01
First-person perspective
Record tool use, hand movements, and task progression from the worker's perspective.
REAL-WORLD SKILL DATA FOR GENERAL-PURPOSE ROBOTS
RoboSkill
Human skills
ready for robots
We capture and annotate how skilled people work, building a human skill database for general-purpose robotics. Each recording connects practical techniques with the tools, context, and decisions that make them effective.
Complete, real work processes, recorded with authorization. Never staged or simulated.
We're continually connecting with skilled workers and recording their everyday work.
Assembly and problem-solvingInstruction error identified and correctedFirst-person + auxiliary view
Scroll to learn how real-world expertise becomes robotics-ready data ↓
THE OPPORTUNITY
Robots need more
than actions.
They need know-how
Real expertise is adaptive. Skilled people respond to objects, materials, tools, and changing conditions. They notice errors, use visual and sound cues, and verify the result, not just the motion.
We don't just capture what people do.We capture why it works and when it changes.
OUR DATA APPROACH
Capture work as it
really happens
02
Auxiliary views
Add spatial context with complementary views of posture, workstations, objects, and environment.
03
Skill context
Record the work description, the tools and materials used, and their types, models, and other relevant background details.
04
Skill annotation
Annotate distinctive techniques across skill levels, with context on how and when they are used.
Authorized capture→Multi-view recording→Skill annotation→Robotics-ready data
PILOT COLLECTION
A closer look at
human expertise
We identify and annotate the subtle techniques skilled workers use in real workplaces, captured with their authorization.
01
Tap to release
Fried rice
A quick tap clears the wok cleanly.
02
Sound-based state checking
Checking empty containers
A quick shake lets me hear whether the container is empty.
03
Soft-object positioning
Fitting a pillowcase
A quick pinch helps position the pillow neatly inside the case.
Public previews are excerpts from complete, authorized recordings of real work.
● All public-facing footage is subject to documented authorization and privacy review.
SKILLS IN FOCUS
Small techniques.
Real-world impact
One distinctive skill at a time. We will gradually reveal new, authorized examples from complete work processes.
SKILL 05
Glass cleaning
Faster. Cleaner.
06
Coming next
07
Coming next
08
Coming next
WHO WE WORK WITH
Built for robotics teams
working in the real world
Robotics companies
Explore authorized human skill data designed around real tasks, environments, and operational context.
Discuss a data partnership ↗Research institutions
Study human skill, task understanding, behavior modeling, and human-robot collaboration from responsible real-world recordings.
Explore research collaboration ↗TRUST & AUTHORIZATION
Trust is part of the
dataset
Meaningful skill data must be collected responsibly. Our public principles make that commitment clear.
Review our principles ↓01Informed and documented authorization
We document each worker's authorization before recording, including the agreed compensation and permitted uses.
02Privacy-aware capture and processing
Faces, voices, and other sensitive personal information are blurred, removed, or otherwise processed to reduce privacy risk before data is shared or used.
03Clear boundaries for data use
Data is used only within the scope described in the authorization record. Footage shown on this website has received additional authorization for promotional use.
04Traceable data management
Each collection is linked to authorization information, collection time and location, and relevant tools and materials, supporting responsible tracking and management.
LET'S WORK TOGETHER
Let's help robots learn
from real human skill
Tell us about the tasks, work environments, and skills your team wants to explore. We'll use your request to shape future authorized collections.
WhatsApp+60 111 6393 077 ↗
Office157G, Jalan Rodat 1/KU5,
Bandar Bukit Raja, 41050 Klang,
Selangor, Malaysia