What's the last thing your chatbot got wrong that no dashboard caught?

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We've been building chatbots for years, and the same gap keeps showing up: dashboards tell you how much your bot did, not how well it did.


Conversations handled. Containment rate. CSAT. Response time.


All green. Meanwhile the bot spent last Tuesday confidently quoting a refund policy that changed in March — to eleven people, none of whom filled out a survey.


That kind of thing only surfaces when someone happens to read transcripts, which mostly nobody has time to do.


So I'm curious how people here handle it: what's the last real mistake your bot made that you only found out about by accident? Bonus points if it never showed up in a metric.

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