Case interviews come in all formats.
The key, as an interviewee, is being prepared.
Know what the interviewer is looking for, know the industry/sector, the jargon, the constraints and stakeholders, and how people in the industry operate.
Government and nonprofit cases span a wide variety of problems, issues, stakeholders, and politics, which makes them trickier than private sector case interviews.