Infrastructure and smart cities

Faster disruption identification, real-time flow monitoring and safer cities.

Monitoring flows in real-time, especially when there are changes to the infrastructure, is the key to a safe and efficient environment.

A closed lane might cause unexpected bottlenecks. A closed pedestrian crossing might not work as expected and cause extremely dangerous situations.

MarshallAI provides you the real-time understanding of peak hours and traffic jams. It also provides crucial volume information to be used in future infrastructure planning. Integrating the solution with third-party systems related to operation and monitoring brings additional advantages. One example is the ability to identify traffic disruptions even before they are reported by anyone physically at the scene.


Off-the-shelf solutions include:

  • Average speed monitoring
  • Pedestrian flow analysis
  • Vehicle counting
  • Traffic disruption alerts
  • Forbidden parking alerts