AI-powered, camera-agnostic computer vision platform for senior homes and long-term care facilities that detects falls, help requests, physical abuse, and zone violations in real time. Privacy-preserving integration with existing cameras that reduces false alarms, speeds emergency response, and improves care quality and operational efficiency.