The Centers for Medicare and Medicaid Services no longer reimburses hospitals for certain hospital-acquired conditions—an increasingly recognized source of preventable harm to patients. Researchers describe how they were able to reduce harm resulting from hospital-acquired conditions at their institution by more than 30% through improved use of electronic health record data and reporting tools.