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 SWEDEN EDITION 2026

Sweden’s
enterprise infrastructure industry,
in focus.

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

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

An industry ecosystem,
measured in context.

Enterprise Infrastructure illustration
MEET THE COMPANIES

Explore Sweden’s enterprise infrastructure leaders

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

Expand panel +
Enterprise Infrastructure company highlights in Sweden, snapshot 2 September 2026
Company
EcoDataCenterecodatacenter.tech$702M50
Lovablelovable.dev$652.63M
EvoluteIQevoluteiq.com$73M6 roles1
Superblockssuperblocks.com$60M37
Arduinoarduino.cc$54M185
Apicaapica.io$53.78M75
Fingerprint Cardsfingerprints.com$52.65M241Financial figure available in RadarView in Radar
Detectifydetectify.com$42.07M162
PointSharppointsharp.com6 roles120
Yubicoyubico.com5 roles207
Nordic Defendernordicdefender.com3 roles
Varnish Softwarevarnish-software.com3 roles70Financial figure available in RadarView in Radar
Colosseum Consultingcolosseum.se2 roles
InfraSight Labsinfrasightlabs.com2 roles17
Intuicellintuicell.com2 roles18
AddSecureaddsecure.com1,000
AppGate Network Securityappgate.com202
Avassaavassa.io23
MSABmsab.com195
Mullvad VPNmullvad.net21
Multisoftmultisoft.se90
Newly Ainewly.app
Outpost24outpost24.com198
Redpill Linproredpill-linpro.com207
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
THE KEY SIGNALS

Enterprise Infrastructure industry KPIs in Sweden

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

2 September 2026
Hiring participation7.1%

37 of 521 tracked companies have open roles.

Funding participation17.7%

92 of 521 tracked companies have a recorded round.

Top 3 funding share70.1%

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

Median disclosed round$1.9M

Midpoint of 105 rounds with a disclosed amount.

Scale is concentrated. Opportunity is broader. The three largest funding recipients hold 70.1% of disclosed capital, while 82.3% of tracked companies have no recorded funding round.

Explore the segments →
CAPITAL & COMPANY FORMATION

How Sweden 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

Sweden enterprise infrastructure
$0$412.49M$824.99M$1.24B$1.65B2016: $25.44M20162017: $53.65M20172018: $27.88M20182019: $30.52M20192020: $38.73M20202021: $16.36M20212022: $100.16M20222023: $43.66M20232024: $98.56M20242025: $1.45B2025
View the numbers
Annual enterprise infrastructure funding and company formation in Sweden
YearFunding (USD)FoundedRaising
2016$25.44M2413
2017$53.65M2011
2018$27.88M2110
2019$30.52M358
2020$38.73M267
2021$16.36M216
2022$100.16M179
2023$43.66M138
2024$98.56M411
2025$1.45B48
WHERE CAPITAL SITS

Funding concentration

Share of all disclosed company funding.

  • EcoDataCenter34.4%
  • Lovable32.0%
  • EvoluteIQ3.6%
  • Other companies29.9%

Funding by stage

131 recorded rounds since 2016

NUMBER OF ROUNDS
Seed & Angel65 49.6%
Series A–B30 22.9%
Series C+ / PE6 4.6%
Grants, debt & other30 22.9%

Recent recorded rounds

Latest recorded rounds · USD
2 rounds

Swipe or scroll horizontally to browse.

Seed03/2026
Newly Ai $2M

Backed by PSV Deeptech and Wave Ventures and others.

Seed03/2026
Endform $1.72M

Backed by Alliance Venture and Antler and others.

Largest and notable recorded rounds

Each card is one recorded round
10 cards

Swipe or scroll horizontally to browse.

Series A06/2017
Yubicoyubico.com$30M

Backed by New Enterprise Associates and The Valley Fund and others.

