A framework that measures whether a city has the structural capacity to learn, adapt and improve, across the areas that shape people's daily lives.
Cities collect a lot of data, but it rarely speaks to the structures that produce outcomes. GDP can rise while social trust declines. Air quality can improve while inequality deepens. Most urban metrics tell us what happened, not whether a city is able to do better next time.
The CII is a diagnostic, not a ranking. It measures whether a city has the structural capacity to learn — not just how it ranks today.
Most urban indices were built to declare winners. The City Intelligence Index was built to ask a different question: given everything happening in this city, can it actually act intelligently on what it knows?
That question turns out to be more useful than any ranking. A city with a respectable overall score can still be quietly losing the capacity to coordinate, to listen, to recover from shocks. A city with a modest score can be building exactly the kind of capacity that compounds.
The CII makes those structural conditions visible, because they shape how the next decade goes.
Each pillar measures a distinct capacity — not an outcome. Together they describe whether a city has the structural conditions to learn from what it does, adapt to what it faces, and improve over time.
The capacity for participation. A city cannot be intelligent if significant portions of its population are marginalised or excluded from the systems that shape their lives.
Education access · digital inclusion · institutional trust · civic participation
The capacity to generate and absorb new knowledge. Measured not just by R&D inputs, but by how efficiently scientific output translates into practical, lived results.
R&D investment · scientific output · innovation diffusion · entrepreneurial capacity
The capacity for institutions to work together. Where governance fragments — where agencies don't talk, where policy doesn't coordinate — even good intentions produce poor outcomes.
Governance effectiveness · public safety · cross-agency coordination · policy responsiveness
The capacity to restore rather than deplete. Climate resilience, ecological recovery, and the structural ability to operate within planetary limits — not just to mitigate harm.
Air quality · renewable energy · climate resilience · ecological restoration
The capacity for openness — to ideas, people, and information. Measured through international flows, cultural diversity, and the interoperability of digital and physical systems.
International integration · cultural diversity · data interoperability · network connectivity
The backbone. Health outcomes, healthcare access, and mental well-being — treated not as a separate sector, but as an integrated system shaped by every other urban decision.
Health outcomes · healthcare access · mental well-being · health equity
Most urban indices conflate outputs with capacity. The CII separates them — and that separation is what makes it diagnostic rather than performative.
Most city indices declare winners and losers based on aggregated outputs. They reward cities that look good today, regardless of whether they're building or burning structural capacity.
A high GDP can mask social erosion. A clean air score can hide deepening inequalities. A "smart city" badge can sit on top of crumbling institutional trust.
Outputs without context create the illusion of progress while structural problems compound underneath.
The CII reveals whether a city has the structural conditions to learn — to detect signals early, coordinate responses, and adapt direction without losing coherence.
It surfaces hidden bottlenecks: where economic strength sits alongside Integrator failures, where Foundational fragility undermines every other pillar, where Connected openness creates resilience that doesn't show up in conventional metrics.
The CII identifies where small interventions, placed correctly, would create the largest long-term shift.
Identifying a weak pillar is only the start. The CII Improvement Plan is the structured sequence that turns the diagnostic into a strategy — designed for compounding effects, not headline interventions.
Select the primary area for improvement — not the easiest, not the most visible, but the one whose underperformance is creating the most structural fragility for the city as a whole.
Articulate the critical impact on quality of life. Define how this pillar's underperformance is producing fragility elsewhere — what it is upstream of.
Identify the weak signals that precede crisis — rising mental health issues, eroding trust, behavioural shifts in mobility — rather than reacting to the end-state crisis when it arrives.
Map the spillover effects into other pillars. Workforce productivity. Community trust. Institutional coherence. Strengthening one pillar rarely helps only that pillar; that is where the gains add up.
Evaluate the systemic costs of inaction over a real time horizon — escalating healthcare expenditure, social fragmentation, loss of institutional capacity. The status quo is rarely free.
Define one small, manageable and measurable action — a test rather than a master plan — and see how the system responds before scaling up.
Acknowledge that intelligence is sequencing. Coordinate the move with Foundational and Integrator pillars to ensure a supportive environment. The right move at the wrong moment fails. The right move in sequence compounds.
The CII draws on internationally recognised datasets to ensure transparency, comparability, and methodological rigour. There is no proprietary scoring and no black-box weighting: every indicator can be traced to its source.
The CII is becoming a live, explorable instrument — where every pillar, indicator, and city becomes directly readable, comparable, and applicable to your own context.
"The framework only matters if you can use it. The platform is what turns the CII from a thesis into a daily diagnostic."
If you'd like to be notified when the interactive platform opens — or if you'd like to be among the first cities or research groups using it in early access — get in touch.
Express interest →The CII is connected to the courses, the book and ongoing research. Here's where to go next.
The mastercourse, the free introductory course, and the wider learning ecosystem built around the CII.
The book where this framework took shape. The long argument behind the index — and the cases that make it live.
Peer-reviewed articles, policy briefs, and reports — the underlying evidence base the CII draws on.
Structured learning programmes for policymakers, researchers, corporate leaders, and university teams.
Where analytical work meets the visual. A different way of seeing cities — and the people inside them.
For research collaborations, city consultations, partnerships, or early access to the interactive platform.