13 Patents
7 GRANTED PATENTS + 6 PENDING PATENTS
SURFACE EMG · NEURAL INPUT
12+ yrs
SURFACE EMG R&D
WEARABLE DEVICES LTD.
6
SWIPED DEVICES
CONSUMER - PROVEN HARDWARE
The Challenges
What cameras miss EMG captures
Training robotics’ dexterous hand manipulation is hard! By now it is captured with computer vision only - egocentric and palm cameras which suffer from:
01
Self-occlusion
Tools, hands, and equipment frequently block camera views during real-world tasks, causing critical loss of tracking data.
02
Reflections
Fingers hide fingers. A closed grip is the most common hand state and the least observable one.
03
Dark scenes
No camera measures newtons. Grip, pressure and effort simply are not in the frame at any resolution.
04
Fast motion
Vision can only register a movement once it exists. The command that caused it has already happened.
COST 01
You pay full price for partial data
An hour of camera-only capture costs the same operator time, the same annotation and the same QA as a fused hour. It arrives missing critical manipulation info and suffers from diminishing returns.
COST 02
Recollection means paying twice
The subjects, the sites, the protocol and the annotation all run again. The second pass costs what the first one did — and the calendar you spend on it is not recoverable either.
COST 03
The fleets are training now
Humanoid robots are shipping to homes throughout 2026 and learning from human demonstration. Nobody re-runs last year's dataset. Whatever gets recorded now is what those policies learn from.
Our Hardware
Mudra Ultimate is our research-grade capture band at the core of every partnership. Mudra Pro is a cost effective solution for Academia and exploration.
3 EMG channels · launched May 2026
Mudra Pro
The production band. Cable and on-device SD capture, consumer-proven durability, already running in AI and XR programs.
8 EMG channels · research grade
Mudra Ultimate
Full forearm coverage for spatial decomposition, WiFi streaming, multi-sensor synchronisation out of the box. The band at the centre of every research partnership.
Two ways to partner
with us.
FOR PHYSICAL-AI COMPANIES
Add the wearable layer to your data program
You are already paying for annotated human recordings. Adding pose, force and intent labels that cameras cannot produce makes each hour of that dataset materially more valuable - we synchronize the capture alongside your existing stack rather than replacing it, via LSL.
FOR RESEARCH LABS
Mudra as a research kit
Mudra Pro and Ultimate as instruments for academic groups working on manipulation, prosthetics, HCI and neuromotor interfaces. Publications and benchmarks from independent labs are worth more to this field than anything we could claim ourselves.
STEP 1
Scope
One call to define the task, the modalities and what “better” looks like measurably. We'll tell you if we're the wrong tool.
STEP 2
Pilot
A bounded recording - tight protocol, small subject count, synchronised to your streams. You train on it and we both read the result.
STEP 3
Scale
If the pilot moves the metric, we scale subjects, sites and session hours, and hand over the tooling to run it yourselves.
Join us in building the
human layer of physical Ai.
If your model needs the hand and your cameras keep losing it, the conversation is the same one. Share with us the task and the failure case.