THE BUSINESS BEHIND THE ACTIVITY

Revenue, profitability & financial strength

Expand panel +

Annual accounts availability

No reviewed exact national-ID connector has yet been qualified for Sweden; this is a checked implementation boundary, not evidence that filings are absent.; No reviewed exact national-ID connector has yet been qualified for Sweden; this is a checked implementation boundary, not evidence that filings are absent.

DIGITAL FOOTPRINT

Web traffic, app reach and release cadence

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

Busiest websites

7 of the 521 companies on this page carry a measured traffic record (1.3%); these are the largest of those, by monthly visits. The median among them is 206,195 visits.

CompanyMonthly visitsAuthorityMobile
Lovablelovable.dev50,602,0946518.8%
Arduinoarduino.cc5,535,6896834%
Pingdompingdom.com656,5665416.4%
Curlcurl.se206,195543.5%
Freja eIDfrejaeid.com188,0323773.4%
WebSupport (Sweden)websupport.se177,645353.7%
ScriptMescriptme.io104,9993440.9%

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

Most-installed apps

50 of these companies (9.6%) publish at least one Android app — 136 apps in all, carrying 95.1M installs between them.

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 (2023Q2–2026Q1).

SegmentAppsInstallsLeading appRelease trend
Application Development Tools5642.7MTermux 42.3M
It Operations531.6MDegoo: 20 GB Cloud Storage 30.4M
Enterprise Storage231.6MDegoo Lite: 20 GB Cloud Drive 1.3M
Cybersecurity5919.8MInBrowser - Incognito Browsing 6.9M
Internet Of Things Infrastructure231MArduino IoT Cloud Remote 684.3K
Open Source81MArduino Science Journal 301.1K
Embedded Systems31MArduino Cloud for Chromebook 33.7K
Artificial Intelligence3514.3KLovable: Build Apps With AI 294.7K

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.

2022Q4: 12022Q4: 02022Q42023Q1: 52023Q1: 02023Q12023Q2: 42023Q2: 12023Q22023Q3: 62023Q3: 62023Q32023Q4: 42023Q4: 22023Q42024Q1: 22024Q1: 12024Q12024Q2: 32024Q2: 22024Q22024Q4: 12024Q4: 42024Q42025Q1: 12025Q1: 52025Q12025Q3: 32025Q3: 82025Q32025Q4: 22025Q4: 172025Q42026Q1: 22026Q1: 182026Q1

Darker bars are new releases, lighter bars apps updated. 106 of 136 apps carry a release date. The series ends at 2026Q1, the last quarter that closed before the June 2026 reading.

INSIDE THE INDUSTRY

The Sweden 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 tech374
Enterprise software295
Saas197
Identity access management42
Data security39
Consumer digital38
Deep tech26
Fintech24
Low code development platforms19
Future of work18
Enterprise communication18
Remote work tools16

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

SEGMENT TO EXPLORE

Enterprise tech

The largest measured segment in this report snapshot.

374companies
7.5%have hiring activity

28 companies hiring · $2.03B disclosed funding

Explore in Radar

How companies make money

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

Subscription413
Fee-for-service82
E-commerce - service21
E-commerce - product19
Advertising15
Physical commerce14
Commission on transaction14
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
Mergers & acquisitionsfingerprints.com ↗

Two of the long-established Swedish biometrics developers are merging, with Lund-based Precise Biometrics and Gothenburg-headquartered Fingerprint Cards agreeing to a deal announced Monday.

Funding roundsevoluteiq.com ↗

EvoluteIQ (Swedish AI platform) secured a €44 million minority growth capital round to accelerate global expansion of its agentic AI automation platform, targeting end-to-end business workflow orchestration.

Funding roundsrefined.com ↗

Each company received ¥24 million in pre-seed funding through Antler’s Inception Residency model.

Mergers & acquisitionsoutpost24.com ↗

Outpost24 announces the acquisition of Infinipoint, a company providing device identity, posture validation, and secure workforce access solutions.

