# Egocentric and robotics video

URL: https://aidataforsale.com/data/egocentric-and-robotics-video
Publisher: AI Data For Sale (Marketing Signals Ltd)
Updated: 2026-11-10

Source first-person and robotics video for physical AI: hands-on task footage, wearable camera data and teleoperation recordings with consent and labels.

## Summary

- Robotics and physical AI teams need first-person video of people doing real tasks with their hands.
- Footage from fixed workplace cameras, wearables and teleoperation sessions is rarely available online, which makes it valuable.
- Task labels, such as which step of a procedure is happening, raise the value sharply.
- Workplace footage needs worker consent and removal of anything that identifies customers or bystanders.

## Specification

| Field | Detail |
| --- | --- |
| What it is | First-person (egocentric) video, workplace task footage, robot teleoperation recordings and sensor-synchronized video. |
| Measured in | Hours of footage, task categories, number of distinct operators and environments. |
| Who buys | Robotics companies, humanoid and manipulation model builders, physical AI labs. |
| Where it comes from | Manufacturers, kitchens, warehouses, trades and training providers, research labs and wearable camera programs. |
| Rights to clear | Employee consent and notices, union agreements, client site permissions and safety footage policies. |
| Privacy | Faces of workers and bystanders, screens and documents in frame, customer premises. |
| Pricing signal | Priced deal by deal. Labeled, multi-environment footage commands the most. |

## Why this data is scarce

Language models could learn from the web. Robots cannot: there is very little online video showing, from the doer's point of view, how a skilled person assembles, cooks, repairs or packs something. Teams building manipulation and humanoid models are therefore buying footage directly from businesses where skilled hand work happens every day.

## What buyers value

- First-person or close over-the-shoulder views of hands and tools
- Many operators and many environments, not one person at one bench
- Task and step labels, including failures and corrections
- Synchronized sensor data where available (depth, IMU, force)
- Consistent capture settings

## Consent and workplace issues

Recording workers for a third party's model training is different from recording them for safety or quality. Workers should be told what is being collected and why, and many deals include payment or opt-in. Union agreements may require bargaining. Faces, name badges, screens and customer premises usually need to be excluded or blurred.

## Starting small

Many buyers fund a pilot: a few dozen hours across defined tasks, to test whether the footage improves their models before a larger collection. That is often the best route for a business with skilled operators but no existing archive.

## Questions

### We don't have footage yet. Can we still sell?

Yes. Some buyers fund new collection at your site under a defined protocol. That is a services agreement as well as a data license.

### Do workers have to agree?

Buyers expect informed consent from anyone recorded, and many programs pay participants. Check union and employment obligations first.

### Is CCTV footage useful?

Usually less so. Fixed overhead cameras rarely show hand detail, and they raise more privacy issues. Close task footage is what buyers want.

## Next steps

- [Request this data](https://aidataforsale.com/request-data)
- [License data like this](https://aidataforsale.com/list-your-data)

## Sources

- [Illinois General Assembly: Biometric Information Privacy Act (740 ILCS 14)](https://ilga.gov/legislation/ilcs/ilcs3.asp?ActID=3004)