SUBARU Adopts 'Eureka AI Vision System' for Picking Robot Vision in Next-Generation Factories

Eureka Robotics announced that its 'Eureka AI Vision System' has been adopted by SUBARU Corporation as the robot vision solution for picking processes in the next-generation factory initiative promoted by the automaker.

The system features 'masterless picking,' allowing it to recognize and pick unknown workpieces without prior training or annotation, making it ideal for automating processes that handle a wide variety of parts.

Pilot deployment began at the SUBARU Oizumi Plant in April 2026. Following validation, the company aims to integrate the system into full production lines within the current fiscal year and expand it to future next-generation factory sites.

Background and Challenges of Conventional AI Picking SUBARU is promoting the labor-saving and automation of processes company-wide to address labor shortages. While the picking process is suitable for automation, conventional AI-based picking systems require image registration for each target part, as well as annotation and re-training for every part modification or addition. This imposes massive operational costs on processes handling diverse parts or frequent product changeovers.

Eureka’s Approach: Masterless Picking The Eureka AI Vision System enables picking without requiring user-side part registration or annotation. In the automotive industry, model changes occur roughly every two years, accompanied by component changes. Conventional systems required significant time for image pre-registration and AI re-training for each minor change.

The Eureka AI Vision System is a solution that eliminates this 're-training overhead.'

Why Eureka Was Selected - Design premised on diverse, unknown workpieces. - Substantial reduction in startup labor through 'training-less' technology. - Flexible scalability for future increases in product variety.

Taku Miyairi, Executive Officer at SUBARU, stated, 'Eureka’s masterless picking is a breakthrough technology that fundamentally resolves our challenges. We also trust their development structure, which accompanies our needs with the speed and flexibility unique to a venture firm.'

Hironori Ishimaru, Managing Director at Eureka Robotics, commented, 'We have confirmed that our technology can provide high value in manufacturing. SUBARU’s evaluation and adoption of our advanced technology is a great source of confidence and encouragement for us.'