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
auto industry,
in focus.

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

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

An industry ecosystem,
measured in context.

Auto illustration
MEET THE COMPANIES

Explore Sweden’s auto leaders

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

Expand panel +
Auto company highlights in Sweden, snapshot 2 September 2026
Company
Koenigseggkoenigsegg.com$227.27M600
Biliabilia.se$144.2M5,201
Carlacarla.se$34.56M67
OXE Dieseloxe-diesel.com$15.85M
Blintoblinto.se$11.48M40
Cascade Drivescascadedrives.com$5.5M21
Woshappwoshapp.se$4.1M24
EMEelmobility.com$1.77M
Volvo Groupvolvogroup.com12 roles3,501Financial figure available in RadarView in Radar
trelleborg grouptrelleborg.com10 roles16,701
Autolivautoliv.com5 roles249Financial figure available in RadarView in Radar
Volvo Carsvolvocars.com4 roles43,446
Thule Groupthulegroup.com3 roles2,560Financial figure available in RadarView in Radar
bulten abbulten.com3 roles1,600
continovacontinova.se3 roles29
techno skruv in värnamotechnoskruv.se2 roles18
Bilwebbilweb.se6
Byt Bil Nordic ABbytbil.com6
Colmec Groupcolmec.se382
Evifyevify.se
Lynk & Colynkco.com1,364
Opusopus.global1,160
Volvo Trucksvolvotrucks.com3,500Financial figure available in RadarView in Radar
besikta bilprovningbesikta.se560
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

Auto industry KPIs in Sweden

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

2 September 2026
Hiring participation7.9%

43 of 541 tracked companies have open roles.

Funding participation3.9%

21 of 541 tracked companies have a recorded round.

Top 3 funding share90.7%

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

Median disclosed round$1.1M

Midpoint of 21 rounds with a disclosed amount.

Scale is concentrated. Opportunity is broader. The three largest funding recipients hold 90.7% of disclosed capital, while 96.1% of tracked companies have no recorded funding round.

Explore the segments →
CAPITAL & COMPANY FORMATION

How Sweden auto 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 auto
$0$54.46M$108.92M$163.38M$217.84M2016: $1.45M20162017: $020172018: $1.1M20182019: $191.08M20192020: $145.43M20202021: $13.08M20212022: $28.22M20222023: $11.48M20232024: $55.78M20242025: $02025
View the numbers
Annual auto funding and company formation in Sweden
YearFunding (USD)FoundedRaising
2016$1.45M103
2017$080
2018$1.1M151
2019$191.08M105
2020$145.43M104
2021$13.08M122
2022$28.22M62
2023$11.48M11
2024$55.78M11
2025$000
WHERE CAPITAL SITS

Funding concentration

Share of all disclosed company funding.

  • Koenigsegg50.8%
  • Bilia32.2%
  • Carla7.7%
  • Other companies9.3%

Funding by stage

25 recorded rounds since 2016

NUMBER OF ROUNDS
Seed & Angel12 48.0%
Series A–B4 16.0%
Series C+ / PE3 12.0%
Grants, debt & other6 24.0%

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 B06/2022
Carlacarla.se$23.26M

Backed by Inbox Capital and VNV Global and others.

Series A12/2021
Carlacarla.se$11.31M

Backed by VNV Global and Max Ventures & Industries 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

17 of the 541 companies on this page carry a measured traffic record (3.1%); these are the largest of those, by monthly visits. The median among them is 387,854 visits.

CompanyMonthly visitsAuthorityMobile
Volvo Carsvolvocars.com8,445,0217667.8%
Kvdbilkvd.se969,8224672.4%
Byt Bil Nordic ABbytbil.com897,0664864.7%
mekonomenmekonomen.se889,0294966.5%
Waykewayke.se614,3744378.5%
skruvatskruvat.se609,5873863.9%
Bilwebbilweb.se539,3644277.8%
Carlacarla.se404,5933689.3%
Volkswagen Sverigevolkswagen.se387,8544986.2%
Blintoblinto.se296,7633857.6%

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

Most-installed apps

25 of these companies (4.6%) publish at least one Android app — 50 apps in all, carrying 6.1M installs between them.

