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Retrospective Template

AI Trust & Safety Check

Surface whether people can disclose AI use, where quality risks hide, and which team agreements are missing.

4 columns
AI at Work
1 min read
AI trust, psychological safety, HR

The AI Trust & Safety Check helps teams discuss the human conditions that determine whether responsible AI use is possible. If people hide usage, quality concerns, or mistakes, leaders lose the signals needed to improve the system.

Create honest team agreements

Ask where people feel safe sharing AI use, where trust breaks down, which quality or privacy risks appear, and what agreements would make responsible work easier. Anonymous input can surface gaps that a policy announcement will miss.

End with a short team agreement: what must be disclosed, which data must not enter a tool, when human review is mandatory, how incidents are escalated, and how the team learns without blame.

How to facilitate

  1. 1
    Make disclosure safe. Do not ask for honesty and then punish the first person who names a mistake.
  2. 2
    Discuss concrete scenarios. Use recent tasks, not abstract ethics language.
  3. 3
    Separate learning from misconduct. Define clear red lines while preserving room to report ordinary failures.
  4. 4
    Write four usable rules. A short team agreement beats a policy nobody can apply.

When to use this template

Use this check after introducing an AI policy, when usage is hidden, after a quality or privacy incident, or when managers and employees have different expectations about acceptable AI use.

Template Columns

Column structure and prompts for your retrospective

Safe to share

Items for Safe to share

Trust gaps

Items for Trust gaps

Quality or privacy risks

Items for Quality or privacy risks

Team agreements

Items for Team agreements