Trained, quality-controlled annotation teams from our vetted network — embedded on your pipeline, scaled to your volume.
Preference ranking, response rating, and reward-model data by annotators trained on your guidelines.
Model output review, error tagging, and structured evals run by teams who work with AI daily.
Text, image, and document labeling to your spec — with QA layers and inter-annotator agreement tracking.
Every annotator passes our skills, soft-skills, and AI fluency assessments before touching your data.