Mass Employment pays people for their perspectives, and credits them for their real-world context on their content which data labs can't get anywhere else.
Mass Employment is building a consent-first way for people to get paid and credited for the real-world context AI and robotics systems cannot obtain from the public web. Private files stay on your device until you approve a specific use.
Try it with one folder. Nothing leaves your computer.
How it works in four sentences
Your files stay put
Your files stay on your device.
Buyers fund first
Buyers fund a specific call before anyone looks.
You decide, act by act
You choose whether to look, offer and deliver, act by act.
You keep the credit
Delivery goes to the buyer's own storage, and you keep the credit and the record.
What is true today
Where we are: designing the first calls with one buyer. No open market exists yet, and we will not say it does.
Everyone deserves credit for their content and a meaningful income source. We are building toward that; today we are testing whether one funded call works end to end.
The one number
Scale AI reported about 870 million dollars of revenue in 2024, almost all of it paid for human-generated and human-labeled data.
Source: Scale AI reporting, as recorded in the price check table of the requirements package, checked 28 August 2026. This is somebody else’s number, not ours. We have none of our own yet.
What we will not say
- We will not say buyers post and fill calls in days until a repeated call class has done so.
- We will not promise available work until a funded call exists.
- We will not publish earnings medians until at least 50 people have been paid, and we will never single out the best paid person.
- Anything marked “Not built yet” is a plan, not a feature.