How would you answer an interview or practical scenario involving explainability in Responsible AI?

In an interview or practical scenario involving explainability, clarify scale, constraints, security, reliability, data, and operational requirements. Explain the design, alternatives, tradeoffs, failure handling, testing, and monitoring.