Learned, not programmed.
A robot should pick up a task the way people do: by seeing it done well, not by being told every move.
Physical AI for Industry
MSMD Robotics is building physical AI that learns real work from the people who do it, and takes robots out of the lab and into industry.
Thesis
Every industry runs on skilled hands.
Skilled hands are getting harder to find.
Robots can learn the work by watching it done well.
We make that happen outside the lab.
Platform
We capture real work one task at a time and turn each task into a robot skill: reliable, reusable and simple to use. Together they become a growing toolbox, run from one platform.
People do the task. We record how it's really done.
Each task becomes a skill, trained and tested until it holds up.
Skills link up into whole jobs, on whichever robot fits.
Principles
A robot should pick up a task the way people do: by seeing it done well, not by being told every move.
Not for demos. For variation, noise, wear and long shifts, where reliability is the only thing that counts.
Robots and models get better every year. We build to work with whichever comes out ahead.
Supported by
Careers
We're looking for a few exceptional engineers to build physical AI from the ground up.
Contact