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Designing screens for supervising AI agents

AI UX / 5 min read / Draft

At Klink, AI agents help answer customers across chat and voice. That creates a new kind of user: the person who watches the AI work.

Good AI UX shows you when to trust the machine, and when to step in.

A supervisor doesn't need every message. They need to know where to look. So the monitoring screen leads with what needs attention: conversations the AI is unsure about, customers getting frustrated, and cases waiting for a human.

Quality scores, clear confidence signals and a fast way to take over the conversation matter more than pretty charts. Design for the moment a human must act.

Next articleTurning design tokens into Claude skill files