Invited US pilot. No paid work is open yet. The demo runs on your device.
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.
Your files stay on your device. You choose what to list, what to answer, and on what terms.
Buyers: describe a data gapPrivate browser demo
- Choose one folder in a supported browser.
- Build a private index on this device.
- Leave without creating an account.
Paid work appears only when a verified buyer funds a call.
Where things stay and where they go
Stays on your device
- Your files
- File names and paths
- Previews and private notes
- The vault itself
Crosses only when you choose
- Coarse facts about files you list
- Fingerprints that recognize copies
- Signed offers and receipts
Only if you turn listing on. Turning it off deletes it.
Goes straight to the buyer
- One encrypted unit, after you accept its license
- From your device to the buyer’s own storage
- We never hold it or its key
Diagram with three columns: your device, Mass Employment, and the buyer. Your files stay in the first column. Coarse facts cross to the second column only when you choose. An encrypted unit goes from the first column to the third and never passes through the second.
How it works
- Your files stay putYour files stay on your device.
- Buyers fund firstBuyers fund a specific call before anyone looks.
- You decide, act by actYou choose whether to look, offer and deliver, act by act.
- You keep the creditDelivery goes to the buyer's own storage, and you keep the credit and the record.
What is true today
Today you can try the private folder demo in your browser. The paid workflow stays closed until a buyer funds a call and the release evidence exists.
We want people to get credit for their content and to be paid fairly for it. The pilot proves each funded call end to end before the service opens further.
The one number
About 870 million dollars
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, checked 28 August 2026. 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.
- Every unavailable action names the exact setup or evidence it still needs.
Hear when there is paid work
There is no work available yet. When a buyer funds a call in a channel you named, we may invite you. We will never sell or share this list.
Or try a folder first