Murmuration

Murmuration is a Paris-based AI startup that specialises in predictive analytics for urban mobility, crowd dynamics, and environmental monitoring using satellite imagery and machine learning. The company's platform processes data from multiple sources — including satellite observations, ground-based sensors, and mobile network signals — to build real-time and predictive models of how people and vehicles move through urban environments. This intelligence enables city authorities, transport operators, and event managers to anticipate congestion, optimise traffic flow, and improve safety in crowded spaces. Murmuration's technology has applications ranging from daily urban traffic management to major event crowd safety, disaster response planning, and tourism flow optimisation. The startup has developed partnerships with European space agencies, telecommunications providers, and municipal authorities, positioning itself at the intersection of space technology and urban intelligence. Its approach represents a new generation of smart city analytics that combines Earth observation data with AI to deliver actionable insights for urban decision-makers.