The outcome

Select and revise the strongest draft through an explicit rubric and independent verification.

Step by step

A workflow you can repeat.

  1. 01

    Create a sanitized brief with audience, purpose, required facts, tone, length, prohibited claims, and a scoring rubric.

  2. 02

    Choose a small approved model set and confirm costs, provider data terms, model versions, and whether the content may leave your organization's boundary.

  3. 03

    Run the identical brief once per model without cross-feeding outputs, then label every result with its model and generation date.

  4. 04

    Score factuality, completeness, clarity, tone, originality, safety, citations, and compliance, checking all material claims against primary sources.

  5. 05

    Synthesize manually, document why elements were chosen, run a final human edit and plagiarism review, and retain only the minimum necessary history.

Working standard

What good use looks like.

  • Sanitize before multi-model routing.
  • Use the same rubric for every model.
  • Consensus is not verification.

Official references

Check the current product documentation.