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 DENMARK EDITION 2026

Denmark’s
enterprise infrastructure industry,
in focus.

The companies, capital and talent shaping enterprise infrastructure in Denmark. Find the leaders. Understand the segments. See where the activity is.

Snapshot: Funding in USD
Illustrated cover for Enterprise Infrastructure Industry Landscape of Denmark
DK
COMPANIES · CAPITAL · TALENT

An industry ecosystem,
measured in context.

Enterprise Infrastructure illustration
MEET THE COMPANIES

Explore Denmark’s enterprise infrastructure leaders

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

Expand panel +
Enterprise Infrastructure company highlights in Denmark, snapshot 4 September 2026
Company
Keepitkeepit.com$203.11M—128Financial figure available in RadarView in Radar
Leapworkleapwork.com$79.61M6 roles212—
LogPointlogpoint.com$48.71M3 roles——
Napatechnapatech.com$34.93M—81—
CardLabcardlab.com$23.03M—1—
Sepiorsepior.com$18.98M—12—
Uizarduizard.io$18.6M—16—
Umbracoumbraco.com$9.13M—70—
Level 8level8.dk—3 roles20—
BullWallbullwall.com—2 roles25—
airtameairtame.com—2 roles70—
grid.studiogrid.studio—2 roles——
BiQbiq.dk—1 roles40Financial figure available in RadarView in Radar
Human Riskshumanrisks.com—1 roles——
Ceptorceptor.io———Financial figure available in RadarView in Radar
Cookiebotcookiebot.com——12—
Dartdart.dev————
Dopraxdoprax.com————
Freeicons.iofreeicons.io————
Greener Pasturesgreenerpastures.dk——30—
MitIDmitid.dk————
Moxsomoxso.com——9—
Omadaomada.net——36Financial figure available in RadarView in Radar
Princhprinch.com——16—
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

Enterprise Infrastructure industry KPIs in Denmark

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

4 September 2026
Hiring participation5.9%

18 of 303 tracked companies have open roles.

Funding participation15.8%

48 of 303 tracked companies have a recorded round.

Top 3 funding share63.0%

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

Median disclosed round$1.02M

Midpoint of 84 rounds with a disclosed amount.

Scale is concentrated. Opportunity is broader. The three largest funding recipients hold 63.0% of disclosed capital, while 84.2% of tracked companies have no recorded funding round.

Explore the segments →
CAPITAL & COMPANY FORMATION

How Denmark enterprise infrastructure 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

Denmark enterprise infrastructure
$0$33.51M$67.02M$100.54M$134.05M2016: $3.95M20162017: $16.37M20172018: $19.29M20182019: $21.35M20192020: $64.35M20202021: $117.59M20212022: $27.22M20222023: $12.86M20232024: $100.98M20242025: $85.29M2025
View the numbers
Annual enterprise infrastructure funding and company formation in Denmark
YearFunding (USD)FoundedRaising
2016$3.95M177
2017$16.37M1810
2018$19.29M169
2019$21.35M1910
2020$64.35M199
2021$117.59M1111
2022$27.22M124
2023$12.86M95
2024$100.98M44
2025$85.29M03
WHERE CAPITAL SITS

Funding concentration

Share of all disclosed company funding.

  • Keepit38.6%
  • Leapwork15.1%
  • LogPoint9.3%
  • Other companies37.0%

Funding by stage

93 recorded rounds since 2016

NUMBER OF ROUNDS
Seed & Angel48 51.6%
Series A–B21 22.6%
Series C+ / PE0 0.0%
Grants, debt & other24 25.8%

Recent recorded rounds

Latest recorded rounds · USD
0 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.

Series B12/2024
Keepitkeepit.com$50M

Backed by One Peak and Danmarks Eksport og Investeringsfond.

Series A08/2021
Uizarduizard.io$15M

Backed by Insight Partners and Mariano Suarez Battan and others.

Series A03/2018
Sepiorsepior.com$11.06M

Participating investors were not recorded in this snapshot.

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 +
DKK · millions · standalone

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.

FY2017 · company accounts; aggregate reporting threshold not met · 1 reporting entities from 69 eligible matches.

