Industry landscapes
Industry report

Funding and advertised pay are reported in USD; filed accounts retain their stated source currency and basis.

Exchange-rate basis

Indicative conversions use ECB reference rates dated 2026-09-14, applied consistently across all periods. They are not historical exchange rates. Indian rupees may use crore (1 crore = 10 million); other currencies use K, M and B. CSV downloads, source documents and quoted news headlines retain their original currencies.

THE THE UNITED KINGDOM EDITION 2026

the United Kingdom’s
smart cities industry,
in focus.

The companies, capital and talent shaping smart cities in the United Kingdom. Find the leaders. Understand the segments. See where the activity is.

Snapshot: Funding in USD
Illustrated cover for Smart Cities Industry Landscape of the United Kingdom
GB
COMPANIES · CAPITAL · TALENT

An industry ecosystem,
measured in context.

Smart Cities illustration
MEET THE COMPANIES

Explore the United Kingdom’s smart cities leaders

24 featured companies from the funding, hiring, revenue and team-size leaderboards.

Expand panel +
Smart Cities company highlights in the United Kingdom, snapshot 3 September 2026
Company
Energy Assetsenergyassets.co.uk$943.68M2 roles6
AppyWayappyway.com$90.37M45
CNIguardcniguard.com$40.26M8
WhereIsMyTransportwhereismytransport.com$32.24M4
FIDOfido.tech$27.8M25
Stotlesstotles.com$21.6M11
Vivacity Labsvivacitylabs.com$18.77M77
Telensatelensa.com$18M55
Commonplacecommonplace.is3 roles30
Cluecluesoftware.com1 roles22Financial figure available in RadarView in Radar
Force Information Systemsforce-uk.com1 roles6
Fortellfortell.ai1 roles
Jadujadu.net1 roles83
Modern Democracymoderndemocracy.com1 roles18
Space Intelligencespace-intelligence.com1 roles46
Bidstatsbidstats.uk1
Big Technologiesbigtechnologies.co.uk251
Blackdot Solutionsblackdotsolutions.com46
CaseLinescaselines.com
Civicacivica.com2,820
EPCepcplc.com31
Fiviumfivium.co.uk64
Novovillenovoville.com22
Previsicoprevisico.com15
24 featured companies

Locked revenue figures are available in Radar; the eight company financial previews stay the same throughout this page. A dash means the figure is outside these featured lists. Revenue years vary by company; the figures are not a like-for-like revenue comparison. Compare annual accounts ↗

Company discovery

Recorded evidence only

Explore the live startup set in Radar

No company example met every recorded classification, independence and public-profile gate in this snapshot. The live directory may have newer qualifying companies.

Explore classified startups in Radar ↗
THE KEY SIGNALS

Smart Cities industry KPIs in the United Kingdom

A few useful ratios bring the size of this ecosystem into perspective.

3 September 2026
Hiring participation3.0%

9 of 300 tracked companies have open roles.

Funding participation23.0%

69 of 300 tracked companies have a recorded round.

Top 3 funding share78.7%

Share of disclosed capital received by the three largest recorded recipients.

Median disclosed round$521.58K

Midpoint of 149 rounds with a disclosed amount.

Scale is concentrated. Opportunity is broader. The three largest funding recipients hold 78.7% of disclosed capital, while 77.0% of tracked companies have no recorded funding round.

Explore the segments →
CAPITAL & COMPANY FORMATION

How the United Kingdom smart cities has grown

Recorded company formation and disclosed funding across the complete annual series shown.

Expand panel +
2016 — 2025

Disclosed funding by year

Sum of recorded funding rounds · USD

the United Kingdom smart cities
$0$283.51M$567.01M$850.52M$1.13B2016: $48.1M20162017: $24.12M20172018: $34.09M20182019: $38.77M20192020: $43.49M20202021: $994.76M20212022: $27.7M20222023: $19.28M20232024: $30.17M20242025: $19.17M2025
View the numbers
Annual smart cities funding and company formation in the United Kingdom
YearFunding (USD)FoundedRaising
2016$48.1M1111
2017$24.12M1611
2018$34.09M2116
2019$38.77M1817
2020$43.49M1215
2021$994.76M822
2022$27.7M413
2023$19.28M58
2024$30.17M76
2025$19.17M13
WHERE CAPITAL SITS

Funding concentration

Share of all disclosed company funding.

  • Energy Assets69.1%
  • AppyWay6.6%
  • CNIguard2.9%
  • Other companies21.3%

Funding by stage

174 recorded rounds since 2016

NUMBER OF ROUNDS
Seed & Angel79 45.4%
Series A–B33 19.0%
Series C+ / PE3 1.7%
Grants, debt & other59 33.9%

Recent recorded rounds

Latest recorded rounds · USD
1 rounds

Swipe or scroll horizontally to browse.

