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 SWITZERLAND EDITION 2026

Switzerland’s
auto industry,
in focus.

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

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

An industry ecosystem,
measured in context.

Auto illustration
MEET THE COMPANIES

Explore Switzerland’s auto leaders

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

Expand panel +
Auto company highlights in Switzerland, snapshot 3 September 2026
Company
Autoneumautoneum.com$211.85M—16—
Qaptisqaptis.com$1.49M—6—
Meusburgermeusburger.ch$561.56K2 roles——
AMAG Groupamag.ch—10 roles——
Oerlikonoerlikon.com—10 roles105Financial figure available in RadarView in Radar
Oetikeroetiker.com—7 roles1,037—
Euromastereuromaster.ch—6 roles——
BMC Switzerlandbmc-switzerland.com—2 roles14—
Carrosserie Hesshess-ag.ch—2 roles160—
Inova Autoservices Groupinova-auto.com—1 roles——
Aebi Schmidtaebi-schmidt.com——1,400—
Autolinaautolina.ch——11—
BMWbmw.ch————
Bucher Industriesbucherindustries.com——5,740—
Dtswissdtswiss.com——223—
EDAGedag.com——8,642Financial figure available in RadarView in Radar
Emil Freyemilfrey.ch————
Feintoolfeintool.com——3,300—
Garrett Motiongarrettmotion.com——156—
Mikronmikron.com——1,473—
Rupteurrupteur.ch————
acrotec groupacrotec.ch——2,700—
big daishowabigdaishowa.com——170—
televerbierteleverbier.ch——290—
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 Switzerland

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

3 September 2026
Hiring participation5.0%

18 of 363 tracked companies have open roles.

Funding participation1.9%

7 of 363 tracked companies have a recorded round.

Top 3 funding share100.0%

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

Median disclosed round$1.32M

Midpoint of 6 rounds with a disclosed amount.

Scale is concentrated. Opportunity is broader. The three largest funding recipients hold 100.0% of disclosed capital, while 98.1% of tracked companies have no recorded funding round.

Explore the segments →
CAPITAL & COMPANY FORMATION

How Switzerland 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

Switzerland auto
$0$21.89M$43.79M$65.68M$87.58M2016: $76.82M20162017: $020172018: $020182019: $020192020: $020202021: $1.88M20212022: $996.31K20222023: $1.39M20232024: $020242025: $02025
View the numbers
Annual auto funding and company formation in Switzerland
YearFunding (USD)FoundedRaising
2016$76.82M51
2017$0100
2018$0180
2019$0170
2020$0150
2021$1.88M142
2022$996.31K122
2023$1.39M121
2024$000
2025$010
WHERE CAPITAL SITS

Funding concentration

Share of all disclosed company funding.

  • Autoneum99.0%
  • Qaptis0.7%
  • Meusburger0.3%
  • Other companies0.0%

Funding by stage

10 recorded rounds since 2016

NUMBER OF ROUNDS
Seed & Angel4 40.0%
Series A–B1 10.0%
Series C+ / PE0 0.0%
Grants, debt & other5 50.0%

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

DIGITAL FOOTPRINT

Web traffic, app reach and release cadence

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

Busiest websites

9 of the 363 companies on this page carry a measured traffic record (2.5%); these are the largest of those, by monthly visits. The median among them is 180,225 visits.

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

Most-installed apps

16 of these companies (4.4%) publish at least one Android app — 23 apps in all, carrying 4.2M installs between them.

AppInstallsRatingStore category
AutoScout24 SwitzerlandAutoScout24 Switzerland3.2M4.8Auto & Vehicles
MotoScout24 SwitzerlandMotoScout24580.4K5Auto & Vehicles
autolinaAutolina100.4K—Auto & Vehicles
Eicher LiveWABCO67.4K—Auto & Vehicles
OptiLink™WABCO48.8K—Auto & Vehicles
AMAG: Car Garage in an AppAMAG Group39.1K—Auto & Vehicles
TPL BusTeq Automotive34.2K—Travel & Local
MACH by Adria MobilAdria Mobil17.1K—Auto & Vehicles
RupteurRupteur15.1K—Shopping
BMC CompanionBMC Switzerland12.8K3.8Sports

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 (2023Q1–2026Q1).

