A rigorous programme for policymakers and researchers who need more than data — who need a framework for reading cities structurally, designing interventions that compound, and governing strategies that survive.
The course question
How do we move from measuring cities to understanding them — and from understanding them to governing and researching them with greater intelligence?
Most cities have more data than they can use. They are failing not because of data scarcity — but because the people responsible for urban decisions do not have a framework for reading structural performance, connecting evidence to mechanism, and designing interventions that change the structural conditions rather than manage their symptoms.
What you will be able to do
You leave this course with five capabilities that most practitioners and researchers do not currently have.
Read a city's structural performance diagnostically
Not as a ranking or a score. As a map of which structural conditions are producing which outcomes — and where the blocking constraints are that no amount of investment in the wrong place will remove.
Design interventions that address structural mechanisms
Not symptoms. Not visible problems. The structural conditions producing those problems — and that, if changed, would change the outcome at scale rather than managing it at the surface.
Sequence those interventions so they compound
So each step raises the probability of success for the next. So the strategy builds momentum rather than dissipating it across parallel initiatives that cannot reinforce each other.
Build the governance architecture that protects the strategy
Against mandate fragmentation. Against metric substitution. Against the political cycle. Against institutional capture. The four structural failure modes that destroy well-designed strategies after they are built.
Apply the equity lens that a diagnostic instrument requires
Not as a disclaimer — as a substantive analytical question: whose intelligence counts, who is invisible in the aggregate, and what responsible use of this framework actually demands of you professionally.
The City Intelligence Index
The CII is a structured comparative framework measuring urban structural performance across six dimensions. The course builds the capability to read it analytically — not as a ranking, as a diagnostic.
Foundational
Can people actually participate in the city's intelligence?
Innovator
Can the city generate, translate, and deploy new knowledge?
Integrator
Do the city's systems actually work together?
Regenerative
Is the city restoring as well as consuming?
Connected
How openly does the city link to the world and to its residents?
Healthy Society
Are people actually living well?
The learning arc
Twelve sections that move from analytical framework to working practice. Each section produces a deliverable you keep.
Welcome
The course's governing argument and how to use the framework across both policymaking and research contexts.
Why cities fail despite good data
The five failure modes. Why data abundance and decision quality are not correlated — and what the gap between them actually is.
What city intelligence actually is
Four conditions: circulation, feedback, alignment, time horizon. Intelligence as a systemic property — not a dataset or a technology.
Inside the City Intelligence Index
The CII in full: six pillars, composite methodology, reading rules. What the index measures and how to read it analytically rather than mechanically.
Diagnosing your city
The attribution question. Weak signals. The three diagnostic steps. Health as invisible infrastructure — and what that reveals about the accountability layer.
From insight to intervention
The four intelligence criteria. The five policy traps. What makes an intervention structural rather than symptomatic — and how to design one.
From one intervention to a strategy
The pillar dependency hierarchy. The Foundational floor. How compounding sequences work — and why order is the difference between momentum and waste.
Why strategies fail in practice
Mandate fragmentation. Metric substitution. Political cycle truncation. Institutional capture. Four structural failure modes — and their early-warning indicators.
Building city intelligence systems
Four governance countermeasures. The four-component city intelligence system: diagnostic, strategy, governance, and learning functions.
Ethics, power and data
Whose intelligence counts. What the aggregate conceals. The three equity questions. The difference between city intelligence and city efficiency.
The city intelligence mindset in leadership
Three character demands. Three deliberate practices. What makes a practitioner more accurate — not more confident — over time.
Application and certification
The city intelligence blueprint: diagnosis, intervention, sequence, governance architecture, equity statement, 3-year monitoring framework. Certificate of completion.
What you build
A city diagnostic
A structured reading of your city's CII profile identifying the binding structural constraint, the translation gap, and the attribution question your intervention must answer.
A structural intervention design
An intervention that addresses the structural mechanism rather than the visible symptom — with an explicit account of what it does not do and why that is intentional.
A compounding sequence
A three-step strategy in which each intervention raises the probability of success for the next — and produces a compounding outcome none could achieve alone.
A governance architecture
The four countermeasures protecting your strategy: shared accountability, shared outcome metric, transition-proofing protocol, and structural protection mechanism.
An equity statement
A substantive analytical contribution naming who is not visible in the aggregate, what the CII cannot show about your strategy's impact, and what that requires of you.
A 3-year monitoring framework
CII signals at defined intervals, trajectory indicators, and the threshold that would trigger a sequence adjustment. Your strategy assessed by direction, not just current position.
What you will find is a framework rigorous enough to tell you what your city is actually doing — and honest enough to tell you what that requires of you.
Begin the course12 sections · 4–5 hours · Certificate of completion