Trainers
Frontline workers
Hotel, kitchen and warehouse staff wear the kit during shifts they already work.
- Paid for every hour that passes QA, above local rates
- Quality bonus on top
- Consent per session, right to withdraw
Physical AI data · United States
Telio Systems pays frontline workers to wear off-the-shelf capture kits during their normal shifts. Our pipeline turns what they do into labeled training data and ready-to-deploy skill models for many kinds of robot.
How it works
Five stages share one data engine. Each stage plays on its own; pick a stage to look closer.
Stage 1 of 5
A head-mounted 4K camera, an Android phone and six Bluetooth motion sensors, worn during a normal shift. It is about $1,110 of off-the-shelf hardware per kit, with data gloves added for fine hand work.
What we deliver
Every accepted hour climbs the same ladder. Robot teams buy at the level they need, from synced footage to a skill their robot can run.
Tier A
Head video, phone video and motion on one clock, quality-checked and tagged by activity.
Tier B
Tier A plus sub-task segments, language descriptions, and 3D body and hand pose.
Tier C
Trajectories retargeted to a robot's joints and replayed in simulation.
Skill models
A validated skill packaged for a robot type, delivered as a ROS 2 package, ONNX / TensorRT or vendor SDK.
A customer's own tasks and environments, recorded to order and priced per usable hour by tier.
Non-exclusive access to the growing categorized library, by subscription.
A licence per skill and robot type, plus a monthly fee per deployed robot.
Robot makers and large employers run the kit and app on their own staff, as a service.
The kit
We buy consumer parts instead of building rigs, so the fleet gets cheaper and better every year without hardware R&D.
| Component | Qty | Price |
|---|---|---|
| Head-mounted 4K action camera and strapWhat the worker sees | 1 | $380 |
| Android phoneData hub and second camera | 1 | $280 |
| 9-axis Bluetooth IMU sensor bandsHow the body moves, 100 samples a second | 6 | $330 |
| Chest mount, power bank, case and sparesComfortable for a full shift | 1 set | $120 |
| Core kit | $1,110 | |
| Data gloves, pair (optional)Finger joints and grip for dexterous tasks | 1 | +$2,045 |
Network
Three groups make the data engine work, and each one gets something it wants.
Trainers
Hotel, kitchen and warehouse staff wear the kit during shifts they already work.
Workplaces
Hotels, kitchens, warehouses and facilities host recording with clear rules.
Robot teams
Humanoid makers, robot foundation-model labs, integrators and large employers.
Contact
For pilot sites, customer programs, partnerships or more information about the platform.