Funding roundsbryntum.com ↗

Adelis Equity Partners has made a long‑term investment in AG Grid and Bryntum

Mergers & acquisitionssuperblocks.com ↗

Banzai acquired the assets of Superblocks, a web development and hosting software company, to strengthen its full-stack development and cloud deployment capabilities.

Mergers & acquisitionsglesys.se ↗

Glesys, a leading Nordic provider of cloud and IaaS services, will acquire Verne’s managed private cloud operations in Finland, including data center facilities in Pori and Tampere.

Mergers & acquisitionsarduino.cc ↗

Qualcomm Technologies has announced an agreement to acquire Arduino, a premier open-source hardware and software company.

Mergers & acquisitionsgompute.com ↗

Pan-European MSP Advania has acquired Gompute, a high-performance computing (HPC) and AI infrastructure platform. It was bought from Nordic data centre services firm atNorth.

Mergers & acquisitionsaxiomatics.com ↗

Italian aerospace and defense firm Leonardo has acquired Sweden-based Axiomatics, a company specializing in zero trust.

Full recorded event mix

Top 8 categories among 98 recorded events in the 24-month window.

Funding rounds
25
Leadership moves
23
Mergers & acquisitions
20
Earnings
13
Contracts
11
Capital infusions
3
New products
2
Lawsuit
1
4 activity cards

Swipe or scroll horizontally to browse.

Leadership moves

8 tracked people moves

AddSecure ↗
Chris Wimshurst

Appointment Sales Director for UK

Roger Pettersson

Appointment Director of Research and Development

Outpost24 ↗
Liz Drysdale

Appointment Chief Marketing Officer (CMO)

Outpost24 ↗
Na

Appointment Chief Corporate Development Officer

Outpost24 ↗
Na

Appointment Chief Information Security Officer

Yubico ↗
Albert Biketi

Appointment Chief Product and Technology Officer

Yubico ↗
Sheryl Chamberlain

Appointment Senior Vice President of Business Development

Yubico ↗
Snejana Koleva

Appointment chief financial officer

Product launches

Products, platforms and features in the recorded window

Yubico ↗
YubiNation Partners

Channel programme

Litigation

1 tracked suits

Company
enea v Former directors of Enea

investment in coal power plant ignoring climate transition risksCivil · Ongoing

Mergers and acquisitions

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

Acquirer → targetStatusDateValue / context
qualcommArduino ↗Announced2026-03-30Not stated in snapshot
Precise BiometricsFingerprint Cards ↗Announced2026-03-23Not stated in snapshot
Outpost24infinipointAnnounced2026-01-06Not stated in snapshot
banzaiSuperblocks ↗Announced2025-11-13Not stated in snapshot
GleSYSverneAnnounced2025-10-15Not stated in snapshot
advaniaGompute ↗Completed2025-10-08Not 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 3-posting snapshot covers 2 employers.

Expand panel +

Most advertised job titles

Enterprise Account Executive, Nordicsremote, Sweden Ub Sales Enterprise Sales2
Senior Enterprise Account Manager B2B Saas1
0 internship postings

2 tracked postings mention remote work.

The seniority mix

1 postings specify a level.

unspecified
2
senior
1
THE PEOPLE BUILDING THE FIELD

Founders and leaders

302 founders and chief executives across 210 companies.

Expand panel +
12 profiles

Swipe or scroll horizontally to browse.

Education networks

35 profiles with education records.

Stockholm University
6
KTH Royal Institute of Technology
6
Chalmers University of Technology
6
Uppsala University
5
Imperial College London
3
Lund University
3
University of Gothenburg
3
Linköping University
2

Prior employers

5 profiles with prior-work records.

Facebook
2
Apple
1
Cisco
1
Google
1

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

NEWS INTELLIGENCE

How this industry appears in the news

196,120 articles in the measured 12-month window.

