Simulating urban traffic

The niche of simulating urban traffic is experiencing significant growth, driven by increasing urbanization and the need for advanced transportation solutions. While numerous established players offer sophisticated simulation software, users face challenges with model calibration for future scenarios, accuracy in queuing predictions, and the reproducibility and transparency of studies. There is a clear willingness to pay for these solutions, particularly for subscription-based models, but specific pain points present opportunities for innovative software solutions.