AI labs needed trainers and labelers fast, vetted, and paid reliably in whatever country they happened to be in. Freelance boards weren't built for screening at this depth, and spreadsheets couldn't keep a job feed, proposals and payouts in sync.
The freelancers doing the actual work were often in the field with unreliable connectivity — capturing photo, video and audio that had to survive a dropped connection and sync automatically the moment signal came back.
Employers post jobs, freelancers propose, both sides see status live.
Structured async interviews built into the application flow.
Funds held in escrow, released on approval, paid out globally.
Photo, video and audio capture queues on-device with no signal.
Queued captures upload automatically the moment signal returns.
Employer and freelancer chat, in-app, with delivery receipts.
