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KnowMBAAdvisory
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Knowledge Challenge

A friend thinks you can answer this question about AI Quality Monitoring

Your team has full LLM observability dashboards (LangSmith, Datadog) but no auto-rollback. A bad prompt deploy degrades quality by 18% on Tuesday at 3pm. The team detects it Wednesday at 10am, debates the fix, and deploys a rollback Thursday at 4pm. What was the cost of having no auto-rollback?