AppInstallsRatingStore category
Volvo CarsVolvo Cars3M3.7Auto & Vehicles
TripsVolvo Cars1.9M3.4Auto & Vehicles
Volvo Trucks Driver GuideVolvo Trucks282.8KTools
Opus Bilprovningopus car testing196.1K5Auto & Vehicles
LYNK & COLynk & Co161.2KLifestyle
Hej VolvoVolvo Cars155.5KLifestyle
Volvo ConnectVolvo Trucks113.5KTools
Volvo Cars Media ServerVolvo Cars58.8K2.7Entertainment
WaykeWayke51.7KAuto & Vehicles
Dealer LocatorVolvo Trucks29KTools

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 (2023Q2–2025Q3).

SegmentAppsInstallsLeading appRelease trend
Auto Brands255.8MVolvo Cars 3M
Auto Retail & Aftersales16333.4KOpus Bilprovning 196.1K
Auto E-Commerce & Content10136.2KWayke 51.7K
Connected Vehicles233.4KPaydrive Sense 24K
Auto Components99.8KAutoliv LabelCheck 4.3K
Mining Equipment38.7KMy Epiroc 4.4K
Local Services28.1KZivi 7.5K
Sensors2112HamaNord Däckmätning 2022 109

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.

2023Q2: 12023Q2: 02023Q22023Q3: 12023Q3: 02023Q32024Q1: 12024Q1: 22024Q12024Q3: 12024Q3: 22024Q32025Q2: 12025Q2: 32025Q22025Q3: 12025Q3: 32025Q3

Darker bars are new releases, lighter bars apps updated. 21 of 50 apps carry a release date. The series ends at 2025Q3, the last quarter that closed before the June 2026 reading.

INSIDE THE INDUSTRY

The Sweden auto market map

Explore the segments behind the headline numbers.

Expand panel +

Where companies are building

Rank segments by scale, hiring or disclosed funding.

Consumer digital24
B2c e-commerce17
Enterprise tech9
Second hand goods9
Off highway vehicles7
Second hand cars e-commerce6
Online auto parts and accessories6
Marketplaces6

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

SEGMENT TO EXPLORE

Consumer digital

The largest measured segment in this report snapshot.

24companies
8.3%have hiring activity

2 companies hiring · $16.3M disclosed funding

Explore in Radar

How companies make money

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

E-commerce - product272
Physical commerce264
Fee-for-service143
Commission on transaction89
E-commerce - service47
Advertising29
Subscription28
Renting / leasing9
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 & acquisitionsopus.global ↗

The Opus Group, which embraces Opus Agency, MAS, and Verve, was itself acquired earlier this month by investment funds managed by EagleTree Capital.

Mergers & acquisitionstitanx.com ↗

TitanX has announced the acquisition of FrontSpin (https://www.frontspin.com/).

Mergers & acquisitionsstrands.se ↗

Relais Group Plc's Swedish group company Strands Group AB has today on 22 December 2025 agreed to acquire 70 percent of Qpax AB from its founder entrepreneurs.

Mergers & acquisitionsbufab.com ↗

In October 2025, Family Trust completed the sale of novia to Bufab.

Mergers & acquisitionsbilia.com ↗

Bilia has reached an agreement to acquire the business of Jaguar and Land Rover today conducted by Sandven AS.

Mergers & acquisitionscarygroup.com ↗

Cary Group has acquired York-based windscreen specialist National Windscreens to expand its presence in the UK market.

Mergers & acquisitionstrelleborg.com ↗

Trelleborg Group has, through its business area Trelleborg Industrial Solutions, signed an agreement and finalized the acquisition of Sico Gesellschaft für Siliconverarbeitung mbH and Czech joint venture company Sico Silicone s.r.o.

