Several studies have shown that patients frequently display physical evidence of deterioration as much as 8 to 12 hours before a cardiac arrest or critical event requiring some form of intensive intervention or rescue. This article discusses the use of an automated risk assessment based on key physiologic measures to help with early recognition and treatment of deteriorating hospitalized patients.