Largest and notable recorded rounds

Each card is one recorded round
10 cards

Swipe or scroll horizontally to browse.

THE BUSINESS BEHIND THE ACTIVITY

Revenue, profitability & financial strength

Annual accounts for reporting companies linked to this landscape, on like-for-like currency and reporting bases.

Expand panel +
GBP · millions · consolidated

Display conversions use the dated reference rates above. Where a verified rate is unavailable, figures retain their source currency. Each reporting cohort keeps its currency and accounting basis separate.

FY2025 · company accounts; aggregate reporting threshold not met · 4 reporting entities from 154 eligible matches.

Revenue in covered accounts

Sum of reporting-entity revenue; not the United Kingdom market sales.

Net profit / loss

Combined result for the same cohort.

Aggregate net margin

Combined net income ÷ combined revenue.

Median company revenue

The middle covered reporting entity.

Profitable entities

None of 4 covered entities.

Top-five concentration

Share of covered revenue from the five largest entities.

Annual account trend

Reported cohort totals by year; coverage is stated for every period.

Bar height shows revenue. Changes in coverage can affect totals.

Profitability has two perspectives

FY2025 · 4 reporting entities

Open the company accounts

Up to eight fixed company previews show financial amounts. Search and sort the wider company list, then continue in Radar.

4 reporting entities
Continue your financial research in Radar

Explore full company accounts and filings.

View financials in Radar ↗
THE UNITED KINGDOM · INDUSTRY COHORTS

How does smart cities compare?

Each pair uses the same year, currency and reporting basis. Cohort overlap is disclosed.

IndustryCovered / eligibleRevenue totalMedian revenueNet profit / lossAggregate marginProfitable shareOverlap

Available-account cohorts are not estimates of whole industries. Overlapping entities can occur in more than one cohort; do not add cohort totals.

Coverage, calculations & financial sources

Filed annual accounts for exact designated national identifiers. Every aggregate and peer pair uses one fiscal year, source currency and reporting basis; periods, coverage and overlap are explicit; 2026 partials are excluded.

The same up to eight reporting entities remain open across years, filters and sorts. Other company figures are available in Radar.

Source currencies and accounting bases stay separate. Missing accounts are excluded rather than treated as zero. Exact reporting periods appear on company previews. Annual totals can change with coverage and do not measure growth of a fixed company cohort.

DIGITAL FOOTPRINT

Web traffic, app reach and release cadence

How the the United Kingdom companies on this page show up online: the sites people visit, the apps they install, and how often those apps ship.

Busiest websites

6 of the 300 companies on this page carry a measured traffic record (2%); these are the largest of those, by monthly visits. The median among them is 114,764 visits.

CompanyMonthly visitsAuthorityMobile
OSINTosint.industries906,0053634.2%
Agile Applicationsagileapplications.co.uk348,768278.8%
Bidstatsbidstats.uk116,5943651.6%
Smart Parkingsmartparking.com112,9353583.9%
Commonplacecommonplace.is80,0243871.3%
EPCepcplc.com35,9774066.1%

Visits and authority are third-party web estimates, not company-reported figures.

Most-installed apps

40 of these companies (13.3%) publish at least one Android app — 116 apps in all, carrying 942.8K installs between them.

AppInstallsRatingStore category
novovilleNovoville264.1K4.1Social
FixMyStreetFixMyStreet126.8KTravel & Local
Love Clean StreetsClean Streets120.6K5Lifestyle
Spydus LibraryCivica66.7KBooks & Reference
East Riding CouncilCloud 9 Technologies51.9KBooks & Reference
Prison VoicemailPrison Voicemail48.3K3.6Communication
East Devon District CouncilCloud 9 Technologies29.6KProductivity
West Northamptonshire CouncilCloud 9 Technologies29.2KTravel & Local
See.SenseSee.Sense18.2K2.5Maps & Navigation
ConfirmConnectConfirm16.5KBusiness

Installs are lifetime totals to date at the June 2026 store reading — a measure of reach, not of people using an app today.

App reach by segment

The busiest app inside each of this page’s own segments, with the quarterly release trend behind it (2024Q1–2026Q2).

SegmentAppsInstallsLeading appRelease trend
Govtech69837.2Knovoville 264.1K
Solid Waste Management Tech4125.2KEast Riding Council 51.9K
Road Transport Tech1446.2KSee.Sense 18.2K
Iot Applications316.8KConfirmConnect 16.5K
Water And Wastewater Management Tech914.9KHWM Deployment App 4.3K
Air Pollution Management Tech96KAirTrack: Breathe Cleaner 2.7K
It Services42.4KFusionLive Connect 2K
Sensors52.4KBrake Testing App 1.1K

A company can carry several segment tags, so these rows overlap and should not be added together. Trend lines are zero-based and share one quarter grid, so a flat line is a quiet segment, not a missing one.

