service / MENA · AFRICA

When the task is specialized, the reviewer must be too.

Match demonstrations, annotations and evaluations to people with verifiable domain knowledge and a task-specific rubric.

01Expert fit

Verify competence for the exact judgment.

Job title alone does not establish task fit. Define required knowledge, evidence and calibration before work begins.

Use cases

  • Expert demonstrations
  • Specialist annotation
  • Technical evaluation
  • Reasoning and workflow review

Typical deliverables

  • Expert profile requirements
  • Task and rubric design
  • Structured expert outputs
  • Review and adjudication
  • Provenance record

Tell us what your model needs to understand.

Discuss a Data Program