customer support

A full-stack AI system design with scale, money, languages and angry customers. The interviewer wants tiers: cheap triage for everything, an agent where it pays, and humans where it matters, with the cost per day worked out.

Handoffs decide how customers remember an AI support experience. The interviewer wants explicit triggers, a view on the two kinds of error, and a handoff the human can act on without re-asking.