Digital twins in transportation infrastructure and traffic management: When the ROI really holds up

Digital twin technology delivers measurable ROI in transportation infrastructure and traffic management – but only under specific conditions. A practical framework for road operators and transport authorities to evaluate infrastructure fit, data maturity, and payback.