The new standard to train physical AI.
The new standard to train physical AI.
Confidential · 01
Product
Ground truth used to need a lab.
360° is designed to record real work at lab quality where it happens: in kitchens, workshops, warehouses and on shop floors.
Confidential · 02
Product
A headset designed to record how work is really done.
Worn like headphones. The work goes on as usual, and a robot can learn it from the recording.
Confidential · 03
Product
Designed to record all around.
At lab quality, anywhere, with one device. In the plan, every wearer earns.
Drag to turn
0°
Product
Designed to record all around.
At lab quality, anywhere, with one device. In the plan, every wearer earns.
Drag to turn
0°
Confidential · 04
Product
It sees the hands, the tools and the room.
Eight cameras, four microphones and a beacon that sends the time pulse.
- 4 context cameras
- 1 to 4 · the whole room
- 4 stereo cameras
- 5 to 8 · depth at the hands
- 4 microphones
- what is said
- Beacon
- time pulse · one clock
Confidential · 05
Product
Wherever work is done.
Homes, workshops, warehouses, assembly lines and care homes. The context cameras are designed to see the whole room around the wearer.
Drag to look around
Confidential · 06
Product
One press starts. One press stops.
The ring light is designed to show everyone in the room that it is recording. The privacy button is designed to cut power to the cameras and to disconnect the microphones from storage.
Product
One press starts. One press stops.
The ring light is designed to show everyone in the room that it is recording. The privacy button is designed to cut power to the cameras and to disconnect the microphones from storage.
Confidential · 07
Product
Records on the head. Computes later.
4 TB inside and no live upload. Each session is processed afterwards, first on a computer at home, then on servers in Switzerland.
Drag to look inside
Product
Records on the head. Computes later.
4 TB inside and no live upload. Each session is processed afterwards, first on a computer at home, then on servers in Switzerland.
Drag to look inside
Confidential · 08
The bottleneck
“In the case of humanoid robots, the imitation information is really hard to collect.”
Jensen Huang, founder and CEO of NVIDIA, keynote at CES 2025
Reported by Fox Business, 7 January 2025.
Confidential · 09
Drag the line
Drag the line
Product
Hands, motion and structure, frame by frame.
What 360° records becomes something a robot can learn from: where the hands are, how they move, and the shape of the room around them.
Confidential · 10
Data
Every moment, twelve layers deep.
Pressed together, they show one moment of work. Pulled apart, each layer is a signal a model can learn from, and each says how it was made. One moment cuts through all of them at once.
Confidential · 11
Data
One session. Twelve layers. One clock.
Views and depth, hands and objects in 3D, force and slip, labeled actions with their intent and outcome, mistakes included. On one clock, with the rights attached.
One moment, all twelve layers
00:14:09.00
Time and driftbeacon pulse
Beacon pulse 849, drift corrected
Video all around4 context cameras
4 views of the kitchen, calibrated
Depth at the hands2 stereo pairs
Right hand 38 cm, left 41 cm
Sound and speech4 microphones
“I cut them thin, so they cook evenly.”
Head and room
Looking down at the board
Hands in 3D21 points per hand
Right grips the knife, left holds the carrot
Objects in 3D
Knife in the right hand, carrot on the board
Force and slip
Grip 12 N on the knife, no slip
Actions
Cut the carrot into slices, step 2 of 5
Intent
Soup for four. Thin slices, so they cook evenly
Outcome
In progress
Rights passport
Training and commercial use allowed, faces blurred
One moment, all twelve layers
00:14:09.00
Time and driftbeacon pulse
Beacon pulse 849, drift corrected
Video all around4 context cameras
4 views of the kitchen, calibrated
Depth at the hands2 stereo pairs
Right hand 38 cm, left 41 cm
Sound and speech4 microphones
“I cut them thin, so they cook evenly.”
