How do we measure progress towards antifragile urban mobility? With the right indicators.

The AntifragiCity KPIs and framework for urban mobility aims to foster environments that thrive amid disruptions, addressing urban degradation, systemic complexities, and limitations in existing assessments that lack adaptability, inclusivity, and holistic scope.

Using a three-stage mixed-methods approach, the research systematically reviewed 2,540 indicators from academic articles, EU projects, and grey literature, complemented by a practitioner survey across 8 European cities. The resulting framework is adaptive, dynamic, and modular, structured via an IPOO model and integrated with the AntifragiCity Ontology for semantic data management.

Validated against the Sustainable Development Goals, European Green Deal, and Global Plan for Road Safety, it supports data-driven decisions and includes the SUMA API as an open-source tool for transferable resilience quantification.

Download the deliverable

(Pending approval from the European Commission)

Explore more AntifragiCity deliverables

Visit our deliverables page to discover our full range of research, tools, and insights.


AntifragiCity is a Horizon Europe project rethinking urban mobility across Europe. Bringing together 13 partners in 8 countries, we are designing systems that don’t just recover, but adapt, improve, and grow stronger through disruption.

For more updates on AntifragiCity, subscribe to our newsletter and follow us on LinkedIn, Bluesky, X, Facebook, and YouTube.

Follow AntifragiCity’s journey

Subscribe to our Newsletter

This project has received funding from the European Union’s Horizon Europe research and innovation programme under grant agreement No. 101203052. Views and opinions expressed are however those of the author(s) only and do not necessarily reflect those of the European Union or the European Climate, Infrastructure and Environment Executive Agency (CINEA). Neither the European Union nor the granting authority can be held responsible for them.

© AntifragiCity. All rights reserved.