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 tech industry,
in focus.

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

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

An industry ecosystem,
measured in context.

Auto Tech illustration
MEET THE COMPANIES

Explore Switzerland’s auto tech leaders

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

Expand panel +
Auto Tech company highlights in Switzerland, snapshot 3 September 2026
Company
Aptivaptiv.com$1.24B—141,000Financial figure available in RadarView in Radar
Carvolutioncarvolution.com$298.95M2 roles84—
H55h55.ch$146.67M—100—
WayRaywayray.com$98M—142—
Daedaleandaedalean.ai$72.57M—123—
MapsWithMemaps.me$50.9M—13—
Embotechembotech.com$44.25M—70—
Avriosavrios.com$26.29M—75—
Destinusdestinus.ch—7 roles157—
Dufour Aerospacedufour.aero—6 roles40—
CARIFYcarify.com—4 roles28—
Fox Automotivefox-automotive.ch—4 roles——
MyBikePlanmybikeplan.ch—3 roles——
autoSenseautosense.ch—2 roles43—
m-waym-way.ch—1 roles100—
ABB E-mobilitye-mobility.abb.com——1,500—
All Traffic Camsalltrafficcams.com————
Autolinaautolina.ch——11—
Flyer E-bikesflyer-bikes.com——350—
Garrett Motiongarrettmotion.com——156—
General Magicgeneralmagic.com————
Microlinomicrolino-car.com————
Mobilitymobility.ch————
Omowayomoway.com————
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 Tech industry KPIs in Switzerland

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

3 September 2026
Hiring participation3.4%

13 of 379 tracked companies have open roles.

Funding participation12.4%

47 of 379 tracked companies have a recorded round.

Top 3 funding share82.8%

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

Median disclosed round$707.47K

Midpoint of 72 rounds with a disclosed amount.

Scale is concentrated. Opportunity is broader. The three largest funding recipients hold 82.8% of disclosed capital, while 87.6% of tracked companies have no recorded funding round.

Explore the segments →
CAPITAL & COMPANY FORMATION

How Switzerland auto tech 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 tech
$0$204.5M$409.01M$613.51M$818.01M2016: $12.45M20162017: $28.32M20172018: $84.66M20182019: $717.56M20192020: $22.95M20202021: $88.88M20212022: $74.36M20222023: $78.82M20232024: $336.82M20242025: $02025
View the numbers
Annual auto tech funding and company formation in Switzerland
YearFunding (USD)FoundedRaising
2016$12.45M251
2017$28.32M328
2018$84.66M208
2019$717.56M2412
2020$22.95M253
2021$88.88M219
2022$74.36M134
2023$78.82M155
2024$336.82M56
2025$030
WHERE CAPITAL SITS

Funding concentration

Share of all disclosed company funding.

  • Aptiv60.9%
  • Carvolution14.7%
  • H557.2%
  • Other companies17.2%

Funding by stage

109 recorded rounds since 2016

NUMBER OF ROUNDS
Seed & Angel34 31.2%
Series A–B21 19.3%
Series C+ / PE5 4.6%
Grants, debt & other49 45.0%

Recent recorded rounds

Latest recorded rounds · USD
1 rounds

Swipe or scroll horizontally to browse.

Seed05/2026
AMP IT —

Backed by Technologiefonds.

Largest and notable recorded rounds

Each card is one recorded round
10 cards

Swipe or scroll horizontally to browse.

Series C09/2018
WayRaywayray.com$80M

Backed by Hyundai Motor Company and Alibaba Group and others.

Series C09/2023
H55h55.ch$50.15M

Backed by ND Capital and Tippet Venture Partners and others.

Series A12/2020
H55h55.ch$22.4M

Backed by ND Capital and Tippet Venture Partners.

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

7 of the 379 companies on this page carry a measured traffic record (1.8%); these are the largest of those, by monthly visits. The median among them is 116,152 visits.

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

Most-installed apps

86 of these companies (22.7%) publish at least one Android app — 117 apps in all, carrying 105M installs between them.

