Industry landscapes
The companies, capital and talent shaping auto in Brazil. Find the leaders. Understand the segments. See where the activity is.
An industry ecosystem,
measured in context.
24 featured companies from the funding, hiring, revenue and team-size leaderboards.
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 ↗
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 ↗A few useful ratios bring the size of this ecosystem into perspective.
33 of 693 tracked companies have open roles.
19 of 693 tracked companies have a recorded round.
Share of disclosed capital received by the three largest recorded recipients.
Midpoint of 25 rounds with a disclosed amount.
Scale is concentrated. Opportunity is broader. The three largest funding recipients hold 69.6% of disclosed capital, while 97.3% of tracked companies have no recorded funding round.
Explore the segments →Recorded company formation and disclosed funding across the complete annual series shown.
Sum of recorded funding rounds · USD
| Year | Funding (USD) | Founded | Raising |
|---|---|---|---|
| 2016 | $3.5M | 27 | 1 |
| 2017 | $22.82M | 31 | 3 |
| 2018 | $136.45M | 36 | 3 |
| 2019 | $223.68M | 29 | 4 |
| 2020 | $2.75M | 52 | 1 |
| 2021 | $61.6M | 18 | 2 |
| 2022 | $9.46M | 12 | 3 |
| 2023 | $21.18M | 11 | 3 |
| 2024 | $61.42M | 5 | 2 |
| 2025 | $16.5M | 0 | 1 |
Share of all disclosed company funding.
28 recorded rounds since 2016
Recorded participation in auto company rounds since 2016.
Backed by Ribbit Capital and SoftBank Latin America Fund and others.
Backed by J Ventures and FJ Labs and others.
Backed by Lumia Capital and FJ Labs and others.
Backed by Kaszek and SoftBank Group and others.
Backed by Ribbit Capital and Kaszek and others.
Backed by J-Ventures and FJ Labs and others.
Participating investors were not recorded in this snapshot.
Backed by Atomico.
Backed by Construct Capital and Monashees and others.
Backed by FJ Labs and Lumia Capital and others.
No reviewed exact national-ID connector has yet been qualified for Brazil; this is a checked implementation boundary, not evidence that filings are absent.; No reviewed exact national-ID connector has yet been qualified for Brazil; this is a checked implementation boundary, not evidence that filings are absent.
How the Brazil companies on this page show up online: the sites people visit, the apps they install, and how often those apps ship.
13 of the 693 companies on this page carry a measured traffic record (1.9%); these are the largest of those, by monthly visits. The median among them is 634,450 visits.
| Company | Monthly visits | Authority | Mobile |
|---|---|---|---|
| Webmotorswebmotors.com.br | 13,239,277 | 82 | 64.3% |
| Mobiautomobiauto.com.br | 3,394,585 | 70 | 89.1% |
| Copartcopart.com.br | 1,280,098 | 48 | 67.5% |
| PneuStorepneustore.com.br | 1,178,168 | 51 | 67.5% |
| ICarrosicarros.com.br | 1,149,076 | 59 | 73.7% |
| Toyotatoyota.com.br | 906,609 | 55 | 68.8% |
| Renaultrenault.com.br | 634,450 | 52 | 71.2% |
| Suhai Seguradorasuhaiseguradora.com | 447,668 | 45 | 71.3% |
| SHOPCARshopcar.com.br | 419,817 | 38 | 60.3% |
| SóCarrãosocarrao.com.br | 294,092 | 42 | 75.9% |
Visits and authority are third-party web estimates, not company-reported figures.
113 of these companies (16.3%) publish at least one Android app — 145 apps in all, carrying 30.9M installs between them.
| App | Installs | Rating | Store category |
|---|---|---|---|
| Webmotors: comprar carroWebmotors | 13.3M | 4.8 | Auto & Vehicles |
| icarros Itaú: comprar carrosICarros | 12.2M | 4.4 | Auto & Vehicles |
| Ituran GO BrasilChevrolet Equinox | 536.5K | — | Lifestyle |
| MobiautoMobiauto | 496.5K | — | Auto & Vehicles |
| LooviLoovi | 454.8K | — | Auto & Vehicles |
| PNEUSTORE: Compre Pneus OnlinePneuStore | 340.2K | — | Shopping |
| Parceiros PneuStorePneuStore | 303.5K | — | Productivity |
| InstaCarro: Venda de CarroInstaCarro | 299.4K | — | Auto & Vehicles |
| Catálogo Filtros TecfilTecfil | 241.8K | — | Tools |
| Justos: Seguro Auto DigitalJustos | 237.8K | 4.9 | Finance |
Installs are lifetime totals to date at the June 2026 store reading — a measure of reach, not of people using an app today.
