This article explores how Florence Nightingale addressed the information crisis in a military hospital during the Crimean War. It emphasizes the importance of distinguishing between metrics that merely impress and those that drive meaningful decisions. Nightingale's approach to data clarity offers lessons for modern organizations grappling with ineffective metrics.