Skylark Labs' onboard AI system monitors bus occupancy, detects threats, and triggers automated alerts to improve passenger safety across public transit fleets -- powered by Synapse AI Box edge processing and Living Intelligence.
Bus operators lack real-time visibility into what happens onboard. Traditional safety measures rely on after-the-fact review, leaving passengers vulnerable. Without live occupancy data, buses routinely exceed safe capacity limits. Weapons, aggression, and harassment go undetected until after an incident occurs.
Limited surveillance leaves women and vulnerable riders exposed, particularly during off-peak hours. Without automated alerts, critical minutes pass before operators learn of an incident. The global public transit sector needs proactive safety systems that can operate at fleet scale across transportation networks.
"We designed the system so that a control room operator sees a threat alert within seconds of it happening onboard -- not hours later on a DVR."
Onboard AI cameras feed edge processors that run multiple detection models simultaneously, streaming alerts to a centralized control room through the Kepler platform. Real-time headcounts at every door track occupancy against safe capacity thresholds.
Vision models identify weapons and aggressive behavior, triggering instant operator alerts. Focused surveillance zones and behavioral analytics protect vulnerable riders. Critical incidents push notifications to dispatch, police, and fleet management simultaneously.
Proactive threat detection means a control room operator sees a threat alert within seconds of it happening onboard -- not hours later on a DVR. The system uses transit safety best practices combined with adaptive AI to continuously improve detection accuracy.
Threats are flagged and escalated before they become incidents. Live headcounts keep every vehicle within safe passenger limits. Automated alerting cut average incident response time significantly. Visible safety technology increases public trust and ridership.
Edge AI onboard each bus transforms passive camera footage into an active safety layer. The system is designed for fleet-wide deployment and integrates with existing transit management platforms across transportation operations.
See how onboard AI can transform your fleet safety.
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