Use technology selectively to improve public outcomes, institutional capability and citizen trust.
This page turns the subject into a public problem-solving framework: place, problem, causes, evidence, solutions, roadmap, results and contribution.
What is failing, for whom and where?
02 · Systems age quickly and depend on vendors.
03 · Digital channels may exclude people and expand surveillance.
Test causes before selecting projects.
Technology chosen before problem definition
Verify this mechanism against local institutions, assets, user experience and available evidence.
Procurement bundles create lock-in
Verify this mechanism against local institutions, assets, user experience and available evidence.
Data quality and ownership are unclear
Verify this mechanism against local institutions, assets, user experience and available evidence.
Offline service redesign is ignored
Verify this mechanism against local institutions, assets, user experience and available evidence.
Cybersecurity and privacy enter late
Verify this mechanism against local institutions, assets, user experience and available evidence.
Success is measured by devices and dashboards
Verify this mechanism against local institutions, assets, user experience and available evidence.
Record what is known, how it is known and what remains uncertain.
| Evidence area | What to establish | Key limitation |
|---|---|---|
| Problem | User, service failure and baseline | A broad smart label is not a diagnosis |
| Use case | Decision, operator and frequency | Demonstration differs from routine use |
| Data | Source, quality, ownership and retention | More data is not always better |
| Technology | Performance, interoperability and lifecycle cost | Pilot subsidy may hide real cost |
| Outcome | Service, inclusion, trust and harm | Usage does not prove benefit |
Combine immediate action, controlled pilots and structural reform.
Start with priority service problems
Define owner, cost, dependency, safeguard, baseline and decision gate.
Audit and reuse existing digital systems
Define owner, cost, dependency, safeguard, baseline and decision gate.
Pilot modular, open and accessible tools
Define owner, cost, dependency, safeguard, baseline and decision gate.
Complete privacy and cybersecurity review
Define owner, cost, dependency, safeguard, baseline and decision gate.
Maintain offline and assisted channels
Define owner, cost, dependency, safeguard, baseline and decision gate.
Measure outcome and publish exit strategy
Define owner, cost, dependency, safeguard, baseline and decision gate.
Move from diagnosis to accountable improvement.
Define place, people and outcome
Record the responsible actor, evidence requirement and next decision.
Build a verified baseline
Record the responsible actor, evidence requirement and next decision.
Diagnose causes and constraints
Record the responsible actor, evidence requirement and next decision.
Compare options and pilot
Record the responsible actor, evidence requirement and next decision.
Deliver with safeguards
Record the responsible actor, evidence requirement and next decision.
Measure, improve and scale
Record the responsible actor, evidence requirement and next decision.
Track outcomes people can experience.
Service outcome improved
Publish baseline, target, actual, date, geography, source and distribution.
System uptime
Publish baseline, target, actual, date, geography, source and distribution.
Interoperability
Publish baseline, target, actual, date, geography, source and distribution.
Inclusive access
Publish baseline, target, actual, date, geography, source and distribution.
Lifecycle cost
Publish baseline, target, actual, date, geography, source and distribution.
Privacy and security performance
Publish baseline, target, actual, date, geography, source and distribution.
Address foreseeable harm before scaling.
Surveillance
Technology tracks people beyond need
Safeguard: Purpose limitation and independent oversightVendor lock-in
City cannot export data or change supplier
Safeguard: Open standards and exit clausesDigital exclusion
App-only services block users
Safeguard: Offline and assisted accessObsolescence
Hardware and software age rapidly
Safeguard: Lifecycle and replacement planningQuestions that should be answered before action.
Improve this Smart City 2.0 analysis with local evidence.
Submit a place, source, correction, working practice, implementation lesson or measured result.