AppInstallsRatingStore category
MAPS.ME: Offline maps GPS NavMapsWithMe96.7M4.1Travel & Local
AutoScout24 SwitzerlandAutoScout24 Switzerland3.2M4.8Auto & Vehicles
FAIRTIQFAIRTIQ1.5M4.3Maps & Navigation
PrestoParkPrestoPark672.4K1.8Auto & Vehicles
MotoScout24 SwitzerlandMotoScout24580.4K5Auto & Vehicles
Swiss TrafficSwiss Traffic529K5Auto & Vehicles
URBI: your mobility solutionUrbi223.2K3.4Maps & Navigation
UNIP – simply park and enjoyUNIP153.9K—Travel & Local
Ulysse Speedometer ProBinarytoys Lab118.7K3.7Auto & Vehicles
Mobility CarsharingMobility114.8K4.5Travel & Local

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 (2023Q1–2026Q2).

SegmentAppsInstallsLeading appRelease trend
Road Transport Tech78100.5MMAPS.ME: Offline maps GPS Nav 96.7M
Online Travel396.8MMobility Carsharing 114.8K
Auto E-Commerce & Content94MAutoScout24 Switzerland 3.2M
Auto Retail & Aftersales63.9MMotoScout24 Switzerland 580.4K
Smart Public Transport51.6MFAIRTIQ 1.5M
Electric Vehicles24394.6KSwisscharge: Your Charging App 96K
Energy Storage Tech6162.1KFuelRod 60K
Logistics Tech1683.8Kautoconneqt 64.1K

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

Release cadence by quarter

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

2022Q4: 32022Q4: 12022Q42023Q1: 12023Q1: 02023Q12023Q2: 42023Q2: 02023Q22023Q3: 12023Q3: 22023Q32023Q4: 52023Q4: 02023Q42024Q1: 32024Q1: 12024Q12024Q2: 42024Q2: 02024Q22025Q1: 42025Q1: 22025Q12025Q2: 22025Q2: 52025Q22025Q3: 42025Q3: 162025Q32025Q4: 22025Q4: 132025Q4

Darker bars are new releases, lighter bars apps updated. 92 of 117 apps carry a release date. The series ends at 2025Q4, the last quarter that closed before the June 2026 reading.

INSIDE THE INDUSTRY

The Switzerland auto tech market map

Explore the segments behind the headline numbers.

Expand panel +

Where companies are building

Rank segments by scale, hiring or disclosed funding.

Consumer digital195
Green transport148
Enterprise tech143
Deep tech59
Shared mobility46
Enterprise software41
Electric vehicle charging39
Marketplaces36
Online rental33
B2c e-commerce31
Internet of vehicles29
Gig employers23

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

SEGMENT TO EXPLORE

Consumer digital

The largest measured segment in this report snapshot.

195companies
3.1%have hiring activity

6 companies hiring · $468.33M disclosed funding

Explore in Radar

How companies make money

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

Subscription179
Commission on transaction163
Physical commerce114
E-commerce - product111
E-commerce - service85
Fee-for-service46
Advertising37
Renting / leasing16
THE COMPANIES IN MOTION

Who is listing, hiring leaders, launching and winning work

Recorded corporate activity linked to companies in this landscape.

Expand panel +
Recent corporate headlines 10 dated reports
Funding roundsgeneralmagic.com ↗

closed an oversubscribed $7.2 mn seed round to accelerate deployment of SMS-based AI agents designed for insurance operations.

Mergers & acquisitionsdaedalean.ai ↗

Destinus , a private European aerospace company, completed the acquisition of Daedalean AI , a pioneer in safety-critical, certifiable AI avionics software, for $225m.

Funding roundsdestinus.ch ↗

Destinus, a Katwijk-based aerospace and defense company, has secured a €50 million financing facility from Commerzbank, marking the company’s first commercial bank facility…

Mergers & acquisitionse-mobility.abb.com ↗

First founded in Shanghai, ChargeDot was itself acquired in 2019, when ABB bought a majority stake (67 per cent of shares) in the company.

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.

Funding roundsembotech.com ↗

Swiss startup Embotech has received approximately $26 million in funding from a number of top-tier investors, including the Polish fund RKKVC.

Funding roundshivepower.tech ↗

Hive Power, a Swiss-Italian start-up providing innovative solutions for smart grids, announces that it has closed the EUR 3.5 million Seed+ funding round, which includes funds from venture capital investors such as Axpo and Creadd Ventures, together with the Swiss Technological Fund, which offers surety to start-ups tackling the climate crisis.

