How a custom task works
You send us a description of the job and what you want the model to learn from it. That can be a paragraph, a video from your phone, or a list of failure cases. We come back within fifteen minutes during business hours with questions, and within a few days with a written collection spec: the environment, the viewpoints, the episode length, the labels, and the volume.
Then we find the people. Our network of more than ten thousand workers across five countries covers most trades, and when it does not we recruit directly through the businesses that do the work. The footage is recorded during real shifts in real workplaces, not in a studio with actors.
Our hardware
We own and maintain our own capture kit: high quality phones mounted for a first-person view, head-mounted cameras for hands-free work, and fixed cameras for synchronized second and third angles. Every rig is calibrated before a shift and checked after it. If your model needs a particular field of view, frame rate, mount position, or a depth or audio stream, we configure the kit to that spec before we start, and we keep it the same for the whole run.
Your hardware
Some labs want data from their own sensors, their own glasses, or a prototype that has not shipped yet. Send the devices to us and we take it from there: receiving, inventory, charging, mounting on the right straps or fixtures, training the workers to wear them, running the shifts, offloading the data, and shipping the devices back. We follow your handling instructions and sign whatever confidentiality terms the hardware needs.
What you get back
The same as any catalog task. Episodes cut into steps, labeled in plain language, tagged for outcome, with hand, tool, and object tracking if you ask for it. Every batch passes quality control before it is written into your storage in your schema. Participants are consented and paid, and the footage is cleared for commercial model training.
If you are not sure whether a task is possible, ask. The answer is usually yes, and the sample is usually a few days away.