AI human QA

Human review for AI data cleanup

Hire humans for small data labeling, spreadsheet cleanup, ambiguous row review, and dataset QA.

Request managed AI QA

What to ask a reviewer

  • Label ambiguous rows or examples
  • Deduplicate messy spreadsheets
  • Normalize categories and tags
  • Flag edge cases for later automation
  • Return clean data plus uncertainty notes

Good deliverable

A short report with pass/fail notes, specific issues, source links or screenshots, and a prioritized correction list. Keep the task bounded so approval is straightforward.

Suggested prompt for your job post

Please review this AI-generated output against the provided source material. Mark anything incorrect, unsupported, unclear, risky, or missing context. Return a concise issue list and recommended corrections.