Challenges & Needs

Challenges & Needs in Smart Mobility

This section identifies key technical, operational, and user-related challenges observed across GEMINI Mobility Living Labs, highlighting gaps and needs for improved integration, scalability, and adoption of smart mobility solutions.

MaaS Applications

Interoperability

Data Sharing

User Adoption

Regulation


User Adoption Barriers

Type: Social

Challenge: Low awareness and trust in shared mobility services

Impact: Reduced usage and slow behavioral change

Need: User-centered design and incentives for adoption



Regulatory Constraints


Type: Policy


Challenge: Lack of harmonized regulations across cities


Impact: Difficulty in scaling solutions across regions



Need: Coordinated policy frameworks and governance modelsh


Data Sharing Limitations

Type: Data

Challenge: Restricted access to real-time and historical mobility data

Impact: Inefficient planning and limited system optimization

Need: Open data standards and secure data-sharing mechanisms


Integration Between Mobility Providers

Type: Technical

Challenge: Lack of interoperability between platforms and services

Impact: Fragmented user experience and
limited multimodal integration

Need: Standardized APIs and data exchange frameworks