Advancing Integration and Interoperability in Mobility Living Labs: A Pathway to Replicating Success Across Cities

Abstract
This study examines the difficulties Mobility Living Labs (MLLs) encounter when putting creative transportation solutions into practice, with an emphasis on resolving integration problems and guaranteeing reproducibility in various cities. The objective of research is identifying platforms or applications that can be harmonized across multiple MLLs in different categories. The study also highlights the benefits of collaboration between MLLs, indicating that effective solutions in one location can be adapted to cities like Paris-Saclay and Turin and Amsterdam, encouraging interoperability and efficient urban transport networks. This paper also improves and accelerates the adoption of MLL innovations by addressing key challenges. By adopting a cooperative environment, cities can maximize the impact of mobility advancements, leading to smarter, more connected, and sustainable urban transport systems. This study provides a roadmap for cities getting to integrate MLL solutions effectively, contributing to broader sustainability goals while optimizing urban mobility frameworks.