Abstract: Maternal morbidity and mortality rates in the United States are concerning, with approximately 700 maternal deaths and 60,000 maternal morbidities annually due to pregnancy complications. Staffing shortages in maternity departments worsen these issues, underscoring the urgent need for technological innovations in labor care. Birthvue, an AI-powered labor and delivery platform, addresses these challenges by providing customized information tailored to the needs of pregnant women and healthcare providers through dedicated interfaces. Birthvue empowers patients with real-time labor updates, while clinicians benefit from proactive interventions based on real-time patient data and labor score thresholds….