The Ambient Sensing and Alerting category focuses on technologies that enhance patient safety and operational efficiency by monitoring environmental conditions in healthcare settings. These tools use AI-powered sensors, including audio and computer vision technologies, to detect specific events such as patient distress, abnormal noises, or changes in room activity. By capturing and analyzing these signals, the systems can trigger real-time alerts that help healthcare staff respond quickly to emergencies, prevent incidents like falls, and improve overall patient care. A key advantage of ambient sensing solutions is their ability to continuously monitor without compromising privacy, as many systems are designed to detect only critical sounds or visual cues rather than recording conversations or personal data. By integrating these systems into clinical workflows, hospitals can enhance patient monitoring, streamline staff coordination, and reduce the burden on nurses and other caregivers.