Category «Food for thoughts»

Federated learning and collaborative AI: step-by-step

Federated learning (FL) and collaborative AI (CAI) offer new ways to make city logistics more efficient, sustainable, and resilient while protecting sensitive data. In traditional logistics, sharing operational data between companies or with cities is often difficult due to competition and privacy concerns. FL solves this by allowing each company to train AI models locally …

Waste Collection in Cities: Can It Be Done Better?

Circular models can be both sustainable and profitable—if developed with the right partners. But is municipal waste collection truly a core competence? Urban waste collection is a complex challenge. In many cities, residents and businesses struggle with persistent litter on the streets. Despite the efforts of frontline staff, stricter rules, and awareness campaigns, waste problems …

The Future of Mobility: A Global Shift in Motion

Which frontier technologies matter most for companies in 2025? McKinsey’s annual tech trends report highlights the latest technology breakthroughs, talent trends, and use cases, as well as their potential impact on companies across various sectors, such as mobility. The mobility landscape is undergoing rapid transformation, shaped by technological innovation, sustainability demands, and evolving urban dynamics. …

What Factors Shape Strategic City Logistics Network Design?

The strategic design of city logistics networks is fundamental to enhancing efficiency, sustainability, and resilience. Key dimensions of this strategic design include network structure, mode selection, fleet composition, governance, service design, regulatory adaptation, and digital infrastructure. The network is determined by balancing high service standards, economic efficiency, optimized network configuration, and market responsiveness. A complex …

Living Labs for City Logistics: A New Framework for Co-creation and Innovation

Living Labs (LLs) are collaborative spaces where governments, companies, researchers, and citizens come together to co-create and test innovative solutions for complex urban challenges. In the context of city logistics, LLs offer a unique opportunity to rethink and improve urban freight systems by facilitating shared learning, experimentation, and cooperation across sectors, free from short-term agendas …

Rethinking the Role of Urban Consolidation Centers in City Logistics Strategy

Urban logistics in the Netherlands is facing a perfect storm: a projected 19% increase in city logistics kilometers by 2035, which will increase pressure on scarce urban space and growing ambitions for more sustainable, livable, and safe cities. Amid these challenges, Urban Consolidation Centers (UCCs) are often proposed as a strategic solution. But despite their …