Revenue in covered accounts—

Sum of reporting-entity revenue; not Denmark 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 1 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

FY2017 · 1 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.

1 reporting entities
Continue your financial research in Radar

Explore full company accounts and filings.

View financials in Radar ↗
DENMARK · INDUSTRY COHORTS

How does enterprise infrastructure 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 Denmark companies on this page show up online: the sites people visit, the apps they install, and how often those apps ship.

Busiest websites

10 of the 303 companies on this page carry a measured traffic record (3.3%); these are the largest of those, by monthly visits. The median among them is 408,624 visits.

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

Most-installed apps

23 of these companies (7.6%) publish at least one Android app — 114 apps in all, carrying 2M installs between them.

AppInstallsRatingStore category
PrinchPrinch444.9K4.7Productivity
Mocha VNC LiteMochaSoft382.3K3.2Communication
True Bluetooth Mouse KeyboardMochaSoft316.1K3Communication
Mocha RDP LiteMochaSoft245.2K3.3Tools
Unlocator VPNUnlocator185.4K3.1Productivity
Mocha Telnet LiteMochaSoft86K2.6Business
Mocha Ping LiteMochaSoft67.1K3.7Tools
Tungsten Printix AppPrintix66.3K3.5Business
Chili Security for AndroidChili Security56.7K—Tools
Wiandi by MinForeningMinForening31.7K—Productivity

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 (2023Q1–2025Q4).

SegmentAppsInstallsLeading appRelease trend
Virtualization251.2MMocha VNC Lite 382.3K
It Operations6528.5KPrinch 444.9K
Cybersecurity15291.3KUnlocator VPN 185.4K
Enterprise Software445.2KWiandi by MinForening 31.7K
Enterprise Collaboration336.7KKommune TV 3.6K
Pc Software6521KWiseMo Host 7.7K
Enterprise Information Management414.5KF2 Touch 11.2K
Enterprise Mobility313.6KNext® Go 1.7K

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.

2023Q1: 22023Q1: 02023Q12023Q2: 12023Q2: 12023Q22024Q4: 22024Q4: 22024Q42025Q2: 12025Q2: 02025Q22025Q3: 12025Q3: 122025Q32025Q4: 12025Q4: 42025Q4

Darker bars are new releases, lighter bars apps updated. 112 of 114 apps carry a release date. The series ends at 2025Q4, the last quarter that closed before the June 2026 reading.

INSIDE THE INDUSTRY

The Denmark enterprise infrastructure market map

Explore the segments behind the headline numbers.

Expand panel +

Where companies are building

Rank segments by scale, hiring or disclosed funding.

Enterprise tech228
Enterprise software191
Saas135
Data security26
Consumer digital24
Identity access management20
Fintech13
Remote work tools13
Website builders10
Low code development platforms10
Vulnerability assessment10
Enterprise mobility10

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

SEGMENT TO EXPLORE

Enterprise tech

The largest measured segment in this report snapshot.

228companies
5.3%have hiring activity

12 companies hiring · $524.84M disclosed funding

Explore in Radar

How companies make money

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

Subscription259
Fee-for-service28
Advertising19
E-commerce - service16
Commission on transaction13
E-commerce - product9
Physical commerce3
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 roundsmoxso.com ↗

Denmark-based Moxso secured €4.7 million to scale its AI-driven security awareness and human-risk intelligence platform.

Funding roundskeepit.com ↗

Keepit, the world’s only vendor-neutral and truly immutable cloud dedicated to SaaS data protection, has announced a strategic financial update to upsize and refinance its credit facilities amounting to $60 million USD from the Export and Investment Fund of Denmark (EIFO) and HSBC Innovation Banking.

Funding roundsceptor.io ↗

CepTor Corp. (OTC BB:CEPO) Private placement of convertible notes $2 Cornell Capital Partners LP purchased the three-year, 8% notes, which are convertible at the lesser of 105% of the price prior to the deal, or 95% of the lowest price for 20 days before conversion (12/15)

Mergers & acquisitionsfluid-solutions.dk ↗

Cantel Medical (Little Falls, New Jersey), through its Mar Cor Purification subsidiary, has expanded its infection prevention and control business in water treatment by purchasing the assets of Fluid Solutions (Lowell, Massachusetts).