SegmentAppsInstallsLeading appRelease trend
Auto Retail & Aftersales104MAutoScout24 Switzerland 3.2M
Auto E-Commerce & Content63.9MMotoScout24 Switzerland 580.4K
Auto Components10157.5KEicher Live 67.4K
Auto Brands217.1KMACH by Adria Mobil 17.1K

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

INSIDE THE INDUSTRY

The Switzerland 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 digital12
B2c e-commerce10
Enterprise tech8
Second hand goods8
Green transport5
Second hand cars e-commerce5

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

SEGMENT TO EXPLORE

Consumer digital

The largest measured segment in this report snapshot.

12companies
0.0%have hiring activity

0 companies hiring · $0 disclosed funding

Explore in Radar

How companies make money

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

E-commerce - product142
Fee-for-service141
Physical commerce125
Commission on transaction82
E-commerce - service47
Advertising37
Subscription17
Sponsorship5
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 & acquisitionsaebi-schmidt.com ↗

The merger with the American The Shyft Group, which was already listed, made it possible to join the US stock exchange.

IPO activitygarrettmotion.com ↗

Garrett Motion (GTX) announced a proposed secondary public offering of 17,000,000 shares of the Company’s common stock held by certain entities managed by affiliates of Oaktree Capital Management, L.P., Centerbridge Partners, L.P. and Cyrus Capital Partners, L.P.

Mergers & acquisitionssinterwerke.com ↗

Funding Solutions Deutschland FSD GmbH takes over all shares in Sinterwerke Herne GmbH and continues to do so as a so-called pensioner company under the name of Funding Solutions Sinterwerke Herne Pensions GmbH.

Mergers & acquisitionsgroupe-leuba.ch ↗

French automotive distributor BPM completed the acquisition of Renens-based Groupe Leuba.

Mergers & acquisitionsamag.ch ↗

Zurich – The Amag Group has taken over the majority of Autosense AG. Swisscom sold the shares in the specialist for e-vehicle management.

Mergers & acquisitionseftec.ch ↗

Prometheus Acquisitions LLC, Lafayette, NJ, has announced the acquisition of EFTEC North America LLC’s formed butyl product line.

Mergers & acquisitionsacrotec.ch ↗

Latham & Watkins LLP has advised Acrotec Group, a portfolio company of The Carlyle Group, on the acquisition of Mebus MIM-Technik GmbH.

Mergers & acquisitionsautoneum.com ↗

Today, Autoneum signed an agreement to acquire 70 percent of the shares of Jiangsu Huanyu Group, a leading automotive supplier for acoustic and thermal management in China.

Mergers & acquisitionsbossard.com ↗

The Bossard Group has signed an agreement to acquire the German Ferdinand Gross Group.

Earningsoerlikon.com ↗

Oerlikon delivered order intake in Q1 at CHF 455m, up 18% ... Sales increased by 5% organically to CHF 378m.

Full recorded event mix

Top 10 categories among 175 recorded events in the 24-month window.

Earnings
58
Board Updates
49
Company announcements
14
Leadership moves
11
Mergers & acquisitions
11
Contracts
7
Asset acquisitions
7
Buyback
6
Regulatory
5
New products
5
6 activity cards

Swipe or scroll horizontally to browse.