Funding roundsh55.ch ↗

Walder Wyss advised H55 on the closing of its Series C financing round, including an investment from the Government of Québec.

Leadership movesdesignwerk.com ↗

Waldemar Christensen, who has led the business since 2022 and will take up the role of CEO at Designwerk Technologies AG in Switzerland.

Earningsaptiv.com ↗

For the fourth quarter, Aptiv reported revenue of $5.2 billion, up 5% on a reported basis and 3% on an adjusted basis.

Full recorded event mix

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

Earnings
19
Funding rounds
12
Mergers & acquisitions
8
Company announcements
7
Contracts
6
Buyback
5
Leadership moves
4
Layoffs
4
New products
3
Capital infusions
2
5 activity cards

Swipe or scroll horizontally to browse.

IPO pipeline

1 companies with recorded IPO activity

Follow-on Offering1 reports

Leadership moves

2 tracked people moves

Designwerk ↗
Waldemar Christensen

Appointment Chief Executive Officer

Aptiv ↗
Håkan Agnevall

Appointment Member of the Board of Directors

Product launches

Products, platforms and features in the recorded window

A400 All-in-One DC fast charger

EV charger

Garrett Original Maxlife

Turbocharger

large‑frame MEG line‑up

turbocharger platform

Contract wins

4 recorded customer wins

Customer: Chinese commercial-vehicle HVAC integr

Jekta ↗

Customer: tahseen aviation servicesAviation

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

Embotech ↗

Customer: APM Terminals Maasvlakte II (MVII)Ports / Logistics

Workforce actions

2 companies with reported reductions

EVTEC ↗

Scale not stated rolesbusiness downturn

155 rolesdifficult market situation

Earnings pulse

Reported company results in the recorded window.

2companies
25period observations
5.5%median reported growth

Median across 18 reported growth observations; companies may contribute multiple periods.

Mergers and acquisitions

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

Acquirer → targetStatusDateValue / context
Destinus→Daedalean ↗Completed2026-01-06$225.0M
Destinus→Daedalan AGAnnounced2025-08-08Not stated in snapshot
Destinus→aerialtronicsAnnounced2025-08-05Not stated in snapshot
ABB E-mobility→chargedotCompleted2025-08-04Not stated in snapshot
aew energie→Partino Mobile Energie ↗Completed2024-02-20Not stated in snapshot
EVTEC→jvm castings2024-01-19Not stated in snapshot

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

PEOPLE & OPPORTUNITY

The talent market

69 postings in the preceding 12 months. The full 229-posting snapshot covers 9 employers.

Expand panel +

Most advertised job titles

Workshop Assistant Student16
Administrative Manager12
Software Engineer7
Technical Project Manager (Automotive)7
Start Up Praktikum Nach Matura (3 6 Monate)5
Senior Software Verification Engineer5
3 internship postings

0 tracked postings mention remote work.

The seniority mix

87 postings specify a level.

unspecified
142
manager
33
senior
22
intern
17
lead
13
entry
2
THE PEOPLE BUILDING THE FIELD

Founders and leaders

197 founders and chief executives across 138 companies.

Expand panel +
12 profiles

Swipe or scroll horizontally to browse.

Education networks

17 profiles with education records.

University of Zurich
3
Tel Aviv University
1
INSEAD
1
IMD Business School
1
ETH Zurich
1
University of St.Gallen
1
Shanghai Jiao Tong University
1
University of Waterloo
1

Prior employers

3 profiles with prior-work records.

Google
1
McKinsey
1
Cisco
1

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

NEWS INTELLIGENCE

How this industry appears in the news

406,091 articles in the measured 12-month window.

