Moonbility’s multimodal live disruption map, GreenRipple, helps transport operators monitor and respond to road-based disruptions across buses, light rail and road traffic. It fuses real-time, batched and static data to provide a live view of knock-on effects. 

The AI model estimates how incidents propagate, showing delay ranges, affected services and recovery times. A ripple-effect visualisation highlights impacted routes for faster response and clearer communication. The platform also includes a “Carbon Time-Machine” to assess the environmental impact of past disruptions, supporting data-driven planning and sustainability goals.