Mergers & acquisitionsnextway.software ↗

Main Capital Partners BV acquired a majority stake in IT consulting and services company Nextway Software A/S.

Mergers & acquisitionslogpoint.com ↗

Logpoint has acquired Danish cybersecurity company Muninn to enhance its ability to provide advanced cybersecurity solutions.

Leadership movesomada.net ↗

Omada A/S ('Omada'), a global leader of AI-powered Identity Security and Governance, today announced the appointment of Jakob H. Kraglund as Chief Executive Officer.

Company announcementssecomea.com ↗

Secomea, a global leader in secure remote access for industrial OT environments, today announced a significant expansion of its product and technology organization, doubling its investment in product development to accelerate innovation, scalability, and long-term category leadership.

Regulatorygreenerpastures.dk ↗

Local fund management firm Greener Pastures launched a new fund targeting investors from abroad with at least $5 million to invest into the kiwifruit sector, with approval by New Zealand Trade and Enterprise.

Leadership movesleapwork.com ↗

Leapwork, the leading provider of AI-powered automated testing technologies for enterprise SaaS applications, today announced that Kenneth Ziegler has joined Leapwork as Chief Executive Officer.

Full recorded event mix

Top 8 categories among 45 recorded events in the 24-month window.

Leadership moves
18
Funding rounds
15
Mergers & acquisitions
4
Contracts
4
IPO activity
1
Regulatory
1
Company announcements
1
New products
1
4 activity cards

Swipe or scroll horizontally to browse.

IPO pipeline

1 companies with recorded IPO activity

Omada ↗

IPO · Nasdaq1 reports

Leadership moves

3 tracked people moves

Omada ↗
Jakob H. Kraglund

Appointment Chief Executive Officer

LogPoint ↗
Mikkel Drucker

Appointment Chief Executive Officer

Keepit ↗
Jan Ursi

Appointment Vice President of Global Channel

Contract wins

3 recorded customer wins

Omada ↗

Customer: Riverty GroupFintech

Omada ↗

Customer: dura vermeerconstruction, infrastructure, technology

Regulatory events

1 recorded events

approved for launchNew Zealand Trade and Enterprise

Mergers and acquisitions

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

Acquirer → targetStatusDateValue / context
cantel medical→Fluid ↗Announced2025-02-14Not stated in snapshot
main capital partners→multi support danmark ↗Announced2024-12-07Not stated in snapshot
LogPoint→Muninn AI ↗Announced2024-10-04Not stated in snapshot
alfapeople→microsolutionsAnnounced2024-08-15Not stated in snapshot
miro→Uizard ↗Announced2024-06-17Not stated in snapshot
summa equity→LogPoint ↗Announced2023-04-06Not stated in snapshot

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

PEOPLE & OPPORTUNITY

The talent market

0 postings in the preceding 12 months. The full 2-posting snapshot covers 2 employers.

Expand panel +

Most advertised job titles

Job In Germany: It System Administrator (F/M/D) Infrastructure Network, Firewall, Storage1
Infrastructure And Transportation1
0 internship postings

0 tracked postings mention remote work.

THE PEOPLE BUILDING THE FIELD

Founders and leaders

151 founders and chief executives across 111 companies.

Expand panel +
12 profiles

Swipe or scroll horizontally to browse.

Education networks

15 profiles with education records.

Copenhagen Business School
11
INSEAD
2
Duke University
1
University of Oxford
1
Stanford University
1
University of California (Berkeley)
1
Harvard University
1
Massachusetts Institute of Technology
1

Prior employers

3 profiles with prior-work records.

eBay
1
Uber
1
Google
1
Microsoft
1

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

NEWS INTELLIGENCE

How this industry appears in the news

179,563 articles in the measured 12-month window.

