Commit to one chatbot metric loop
Commit to instrumenting one chatbot quality metric tied to a specific design risk.
One chatbot metric loop Instrument one design risk Design risk Name the failure you are trying to reduce: wrong intent, second fallback, unsupported action, handoff without context, no closure, or source uncertainty. Event Define the smallest event that proves behavior changed: repair option selected, source opened, handoff accepted, ticket created with context, user confirms resolved, or abandonment after fallback. Review slice Pick the segment you will inspect after launch: first 50 fallback users, high-stakes billing cases, logged-in HR requests, sales visitors from pricing, or users who ask for a human. Decision rule Write the threshold that triggers a design change:…
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