SIS 58 Next-gen transport & mobility management: High quality curated data for successfully working AI models

29 April 2026

Special Interest Session, Enhancing transport and mobility beyond the road

Special Interest Session • SIS 58 • 11:45 > 12:45 • SIS 58 Next-gen transport & mobility management: High quality curated data for successfully working AI models • EMIRGAN 1 Special Interest Session
As European mobility systems evolve toward greater automation, multimodality, and real-time responsiveness, the integration of dataspaces and AI has become both a critical enabler and a significant challenge. This session explores emerging opportunities in building trustworthy, interoperable, and intelligence-ready data ecosystems for next-generation transport and mobility management data ecosystem. Experts will highlight practical obstacles of adapting heterogeneous, cross-sectoral datasets for mobility-focused AI applications, including data quality, semantic alignment, governance, and scaling across sectors. The session will examine how AI models and AI-driven analytics reshape transport and mobility management by transforming complex, multisource data into operational insights—while raising questions around transparency, validation, cybersecurity, and human oversight. Building on best practices and use cases from projects throughout Europe, the path towards a Next-Generation Multimodal Transport and Mobility Management will be discussed: an active intelligence layer coupling sovereign data sharing with embedded AI models and services for dynamic routing, demand prediction and socially optimal traffic control. Participants will gain a realistic understanding of the technical, regulatory, and organisational hurdles that must be addressed to unlock equitable, predictive, and sustainable mobility management across Europe, while exploring how human-centric AI can support—and be shaped by—evolving needs, skills, and responsibilities of mobility professionals.

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