The Safe Heaven architecture is a distributed safety network integrating specialized surveillance at school premises, grounds, and transport (school vans). These feeds connect to edge servers running Deep Learning-based Anomaly Detection models. The system monitors classrooms, playgrounds, and transit in real-time. Processed alerts and live feeds are synchronized with a central Web Server, delivering real-time data to parents via Mobile Apps and to school staff through Local Monitoring dashboards. This integrated workflow ensures rapid emergency coordination and continuous safety oversight.