Funding roundsvolvogroup.com ↗

Volvo Group’s engine plant in Skövde, Sweden, has been awarded up to €49 million from the EU Innovation Fund to support the CarbonSmart Factory project: SPACE.

Mergers & acquisitionsbilprovningen.se ↗

Its purchase of Bilprovningen, one of Sweden’s leading providers of vehicle and machinery inspections, was the largest acquisition in the company’s history.

Funding roundslynkco.com ↗

Zhejiang Zeekr subscribed to an increase in LYNK & CO's registered capital for a subscription price of RMB367 million (US$50 million).

Full recorded event mix

Top 10 categories among 377 recorded events in the 24-month window.

Earnings
91
Leadership moves
66
Company announcements
41
Board Updates
39
Mergers & acquisitions
39
Contracts
37
Layoffs
12
Buyback
11
Funding rounds
11
Capital infusions
9
7 activity cards

Swipe or scroll horizontally to browse.

IPO pipeline

1 companies with recorded IPO activity

Volvo Cars ↗

IPO · Stockholm Stock Exchange2 reports

Leadership moves

30 tracked people moves

Opus ↗
Su O\'Sullivan

Promotion Executive Vice President of Accounting

Opus ↗
Pete Conlon

Promotion Chief Financial Officer, Head of Capital Markets

Volvo Cars ↗
Jim Rowan

Appointment Chief Executive Officer

Volvo Cars ↗
Matt Benns

Appointment Commercial Operations Director

Volvo Cars ↗
Rob Deane

Departure

Autoliv ↗
Monika Grama

Appointment Chief Financial Officer and Executive Vice President, Finance

Autoliv ↗
Fredrik Westin

Departure Previously Chief Financial Officer

Volvo Group ↗
Heléne Mellquist

Appointment Board Member

Product launches

Products, platforms and features in the recorded window

Volvo Cars ↗
Volvo EX60

Electric SUV

Contract wins

15 recorded customer wins

Autoliv ↗

Customer: honda motor companyAutomotive safety

Opus ↗

Customer: US Elogistics Service Corp. (CIRRO Fulfillment | Global Fulfillment Solution)

Opus ↗

Customer: Soligent Distribution and Karat Packaging

Customer: HayWay GroupLogistics

Customer: HayWay LogisticsLogistics

Volvo Cars ↗

Customer: polestarAutomotive

Workforce actions

3 companies with reported reductions

Volvo Group ↗

Scale not stated rolesbusiness downturn

Volvo Cars ↗

14 roleschallenging environment

Autoliv ↗

130 rolessite closure

Regulatory events

4 recorded events

Autoliv ↗

Base Listing Particulars approvedEuronext Dublin

Autoliv ↗

Renewal approved for one year

Autoliv ↗

approved renewal of EMTN Programme

Autoliv ↗

approved base listing particularsEuronext Dublin

Litigation

4 tracked suits

Company
luminar technologies v volvo cars

damages for terminated supply contractCivil · Ongoing

Company
Daimler Truck North America, international motors, paccar, v v California Air Resources Board (CARB), California Governor G

Regulatory enforcement of Clean Trucks Partnership commitmentsCivil · Filed

Earnings pulse

Reported company results in the recorded window.

7companies
90period observations
-3.7%median reported growth

Median across 56 reported growth observations; companies may contribute multiple periods.

Mergers and acquisitions

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

Acquirer → targetStatusDateValue / context
Tata AutoComp SystemsTitanX ↗Completed2026-04-15Not stated in snapshot
eagletree capitalOpus ↗Announced2026-04-08Not stated in snapshot
TitanXfrontspinAnnounced2026-02-25Not stated in snapshot
hcl technologiesVolvo Group ↗Announced2026-02-16$138.0M
strands groupQpax ABAnnounced2025-12-22Not stated in snapshot
BufabNovia GroupCompleted2025-10-01Not stated in snapshot

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

PEOPLE & OPPORTUNITY

The talent market

0 postings in the preceding 12 months. The full 8-posting snapshot covers 7 employers.