Expand panel +
179,563articles in the measured year
28,655articles in 2026Q1
19.7%positive tone in the latest complete year

News volume trends

Enterprise Infrastructure coverage across Denmark · articles per complete quarter

030,91161,82292,733123,6452021Q2: 22,4962021Q22021Q3: 22,8362021Q4: 21,7392022Q1: 24,5992022Q2: 23,7732022Q22022Q3: 24,5282022Q4: 31,8222023Q1: 30,2822023Q2: 27,5102023Q22023Q3: 29,4352023Q4: 26,2552024Q1: 33,7562024Q2: 42,4662024Q22024Q3: 39,0122024Q4: 40,3342025Q1: 62,0922025Q2: 33,5962025Q22025Q3: 107,5172025Q4: 17,8502026Q1: 28,6552026Q1
View quarterly article counts
QuarterArticles
2021Q222,496
2021Q322,836
2021Q421,739
2022Q124,599
2022Q223,773
2022Q324,528
2022Q431,822
2023Q130,282
2023Q227,510
2023Q329,435
2023Q426,255
2024Q133,756
2024Q242,466
2024Q339,012
2024Q440,334
2025Q162,092
2025Q233,596
2025Q3107,517
2025Q417,850
2026Q128,655

Article volume measures coverage, not market sales.

Tone of coverage over time

2021
24,949 positive · 30,033 neutral · 16,895 negative
2022
35,277 positive · 46,973 neutral · 22,351 negative
2023
35,927 positive · 59,376 neutral · 18,054 negative
2024
40,771 positive · 94,491 neutral · 20,196 negative
2025
43,605 positive · 148,988 neutral · 28,327 negative

Leading coverage topics

Enterprise Infrastructure coverage across Denmark · ranked by full-period article count.

Geopolitical Disputes And Contested Areas299,509 articles in the full recorded period
108,073 recent · 81,373 prior
International And Transnational Geographic Entities299,505 articles in the full recorded period
108,072 recent · 81,374 prior
Administrative And Political Subdivisions299,476 articles in the full recorded period
108,065 recent · 81,365 prior
International Political Relations12,377 articles in the full recorded period
4,612 recent · 4,252 prior
International Sports Competitions11,067 articles in the full recorded period
1,961 recent · 2,149 prior
Security And Defense Policies8,194 articles in the full recorded period
3,124 recent · 2,516 prior
Nationalism And Sovereignty Debates5,379 articles in the full recorded period
2,068 recent · 2,455 prior
Olympic Games Coverage4,499 articles in the full recorded period
902 recent · 987 prior
International Relations And Diplomacy4,466 articles in the full recorded period
1,678 recent · 1,229 prior
Soccer Tournament Competitions4,412 articles in the full recorded period
669 recent · 1,028 prior

Recent and prior counts use the source comparison windows.

Topics gaining and losing attention

Enterprise Infrastructure coverage across Denmark

KeywordRecentPriorChange
countries4,1891,858125%
geopolitical alliances79648763%
tariff negotiations594252136%
diplomatic strategies59437260%
multilateral diplomacy560180211%
foreign policy analysis409205100%
drone warfare313132308%
diplomatic engagements28219644%
national security strategy280107162%
study overseas27897187%
europa league122722-83%
quarterfinals154434-65%
final match79415-81%
olympic trials80234-66%
summer olympics athletics9139-94%

Event and signal lenses

Enterprise Infrastructure coverage across Denmark

All complete annual cohorts shown
Rising

Regulatory Risk

459,681 classified articles

territories, disputed islands, countries

6.8% critical · 5.6% positive
Rising

Funding Momentum

16,448 classified articles

technical rock journeys, prog rock epics, complex rock narratives

37.7% critical · 46.3% positive
Rising

Growth

19,429 classified articles

league expansion news, offshore wind farms, quarterly results

32.3% critical · 48.4% positive

Enterprise Infrastructure coverage across Denmark. Topic labels describe recorded classifications and can include broad context.

RESEARCH SIGNALS

What Enterprise Infrastructure research is working on

53,444 papers in the recorded worldwide scope.

Expand panel +
53,444papers
53,444worldwide comparison pool
—India-affiliated papers

Research orientation

Breakthrough
20,901
Promising
13,313
Descriptive
11,458
Problem-identifying
4,591
Comparative
1,508
Cautionary
1,382
Critical
291

Contribution mix

Methods-led
30,427
Reviews
10,697
Empirical
9,347
Position pieces
2,528
Theoretical
445

Tone counts: 50,556 positive · 1,330 neutral · 1,558 negative.