Release cadence by quarter

New apps published, beside apps whose most recent update landed in that quarter — the second bar is how much of the shelf is still being maintained.

2022Q4: 22022Q4: 02022Q42023Q3: 12023Q3: 12023Q32023Q4: 12023Q4: 02023Q42024Q1: 52024Q1: 02024Q12024Q2: 42024Q2: 22024Q22024Q3: 12024Q3: 52024Q32024Q4: 62024Q4: 72024Q42025Q1: 22025Q1: 32025Q12025Q2: 12025Q2: 32025Q22025Q3: 12025Q3: 172025Q32025Q4: 12025Q4: 102025Q42026Q1: 12026Q1: 162026Q1

Darker bars are new releases, lighter bars apps updated. 61 of 116 apps carry a release date. The series ends at 2026Q1, the last quarter that closed before the June 2026 reading.

INSIDE THE INDUSTRY

The the United Kingdom smart cities market map

Explore the segments behind the headline numbers.

Expand panel +

Where companies are building

Rank segments by scale, hiring or disclosed funding.

Enterprise tech279
Enterprise software179
Saas140
Consumer digital51
Iot in automotive50
Law enforcement management tools29
Internet of vehicles26
Travel and hospitality saas21
Smart buildings16
Smart energy management14
Smart led lights9
Deep tech7

Companies can sit in several segments. Counts and funding overlap.

SEGMENT TO EXPLORE

Enterprise tech

The largest measured segment in this report snapshot.

279companies
3.2%have hiring activity

9 companies hiring · $1.36B disclosed funding

Explore in Radar

How companies make money

Common revenue models; a company can use more than one.

Subscription244
Fee-for-service36
E-commerce - product19
Physical commerce17
Commission on transaction16
E-commerce - service10
Advertising8
Licensing2
THE COMPANIES IN MOTION

Who is listing, hiring leaders, launching and winning work

Recorded corporate activity linked to companies in this landscape.

Expand panel +
Recent corporate headlines 10 dated reports
Funding roundsfivium.co.uk ↗

Fivium, a London, UK-based public sector software provider, received an undisclosed amount in funding. BGF made the investment.

Mergers & acquisitionsenergyassets.co.uk ↗

its acquisition of Energy Assets Group (EAG), a leading, nationwide, utilities infrastructure organisation that provides innovative metering and data services as well as future-proofed network construction and ownership solutions.

IPO activitybigtechnologies.co.uk ↗

Big Technologies plc – trading as Buddi – is currently suing its founder Sara Murray OBE for hundreds of millions of pounds after accusing her of forgery and deliberate falsification of documents to push through the company’s £577m IPO in 2021.

Funding roundscluesoftware.com ↗

The investment – which is a substantial contribution from Verdane’s €2 billion growth fund – is the single largest investment in Clue to date.

Mergers & acquisitionsjadu.net ↗

Netcall plc has acquired Jadu, a Leicester-based provider of digital experience platforms, in a deal worth a potential £19.2 million.

Funding roundsuseadam.co.uk ↗

Adam, one of the most viral startups in Y Combinator’s Winter 2025 batch, has raised a $4.1 million seed round to power its next steps, TechCrunch learned exclusively.

Mergers & acquisitionsidoxgroup.com ↗

U.S. investment firm Long Path agreed to take British software provider Idox private in a 339.5 million pound ($438 million) deal on Tuesday, offering shareholders 71.5 pence per share in cash.

Funding roundsprevisico.com ↗

The round saw participation from Connecticut Innovations (CI), the strategic venture capital arm of the State of Connecticut; BlueOrchard Finance Limited, an impact investment manager under the Schroders Group; and renewed support from Burnt Island Ventures and Foresight Capital, both early backers of the firm.

Funding roundsstotles.com ↗

Stotles, a London, UK-based platform helping private sector suppliers grow their revenue in the public sector, has raised $13 million in Series A funding.

Mergers & acquisitionsplianz.com ↗

Idox PLC on Tuesday announced its acquisition of social care software solutions provider Trojan Consultants Ltd, which trades as Plianz.

Full recorded event mix

Top 10 categories among 71 recorded events in the 24-month window.

Leadership moves
19
Earnings
17
Funding rounds
9
Lawsuit
8
Board Updates
4
Mergers & acquisitions
4
Contracts
4
IPO activity
3
Company announcements
2
New products
1
4 activity cards

Swipe or scroll horizontally to browse.

IPO pipeline

1 companies with recorded IPO activity

IPO · AIM4 reports

Leadership moves

5 tracked people moves

Civica ↗
Ian O’Brien

Appointment Chief Technology Officer

Civica ↗
Neal Watkins

Appointment Chief Product Officer

Alexander Brennan

Termination Previously Chair of Big Technologies plc

Previsico ↗
Mark Pinkerton

Appointment chief technical officer

Sangita Shah

Appointment Independent Non-Executive Chair

Litigation

7 tracked suits

Company
smartmatic v NewsMax

defamationCivil · Ongoing

Company
smartmatic v fox news

defamationCivil · Ongoing

Earnings pulse

Reported company results in the recorded window.

