Researchers presented an AI system designed to deliver just-in-time, risk-stratified sepsis evaluations in neonatal intensive care units. The approach focuses on earlier detection and decision support for clinicians managing sepsis risk in newborns, a high-stakes setting where delays can be costly. The update frames the technology around timed intervention—surfacing risk assessments when they are most actionable—rather than continuous monitoring alone. In NICUs, “just-in-time” risk stratification can be interpreted as integrating patient data to trigger clinician review at clinically meaningful moments. If validated at scale, the system could shift workflows for neonatal sepsis screening and escalation, expanding the toolkit beyond static thresholds. The next step will be evidence on clinical outcomes and operational reliability across NICU environments.