Engineering Operational Maturity in Digital Health Systems Healthcare AI is no longer experimental. Predictive models for readmissions, deterioration, medication risk, and adherence are widely available. Research shows predictive analytics can reduce hospital readmissions by up to 25% and decrease emergency department visits by 15% when properly implemented. Yet many organizations