Exhaustive cases refer to a methodical approach in analysis or problem-solving where every possible scenario or outcome is considered to ensure no potential solution or explanation is overlooked. This thoroughness is crucial in fields requiring precision and completeness, such as mathematics, computer science, and law, to guarantee that conclusions are both comprehensive and robust.