Scenario: A marketing team uses generative AI to draft job ads.

Risk: The tool introduces biased language.

Fix:

  • Team logs examples and their edits

  • Flags the issue to compliance

  • Adds checklist to documentation for inclusive wording

Result: Smarter prompts, more inclusive output, and a review trail.