AI summaries in tickets — worth the tradeoffs

We piloted AI-generated conversation summaries in Zendesk last month and saw AHT drop about 42 seconds, but a couple summaries flattened the customer’s tone and made follow-ups feel off. If you’re using these, how are you setting confidence thresholds or review steps so agents keep their voice while still moving the issue to resolution quickly?

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