IPO pipeline

1 companies with recorded IPO activity

Follow-on Offering1 reports

Leadership moves

3 tracked people moves

Oerlikon ↗
Roland Fischer

Resignation Previously Chief Executive Officer

John Glett

Appointment Chief Executive Officer

David Zurcher

Departure Previously Chief Executive Officer

Product launches

Products, platforms and features in the recorded window

EDAG ↗
metys

Industrial Metaverse platform

EDAG ↗
Industrial Metaverse Platform metys

Industrial Metaverse Platform

Garrett Original Maxlife

Turbocharger

large‑frame MEG line‑up

turbocharger platform

Contract wins

7 recorded customer wins

WABCO ↗

Customer: daimler trucksAutomotive

WABCO ↗

Customer: tata motorsCommercial Vehicles

Customer: Chinese commercial-vehicle HVAC integr

Mikron ↗

Customer: United Machining SolutionsManufacturing

Customer: Shaanxi Hande Axle Co., Ltd.Commercial Vehicle / Automotive Technology

Feintool ↗

Customer: Fuel Cells

Workforce actions

1 companies with reported reductions

Feintool ↗

200 rolesweak demand

Regulatory events

4 recorded events

Oerlikon ↗

received all regulatory clearances

Oerlikon ↗

approved for saleArt. 53 KR

Mikron ↗

approved no public offer requiredSwiss Takeover Board

Mikron ↗

approved distribution of CHF 0.50 per share

Earnings pulse

Reported company results in the recorded window.

9companies
62period observations
-0.3%median reported growth

Median across 48 reported growth observations; companies may contribute multiple periods.

Mergers and acquisitions

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

Acquirer → targetStatusDateValue / context
ZF Friedrichshafen AG→WABCO ↗Announced2026-04-15$7.0B
WABCO→zfAnnounced2026-03-28Not stated in snapshot
Aebi Schmidt→shyft groupCompleted2025-07-11Not stated in snapshot
shyft group→Aebi Schmidt ↗Announced2025-05-12Not stated in snapshot
Funding Solutions Deutschland FSD GmbH→sinterwerke herne ↗Announced2025-05-09Not stated in snapshot
bpm→Groupe Leuba ↗Completed2025-04-09Not stated in snapshot

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

PEOPLE & OPPORTUNITY

The talent market

430 postings in the preceding 12 months. The full 2,779-posting snapshot covers 10 employers.

Expand panel +

Most advertised job titles

Avaloq Consultant (A)80
Ict System Specialist 60 100% (A)55
Application Developer52
Iam Manager (A) 80 100%48
(Junior) System Engineer (A)38
Junior It Security Consultant38
0 internship postings

0 tracked postings mention remote work.

The seniority mix

621 postings specify a level.

unspecified
2,158
manager
301
entry
125
senior
83
lead
61
intern
51
THE PEOPLE BUILDING THE FIELD

Founders and leaders

54 founders and chief executives across 48 companies.

Expand panel +
12 profiles

Swipe or scroll horizontally to browse.

Education networks

2 profiles with education records.

Eindhoven University of Technology
1
IIT Roorkee
1
National University of Singapore (NUS)
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

392,409 articles in the measured 12-month window.

Expand panel +
392,409articles in the measured year
38,096articles in 2026Q1
19.1%positive tone in the latest complete year

News volume trends

Auto coverage across Switzerland · articles per complete quarter

083,682167,365251,047334,7292021Q2: 32,5662021Q22021Q3: 33,4452021Q4: 29,7232022Q1: 34,5922022Q2: 33,9192022Q22022Q3: 33,6052022Q4: 44,4032023Q1: 45,9482023Q2: 43,6302023Q22023Q3: 37,7112023Q4: 35,3372024Q1: 49,6522024Q2: 56,9722024Q22024Q3: 53,4092024Q4: 52,9992025Q1: 80,3282025Q2: 46,9522025Q22025Q3: 291,0692025Q4: 24,1642026Q1: 38,0962026Q1
View quarterly article counts
QuarterArticles
2021Q232,566
2021Q333,445
2021Q429,723
2022Q134,592
2022Q233,919
2022Q333,605
2022Q444,403
2023Q145,948
2023Q243,630
2023Q337,711
2023Q435,337
2024Q149,652
2024Q256,972
2024Q353,409
2024Q452,999
2025Q180,328
2025Q246,952
2025Q3291,069
2025Q424,164
2026Q138,096

Article volume measures coverage, not market sales.