4companies
16period observations
-7.5%median reported growth

Median across 12 reported growth observations; companies may contribute multiple periods.

Mergers and acquisitions

Company-linked deal reports; status is preserved as recorded.

Acquirer → targetStatusDateValue / context
macquarie asset managementEnergy Assets ↗Announced2026-02-10Not stated in snapshot
Netcall PlcJadu ↗Announced2025-12-10Not stated in snapshot
Long PathIdox Group ↗Announced2025-10-29Not stated in snapshot
idox plcPlianz ↗Announced2025-05-13Not stated in snapshot
TelentAlan Campbell GroupAnnounced2025-02-14Not stated in snapshot
blackstoneCivica ↗Announced2024-10-01Not stated in snapshot

A discussion or rumour is not a completed transaction. An unstated value is not zero.

PEOPLE & OPPORTUNITY

The talent market

Recorded hiring and workforce signals from the available source snapshot.

Expand panel +

Most advertised job titles

No repeated job title is supported by this snapshot.

0 internship postings

0 tracked postings mention remote work.

THE PEOPLE BUILDING THE FIELD

Founders and leaders

190 founders and chief executives across 155 companies.

Expand panel +
12 profiles

Swipe or scroll horizontally to browse.

Education networks

31 profiles with education records.

University of Cambridge
10
Imperial College London
7
University of Bristol
3
London Business School (LBS)
2
University of Oxford
2
King’s College London
2
Technion - Israel Institute of Technology
1
London School of Economics and Political Science
1

Prior employers

1 profiles with prior-work records.

Profiles cover recorded founders and leaders; contact details remain in Radar.

NEWS INTELLIGENCE

How this industry appears in the news

542,852 articles in the measured 12-month window.

Expand panel +
542,852articles in the measured year
77,845articles in 2026Q1
28.0%positive tone in the latest complete year

News volume trends

Smart Cities coverage across United Kingdom · articles per complete quarter

094,118188,235282,353376,4712021Q2: 54,1122021Q22021Q3: 59,1672021Q4: 54,2912022Q1: 61,7092022Q2: 57,6222022Q22022Q3: 58,8992022Q4: 68,0332023Q1: 67,4502023Q2: 68,3452023Q22023Q3: 77,6932023Q4: 63,4732024Q1: 72,7402024Q2: 80,4642024Q22024Q3: 81,1192024Q4: 89,9362025Q1: 119,6612025Q2: 92,0792025Q22025Q3: 327,3662025Q4: 55,3452026Q1: 77,8452026Q1
View quarterly article counts
QuarterArticles
2021Q254,112
2021Q359,167
2021Q454,291
2022Q161,709
2022Q257,622
2022Q358,899
2022Q468,033
2023Q167,450
2023Q268,345
2023Q377,693
2023Q463,473
2024Q172,740
2024Q280,464
2024Q381,119
2024Q489,936
2025Q1119,661
2025Q292,079
2025Q3327,366
2025Q455,345
2026Q177,845

Article volume measures coverage, not market sales.

Tone of coverage over time

2021
79,914 positive · 33,308 neutral · 65,102 negative
2022
108,344 positive · 51,867 neutral · 85,721 negative
2023
136,228 positive · 64,430 neutral · 76,005 negative
2024
141,756 positive · 99,105 neutral · 83,076 negative
2025
166,168 positive · 155,295 neutral · 272,476 negative

Leading coverage topics

Smart Cities coverage across United Kingdom · ranked by full-period article count.

Geopolitical Disputes And Contested Areas299,468 articles in the full recorded period
108,089 recent · 81,378 prior
International And Transnational Geographic Entities299,468 articles in the full recorded period
108,091 recent · 81,381 prior
Administrative And Political Subdivisions299,427 articles in the full recorded period
108,068 recent · 81,373 prior
International Political Relations39,389 articles in the full recorded period
12,108 recent · 8,482 prior
Security And Defense Policies26,198 articles in the full recorded period
8,412 recent · 5,780 prior
International Relations And Diplomacy18,690 articles in the full recorded period
5,240 recent · 4,300 prior
International Sports Competitions14,235 articles in the full recorded period
3,334 recent · 3,828 prior
Trade Policies And Agreements14,147 articles in the full recorded period
6,402 recent · 4,024 prior
Cryptocurrency Impact On Forex Markets13,391 articles in the full recorded period
3,676 recent · 2,516 prior
Human Rights Advocacy Reports10,252 articles in the full recorded period
2,926 recent · 2,313 prior

Recent and prior counts use the source comparison windows.