Expand panel +
406,091articles in the measured year
42,763articles in 2026Q1
20.8%positive tone in the latest complete year

News volume trends

Auto Tech coverage across Switzerland · articles per complete quarter

084,698169,397254,095338,7932021Q2: 35,0832021Q22021Q3: 35,7352021Q4: 32,1762022Q1: 37,1942022Q2: 36,9432022Q22022Q3: 35,9282022Q4: 46,9032023Q1: 49,0692023Q2: 46,2382023Q22023Q3: 39,9812023Q4: 37,8092024Q1: 53,3252024Q2: 60,0642024Q22024Q3: 56,3202024Q4: 56,0102025Q1: 85,7632025Q2: 50,1402025Q22025Q3: 294,6032025Q4: 26,6752026Q1: 42,7632026Q1
View quarterly article counts
QuarterArticles
2021Q235,083
2021Q335,735
2021Q432,176
2022Q137,194
2022Q236,943
2022Q335,928
2022Q446,903
2023Q149,069
2023Q246,238
2023Q339,981
2023Q437,809
2024Q153,325
2024Q260,064
2024Q356,320
2024Q456,010
2025Q185,763
2025Q250,140
2025Q3294,603
2025Q426,675
2026Q142,763

Article volume measures coverage, not market sales.

Tone of coverage over time

2021
48,800 positive · 33,404 neutral · 27,241 negative
2022
69,404 positive · 50,777 neutral · 36,574 negative
2023
71,832 positive · 62,761 neutral · 38,299 negative
2024
86,760 positive · 97,868 neutral · 40,884 negative
2025
94,881 positive · 152,524 neutral · 209,419 negative

Leading coverage topics

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

International And Transnational Geographic Entities299,858 articles in the full recorded period
108,074 recent · 81,374 prior
Geopolitical Disputes And Contested Areas299,849 articles in the full recorded period
108,071 recent · 81,369 prior
Administrative And Political Subdivisions299,843 articles in the full recorded period
108,068 recent · 81,366 prior
International Sports Competitions19,719 articles in the full recorded period
4,179 recent · 4,408 prior
Olympic Games Coverage11,609 articles in the full recorded period
2,725 recent · 2,563 prior
International Political Relations10,849 articles in the full recorded period
2,700 recent · 2,516 prior
Soccer Women'S Leagues And Competitions10,483 articles in the full recorded period
0 recent · 0 prior
Cryptocurrency Impact On Forex Markets8,644 articles in the full recorded period
2,315 recent · 1,779 prior
Sports Coaching Strategies8,365 articles in the full recorded period
7,499 recent · 222 prior
Youth Sports Development Programs8,272 articles in the full recorded period
7,437 recent · 218 prior

Recent and prior counts use the source comparison windows.

Topics gaining and losing attention

Auto Tech coverage across Switzerland

KeywordRecentPriorChange
countries4,1931,858126%
tariff negotiations2,388802198%
free trade deals1,312426208%
trade dispute mechanisms1,221288324%
bilateral trade1,093275297%
diplomatic strategies64734289%
multilateral diplomacy629263139%
preferential tariff529207156%
trade barrier reduction497153225%
women\'s champions league481178170%
europa league179917-80%
quarterfinals240678-65%
final match147639-77%
final match recaps274557-51%
multilateral accords183279-34%

Event and signal lenses

Auto Tech coverage across Switzerland

All complete annual cohorts shown
Rising

Regulatory Risk

547,235 classified articles

territories, disputed islands, countries

12.1% critical · 9.5% positive
Rising

Funding Momentum

31,456 classified articles

currency intervention policies, inflation reports fx, trade deficits fx

38.1% critical · 44.9% positive
Rising

Growth

43,908 classified articles

gdp growth forex, inflation reports fx, currency intervention policies

32.9% critical · 47.8% positive

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

RESEARCH SIGNALS

What Auto Tech 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 Equity and RepresentationCommon problems researchers identify · 01

Social Equity and Representation

1,059 papers

17.6% of this theme group

Examines gender, identity, and power dynamics in humanitarian and media 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

Clinical Care and Infection RisksCommon problems researchers identify · 02

Clinical Care and Infection Risks

975 papers

16.2% of this theme group

Investigates nursing practices, elderly care, and infection prevention during health crises.

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 Legal ComplianceCommon problems researchers identify · 03

Data Governance and Legal Compliance

876 papers

14.6% of this theme group

Analyzes public policy, data audits, and legal frameworks for personal data handling.

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

Ethics and Education in Care SettingsCommon problems researchers identify · 04

Ethics and Education in Care Settings

862 papers

14.4% of this theme group

Focuses on philosophical and humanitarian issues in education and health services for vulnerable groups.