Common problems researchers identify
4,882 papers · 9.1% of this field
  • Cloud computing3,354 papers
  • Big data372 papers
  • Cloud computing security363 papers
  • Computer security318 papers
  • Scalability300 papers
  • Software deployment275 papers
  • Digital transformation265 papers
  • Internet of Things251 papers

Landmark: Edge Computing: Vision and Challenges

Cautions
1,382 papers · 2.6% of this field
  • Cloud computing824 papers
  • Aerosol94 papers
  • Scalability88 papers
  • Big data77 papers
  • Satellite76 papers
  • Software deployment61 papers
  • Cloud computing security58 papers
  • Digital transformation57 papers

Landmark: Above the Clouds: A Berkeley View of Cloud Computing

Opportunities
34,214 papers · 64.0% of this field
  • Cloud computing20,930 papers
  • Scalability4,293 papers
  • Point cloud2,452 papers
  • Software deployment2,051 papers
  • Encryption1,611 papers
  • Scheduling1,555 papers
  • Internet of Things1,544 papers
  • Enhanced Data Rates for GSM Evolution1,535 papers

Landmark: MEGA X: Molecular Evolutionary Genetics Analysis across Computing Platforms

Leading institutions

Google
55,049
King Abdulaziz University
49,779
Temple University
44,860
Tokyo Metropolitan University
39,745
University of California, Berkeley
37,457
Microsoft
32,602

Leading researchers

Sudhir Kumar
39,741
Glen Stecher
39,741
Koichiro Tamura
39,741
Michael Li
37,942
Christina Knyaz
37,942
Rajkumar Buyya
22,621
Stephen E. Fick
15,995
Robert J. Hijmans
15,995

Highly cited breakthrough-labelled papers

  • MEGA X: Molecular Evolutionary Genetics Analysis across Computing Platforms37,942 citations
  • WorldClim 2: new 1‐km spatial resolution climate surfaces for global land areas15,995 citations
  • Google Earth Engine: Planetary-scale geospatial analysis for everyone13,362 citations
  • Caffe11,150 citations
  • SqueezeNet: AlexNet-level accuracy with 50x fewer parameters and <0.5MB model size5,918 citations

Common problems researchers identify

4,040 papers · 7 recurring themes
7 cards

Swipe or scroll horizontally to browse.

Scalable Cloud and Distributed SystemsCommon problems researchers identify · 01

Scalable Cloud and Distributed Systems

1,225 papers

30.3% of this theme group

Researchers discuss challenges in scaling cloud platforms and distributed operating systems.

Cloud computing (1,194) · Scalability (126) · Operating system (113) · Distributed computing (68)

Cloud Computing: Issues and Challenges

Cloud Computing Resource Scheduling and a Survey of Its Evolutionary Approaches

View research history
YearShare index
20221888.2
20231820.5
20241392.9
2025997.1
Virtualization and Big‑Data DeploymentCommon problems researchers identify · 02

Virtualization and Big‑Data Deployment

805 papers

19.9% of this theme group

Papers highlight issues deploying virtualized environments and big‑data workloads in the cloud.

Virtualization (56) · Big data (90) · Software deployment (66) · Cloud computing (214)

Comprehensive Survey on AI-Enhanced Software Systems: From Misinformation Detection to Distributed Infrastructure Optimization

Explainable AI and Multi-Agent Systems for Energy Management in IoT-Edge Environments: A State of the Art Review

View research history
YearShare index
2022587.2
2023539.4
2024377.9
2025550.1
Cloud Security and Data ProtectionCommon problems researchers identify · 03

Cloud Security and Data Protection

802 papers

19.9% of this theme group

Works examine threats and protection mechanisms for cloud‑based data and services.

Cloud computing security (274) · Computer security (261) · Cloud computing (689) · Data security (59)

An analysis of security issues for cloud computing

Cloud computing security threats and responses

View research history
YearShare index
20221615.7
20231661.1
20241296.3
2025737.1
Digital Transformation Business ImpactsCommon problems researchers identify · 04

Digital Transformation Business Impacts

452 papers

11.2% of this theme group

Studies explore how cloud adoption reshapes business models and economic development.

