The Horizon Europe PHOEBE (Predictive Approaches for Safer Urban Environment) Project organized with great success and high attendance its Final Event as a dedicated Workshop within the 10th Road Safety and Simulation International Conference (RSS2026), held in Naples, Italy, on 23 June 2026. The event showcased the project’s innovative framework for forecasting and improving urban road safety through the integration of advanced road safety assessment, microsimulation, behavioural modelling, socioeconomic analysis, driver telematics, and artificial intelligence. Bringing together researchers, policymakers, practitioners, and industry representatives, the workshop highlighted the project’s key scientific achievements, demonstrated integrated safety prediction tools for vulnerable road users and active mobility, and explored evidence-based recommendations for safer, smarter, and more sustainable urban transport.   NTUA actively contributed with the following presentations: