How it works

A managed process on both sides of the work.

Clients get a scoped project with a pilot and reviewed batches. Annotators get tested, trained and paid for approved work.

Every project starts with a scoped pilot. Production only begins once you've approved the results.

Tell us about your data, the labels you need, volume and deadline.

We agree guidelines, a label schema, a quote and an accuracy target.

A paid pilot of 500–1,000 items with 100% review, so you can check quality first.

Work runs in batches. Every task goes through Attempt, Review and Final Review, with hidden test items mixed in.

Each batch arrives with a quality report. Accept it or raise a dispute within 7 days.

Task levels

Every task passes three levels before it counts.

Attempt, Review and Final Review. Only tasks approved at Final Review are paid to the annotator and delivered to you.

Level 1Annotator
Attempt
Labels the item to the project guidelines and label schema.
Level 2Reviewer
Review
Checks the work, then approves it, corrects it, or sends it back with a reason.
Level 3Final reviewer
Final Review
Signs the task off. Only finally approved tasks are paid and delivered.

What you receive

Accuracy on hidden test items, against the target agreed in your quote. You have 7 days to accept the batch or raise a dispute.

Batch 07 · quality reportExample

Accuracy on hidden test items

96.4%

Target 95%

Ready for your acceptance · 7-day review window