Assess impacts on non-users alongside direct customer: What does the contrast most directly indicate?
Reported effects on representatives and family members show why affected non-users belong in the impact assessment.
The question
A customer-service assistant reduces waiting time for account holders, while family members and authorized representatives report that automated summaries mischaracterize interactions they did not initiate. Accuracy testing, privacy review, oversight, and complaint handling are satisfied. What does the contrast most directly indicate?
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- Optimize response speed because direct users report satisfaction.Direct-user satisfaction does not resolve potential harms experienced by people affected by outputs without operating the assistant themselves.
- Limit evaluation to customers who interact with the assistant.Restricting evaluation would omit reported impacts on representatives and family members connected to the service context.
- Replace the assistant with human service for every account interaction.Replacement may be considered later, but the evidence first establishes a need to assess non-user impacts, not an automatic replacement decision.
- Assess impacts on non-users alongside direct customer outcomes. ✓The evidence shows that people outside direct interaction can experience consequences, requiring their impacts in contextual assessment.
The trap
Separate direct users from everyone whose opportunities, treatment, or information may be affected. How to remember it
Reported effects on representatives and family members show why affected non-users belong in the impact assessment.
How many of these would you get right?
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