Physical AI × Robot Workers
Physical AI, Ready to Ship.
Our physical AI package “Muso-roid” combines robot foundation models (VLA) with force control to automate non-standard light on-site tasks — picking, kitting, and more.
Toward a society where everyone can find fulfillment. Let robots take on simple, repetitive work, so people reclaim the work of thinking and creating.
Three reasons it works from day one
Learns fast, works now
Robot foundation models and imitation learning pick up new tasks in a short time. Because we fine-tune Muso Action's own industry-specific base models, there's no need to teach from scratch.
No teaching required
Just direct changing tasks with text or voice — no re-teaching by specialist engineers.
Subscription model
No large upfront investment. Start monthly and deploy on site in the shortest time.
Focus areas
Manufacturing, logistics, retail. We bring intelligent, moving robots to workplaces that have relied on human hands.
Manufacturing
Kitting (parts picking), in-house transport, boxing, and more
Logistics
Picking, sorting, sorter induction, and more
Retail
Stocking, shelving, replenishment operations, and more
Want to test whether robots can solve your site's challenges?
From joint trials and partnership inquiries to demo visits — feel free to reach out.
Get in touch