Use case
Expert Adjudication for AI Evaluation
Expert adjudication is senior review that resolves disagreement between qualified reviewers and produces a final accepted label or score. It turns conflict into a standard instead of averaging it away.
We are not a freelancer marketplace or traditional staffing company.
What is expert adjudication for ai evaluation
Expert adjudication is senior review that resolves disagreement between qualified reviewers and produces a final accepted label or score. It turns conflict into a standard instead of averaging it away.
The problem this use case solves
If you keep only easy-agreement items, you measure the easy part of the product. If you force agreement with a vague preference rule, you hide domain errors.
Work experts can run
- Documented disagreement intake
- Senior or more specialized resolution
- Reason codes that can change the rubric
- Gold-label creation from adjudicated items
- Feedback to original reviewers
Common mistakes
- A third rater from the same pool with no extra context
- Silent majority vote on professional disputes
- Never feeding decisions back into the guide
Need this capacity for a live program?
Share the profession, specialty, experience, location, headcount, hours, duration, and project description. We assemble the expert capacity.
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