Expand panel +

Most advertised job titles

Automation Design Manager, Getinge2
Automation Engineer1
Servicetekniker Automation / Styr Och Reglerteknik1
Junior Automationsingenjör Till Bolag I Halmstad!1
Platschef Till Autoexperten Helsingborg1
Test And Validation Engineer – Automotive Safety Systems Lund Contract1
0 internship postings

0 tracked postings mention remote work.

The seniority mix

3 postings specify a level.

unspecified
5
manager
2
entry
1
THE PEOPLE BUILDING THE FIELD

Founders and leaders

84 founders and chief executives across 74 companies.

Expand panel +
12 profiles

Swipe or scroll horizontally to browse.

Education networks

4 profiles with education records.

KTH Royal Institute of Technology
2
Stockholm University
1
University of Gothenburg
1
Chalmers University of Technology
1

Prior employers

0 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

192,508 articles in the measured 12-month window.

Expand panel +
192,508articles in the measured year
28,216articles in 2026Q1
25.5%positive tone in the latest complete year

News volume trends

Auto coverage across Sweden · articles per complete quarter

032,57365,14697,720130,2932021Q2: 26,4622021Q22021Q3: 26,5012021Q4: 25,6912022Q1: 30,0242022Q2: 33,4222022Q22022Q3: 30,1092022Q4: 36,9722023Q1: 39,0052023Q2: 37,4132023Q22023Q3: 39,0792023Q4: 34,0232024Q1: 42,1092024Q2: 48,4192024Q22024Q3: 45,8712024Q4: 47,0402025Q1: 64,3542025Q2: 38,9372025Q22025Q3: 113,2982025Q4: 20,9822026Q1: 28,2162026Q1
View quarterly article counts
QuarterArticles
2021Q226,462
2021Q326,501
2021Q425,691
2022Q130,024
2022Q233,422
2022Q330,109
2022Q436,972
2023Q139,005
2023Q237,413
2023Q339,079
2023Q434,023
2024Q142,109
2024Q248,419
2024Q345,871
2024Q447,040
2025Q164,354
2025Q238,937
2025Q3113,298
2025Q420,982
2026Q128,216

Article volume measures coverage, not market sales.

Tone of coverage over time

2021
36,642 positive · 30,944 neutral · 16,849 negative
2022
50,407 positive · 48,461 neutral · 31,508 negative
2023
56,426 positive · 60,916 neutral · 31,987 negative
2024
57,788 positive · 95,704 neutral · 29,802 negative
2025
60,449 positive · 150,023 neutral · 26,930 negative

Leading coverage topics

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

International And Transnational Geographic Entities300,037 articles in the full recorded period
108,075 recent · 81,371 prior
Geopolitical Disputes And Contested Areas300,029 articles in the full recorded period
108,074 recent · 81,365 prior
Administrative And Political Subdivisions300,015 articles in the full recorded period
108,068 recent · 81,365 prior
International Sports Competitions16,167 articles in the full recorded period
3,451 recent · 2,802 prior
International Political Relations13,509 articles in the full recorded period
1,945 recent · 2,010 prior
Olympic Games Coverage9,767 articles in the full recorded period
2,126 recent · 2,091 prior
Security And Defense Policies9,314 articles in the full recorded period
1,371 recent · 1,393 prior
Winter Sports Coverage7,020 articles in the full recorded period
1,799 recent · 1,580 prior
Championship Event Highlights6,602 articles in the full recorded period
1,596 recent · 1,112 prior
International Relations And Diplomacy6,397 articles in the full recorded period
1,022 recent · 944 prior

Recent and prior counts use the source comparison windows.

