SEEHuman motion in context
DATA+ PHYSICAL AIHUMAN DATA INFRASTRUCTURE
Human action.
Machineunderstanding.
Real-world demonstrations, captured with clear rights and structured into physical episodes for robotics and autonomous systems.
Explore the system ↓HUMAN / DEMONSTRATION
ROBOT / APPLICATIONBottle twist logic transferred
ONE ACTIONONE TRACEABLE EPISODEMANY USES
AI BEYOND THE SCREENAI is moving
AI is moving
into the physical world.
Models that act in the world need to understand hands, objects, contact, state changes, sequence, and outcome.
UNDERSTANDContact and state change
ACTTask logic in execution
SHOW
THE TASK
THE DATA+ APPFrom real action
From real action
to a licensed episode.
ACTIVE FLOW / Discover
Find a task worth capturing.
Browse trend-led physical tasks with a clear goal and visible creator value.
9:41● ● ◼
Data+
#PrecisionPourSmall actions.
Useful data.@maya.chen · verified
Useful data.@maya.chen · verified
27↗•••
For YouTrendsEarn
LIVE PRODUCT SEQUENCEDiscover
PRODUCT FILM / 00:39The contributor loop,
The contributor loop,
in motion.
From a social trend to a rights-aware physical episode — and visible value when it is licensed.
AUTOPLAY / MUTEDDATA+ APP / MOBILE
A MACHINE-READABLE EPISODEHuman action,
Human action,
made legible.
HANDSWhere movement begins
OBJECTSWhat is being manipulated
CONTACTWhere intent meets matter
STATEWhat changed in the world
RIGHTSWho can use the episode
ONE TASK
TWO BODIES
HUMAN → ROBOTDemonstration becomes
Demonstration becomes
task logic.
The human demonstration defines the task. Robot application shows how that logic transfers into physical execution.
HUMANDEMONSTRATION
CAPTURE / VERIFIED
→Rotation · grip · release
ROBOTAPPLICATION
APPLICATION / SIMULATED
THE RIGHTS LAYERRights stay attached
Rights stay attached
to every episode.
Three records travel with the data from human capture to approved AI use.
EPISODE IDDP-CN-0842
● VERIFIED HUMAN CAPTUREContributor approved
The task and intended data use were accepted before capture.
VERIFIEDPermitted use is visible
AI training · non-exclusive · paid use recorded.
ATTACHEDThe episode stays traceable
Capture → processing → approval → licensed use.
TRACEABLEVALUE SHARE / INSIDE THE APPEvery paid use
Every paid use
leaves a record.
One rights-cleared episode can be licensed more than once. The app keeps the terms, each paid use and the creator's earnings visible together.
Open bottle
- Rights
- AI training · non-exclusive
- Contributor
- Verified
- Paid use
- $2.00
9:41● ● ◼
Data+
MC✓ New paid use · +$2.00
Open bottle28 paid uses$56 earned
Precision pour12 paid uses$24 earned
$♥
New licensed use
Open bottle episode
+$2.00DATA+ / ENTERPRISE PROGRAMSBuild the human data
Build the human data
your physical AI needs.
Custom programs for real-world tasks, structured capture, rights-aware processing and enterprise delivery.
TRUSTED HUMAN DATA INFRASTRUCTURE© 2026 DATA+