During the UPSC interview, candidates often encounter case studies that reflect real-life scenarios public servants may face. These case studies may involve ethical dilemmas, crisis management situations, or policy decisions impacting communities. Candidates are assessed on their analytical thinking, problem-solving abilities, and ethical considerations. The goal is to measure how candidates would apply their knowledge and skills in practical, often high-pressure, situations they may encounter in their roles as civil servants.