Topics gaining and losing attention

Smart Cities coverage across United Kingdom

KeywordRecentPriorChange
countries4,1921,862125%
tariff negotiations3,8642,28369%
free trade deals2,1071,022106%
stock performance1,9901,25958%
trade dispute mechanisms1,821763139%
bilateral trade1,730698148%
foreign policy analysis1,36889653%
multilateral diplomacy1,34975379%
national security strategy1,208502141%
exchange rates964171464%
free casino games291,118-97%
social casino291,115-97%
sweepstakes casino291,115-97%
simulated gambling apps311,112-97%
fun play casinos301,112-97%

Event and signal lenses

Smart Cities coverage across United Kingdom

All complete annual cohorts shown
Rising

Regulatory Risk

694,612 classified articles

territories, disputed islands, countries

22.0% critical · 13.2% positive
Rising

Funding Momentum

63,514 classified articles

inflation reports fx, currency intervention policies, eur/usd

39.8% critical · 41.9% positive
Rising

Growth

130,180 classified articles

gdp growth forex, stock performance, inflation reports fx

28.4% critical · 48.3% positive

Smart Cities coverage across United Kingdom. Topic labels describe recorded classifications and can include broad context.

RESEARCH SIGNALS

What Smart Cities research is working on

51,078 papers in the recorded worldwide scope.

Expand panel +
51,078papers
51,078worldwide comparison pool
India-affiliated papers

Research orientation

Promising
18,286
Breakthrough
13,546
Problem-identifying
8,822
Descriptive
7,345
Comparative
1,497
Cautionary
986
Critical
596

Contribution mix

Methods-led
28,451
Empirical
11,829
Reviews
6,386
Position pieces
3,585
Theoretical
827

Tone counts: 48,921 positive · 755 neutral · 1,402 negative.

Common problems researchers identify
9,418 papers · 18.4% of this field
  • Smart city4,953 papers
  • Intelligent transportation system1,284 papers
  • Internet of Things1,080 papers
  • Sustainability732 papers
  • Corporate governance711 papers
  • Computer security708 papers
  • Government698 papers
  • Urban planning535 papers

Landmark: Smart Cities: Definitions, Dimensions, Performance, and Initiatives

Cautions
986 papers · 1.9% of this field
  • Smart city418 papers
  • Intelligent transportation system141 papers
  • Corporate governance111 papers
  • Internet of Things83 papers
  • Sustainability81 papers
  • Government73 papers
  • Software deployment70 papers
  • Computer security68 papers

Landmark: The Metaverse as a Virtual Form of Smart Cities: Opportunities and Challenges for Environmental, Economic, and Social Sustainability in Urba

Opportunities
31,832 papers · 62.3% of this field
  • Smart city7,149 papers
  • Intelligent transportation system6,963 papers
  • Internet of Things2,659 papers
  • Cloud computing1,840 papers
  • Traffic congestion1,767 papers
  • Traffic flow1,648 papers
  • Scalability1,608 papers
  • Software deployment1,450 papers

Landmark: Smart Cities in Europe

Leading institutions

Chinese Academy of Sciences
15,361
Tsinghua University
10,550
University of Waterloo
9,879
Shandong Institute of Automation
8,009
Beijing Jiaotong University
7,882
Beihang University
7,590

Leading researchers

Fei‐Yue Wang
7,609
Taewoo Nam
6,489
Andréa Zanella
6,355
Michele Zorzi
6,322
Lorenzo Vangelista
6,097
Yu Zheng
6,044
Nicola Bui
6,008
Angelo Castellani
6,008

Highly cited breakthrough-labelled papers

  • Smart Cities in Europe3,247 citations
  • Traffic Flow Prediction With Big Data: A Deep Learning Approach2,943 citations
  • Learning Traffic as Images: A Deep Convolutional Neural Network for Large-Scale Transportation Network Speed Prediction1,383 citations
  • Using LSTM and GRU neural network methods for traffic flow prediction1,381 citations
  • An Information Framework for Creating a Smart City Through Internet of Things1,317 citations

Common problems researchers identify

8,555 papers · 7 recurring themes
7 cards

Swipe or scroll horizontally to browse.

Governance and Demographic ChallengesCommon problems researchers identify · 01

Governance and Demographic Challenges

1,157 papers

19.3% of this theme group

Researchers highlight difficulties in aligning government structures and population dynamics with smart city ambitions.

Smart city (993) · Government (170) · Tourism (85) · Population (100)

CHALLENGES HINDERING THE ATTAINMENT OF SMART CITIES

SMART SUSTAINABLE CITIES: THE EXPERIENCE OF THE NORDIC COUNTRIES

View research history
YearShare index
2022400.6
2023371.2
2024252.2
2025267.1
Sustainable Development ObstaclesCommon problems researchers identify · 02

Sustainable Development Obstacles

1,156 papers

19.3% of this theme group

Papers discuss barriers to achieving sustainability goals through smart city technologies and architectural planning.