Digital transformation (209) · Digital economy (73) · Cloud computing (257) · Business model (29)

Digital Transformation and Economic Development: Opportunities and Emerging Challenges

Digital Transformation in Business: Opportunities and Challenges

View research history
YearShare index
2022136.4
2023146.9
2024136.2
2025219.8
IoT‑Cloud Integration ChallengesCommon problems researchers identify · 05

IoT‑Cloud Integration Challenges

275 papers

6.8% of this theme group

Research points to technical and security hurdles when linking IoT devices with cloud platforms.

Internet of Things (177) · Cloud computing (184) · Big data (46) · Smart city (21)

IoT and Cloud Computing Issues, Challenges and Opportunities: A Review

IoT–Cloud Integration Security: A Survey of Challenges, Solutions, and Directions

View research history
YearShare index
20221386.9
20231437.9
20241561.4
20251468.6
Aerosol‑Cloud Interaction ModelingCommon problems researchers identify · 06

Aerosol‑Cloud Interaction Modeling

261 papers

6.5% of this theme group

Articles address difficulties in simulating aerosol effects on cloud formation and climate.

Aerosol (49) · Atmospheric sciences (31) · Meteorology (24) · Radiative transfer (22)

Improving our fundamental understanding of the role of aerosol−cloud interactions in the climate system

Confronting the Challenge of Modeling Cloud and Precipitation Microphysics

View research history
YearShare index
2022136.6
2023144.7
202498.2
202558.9
Edge Computing Performance LimitsCommon problems researchers identify · 07

Edge Computing Performance Limits

220 papers

5.4% of this theme group

Analyses focus on latency, resource constraints, and scalability of edge devices.

Enhanced Data Rates for GSM Evolution (132) · Edge computing (143) · Edge device (63) · Cloud computing (165)

Edge Computing: Vision and Challenges

Edge-Computing Architectures for Internet of Things Applications: A Survey

View research history
YearShare index
2022341.3
2023347.8
2024290.4
2025353.1

Cautions

1,133 papers · 7 recurring themes
7 cards

Swipe or scroll horizontally to browse.

Performance Risks in Cloud WorkflowsCautions · 01

Performance Risks in Cloud Workflows

248 papers

21.9% of this theme group

Cautions about unpredictable performance when using cloud for scientific and multi‑task workloads.

Cloud computing (216) · Operating system (48) · Distributed computing (20) · Virtual machine (15)

Performance Analysis of Cloud Computing Services for Many-Tasks Scientific Computing

On the Use of Cloud Computing for Scientific Workflows

View research history
YearShare index
20221821.5
20231734.2
20241309.4
2025638.3
Remote Sensing Cloud Data UncertaintyCautions · 02

Remote Sensing Cloud Data Uncertainty

184 papers

16.2% of this theme group

Studies warn of classification errors and biases in satellite‑derived cloud observations.

Satellite (43) · Radiative transfer (29) · Cloud computing (114) · Remote sensing (18)

Classifying clouds around the globe with the CloudSat radar: 1‐year of results

Reduced aerosol pollution diminished cloud reflectivity over the North Atlantic and Northeast Pacific

View research history
YearShare index
2022237.0
2023255.8
2024184.8
2025122.9
Encryption and Cloud VulnerabilitiesCautions · 03

Encryption and Cloud Vulnerabilities

171 papers

15.1% of this theme group

Papers caution that encryption alone may not mitigate evolving cloud security threats.

Cloud computing security (42) · Encryption (32) · Cloud computing (121) · Computer security (33)

Secure cloud computing: Benefits, risks and controls

A survey of risks, threats and vulnerabilities in cloud computing

View research history
YearShare index
20221728.2
20231777.4
20241382.1
2025987.7
Climate Model Aerosol RepresentationCautions · 04

Climate Model Aerosol Representation

146 papers

12.9% of this theme group

Research highlights shortcomings in modeling aerosol‑cloud interactions within global climate systems.

