Finance wants a hard cost cap during peak traffic without a visible product failure. How would you respond?

Instruction: Describe how you would handle a hard cost cap in a live AI product.

Context: Tests how the candidate diagnoses the problem, chooses the safest next step, and reasons through recovery. Describe how you would handle a hard cost cap in a live AI product.

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I would propose controlled degradation instead of a blind cap. A hard cost cap without workflow strategy usually just creates hidden failure, poor routing, or long queues that users eventually feel anyway.

A better approach is to define priority tiers, cheaper safe paths for lower-value requests,...

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