Smart city (988) · Sustainable development (252) · Sustainability (286) · Architectural engineering (132)

Enhancing sustainable urban development through smart city applications

The smart future for sustainable development: Artificial intelligence solutions for sustainable urbanization

View research history
YearShare index
2022867.5
2023947.2
20241101.2
2025879.0
IoT Security and Privacy RisksCommon problems researchers identify · 03

IoT Security and Privacy Risks

890 papers

14.8% of this theme group

Studies focus on vulnerabilities and privacy concerns arising from widespread IoT deployment in urban environments.

Internet of Things (609) · Smart city (664) · Computer security (287) · Internet privacy (75)

A survey of security and privacy issues in IoT for smart cities

Innovation Opportunities through Internet of Things (IoT) for Smart Cities

View research history
YearShare index
20221696.5
20231696.9
20241655.4
20251279.6
Intelligent Transportation LimitationsCommon problems researchers identify · 04

Intelligent Transportation Limitations

886 papers

14.8% of this theme group

Research points to technical and operational issues hindering advanced traffic management and public transport integration.

Intelligent transportation system (700) · Transport engineering (218) · Advanced Traffic Management System (73) · Public transport (98)

Intelligent transportation spaces: vehicles, traffic, communications, and beyond

A Systematic Review on Intelligent Transport Systems

View research history
YearShare index
2022320.2
2023311.0
2024235.7
2025165.1
Corporate Governance GapsCommon problems researchers identify · 05

Corporate Governance Gaps

711 papers

11.8% of this theme group

Works examine shortcomings in institutional coordination and public‑sector collaboration for smart city initiatives.

Corporate governance (378) · Smart city (585) · Government (169) · Public relations (50)

Governing Smart Cities

Smart city governance: exploring the institutional work of multiple actors towards collaboration

View research history
YearShare index
2022224.1
2023215.9
2024121.5
2025125.8
Vehicular Network Security ConcernsCommon problems researchers identify · 06

Vehicular Network Security Concerns

626 papers

10.4% of this theme group

Analyses reveal threats and protection challenges within vehicular ad‑hoc and connected‑vehicle systems.

Vehicular ad hoc network (126) · Wireless ad hoc network (65) · Intelligent transportation system (211) · Automotive industry (71)

A systematic review on security issues in vehicular ad hoc network

An Investigation of Cyber-Attacks and Security Mechanisms for Connected and Autonomous Vehicles

View research history
YearShare index
2022108.7
202399.7
202468.8
202590.1
Urban Data and Planning ComplexitiesCommon problems researchers identify · 07

Urban Data and Planning Complexities

574 papers

9.6% of this theme group

Literature addresses difficulties in leveraging big data for urban computing and transport planning.

Urban planning (121) · Urban computing (36) · Public transport (49) · Big data (55)

Urban Computing

Urban Computing: Concepts, Methodologies, and Applications

View research history
YearShare index
2022965.8
2023979.9
20241030.9
20251113.9

Cautions

887 papers · 7 recurring themes
7 cards

Swipe or scroll horizontally to browse.

Sustainability Metric PitfallsCautions · 01

Sustainability Metric Pitfalls

184 papers

20.7% of this theme group

Authors caution that smart‑city data may misrepresent progress toward sustainable development goals.

Smart city (160) · Sustainability (39) · Sustainable development (28) · Regional science (14)

Monitoring the <i>Sustainable Development Goals</i> in cities: Potentials and pitfalls of using smart city data

Smart city development in the context of sustainable development and environmental solutions

View research history
YearShare index
2022377.8
2023428.4
2024455.6
2025527.7
IoT Deployment VulnerabilitiesCautions · 02

IoT Deployment Vulnerabilities

154 papers

17.4% of this theme group

Papers warn of security flaws and implementation risks when integrating IoT into city infrastructures.

Internet of Things (72) · Smart city (117) · Computer security (50) · Software deployment (21)

IoT technologiesfor smart cities

Analyzing the Potential of Smart Cities: Technologies, Frameworks, Vulnerabilities, Threats, and Information Security Solutions

View research history
YearShare index
20221694.2
20231699.8
20241652.7
20251416.8
Connected Vehicle Transition RisksCautions · 03

Connected Vehicle Transition Risks

151 papers

17.0% of this theme group

Research highlights potential safety and cybersecurity issues as traffic systems shift to automated vehicle platforms.

Intelligent transportation system (111) · Transport engineering (25) · Advanced Traffic Management System (10) · Traffic congestion (15)

Effects on Intelligent Transportation Systems Planning and Deployment in a Connected Vehicle Environment

Transition from Traditional Intelligent Transportation Systems to Connected and Automated Vehicles: Modeling Potential Benefits and Cybersec

View research history
YearShare index
2022320.2
2023311.0
2024235.7
2025165.1
Governance Model UncertaintiesCautions · 04

Governance Model Uncertainties

126 papers

14.2% of this theme group

Studies question the effectiveness of existing governance frameworks for managing smart‑city technologies.