Expand panel +
196,120articles in the measured year
29,199articles in 2026Q1
26.3%positive tone in the latest complete year

News volume trends

Enterprise Infrastructure coverage across Sweden · articles per complete quarter

032,84965,69798,546131,3942021Q2: 26,9562021Q22021Q3: 26,9912021Q4: 26,1782022Q1: 30,7682022Q2: 34,0272022Q22022Q3: 30,5972022Q4: 37,4672023Q1: 39,6692023Q2: 38,1332023Q22023Q3: 39,8352023Q4: 34,6992024Q1: 42,8502024Q2: 49,3032024Q22024Q3: 46,4472024Q4: 47,8782025Q1: 65,4772025Q2: 39,8572025Q22025Q3: 114,2562025Q4: 21,7962026Q1: 29,1992026Q1
View quarterly article counts
QuarterArticles
2021Q226,956
2021Q326,991
2021Q426,178
2022Q130,768
2022Q234,027
2022Q330,597
2022Q437,467
2023Q139,669
2023Q238,133
2023Q339,835
2023Q434,699
2024Q142,850
2024Q249,303
2024Q346,447
2024Q447,878
2025Q165,477
2025Q239,857
2025Q3114,256
2025Q421,796
2026Q129,199

Article volume measures coverage, not market sales.

Tone of coverage over time

2021
37,874 positive · 30,974 neutral · 17,102 negative
2022
52,235 positive · 48,485 neutral · 31,979 negative
2023
58,624 positive · 60,967 neutral · 32,551 negative
2024
60,252 positive · 95,728 neutral · 30,350 negative
2025
63,502 positive · 150,057 neutral · 27,652 negative

Leading coverage topics

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

International And Transnational Geographic Entities300,093 articles in the full recorded period
108,075 recent · 81,371 prior
Geopolitical Disputes And Contested Areas300,085 articles in the full recorded period
108,074 recent · 81,365 prior
Administrative And Political Subdivisions300,071 articles in the full recorded period
108,068 recent · 81,365 prior
International Sports Competitions16,203 articles in the full recorded period
3,466 recent · 2,814 prior
International Political Relations13,499 articles in the full recorded period
1,945 recent · 2,013 prior
Olympic Games Coverage9,795 articles in the full recorded period
2,137 recent · 2,096 prior
Security And Defense Policies9,335 articles in the full recorded period
1,381 recent · 1,395 prior
Winter Sports Coverage7,051 articles in the full recorded period
1,808 recent · 1,586 prior
Championship Event Highlights6,619 articles in the full recorded period
1,602 recent · 1,125 prior
International Relations And Diplomacy6,412 articles in the full recorded period
1,026 recent · 944 prior

Recent and prior counts use the source comparison windows.

Topics gaining and losing attention

Enterprise Infrastructure coverage across Sweden

KeywordRecentPriorChange
countries4,1931,858126%
tariff negotiations637117444%
final match recaps363141157%
women\'s champions league35719880%
free trade deals33854526%
trade dispute mechanisms33148590%
bilateral trade31943642%
ski competitions31819960%
thrash rock elements314281021%
international cups31016588%
summer olympics athletics35275-87%
olympic career milestones67271-75%
olympians career highlights67269-75%
budget motel6268-98%
motel0262-100%

Event and signal lenses

Enterprise Infrastructure coverage across Sweden

All complete annual cohorts shown
Rising

Regulatory Risk

494,042 classified articles

territories, disputed islands, countries

8.4% critical · 7.3% positive
Rising

Funding Momentum

23,883 classified articles

ice palace hotel, ice hotel, budget motel

35.0% critical · 43.6% positive
Rising

Growth

32,505 classified articles

quarterly results, earnings report, quarterly financials

29.7% critical · 49.2% positive

Enterprise Infrastructure coverage across Sweden. 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 highlight limits in scaling cloud platforms and distributed operating systems for large workloads.

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 Deployment IssuesCommon problems researchers identify · 02

Virtualization and Big‑Data Deployment Issues

805 papers

19.9% of this theme group

Papers discuss challenges of deploying big‑data applications on virtualized cloud infrastructures.

