Trend Report 2025: Edge AI: transforming city operations and services

As urban populations grow and digital demands intensify, cities are rethinking how and where they process data. Centralised, cloud-based systems have delivered significant benefits – but they can’t always provide the real-time speed, cost efficiency, and privacy control that modern cities require. This is where edge AI comes in.

Edge AI has the potential to become a foundational technology for the next wave of urban innovation. By embedding intelligence into everyday infrastructure like streetlights, traffic signals, and security cameras, cities can unlock faster insights, reduce connectivity burdens, and respond to real-world conditions with unprecedented agility.

This new report explores how edge AI is being used across three essential domains of city operations: smart lighting, urban mobility, and public safety. Drawing on real-world deployments in cities across Europe and the Middle East, it provides practical insights into how municipalities are applying edge AI to enhance services, protect privacy, and build more resilient infrastructure.

Inside the report, you’ll discover how: 

For city leaders and practitioners, urban planners, and technology providers, this report offers a timely look at how edge AI is moving from pilot to infrastructure – and its part in building the cities of tomorrow.