Topics gaining and losing attention

Auto coverage across Sweden

KeywordRecentPriorChange
countries4,1931,858126%
tariff negotiations632117440%
final match recaps362142155%
women\'s champions league35819881%
free trade deals34954546%
bilateral trade32343651%
trade dispute mechanisms32348573%
ski competitions31719860%
thrash rock elements310271048%
ice sports30893231%
summer olympics athletics35275-87%
budget motel6270-98%
olympic career milestones67270-75%
olympians career highlights67268-75%
motel0264-100%

Event and signal lenses

Auto coverage across Sweden

All complete annual cohorts shown
Rising

Regulatory Risk

489,512 classified articles

territories, disputed islands, countries

8.2% critical · 7.0% positive
Rising

Funding Momentum

22,631 classified articles

ice palace hotel, ice hotel, budget motel

35.3% critical · 42.8% positive
Rising

Growth

31,110 classified articles

quarterly results, dc fast-charging deployment, charging corridor development

29.6% critical · 48.7% positive

Auto coverage across Sweden. Topic labels describe recorded classifications and can include broad context.

RESEARCH SIGNALS

What Auto research is working on

53,340 papers in the recorded worldwide scope.

Expand panel +
53,340papers
53,340worldwide comparison pool
India-affiliated papers

Research orientation

Descriptive
15,643
Problem-identifying
14,600
Promising
11,208
Breakthrough
7,618
Comparative
1,800
Cautionary
1,545
Critical
926

Contribution mix

Empirical
31,760
Methods-led
13,687
Theoretical
3,402
Reviews
2,386
Position pieces
2,105

Tone counts: 45,828 positive · 3,083 neutral · 4,429 negative.

Common problems researchers identify
15,526 papers · 29.1% of this field
  • Humanities3,689 papers
  • Philosophy2,109 papers
  • Order945 papers
  • Persona530 papers
  • Population496 papers
  • Subject417 papers
  • Government336 papers
  • Limiting241 papers

Landmark: A Survey of Autonomous Driving: <i>Common Practices and Emerging Technologies</i>

Cautions
1,545 papers · 2.9% of this field
  • Humanities180 papers
  • Philosophy100 papers
  • Transport engineering73 papers
  • Gynecology37 papers
  • Perception35 papers
  • Order31 papers
  • Adversarial system28 papers
  • Human–computer interaction28 papers

Landmark: Autonomous Vehicle Implementation Predictions: Implications for Transport Planning

Opportunities
18,826 papers · 35.3% of this field
  • Humanities1,220 papers
  • Trajectory1,158 papers
  • Reinforcement learning986 papers
  • Control theory758 papers
  • Robustness738 papers
  • Philosophy702 papers
  • Perception698 papers
  • Object detection634 papers

Landmark: Are we ready for autonomous driving? The KITTI vision benchmark suite

Leading institutions

Karlsruhe Institute of Technology
16,859
Toyota Motor Corporation
15,309
University of Oxford
14,858
University of Bern
14,127
University of Birmingham
13,870
University of Amsterdam
13,778

Leading researchers

Andreas Geiger
17,893
P Lenz
14,099
R. Urtasun
14,099
Susan Mallett
13,903
Penny Whiting
13,697
Anne W.S. Rutjes
13,616
Marie E. Westwood
13,616
Jonathan J. Deeks
13,616

Highly cited breakthrough-labelled papers

  • Are we ready for autonomous driving? The KITTI vision benchmark suite14,099 citations
  • ADASYN: Adaptive synthetic sampling approach for imbalanced learning4,310 citations
  • Multi-view 3D Object Detection Network for Autonomous Driving3,350 citations
  • End to End Learning for Self-Driving Cars3,101 citations
  • Scalability in Perception for Autonomous Driving: Waymo Open Dataset2,877 citations

Common problems researchers identify

13,905 papers · 7 recurring themes
7 cards

Swipe or scroll horizontally to browse.

Humanities / IdentityCommon problems researchers identify · 01

Humanities / Identity

1,059 papers

17.6% of this theme group

Humanities (304) · Identity (55) · Power (59) · Latin Americans (42)

Nuevas miradas sobre género e igualdad. Enfoques interdisciplinares.

