Marrow Creek Veterinary Group's service agent lets pet owners rate each response with a thumbs-up or thumbs-down. Six months after go-live, the specialist notices a cluster of thumbs-down ratings on lab-result explanation responses. What is the most productive next step?
Select an answer to reveal the explanation.
Short Explanation
Negative feedback is a gift, not a nuisance, it's pointing at a real, specific failure pattern. Turn those actual conversations into test cases so you can measure the fix instead of guessing at it.
Full Explanation
Post-deployment adoption signals like thumbs-down ratings are exactly the kind of real-world evidence that should feed back into the development lifecycle: converting the specific failing conversations into new Testing Center test cases lets the specialist reproduce the problem, measure whether a fix actually resolves it, and prevent a regression on the same pattern later. Hiding the thumbs-down option would suppress the signal rather than fix the underlying problem, producing a dashboard that looks better without the agent actually improving, which defeats the purpose of monitoring adoption in the first place. Deleting the lab-results topic entirely is a drastic overreaction to a cluster of negative ratings and throws away a capability that likely still serves most owners correctly; the right response is targeted improvement, not removal. Owner feedback is a legitimate and commonly used adoption signal, so dismissing it outright ignores one of the most direct ways a specialist learns how the agent performs against real, messy input rather than only against pre-written test cases.