Tone of coverage over time

2021
43,787 positive · 33,197 neutral · 24,639 negative
2022
62,654 positive · 50,541 neutral · 33,140 negative
2023
64,686 positive · 62,539 neutral · 35,221 negative
2024
77,889 positive · 97,668 neutral · 37,290 negative
2025
84,561 positive · 152,313 neutral · 205,303 negative

Leading coverage topics

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

International And Transnational Geographic Entities299,346 articles in the full recorded period
108,073 recent · 81,374 prior
Geopolitical Disputes And Contested Areas299,337 articles in the full recorded period
108,070 recent · 81,369 prior
Administrative And Political Subdivisions299,333 articles in the full recorded period
108,068 recent · 81,366 prior
International Sports Competitions19,262 articles in the full recorded period
4,085 recent · 4,324 prior
Olympic Games Coverage11,380 articles in the full recorded period
2,696 recent · 2,516 prior
Soccer Women'S Leagues And Competitions10,357 articles in the full recorded period
0 recent · 0 prior
International Political Relations10,121 articles in the full recorded period
2,340 recent · 2,412 prior
Sports Coaching Strategies8,289 articles in the full recorded period
7,485 recent · 209 prior
Youth Sports Development Programs8,204 articles in the full recorded period
7,426 recent · 211 prior
Winter Sports Coverage7,131 articles in the full recorded period
1,894 recent · 1,628 prior

Recent and prior counts use the source comparison windows.

Topics gaining and losing attention

Auto coverage across Switzerland

KeywordRecentPriorChange
countries4,1931,858126%
tariff negotiations2,253741204%
free trade deals1,271409211%
trade dispute mechanisms1,154277317%
bilateral trade1,052267294%
diplomatic strategies54732270%
multilateral diplomacy543243123%
preferential tariff527203160%
trade barrier reduction481150221%
women\'s champions league462171170%
europa league160899-82%
quarterfinals231675-66%
final match139635-78%
final match recaps254550-54%
multilateral accords151265-43%

Event and signal lenses

Auto coverage across Switzerland

All complete annual cohorts shown
Rising

Regulatory Risk

529,866 classified articles

territories, disputed islands, countries

11.1% critical · 8.6% positive
Rising

Funding Momentum

27,417 classified articles

currency intervention policies, inflation reports fx, trade deficits fx

37.7% critical · 44.4% positive
Rising

Growth

40,568 classified articles

gdp growth forex, inflation reports fx, currency intervention policies

32.0% critical · 47.7% positive

Auto coverage across Switzerland. 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.

Social Identity and Power in MobilityCommon problems researchers identify · 01

Social Identity and Power in Mobility

1,059 papers

17.6% of this theme group

Examines how gender, ethnicity, and power dynamics shape perceptions and representations within automotive contexts.

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

Healthcare Delivery in Vehicle SettingsCommon problems researchers identify · 02

Healthcare Delivery in Vehicle Settings

975 papers

16.2% of this theme group

Investigates nursing, infection control, and medication safety challenges for patients interacting with automotive health services.

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

Data Governance and Policy for VehiclesCommon problems researchers identify · 03

Data Governance and Policy for Vehicles

876 papers

14.6% of this theme group

Analyzes legal, technical, and administrative issues surrounding personal data use in automotive information systems.

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

Ethical and Philosophical Concerns in MobilityCommon problems researchers identify · 04

Ethical and Philosophical Concerns in Mobility

862 papers

14.4% of this theme group

Explores moral, legal, and educational implications of autonomous technologies for vulnerable populations.

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

Environmental Impact of Automotive Land UseCommon problems researchers identify · 05

Environmental Impact of Automotive Land Use

825 papers

13.8% of this theme group

Studies land‑use change, forest cover, and ecological monitoring related to vehicle infrastructure development.

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

Training and Curriculum Gaps for Automotive ProfessionalsCommon problems researchers identify · 06

Training and Curriculum Gaps for Automotive Professionals

749 papers

12.5% of this theme group

Highlights shortcomings in pedagogical approaches and skill development for emerging automotive technologies.

