efforts. They provide comprehensive support from cloud service implementation to consulting and system development. With a commitment to delivering seamless solutions from edge to cloud, Uhuru not only drives the operational improvement of individual enterprises but also actively contributes to community and industrial DX initiatives, advocating standardization of data flows in smart city and supply chain projects. Their extensive research in IoT and blockchain underscores their dedication to pioneering advancements in this dual domain.