Deep explanation
Production incident: AI System Built outage in a compliance review automation system
Staff production incident interview question on AI System Built within AI Career & Behavioral.
Quick answer
In the first 30 minutes of a compliance-review AI outage at peak traffic, stabilize before you dig deep: page the on-call, freeze risky deploys, and check whether errors, latency, and cost spike together on the same request path. Mitigate fast—shed noncritical traffic, fall back to human review or a cached rule pack, and cut expensive model retries. Then recover with a canary rollback of the last model/prompt/index change, confirm error rate and cost return to baseline on a golden review set, and only after that open a deeper root-cause pass with a clear owner and follow-up.
The interview question
At peak traffic, a compliance review automation system begins failing requests tied to AI System Built. Error rate spikes, cost doubles, and support tickets increase. Describe your first 30 minutes and your recovery plan.
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