Imagens e discursos em campanhas humanitárias: Análise crítica das representações das populações afetadas

Nursing Care / GynecologyCommon problems researchers identify · 02

Nursing Care / Gynecology

975 papers

16.2% of this theme group

Nursing care (60) · Gynecology (47) · Coronavirus disease 2019 (66) · MEDLINE (45)

AVALIAÇÃO DO PERFIL E DA ACEITABILIDADE DE INTERVENÇÕES FARMACÊUTICAS EM PESSOAS IDOSAS HOSPITALIZADAS

Prevenção de infeções associadas aos cateteres venosos periféricos: um olhar sobre as intervenções de estudantes de Mestrado em enfermagem à

Order / CadastreCommon problems researchers identify · 03

Order / Cadastre

876 papers

14.6% of this theme group

Order (161) · Cadastre (51) · Government (54) · Public policy (32)

Auditoria a sistemas de informação e tecnologias aplicadas

Tratamento de Dados Pessoais em Operações de M&A: um estudo sobre as bases legais aplicáveis e as medidas técnicas e administrativas ado

Philosophy / HumanitiesCommon problems researchers identify · 04

Philosophy / Humanities

862 papers

14.4% of this theme group

Philosophy (704) · Humanities (799) · Persona (24) · Derecho (10)

Educação para pessoas privadas de liberdade

O USO DAS TECNOLOGIAS EDUCACIONAIS PELO ENFERMEIRO APLICADAS AOS CUIDADOS PARA PESSOAS QUE REALIZAM HEMODIÁLISE: REVISÃO DE LITERATURA

Humanities / HorticultureCommon problems researchers identify · 05

Humanities / Horticulture

825 papers

13.8% of this theme group

Humanities (150) · Horticulture (14) · Statistical analysis (26) · Amazon rainforest (14)

CONSIDERAÇÕES SOBRE O CADASTRO AMBIENTAL RURAL E SUA IMPLEMENTAÇÃO

ANÁLISE ESPACIAL E TEMPORAL DAS TRANSFORMAÇÕES NA COBERTURA DA TERRA EM ÁREAS DE PROTEÇÃO AMBIENTAL NO ESTADO DE ALAGOAS POR MEIO DE GEOTECN

Humanities / Qualitative ResearchCommon problems researchers identify · 06

Humanities / Qualitative Research

749 papers

12.5% of this theme group

Humanities (161) · Qualitative research (46) · Initial training (27) · Curriculum (16)

INOVAÇÃO PEDAGÓGICA MEDIADAS POR TECNOLOGIAS: CAMINHOS PARA UMA EDUCAÇÃO ATIVA

PRÁTICAS PEDAGÓGICAS INCLUSIVAS MEDIADAS POR LIBRAS: EXPERIÊNCIAS E DESAFIOS NO ENSINO FUNDAMENTAL

Computer Security / Transport EngineeringCommon problems researchers identify · 07

Computer Security / Transport Engineering

654 papers

10.9% of this theme group

Computer security (83) · Transport engineering (51) · Human–computer interaction (56) · Automotive industry (40)

Planning and Decision-Making for Autonomous Vehicles

Autonomous Vehicle Technology: A Guide for Policymakers

Cautions

1,384 papers · 7 recurring themes
7 cards

Swipe or scroll horizontally to browse.

Gynecology / CadasilCautions · 01

Gynecology / Cadasil

274 papers

19.8% of this theme group

Gynecology (35) · CADASIL (16) · Leukoencephalopathy (12) · Internal medicine (12)

Análise da presença de lesão por pressão em pacientes hospitalizados e as principais comorbidades associadas

PERFIL MEDICAMENTOSO E PROBLEMAS RELACIONADOS À FARMACOTERAPIA EM PESSOAS IDOSAS HOSPITALIZADAS

Transport Engineering / Human–Computer InteractionCautions · 02

Transport Engineering / Human–Computer Interaction

270 papers

19.5% of this theme group

Transport engineering (67) · Human–computer interaction (24) · Automotive engineering (20) · Aeronautics (19)

AUTONOMOUS VEHICLES - WHAT COULD THIS MEAN FOR THE FUTURE OF TRANSPORT?

