Emergency departments cannot quickly identify which patients need immediate care, causing dangerous delays and poor resource allocation

Hospital triage teams struggle to rapidly prioritize patients in emergency departments, leading to critical cases being deprioritized while less urgent patients consume resources. Current manual triage processes are slow, inconsistent, and prone to human error, causing patient deterioration, increased mortality, and operational chaos. Healthcare systems are actively seeking AI solutions to automate and improve triage accuracy, not diagnosis.