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Quality Assurance

Same conversation, same score.

Calibration sessions get your reviewers scoring edge cases the same way, so a difference in a score means a difference in the conversation rather than in who reviewed it.

Quality Assurance
A calibration session comparing reviewer scores

Sessions

Disagreement, surfaced and settled.

Run a conversation past multiple reviewers, compare where they diverged, and agree what the criterion actually means. The outcome updates the rubric rather than living in someone’s memory.

  • Reviewer drift visible instead of invisible
  • Edge cases resolved into the criteria
  • New reviewers onboarded against an agreed standard
Sessions
A calibration session comparing reviewer scores

FAQ

Frequently asked questions

Does AutoPilot need calibrating?

No. It interprets the rubric identically every time, which is the point. Calibration is for the human reviewers who work alongside it.

How often should we calibrate?

Most teams run a session monthly, and whenever a standard changes materially.

Find out how far apart your reviewers are

We will run the same conversations past your team and show you where the scores diverge.

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