Autonomous Vehicles as Public Transport: Perceptions of Risks and Opportunities for Mobility, the Environment, and Society

Humanities / PhilosophyCautions · 03

Humanities / Philosophy

187 papers

13.5% of this theme group

Humanities (106) · Philosophy (75) · Identity (4) · Higher education (4)

Levantamento sobre uso de álcool e outras drogas e vulnerabilidades relacionadas de estudantes de escolas públicas participantes do programa

ADAPTAÇÕES E ESTRATÉGIAS BASEADAS EM EVIDÊNCIAS PARA AUMENTAR A INTERAÇÃO E O ENGAJAMENTO DE ALUNOS COM TEA NAS AULAS DE EDUCAÇÃO FÍSICA

Adversarial System / LidarCautions · 04

Adversarial System / Lidar

171 papers

12.4% of this theme group

Adversarial system (22) · Lidar (15) · Object detection (13) · Robustness (17)

On Adversarial Robustness of Trajectory Prediction for Autonomous Vehicles

Revisiting Adversarial Perception Attacks and Defense Methods on Autonomous Driving Systems

Cadastre / Materials TestingCautions · 05

Cadastre / Materials Testing

171 papers

12.4% of this theme group

Cadastre (10) · Materials testing (6) · Geology (8) · Statistical analysis (8)

Método para simulação numérica de paredes divisórias em alvenaria afetadas pelas flechas de estruturas de betão armado

Avaliação da porosidade e colmatação de camadas filtrantes via tomografia computadorizada de raios X e fluidodinâmica computacional

Horticulture / MicrobiologyCautions · 06

Horticulture / Microbiology

165 papers

11.9% of this theme group

Horticulture (23) · Microbiology (6) · Botany (5) · Bacteria (5)

Acumulação de biomassa e extração de nutrientes por plantas de feijão-de-corda irrigadas com água salina em diferentes estádios de desenvolv

Feijão caupi inoculado com bactérias associadas à adubação nitrogenada no metabolismo e crescimento da planta.

Order / GovernmentCautions · 07

Order / Government

146 papers

10.5% of this theme group

Order (15) · Government (10) · Investment (6) · Legislation (6)

INCERTEZA POLÍTICO-ECONÔMICA, AGRESSIVIDADE TRIBUTÁRIA E O EFEITO MODERADOR DO MERCADO DE CRÉDITO NAS EMPRESAS DE CAPITAL ABERTO LISTADAS NA

Informação obrigatória e voluntaria dos intangíveis: nível de divulgação e seus determinantes para as empresas cotadas portuguesas

Opportunities

16,625 papers · 7 recurring themes
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Human–Computer Interaction / Transport EngineeringOpportunities · 01

Human–Computer Interaction / Transport Engineering

1,592 papers

26.5% of this theme group

Human–computer interaction (176) · Transport engineering (139) · Computer security (91) · Automotive engineering (110)

Systematic Method for Identifying Safety and Security Requirements in Autonomous Driving: Case Study of Autonomous Intersection System

Exploring User Acceptance of Autonomous Vehicles: Impact of Driver and Vehicle Styles

Object Detection / ObjectOpportunities · 02

Object Detection / Object

1,072 papers

17.9% of this theme group

Object detection (228) · Object (139) · Lidar (149) · Point cloud (88)

Road Scene Content Analysis for Driver Assistance and Autonomous Driving

Enhancing Safety Perception in Autonomous Driving Systems Through 3D Object Detection and Neural Network Regression

Trajectory / Control TheoryOpportunities · 03

Trajectory / Control Theory

807 papers

13.4% of this theme group

Trajectory (296) · Control theory (245) · Motion planning (167) · Model predictive control (105)

Dynamic Trajectory Planning and Tracking for Autonomous Vehicle With Obstacle Avoidance Based on Model Predictive Control

