How would you answer an interview or practical scenario involving transaction cleanup in Integration Testing?

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