Strategic outlook Collaborative sensing By Dubai Future Foundation Collaborative sensing could significantly reshape urban systems, mobility and societal infrastructure. Powered by vehicle-to-everything (V2X) technologies, 5G, AI and edge computing, this approach may create intelligent urban environments that perceive, respond and adapt to complex environmental dynamics with greater precision than current systems. The potential impact of collaborative sensing extends beyond traditional traffic management, reshaping urban resilience, supply chains and emergency response capabilities. Cities could develop adaptive infrastructures that respond in real time to changing conditions, enabling more dynamic resource allocation during crises, optimized delivery routes for critical supplies and coordinated emergency vehicle deployment. With intelligent mobility systems forming the foundation of these capabilities, urban environments could serve citizens through seamlessly integrated technological systems.139 Among the most immediate and measurable outcomes and initial use case is improved safety. In transport, V2X technologies have demonstrated remarkable potential for accident prevention. Automated emergency braking systems showed 59% crash avoidance when only turning vehicles were equipped, increasing to 77% with full technology integration.140 Insurance research indicates up to 78% decrease in collisions for vehicles with intelligent sensing capabilities,141 signalling a potential shift in risk assessment and urban mobility. Strategic benefits would also ripple across multiple industries. Transport and logistics could gain significantly, with truck platooning demonstrating a 5-10% fuel consumption reduction.142 Telecommunications infrastructure may undergo fundamental upgrades, with 5G improving location accuracy from over 1 metre to 0.1 metres with 99.9% reliability,143,144 enabling potentially unprecedented levels of collective vehicle operation. Yet, the transformative potential of collaborative sensing at scale is matched by complex challenges. With only 55% of the global population currently having 5G access,145 expanding telecommunications infrastructure represents a critical prerequisite. Additional barriers include developing common data standards, establishing robust cybersecurity frameworks, creating comprehensive liability models and building public trust in collaborative technologies. The most strategic organizations would view collaborative sensing as a potential platform for reimagining urban systems. Success will depend on collaboration across government, private sector and technological domains. The core challenge lies in moving beyond mere technological connection to creating adaptive urban environments that can learn, respond and evolve. The next decade presents a critical window for developing collaborative sensing ecosystems. Nations and organizations that lead in establishing integrated data standards, investing in robust telecommunications infrastructure and designing interoperable sensing networks might shape a future where cities become more resilient, responsive and human-centred. As collaborative sensing shifts from isolated, single-use applications towards interconnected sensing networks, the potential for transforming urban systems extends beyond efficiency gains to a fundamental reimagining of how cities could function, adapt and evolve. Related DFF megatrends: Technological Vulnerabilities and Digital Realities146 Top 10 Emerging Technologies of 2025 35