Dynamic Trajectory Planning for Vehicle Autonomous Driving

Humanities / PhilosophyOpportunities · 04

Humanities / Philosophy

800 papers

13.3% of this theme group

Humanities (314) · Philosophy (216) · Qualitative research (30) · Order (42)

REFLEXÕES SOBRE A EFETIVIDADE DE FERRAMENTAS DE AVALIAÇÃO DA APRENDIZAGEM EMPREGADAS EM AMBIENTES VIRTUAIS DE APRENDIZAGEM: UM ESTUDO DE CAS

PET-Saúde/Equidade: Contribuições das Experiências Compartilhadas para a Formação Acadêmica e Profissional

Horticulture / CadasilOpportunities · 05

Horticulture / Cadasil

699 papers

11.7% of this theme group

Horticulture (37) · CADASIL (34) · Traditional medicine (24) · Leukoencephalopathy (23)

ANÁLISE MULTIMODAL E CARACTERIZAÇÃO MOLECULAR DE LESÕES PIGMENTADAS CUTÂNEAS BENIGNAS: AVANÇOS EM DIAGNÓSTICO DIFERENCIAL E IMPLICAÇÕES PARA

SINTESIS YTTRIUM DOPED ZnO DENGAN CAPPING AGENT KIMIA DAN \nBIOLOGI UNTUK PENINGKATAN EFISIENSI FOTOKATALITIK \nDEGRADASI ANTIBIOT

Cadastre / CartographyOpportunities · 06

Cadastre / Cartography

686 papers

11.4% of this theme group

Cadastre (79) · Cartography (16) · Statistical analysis (18) · Humanities (54)

BIM, 3D Cadastral Data and AI for Weather Conditions Simulation and Energy Consumption Monitoring

TECNOLOGIAS E INOVAÇÕES APLICADAS ÀS FASES DE ACABAMENTO EM EDIFÍCIOS DE MÚLTIPLOS PAVIMENTOS

Reinforcement Learning / ReinforcementOpportunities · 07

Reinforcement Learning / Reinforcement

344 papers

5.7% of this theme group

Reinforcement learning (312) · Reinforcement (63) · Action (24) · Human–computer interaction (37)

Deep-Reinforcement-Learning-Based Collision Avoidance of Autonomous Driving System for Vulnerable Road User Safety

An Integrated Framework of Lateral and Longitudinal Behavior Decision-Making for Autonomous Driving Using Reinforcement Learning

How this field compares with the research baseline

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

Research orientationThis fieldReference sample
Descriptive29.3%17.7%
Problem-identifying27.4%9.4%
Promising21.0%37.3%
Breakthrough14.3%26.2%
Comparative3.4%3.8%
Cautionary2.9%4.4%
Critical1.7%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 & surveillanceThe social dilemma of autonomous vehicles1960.42%76 (38.8%)0.42%
Safety & misuseNO Need to Worry about Adversarial Examples in Object Detection in Autonomous Vehicles1460.31%38 (26.0%)0.31%
Bias & fairnessPersonal data, exploitative contracts, and algorithmic fairness: autonomous vehicles meet the internet of things160.03%7 (43.8%)0.03%
Energy & datacenter footprintA Survey on Approximate Edge AI for Energy Efficient Autonomous Driving Services80.02%0 (0.0%)0.02%
Concentration of compute powerTransport Policy Optimization with Autonomous Vehicles50.01%3 (60.0%)0.01%
Water useEnhanced AEC Qualification of 5nm AI Processor with Liquid Cooling for Level 4 Autonomous Driving10.0%1 (100.0%)0.0%
Labour & data workO sofrimento feminino na pandemia de COVID-19: como vulnerabilidades das mulheres foram reforçadas na crise sanitária10.0%1 (100.0%)0.0%
Carbon & emissions of compute00.0%0 (%)0.0%
Hardware, e-waste & supply chain00.0%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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UNDERSTAND THE LANDSCAPE

Auto 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 ↗
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