Built by an engineer with 15+ years of hands-on manufacturing experience, solving real safety and quality challenges.

Control Design Engineer / AI・IoT・DX / AI Consultant
Control design engineer at a major Japanese manufacturer with over 15 years of experience. Hands-on expertise in equipment design, process engineering, maintenance, and safety management. Led the establishment of an in-house IoT department, handling everything from requirements to implementation. Also works as an AI consultant, supporting companies with AI / generative-AI adoption and on-site DX.
* This site is a personal project unaffiliated with the author's employer. Views expressed are the author's own.
“Accelerate field decision-making — don't replace it.”
When deadlines and production pressures mount, safety and recurrence prevention are the final safeguard.
AI supports thinking frameworks, reducing blind spots while promoting learning.
Real implementation for understaffed operations matters more than comprehensive plans.
We believe every worker deserves to go home safe. WhyTrace Plus was built to give safety teams the AI-powered tools they need to prevent incidents, not just respond to them.
Operating GenbaCompass, a Japanese media platform covering manufacturing safety, quality management, and DX with over 540 published articles.
genbacompass.comEvery feature we build is guided by a single question: does this make workplaces safer?
We practice what we preach — constantly iterating, learning, and improving our platform.
Open communication, honest pricing, and clear data practices. No black boxes.
Safety tools should be available to everyone, from small shops to global enterprises.