Climate model (31) · Aerosol (52) · Atmospheric sciences (43) · Climatology (25)

Aerosol Effects on Climate via Mixed-Phase and Ice Clouds

Challenges in global climate models to represent cloud response to aerosols: insights from volcanic eruptions

View research history
YearShare index
202258.6
202370.2
202442.0
202532.4
Digital Transformation Audit ConcernsCautions · 05

Digital Transformation Audit Concerns

141 papers

12.4% of this theme group

Works raise concerns about governance, compliance, and financial oversight in cloud‑driven transformations.

Digital transformation (45) · Cloud computing (84) · Digital economy (14) · Audit (12)

The impact of cloud computing technology on cloud accounting adoption and financial management of businesses

The Impact of Digital Technology on Enterprise Operational Performance

View research history
YearShare index
2022145.1
2023156.6
2024148.6
2025251.7
Sustainability and IoT Data EthicsCautions · 06

Sustainability and IoT Data Ethics

134 papers

11.8% of this theme group

Authors caution about energy use, data privacy, and ethical implications of large‑scale IoT analytics.

Big data (28) · Internet of Things (24) · Analytics (15) · Sustainability (13)

Artificial Intelligence and Cloud-Based Accounting Information Systems: Enhancing Financial Reporting Reliability and Cybersecurity in the D

OPTIMIZING AI-DRIVEN IOT ECOSYSTEMS: ADVANCING SUSTAINABILITY, ENERGY EFFICIENCY, AND SECURITY

View research history
YearShare index
20221436.3
20231484.9
20241600.3
20251526.8
Edge Latency and Container OverheadsCautions · 07

Edge Latency and Container Overheads

109 papers

9.6% of this theme group

Studies point to latency spikes and performance penalties when containerizing edge applications.

Enhanced Data Rates for GSM Evolution (31) · Edge computing (16) · Edge device (14) · Latency (12)

Characterizing Container Performance in Edge Computing

The Rise of Edge Computing: Driving Efficiency and Experience in Distributed Networks

View research history
YearShare index
2022341.3
2023347.8
2024290.4
2025353.1

Opportunities

29,038 papers · 7 recurring themes
7 cards

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AI‑Enhanced Cloud SchedulingOpportunities · 01

AI‑Enhanced Cloud Scheduling

1,730 papers

28.8% of this theme group

Opportunities focus on machine‑learning methods to improve resource allocation and scalability.

Cloud computing (1,648) · Scheduling (189) · Distributed computing (144) · Scalability (278)

AI-DRIVEN CLOUD COMPUTING: MACHINE LEARNING MODELS FOR DYNAMIC RESOURCE ALLOCATION, TASK SCHEDULING, AND PERFORMANCE OPTIMIZATION

Integrating Artificial Intelligence with Cloud Platforms to Optimize Performance, Scalability, and Reliability in Distributed Computing Syst

View research history
YearShare index
2022767.3
2023763.6
2024486.5
2025567.3
Scalable Virtualized DeploymentOpportunities · 02

Scalable Virtualized Deployment

1,153 papers

19.2% of this theme group

Research proposes novel techniques for deploying virtualized services at massive scale.

Scalability (175) · Software deployment (94) · Virtualization (54) · Big data (70)

MAIS: Multi-Model Adaptive Inference Scheduling for Web-Based Intelligent Service Platforms

PLANAR: A Machine Learning Based Approach for Robust Network Resource Placement and Routing

View research history
YearShare index
2022549.1
2023543.7
2024374.3
2025727.5
Advanced Cloud CryptographyOpportunities · 03

Advanced Cloud Cryptography

975 papers

16.2% of this theme group

Papers explore hybrid encryption and authentication schemes to strengthen cloud data security.

Encryption (242) · Cloud computing (744) · Computer security (155) · Cryptography (91)

A Secure and Intelligent Data Transfer System for Cloud Environments using Hybrid Cryptography and Deep Learning-based Intrusion Detection

MULTI-LAYERED AUTHENTICATION AND ENCRYPTION FOR CLOUD SAFETY

View research history
YearShare index
20221699.2
20231743.9
20241356.8
2025971.8
IoT‑Cloud Precision AgricultureOpportunities · 04

IoT‑Cloud Precision Agriculture

618 papers

10.3% of this theme group

Works demonstrate how cloud‑backed IoT can enable fine‑grained monitoring for sustainable farming.