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 Monitoring and Land UseCommon problems researchers identify · 05

Environmental Monitoring and Land Use

825 papers

13.8% of this theme group

Studies rural environmental registries and spatial changes in forest cover.

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

Pedagogical Innovation and InclusionCommon problems researchers identify · 06

Pedagogical Innovation and Inclusion

749 papers

12.5% of this theme group

Explores technology‑mediated teaching methods and inclusive curricula for diverse learners.

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‑Machine InteractionCommon problems researchers identify · 07

Security and Human‑Machine Interaction

654 papers

10.9% of this theme group

Looks at cybersecurity, transport engineering, and user interaction challenges in automotive contexts.

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 Hospitalized PatientsCautions · 01

Medical Vulnerabilities in Hospitalized Patients

274 papers

19.8% of this theme group

Highlights pressure injuries, medication issues, and comorbidities among older inpatients.

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 Impacts of Autonomous MobilityCautions · 02

Societal Impacts of Autonomous Mobility

270 papers

19.5% of this theme group

Discusses perceived risks, environmental effects, and public transport integration of driverless vehicles.

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

Student Well‑Being and EngagementCautions · 03

Student Well‑Being and Engagement

187 papers

13.5% of this theme group

Addresses substance use, mental health, and strategies to increase participation of neurodiverse students.

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

Examines robustness of trajectory prediction and object detection against adversarial 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 Geological Testing LimitsCautions · 05

Material and Geological Testing Limits

171 papers

12.4% of this theme group

Evaluates numerical simulations and imaging techniques for structural and filtration material analysis.

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

Plant Growth under Saline ConditionsCautions · 06

Plant Growth under Saline Conditions

165 papers

11.9% of this theme group

Investigates biomass accumulation and microbial interactions in salt‑stressed crops.

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 Uncertainty and DisclosureCautions · 07

Regulatory Uncertainty and Disclosure

146 papers

10.5% of this theme group

Analyzes political‑economic volatility and mandatory versus voluntary reporting of intangible assets.

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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Safety and Acceptance of Autonomous VehiclesOpportunities · 01

Safety and Acceptance of Autonomous Vehicles

1,592 papers

26.5% of this theme group

Develops methods to identify safety/security requirements and studies user attitudes toward driverless cars.

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

Improves object detection and scene analysis using lidar and point‑cloud neural networks.

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 Planning TechniquesOpportunities · 03

Predictive Motion Planning Techniques

807 papers

13.4% of this theme group

Applies model predictive control and trajectory optimization for dynamic obstacle avoidance.

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

Qualitative Insights into Learning EnvironmentsOpportunities · 04

Qualitative Insights into Learning Environments

800 papers

13.3% of this theme group

Assesses virtual learning tools and equity‑focused educational experiences.

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

Multidisciplinary Materials and Biomedical ResearchOpportunities · 05

Multidisciplinary Materials and Biomedical Research

699 papers

11.7% of this theme group

Combines horticulture, traditional medicine, and nanomaterials for diagnostic and therapeutic advances.

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

Geospatial Data Integration for InfrastructureOpportunities · 06

Geospatial Data Integration for Infrastructure

686 papers

11.4% of this theme group

Leverages cadastral, BIM, and statistical methods to enhance building and energy modeling.

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

Uses deep reinforcement techniques to improve collision avoidance and behavior planning.

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%17.3%
Problem-identifying27.4%9.7%
Promising21.0%37.0%
Breakthrough14.3%26.4%
Comparative3.4%4.0%
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
Safety & misuseNO Need to Worry about Adversarial Examples in Object Detection in Autonomous Vehicles1130.24%27 (23.9%)0.24%
Privacy & surveillanceExploring expert perceptions about the cyber security and privacy of Connected and Autonomous Vehicles: A thematic analy920.2%25 (27.2%)0.2%
Bias & fairnessBias behind the Wheel: Fairness Testing of Autonomous Driving Systems80.02%3 (37.5%)0.02%
Energy & datacenter footprintA Survey on Approximate Edge AI for Energy Efficient Autonomous Driving Services70.01%0 (0.0%)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%
Concentration of compute powerTransport Policy Optimization with Autonomous Vehicles10.0%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 Tech 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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