Corporate governance (75) · Smart city (97) · Government (30) · Citizen journalism (19)

Smart city concept: Integrating technology into municipal governance

Smart Cities Governance: Governance Models for Sustainable Smart Cities

View research history
YearShare index
202277.9
202378.2
202467.4
2025132.2
Adaptive Cruise Control ImpactsCautions · 05

Adaptive Cruise Control Impacts

101 papers

11.4% of this theme group

Analyses explore how varying adoption rates of vehicle‑to‑vehicle communication affect road safety and congestion.

Cruise control (11) · Collision (9) · Cooperative Adaptive Cruise Control (7) · Traffic congestion (14)

Examining the Impact on Road Safety of Different Penetration Rates of Vehicle-to-Vehicle Communication and Adaptive Cruise Control

Cooperative Automated Driving for Various Traffic Scenarios: Experimental Validation in the GCDC 2016

View research history
YearShare index
202216.6
202315.5
20247.3
20259.3
Big Data Urban Planning RisksCautions · 06

Big Data Urban Planning Risks

95 papers

10.7% of this theme group

Works caution that extensive data use may create inequities or misguide long‑term urban policy decisions.

Public transport (15) · Big data (14) · Urban planning (14) · Urbanism (5)

Smart cities, big data and urban policy: Towards urban analytics for the long run

Urban Digital Twins and metaverses towards city multiplicities: uniting or dividing urban experiences?

View research history
YearShare index
20221125.3
20231124.6
20241144.4
20251278.0
VANET Communication ChallengesCautions · 07

VANET Communication Challenges

76 papers

8.6% of this theme group

Research identifies packet loss and network stability problems that could undermine vehicular ad‑hoc networks.

Vehicular ad hoc network (21) · Network packet (14) · Computer network (15) · Wireless ad hoc network (10)

A Survey on Software-Defined VANETs: Benefits, Challenges, and Future\n Directions

The Current Security Challenges of Vehicle Communication in the Future Transportation System

View research history
YearShare index
20221131.5
20231040.1
2024742.5
2025371.5

Opportunities

28,742 papers · 7 recurring themes
7 cards

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Integrated Sustainable GovernanceOpportunities · 01

Integrated Sustainable Governance

1,280 papers

21.3% of this theme group

Opportunities focus on aligning smart‑city actions with sustainability and corporate governance frameworks.

Smart city (1,009) · Sustainable development (131) · Corporate governance (99) · Sustainability (153)

Smart City for Development: Towards a Conceptual Framework

Smart city actions to support sustainable city development

View research history
YearShare index
2022357.3
2023407.9
2024431.1
2025567.5
Advanced Traffic Safety SystemsOpportunities · 02

Advanced Traffic Safety Systems

1,069 papers

17.8% of this theme group

Papers propose intelligent transportation solutions for accident detection, avoidance, and overall road safety.

Intelligent transportation system (865) · Transport engineering (206) · Advanced Traffic Management System (69) · Computer security (82)

Accident Detection, Avoidance and Prevention using Intelligent Transportation System

Intelligent transport systems in road traffic

View research history
YearShare index
2022320.2
2023311.0
2024235.7
2025165.1
Deep Learning for Vehicle PerceptionOpportunities · 03

Deep Learning for Vehicle Perception

932 papers

15.5% of this theme group

Research showcases hybrid AI models improving traffic sign and vehicle detection for autonomous driving.

Object detection (120) · Convolutional neural network (96) · License (60) · Advanced driver assistance systems (62)

A New Hybrid Approach Based on Discrete Wavelet Transform and Deep Learning for Traffic Sign Recognition in Autonomous Vehicles

A HYBRID ML–DL FRAMEWORK FOR REAL-TIME VEHICLE DETECTION, CLASSIFICATION, AND TRACKING IN INTELLIGENT TRAFFIC SURVEILLANCE

View research history
YearShare index
2022656.0
2023625.9
2024366.2
2025555.5
Machine‑Learning Traffic ManagementOpportunities · 04

Machine‑Learning Traffic Management

831 papers

13.8% of this theme group

Studies demonstrate data‑driven approaches to alleviate congestion and optimize traffic flow in smart cities.

Traffic flow (325) · Traffic congestion (285) · Intelligent transportation system (338) · Graph (114)

Smart cities: Fusion-based intelligent traffic congestion control system for vehicular networks using machine learning techniques

Assessing the Suitability of Different Machine Learning Approaches for Smart Traffic Mobility

View research history
YearShare index
2022125.3
2023124.0
202492.7
2025130.3
Geospatial Big‑Data Transportation AnalyticsOpportunities · 05

Geospatial Big‑Data Transportation Analytics

717 papers

11.9% of this theme group

Works present platforms that fuse spatial data and analytics to enhance transport planning and performance measurement.