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 to cloud environments and strategies for safeguarding data.

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 ChallengesCommon problems researchers identify · 04

Digital Transformation Business Challenges

452 papers

11.2% of this theme group

Studies explore obstacles businesses face when adopting cloud‑driven digital models.

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 DifficultiesCommon problems researchers identify · 05

IoT‑Cloud Integration Difficulties

275 papers

6.8% of this theme group

Research points to technical and security hurdles 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 Modeling GapsCommon problems researchers identify · 06

Aerosol‑Cloud Interaction Modeling Gaps

261 papers

6.5% of this theme group

Authors identify shortcomings in representing aerosol effects within climate and precipitation models.

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

Papers assess latency and resource constraints of edge devices interacting with cloud services.

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.

Cloud Service Performance RisksCautions · 01

Cloud Service Performance Risks

248 papers

21.9% of this theme group

Analyses caution about unpredictable performance when using cloud for scientific workflows.

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

Reviews stress the need for robust encryption to mitigate cloud security weaknesses.

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 Representation IssuesCautions · 04

Climate Model Aerosol Representation Issues

146 papers

12.9% of this theme group

Researchers highlight difficulties in accurately modeling aerosol impacts on clouds.

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 Economy Audit ConcernsCautions · 05

Digital Economy Audit Concerns

141 papers

12.4% of this theme group

Works caution that cloud adoption can complicate financial auditing and regulatory compliance.

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
IoT Big‑Data Sustainability Trade‑offsCautions · 06

IoT Big‑Data Sustainability Trade‑offs

134 papers

11.8% of this theme group

Papers point out energy and security challenges when scaling 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

Analyses reveal latency spikes and performance penalties from containerization at the edge.

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

Swipe or scroll horizontally to browse.

Intelligent Cloud Scheduling AdvancesOpportunities · 01

Intelligent Cloud Scheduling Advances

1,730 papers

28.8% of this theme group

Research proposes machine‑learning methods to improve resource allocation and scalability in cloud systems.

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 Deployment TechniquesOpportunities · 02

Scalable Virtualized Deployment Techniques

1,153 papers

19.2% of this theme group

Works present novel algorithms for deploying software efficiently across virtualized, big‑data environments.

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 Encryption SchemesOpportunities · 03

Advanced Cloud Encryption Schemes

975 papers

16.2% of this theme group

Studies introduce hybrid cryptographic and AI approaches to strengthen cloud data confidentiality.

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 Agriculture SolutionsOpportunities · 04

IoT‑Cloud Precision Agriculture Solutions

618 papers

10.3% of this theme group

Papers showcase IoT‑cloud platforms enabling fine‑grained monitoring and control for 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 Modeling InnovationsOpportunities · 05

Aerosol‑Cloud Interaction Modeling Innovations

587 papers

9.8% of this theme group

Research develops physics‑informed regression and data‑driven models to capture aerosol effects on clouds.

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
Edge‑Cloud Collaborative ComputingOpportunities · 06

Edge‑Cloud Collaborative Computing

474 papers

7.9% of this theme group

Works explore frameworks that combine edge processing with cloud resources for mobile and IoT workloads.

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‑Enabled 3D Point‑Cloud ProcessingOpportunities · 07

Cloud‑Enabled 3D Point‑Cloud Processing

463 papers

7.7% of this theme group

Studies introduce cloud‑based pipelines for efficient segmentation and classification of lidar point clouds.

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%26.8%
Promising24.9%37.3%
Descriptive21.4%17.4%
Problem-identifying8.6%9.4%
Comparative2.8%3.8%
Cautionary2.6%4.5%
Critical0.5%0.8%

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.

Expand panel +
8 cards

Swipe or scroll horizontally to browse.

UNDERSTAND THE LANDSCAPE

Enterprise Infrastructure in Sweden: 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: 2 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