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

Security and Human Interaction Risks in VehiclesCommon problems researchers identify · 07

Security and Human Interaction Risks in Vehicles

654 papers

10.9% of this theme group

Addresses cybersecurity threats and usability challenges arising from human‑computer interaction in cars.

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.

Medical Vulnerabilities in Vehicle‑Based CareCautions · 01

Medical Vulnerabilities in Vehicle‑Based Care

274 papers

19.8% of this theme group

Warns of pressure injuries and drug‑related complications for elderly patients receiving care in transport environments.

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

Societal Risks of Autonomous TransportCautions · 02

Societal Risks of Autonomous Transport

270 papers

19.5% of this theme group

Calls for careful assessment of public perception, safety, and environmental impacts of driverless vehicle adoption.

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

Educational Equity and Identity IssuesCautions · 03

Educational Equity and Identity Issues

187 papers

13.5% of this theme group

Points out challenges in inclusive teaching and identity formation for students interacting with automotive learning tools.

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 Threats to Perception SystemsCautions · 04

Adversarial Threats to Perception Systems

171 papers

12.4% of this theme group

Highlights robustness concerns for lidar and object‑detection models against intentional attacks.

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

Material and Structural UncertaintiesCautions · 05

Material and Structural Uncertainties

171 papers

12.4% of this theme group

Notes potential failures in construction materials and geological assessments affecting vehicle infrastructure.

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

Biological Contamination Risks in Plant‑Based FuelsCautions · 06

Biological Contamination Risks in Plant‑Based Fuels

165 papers

11.9% of this theme group

Raises caution about microbial growth and nutrient leaching in biofuel production for automotive use.

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.

Regulatory and Investment AmbiguitiesCautions · 07

Regulatory and Investment Ambiguities

146 papers

10.5% of this theme group

Emphasizes uncertain policy environments and legislative gaps that could hinder automotive financing.

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
7 cards

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Integrated Safety and Security DesignOpportunities · 01

Integrated Safety and Security Design

1,592 papers

26.5% of this theme group

Pursues methods to jointly address safety requirements and cybersecurity in autonomous vehicle systems.

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

Advanced 3D Perception for DrivingOpportunities · 02

Advanced 3D Perception for Driving

1,072 papers

17.9% of this theme group

Develops enhanced lidar and point‑cloud techniques to improve object detection and situational awareness.

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

Predictive Motion PlanningOpportunities · 03

Predictive Motion Planning

807 papers

13.4% of this theme group

Applies model‑predictive control and trajectory optimization to enable dynamic, obstacle‑aware vehicle navigation.

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

Human‑Centred Evaluation of Learning ToolsOpportunities · 04

Human‑Centred Evaluation of Learning Tools

800 papers

13.3% of this theme group

Explores qualitative assessments of virtual learning environments for automotive education and equity.

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

Cross‑Disciplinary Materials InnovationOpportunities · 05

Cross‑Disciplinary Materials Innovation

699 papers

11.7% of this theme group

Investigates novel compounds and synthesis methods for lightweight, durable automotive components.

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

Spatial Data Integration for InfrastructureOpportunities · 06

Spatial Data Integration for Infrastructure

686 papers

11.4% of this theme group

Leverages cadastral, BIM, and statistical analyses to optimize building and energy performance in transport projects.

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 for Driving DecisionsOpportunities · 07

Reinforcement Learning for Driving Decisions

344 papers

5.7% of this theme group

Utilizes deep reinforcement techniques to improve collision avoidance and behavior planning in autonomous vehicles.

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%17.9%
Problem-identifying27.4%9.6%
Promising21.0%36.7%
Breakthrough14.3%26.5%
Comparative3.4%3.9%
Cautionary2.9%4.5%
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 Switzerland: key questions

Clear definitions for making better comparisons.

What does this landscape measure?

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

Can segment counts be added together?

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

What does a missing figure mean?

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

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

Canonical landscape ↗
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