Accurate nurse recruitment drives patient safety, clinical quality, operational costs, and workforce wellbeing. Understaffed units see higher error rates and more staff burnout. Overstaffed units drive unnecessary labor costs and reduce efficiency. Data analytics offers a practical path to align…