Internet of Things (236) · Cloud computing (385) · Microcontroller (46) · Precision agriculture (34)

Application of Internet of Things (IoT) in Sustainable Supply Chain Management

Intelligent IoT: Leveraging Data Analysis, Computer Vision, and Machine Learning for Smart Systems

View research history
YearShare index
20221273.2
20231335.9
20241478.8
20251358.7
Aerosol‑Cloud Interaction AnalyticsOpportunities · 05

Aerosol‑Cloud Interaction Analytics

587 papers

9.8% of this theme group

Studies develop data‑driven models to better capture aerosol impacts on cloud processes.

Satellite (81) · Radiative transfer (44) · Aerosol (42) · Cloud computing (341)

Capturing Aerosol‐Cloud‐Precipitation Interactions: A Physics‐Informed Sparse Regression Approach for a Coupled Multiscale System With Time

Estimating cloud condensation nuclei from aerosol optical properties across diverse environments: observations, models, and prediction appro

View research history
YearShare index
202289.3
202398.1
202472.4
202569.6
Mobile Edge Computing ServicesOpportunities · 06

Mobile Edge Computing Services

474 papers

7.9% of this theme group

Research highlights platforms for secure, low‑latency services at the network edge.

Enhanced Data Rates for GSM Evolution (259) · Edge computing (221) · Edge device (100) · Mobile edge computing (53)

EdgeCloudSim: An environment for performance evaluation of edge computing systems

Secure Data Sharing and Searching at the Edge of Cloud-Assisted Internet of Things

View research history
YearShare index
2022341.3
2023347.8
2024290.4
2025353.1
Cloud‑Based 3D Point‑Cloud ProcessingOpportunities · 07

Cloud‑Based 3D Point‑Cloud Processing

463 papers

7.7% of this theme group

Papers present methods for scaling lidar data analysis and object recognition in the cloud.

Point cloud (425) · Segmentation (72) · Lidar (66) · Cloud computing (218)

PointAugment: An Auto-Augmentation Framework for Point Cloud Classification

Transforming Point Clouds: A Hybrid Approach for 3D Object Recognition

View research history
YearShare index
2022354.1
2023393.7
2024287.8
2025330.2

How this field compares with the research baseline

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

Research orientationThis fieldReference sample
Breakthrough39.1%26.5%
Promising24.9%37.0%
Descriptive21.4%17.6%
Problem-identifying8.6%9.5%
Comparative2.8%3.9%
Cautionary2.6%4.6%
Critical0.5%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 & surveillanceSecurity and Privacy Challenges in Cloud Computing Environments1,9614.88%409 (20.9%)4.88%
Energy & datacenter footprintHarnessing Green IT: Principles and Practices6001.49%93 (15.5%)1.49%
Carbon & emissions of computeMeasuring the Carbon Intensity of AI in Cloud Instances570.14%8 (14.0%)0.14%
Safety & misuseLocal AI Governance: Addressing Model Safety and Policy Challenges Posed by Decentralized AI490.12%9 (18.4%)0.12%
Bias & fairnessThe CALIPSO Lidar Cloud and Aerosol Discrimination: Version 2 Algorithm and Initial Assessment of Performance300.07%5 (16.7%)0.07%
Concentration of compute powerGeopolitical ecologies of cloud capitalism: Territorial restructuring and the making of national computing power in the 250.06%12 (48.0%)0.06%
Hardware, e-waste & supply chainDigital Detox: Reducing E-Waste Through Sustainable Technology Practices180.04%4 (22.2%)0.04%
Labour & data workThe Ethical and Human-Centric Integration of AI, Robotics, and Cloud Computing in the Future of Work130.03%8 (61.5%)0.03%
Water useAI-Optimized Cooling in Cloud Data Centers: A Feasibility Analysis; Environmental Strategies of the Cloud Computing Indu110.03%3 (27.3%)0.03%

Research orientation and citation rankings describe the covered collection. Its recorded publication dates do not support an overall publication-volume trend.

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

Enterprise Infrastructure in Denmark: 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: 4 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 ↗
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