Head and room
Looking down at the board
Hands in 3D21 points per hand
Right grips the knife, left holds the carrot
Objects in 3D
Knife in the right hand, carrot on the board
Force and slip
Grip 12 N on the knife, no slip
Actions
Cut the carrot into slices, step 2 of 5
Intent
Soup for four. Thin slices, so they cook evenly
Outcome
In progress
Rights passport
Training and commercial use allowed, faces blurred
Confidential · 12
Product
Every part has one job.
The right ear cup pulled apart along its axis, and five parts on their own.
Confidential · 13
Product
Several headsets. One clock.
A clip-on beacon puts every device in the room on the same time base. Work is rarely done alone.
Confidential · 14
Product
The wearer stays in control.
Every session is reviewed before it counts. Rooms can be blocked. The app shows what was approved and why.
Confidential · 15
Product
Every hour carries its rights.
Who recorded it, for which use, for whom and for how long. The wearer chooses each use. The plan sells training licenses. A transfer would hand over the data itself. The passport travels with the data.
What the law asks
- “… data collection processes and the origin of data, and in the case of personal data, the original purpose of the data collection”
- EU AI Act, Art. 10(2)(b): data governance for high-risk AI systems
- “… a sufficiently detailed summary about the content used for training of the general-purpose AI model …”
- EU AI Act, Art. 53(1)(d): a duty of model providers since 2 August 2025
- “The data subject shall have the right to withdraw his or her consent at any time.”
- GDPR, Art. 7(3)
The passport is designed to answer this for every hour.
Confidential · 16
Product
One recording, three uses.
Labs train their models on it. Companies use it to improve how they work and to pass on what their experts know. A company keeps its recordings in-house or sells them.
Training data for AI
AI labs and robot makers license approved hours to train and test models for physical work.
Process optimization
Companies see how a task is really done, step by step, and where time is lost. No monitoring of individual performance.
Knowledge transfer
An expert does the job once and explains it. The recording becomes instructions and training for the next person.
Confidential · 17
One headset in the plan
One recording day.
Three sessions at home, 3.57 hours on the head. After review, 2.75 hours are approved and count. The plan assumes 175 recording days a year.
Confidential · 18
One headset in the plan
A USD 700 headset pays for itself in under a week of recording.
USD 110,000 a year
revenue per headset, for three years of recording, with three licenses per hour.
Calculation: each approved hour leaves USD 41 toward the device (80 % sold at USD 95, less USD 5 wearer share at the sale, USD 15 wearer pay and USD 16 processing). USD 671 ÷ USD 41 = 16.4 approved hours = 6 recording days of 2.75 approved hours. At 175 recording days a year that is about two calendar weeks; buyers pay within 10 days, so the device is paid back in cash in month 2. Revenue: 175 recording days × 2.75 approved hours × 80 % sold = 385 sold hours a year, each sold at USD 95 and licensed three times at USD 65 = USD 111,650 a year, USD 334,950 over three years, paid through month 55. From first sales alone, USD 36,575 a year. The plan counts 36 months of recording per headset. Production cost: target USD 671 for 360° Single without beacon at orders of 2,500 units; parts today USD 1,770 at 1,000 units. Stress: at USD 65 instead of 95, 15 days; at today’s parts cost, 16 days; a pilot device at about USD 3,000, 27 days. Plan model, not a forecast.
Confidential · 19
One headset in the plan
Paid back in month 2.
Contribution before company overhead, added up month by month. The headset records for 36 months; licenses are paid until month 55.
Confidential · 20
Why now
“The ChatGPT moment for general robotics is just around the corner.”
Jensen Huang, founder and CEO of NVIDIA, keynote at CES 2025
Reported by CES, 7 January 2025.
Confidential · 21
Seed 1
Seed 1 is open.
For a limited number of personally selected investors. Market, business, plan, team and terms follow in Seed 1.
Human experience. Ground truth for AI.
Confidential · 22
Seed · Confidential
For invited investors.
Market, business, plan, team and the terms of the round. Log in with your access code, or ask for one.
Tell us who you are. Your request goes to the founder by email or on WhatsApp.