New or emergent stakeholder cohorts should participate in system monitoring and retraining. Stakeholders should be involved in a final review and sign-off, particularly if their input propelled significant changes in design or development processes. After validation, teams should obtain informed consent on the developed product features from impacted stakeholders, to track and respond to the system’s impact on different communities.
When the AI system will have a direct impact on citizens then public communication regarding possible impacts on lives or services should occur. Announcements should be presented in multiple languages via a range of media to reach the widest possible audience.