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

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