Urban computing (37) · Public transport (65) · Urban planning (59) · Big data (67)

A Cyber-Physical System and Graph-Based Approach for Transportation Management in Smart Cities

A Generic and Flexible Geospatial Data Warehousing and Analysis Framework for Transportation Performance Measurement in Smart Connected Citi

View research history
YearShare index
2022965.8
2023979.9
20241030.9
20251113.9
IoT‑Enabled Sustainable Home ServicesOpportunities · 06

IoT‑Enabled Sustainable Home Services

682 papers

11.4% of this theme group

Papers highlight IoT applications for waste management, energy efficiency, and broader urban sustainability.

Internet of Things (426) · Smart city (362) · Cloud computing (107) · Home automation (38)

A Sustainable Pattern of Waste Management and Energy Efficiency in Smart Homes Using the Internet of Things (IoT)

IOT IN SMART CITIES: ENGINEERING SOLUTIONS FOR SUSTAINABLE URBAN DEVELOPMENT

View research history
YearShare index
20221881.8
20231902.0
20242067.9
20252107.6
Predictive VANET Trust ModelsOpportunities · 07

Predictive VANET Trust Models

489 papers

8.2% of this theme group

Research introduces prediction and trust evaluation techniques to strengthen data exchange in vehicular networks.

Vehicular ad hoc network (226) · Wireless ad hoc network (86) · Computer network (116) · Network packet (56)

A pervasive prediction model for vehicular ad-hoc network (VANET)

Poster Abstract: Trust Evaluation for Data Exchange in Vehicular Networks

View research history
YearShare index
20221117.1
20231027.6
2024734.7
2025330.4

How this field compares with the research baseline

Orientation shares compared with 25,000 papers in the reference sample.

Research orientationThis fieldReference sample
Promising35.8%36.7%
Breakthrough26.5%26.3%
Problem-identifying17.3%9.9%
Descriptive14.4%17.6%
Comparative2.9%4.1%
Cautionary1.9%4.5%
Critical1.2%1.0%

Concerns receiving less research attention

Counts and shares refer to the stated research pool. A low count describes how much of that research is recorded here, not the absence of a real-world concern.

Concern / example paperPapersShareRaised as a problemWorldwide share
Privacy & surveillanceMaking sense of smart cities: addressing present shortcomings2,5395.54%974 (38.4%)5.54%
Energy & datacenter footprintThe Role of Intelligent Transportation Systems and Artificial Intelligence in Energy Efficiency and Emission Reduction780.17%13 (16.7%)0.17%
Hardware, e-waste & supply chainModelling e-waste management data in smart cities400.09%9 (22.5%)0.09%
Safety & misuseTowards Smart-City Implementation for Crisis Management in Fast-Growing and Unplanned Cities: the Colombian Scenario160.03%4 (25.0%)0.03%
Bias & fairnessSmarter places or deeper exclusion? AI, urban planning and disability discrimination law: a case study using Smart Place160.03%3 (18.8%)0.03%
Labour & data workHOW DOES A SMART CITY STRUCTURE ITS LABOR MARKET POLICY? A COMPARATIVE STUDY OF GLOBAL CITIES40.01%3 (75.0%)0.01%
Concentration of compute power<b>Dynamic </b><b>p</b><b>ricing and </b><b>d</b><b>ispatching in </b><b>c</b><b>ar-</b><b>s</b><b>haring </b><b>s</b><b20.0%0 (0.0%)0.0%
Carbon & emissions of computeTowards Green and Sustainable AI-Native RAN: From Prediction to Live Testbed Deployment10.0%0 (0.0%)0.0%
Water use00.0%0 (%)0.0%

Institution and researcher rankings use citations to their covered work. Research scope: worldwide. This may be broader than the company geography.

GEOGRAPHIC FOOTPRINT

Where companies are based

Company counts, hiring and disclosed funding across the recorded hubs.

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8 cards

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UNDERSTAND THE LANDSCAPE

Smart Cities in the United Kingdom: key questions

Clear definitions for making better comparisons.

What does this landscape measure?

It measures the tracked company ecosystem, recorded funding, hiring and other available evidence. It is not a market-size estimate.

Can segment counts be added together?

No. A company can belong to several segments, so segment counts and funding can overlap.

What does a missing figure mean?

A dash or unavailable panel means the current reviewed source snapshot does not support that figure.

Company ecosystem snapshot: 3 September 2026. Funding is recorded in USD; filed accounts retain their stated currency and reporting basis. Each section identifies its own coverage. The news and research behind these sections is explorable in Prism.

Canonical landscape ↗
Coming soon