ventilation, enabling earlier intervention by clinicians. SAIV focuses on distinguishing true physiological risks from false alarms to reduce alarm fatigue among ICU staff. The software supports adherence to lung protective ventilation standards and aims to limit ventilation-induced lung injury. Intended users include ICU doctors, nurses, and other caregivers who manage ventilated patients and monitor ventilator settings. SAIV integrates clinical predictive analytics into existing ICU workflows to improve decision support around mechanical ventilation management.