AI is used to analyze large amounts of sensor data to monitor the condition of roads, bridges, and tunnels.
This shifts maintenance from reactive to proactive (predictive), identifying critical points before failures occur.







AI and Geographic Information Systems (GIS) are used to analyze data to support urban planning, creating more sustainable cities.
This includes using AI to turn "grey" surfaces into "green," multifunctional spaces to combat climate change, such as improving stormwater management.







AI optimizes building operations, such as heating and ventilation (demand-controlled ventilation), based on occupancy patterns and weather data.
This is crucial for reducing energy consumption in buildings.







AI is applied in the early stages of design, for example, to optimize materials and structural design.








AI supports the analysis of complex, data-intensive, and time-consuming processes in the planning phase, helping to speed up project development.








AI helps identify physical changes to the landscape, such as coastline shifts, and enables better planning for climate-related risks.