#Japan #Tokyo #Firefighting #Classmethod #Yamato Protec

Yamato Protec and Classmethod's Joint Research on Physical AI for Firefighting

Yamato Protec Co., Ltd., headquartered in Minato-ku, Tokyo, has teamed up with Classmethod Inc. to embark on an innovative joint research project focused on utilizing physical AI technology within firefighting and disaster response. This collaboration responds to the urgent need for enhanced safety and efficiency in fire scenarios amidst rising risks faced by first responders.

Addressing Modern Challenges in Firefighting

In recent years, achieving rapid response for both initial fire suppression and life-saving efforts at fire incidents has become increasingly critical. However, the inherent dangers surrounding firefighting operations continue to pose significant challenges. Additionally, societal issues, such as declining birth rates and an aging population, have led to a notable decrease in personnel available for fire and disaster response, further complicating effective management within existing personnel frameworks.

To overcome these challenges, the necessity for the integration of physical AI robots in firefighting support has gained traction. Societal implementation of new technologies is increasingly demanded to improve response capabilities. Furthermore, the Fire and Disaster Management Agency's publication of the 'Fire Technology Strategy Vision' in March 2026 emphasizes the significant role of AI and robotics technologies, marking them as key areas for development.

This experimental initiative aims to merge Yamato Protec’s on-ground insights with Classmethod's expertise in AI and robotics technology. The goal is to facilitate autonomously responsive firefighting support in environments that are otherwise hazardous for human firefighters, and to improve search and rescue operations during disasters.

Experimental Overview

The joint research comprises a series of experimental activities, including:

• - Utilizing quadrupedal robots for building exploration and thermal detection using thermal cameras.
• - Coordinating operations between quadrupedal and humanoid robots to guide activities in the field.
• - Testing the maneuverability of these robots in climbing stairs and traversing rough outdoor terrains.
• - Implementing integrated motion control trials from natural language processing to actual robotic movements through a robot learning platform.
• - Carrying out radiation tests in partnership with fire equipment integrated with quadrupedal robots.
• - Remote controlling humanoid robots from a unique AI agent platform developed and maintained by Yamato Protec.

Future Directions

Based on the outcomes of the current experiments, further demonstrations will be planned, focusing on integrating firefighting equipment with physical AI systems. This ongoing effort marks a critical stride toward the practical implementation of such technologies in fire and disaster response scenarios.

Industry Insight

Comments from Partners

Toshiki Tsuchiya, Planning Department, Yamato Protec
“The integration of our profound field knowledge as a comprehensive disaster prevention manufacturer with Physical AI and robotics has brought us a step closer to realizing new response methods in firefighting and disaster situations. The confirmation of our robot control through an in-house AI platform encourages us to continue researching and developing independent firefighting AI aimed at social implementation.”

Takaaki Tanaka, Team Manager, Classmethod
“The opportunity to validate Classmethod’s AI and robotics technology stack within the highly reliable domain of firefighting and disaster prevention is a significant milestone for industrial applications of Physical AI. Merging Yamato Protec's expertise with our technological advancements allows us to continue validating our methods toward autonomous solutions in hazardous environments.”

Company Overview

Company Name: Yamato Protec Co., Ltd.
Founded: January 17, 1918
Headquarters: 5-17-2 Shirokanedai, Minato-ku, Tokyo
Capital: 990 million yen
CEO: Hiroshi Oko
Business Activities: Design, construction supervision, maintenance management for firefighting systems, smoke alarms, evacuation guidance tools, pollution disaster prevention, plumbing, electrical work, building design, manufacturing and sales of firefighting equipment, security systems, and other related services.
Website: Yamato Protec
Affiliates: 8 domestic companies / 4 international companies
Employee Count: Yamato Protec: 381, Group Consolidated: 744 (as of January 1, 2026)
Sales: Yamato Protec: 35.99 billion yen, Group Consolidated: 39.92 billion yen
Operating Profit: Yamato Protec: 6.76 billion yen, Group Consolidated: 7.32 billion yen

Contact Information:
Yamato Protec Public Relations: Miyamoto, Ichikawa
Phone: 03-3446-7153
Email: [email protected]