How would you answer an interview or practical scenario involving temporal data in Data Modeling?

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