MOYU · FIRST TOUCH — A 30s FILM
It was just another task.
Until something landed.
Strength learned to be gentle.
PURPOSE OF MOYU
Hands that think.
Hands have always been the hard part. We're setting out to build the brain that runs them — vision, language, action, in one loop.
Make an appointmentOur mission is to give machines real hands — the judgment to know how hard to hold, and the sense to know what comes next.
1
vision-language-action model — the plan, end to end
2
arms to start with — Phase A, on paper
2–3 yr
to build one real thing, properly
SOTA
our target on narrow manipulation tasks
MOYU · Precision Manipulation
Meet the team
Grip that knows its own strength
It will be driven by data from real grasps — and a stubborn habit of doing one thing properly before starting the next.
Learn moreDexterity, taken seriously
Needle-fine control at the fingertip, not just payload at the wrist.
Learning in the loop
Every attempt feeds the next — no one-off calibration.
Research first
We publish what we can and ship what we trust.
On good terms with the physical world
WHAT WE'RE BUILDING TOWARD
PRECISION GRASPING ⊕ /
TASK PLANNING ⊕ /
CONTINUAL LEARNING ⊕ /
PRECISION GRASPING ⊕ /
TASK PLANNING ⊕ /
CONTINUAL LEARNING ⊕
The VLA Brain
Explore
The science behind the plan
Make an appointment
The route is simple to say — and hard to do: from real demonstrations, to a model that plans and moves.
Collect real demonstrations on the bench
Filter and label the data that matters
Pretrain the vision-language-action backbone
Fine-tune for fine motor control
Evaluate on narrow tasks, honestly
Deploy, watch, learn, repeat
Share what we learn in field notes
Our habits, our edge
Our advantages
Bench status
Phase A · on paper
Focus
Grasp · fine motor
Real tasksFine motor
One goal: a machine you'd trust with real work.
Our field notes are for anyone who wants to look under the hood.
Our team
Eason
Founder · Research & Engineering
Will build the brain, the bench, and everything between.
Eason
eason@moyulink.cn
You?
Robot Learning
We're small on purpose. If hands keep you up at night, write us.
Join us
eason@moyulink.cn
You?
Systems & Hardware
Two arms need steady infrastructure. Make the bench boring.
Join us
eason@moyulink.cn
You?
Data & Evaluation
Honest benchmarks beat pretty demos. Help us keep score.
Join us
eason@moyulink.cn
Our history
From shipping software end to end, to giving machines hands. Same habit: one real thing at a time.
Have a question?2024
Software years: shipping apps end to end, learning what real users forgive — and what they don’t.
202420252026
CONTACT US
MOYU LABORATORY
eason@moyulink.cnMOYU ROBOTICS · AI
moyulink.com