Data Labeling
Human-in-the-loop queues with active learning prioritization
Open items
5,642
Labeled today
1,204
Reviewers online
40
Avg agreement
94%
High
Radiology — chest x-ray triage
Assigned
12
Pending
1842
Agree
94%
Medium
Claims — intent classification
Assigned
6
Pending
512
Agree
97%
High
Voice — RLHF preference pairs
Assigned
18
Pending
3204
Agree
89%
Low
KYC — document redaction QA
Assigned
4
Pending
84
Agree
99%
Active task · Radiology chest x-ray
Sample 1,842 of 3,204 · reviewer: anna.weiss
DICOM · 512×512 · CR
image preview redacted — HIPAA
Prediction (model-assisted)
Class: pneumothorax · 0.87
Label
Second reviewer required · agreement threshold 0.90