The busiest app inside each of this page’s own segments, with the quarterly release trend behind it (2023Q1–2026Q1).
| Segment | Apps | Installs | Leading app | Release trend |
|---|---|---|---|---|
| Auto Retail & Aftersales | 120 | 29.9M | Webmotors: comprar carro 13.3M | |
| Auto E-Commerce & Content | 41 | 28.9M | icarros Itaú: comprar carros 12.2M | |
| Internet First Insurance Platforms | 7 | 766.7K | Loovi 454.8K | |
| Auto Brands | 2 | 536.6K | Ituran GO Brasil 536.5K | |
| Logistics Tech | 3 | 470.9K | Loovi Executivos 14.6K | |
| Auto Components | 21 | 450K | Catálogo Filtros Tecfil 241.8K | |
| B2B E-Commerce | 2 | 134.5K | Auto Action 128.3K | |
| Local Services | 6 | 71.4K | Guincho 24h HelpCars 45.4K |
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.
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.
Darker bars are new releases, lighter bars apps updated. 86 of 145 apps carry a release date. The series ends at 2026Q1, the last quarter that closed before the June 2026 reading.
Explore the segments behind the headline numbers.
Rank segments by scale, hiring or disclosed funding.
Companies can sit in several segments. Counts and funding overlap.
The largest measured segment in this report snapshot.
7 companies hiring · $184.41M disclosed funding
Explore in RadarCommon revenue models; a company can use more than one.
Recorded corporate activity linked to companies in this landscape.
Monark Markets, a New York‑based FinTech building infrastructure that connects brokerage firms and wealth platforms to private markets, has raised $8.1m in a strategic funding round.
Recrusul is in negotiations to acquire fintech PG Bank, even with its declining revenue.
The Brazilian company Iochpe-Maxion, through its Maxion Wheels unit, acquired 50.1% of Polymetal, an Argentine manufacturer of aluminium wheels
Fras-le concludes Follow-on & R$400 million and signals capital for inorganic expansion
The BNDES approved R$ 445.2 million for Marcopolo to produce passenger transport vehicles and bus bodies to be exported, the promoter informed the bank on Monday (30).
Brazilian auto-insurtech Justos followed with a $16.5 million growth round led by Ribbit Capital, with participation from Kaszek, Scale Up, and Endeavor Catalyst.
CantuStore, Brazil's largest tire dealer, is talking with private equity funds for the sale of a minority stake.
Following the acquisition by Frasle Mobility in early 2023, the Juratek and Abtex brands, along with CV friction brand Fras-le, are now officially uniting as Frasle Mobility UK.
Demarest advised Cantu on the acquisition of GP Pneus.
Per the agreement, Original acquired all of the issued and equity interests of UAB from Group 1 for 510 million BRL in cash.
Top 8 categories among 58 recorded events in the 24-month window.
6 tracked people moves
Resignation Previously Chief Executive Officer
Appointment Director-President
Appointment Head of Sales
Appointment Director of Operations
Appointment Financial and Product Director
Appointment Chief Executive Officer
1 recorded customer wins
Customer: Freight
Reported company results in the recorded window.
Median across 10 reported growth observations; companies may contribute multiple periods.
Company-linked deal reports; status is preserved as recorded.
| Acquirer → target | Status | Date | Value / context |
|---|---|---|---|
| Recrusul→pg bank | Rumored | 2026-01-22 | Not stated in snapshot |
| IOCHPE-MAXION→Polymetal | Announced | 2025-11-19 | Not stated in snapshot |
| Fras-le→Na | Announced | 2025-07-11 | Not stated in snapshot |
| Webmotors→car10 ↗ | 2025-03-07 | Not stated in snapshot | |
| private equity funds→CantuStore ↗ | Rumored | 2025-02-27 | Not stated in snapshot |
| Frasle Mobility→Juratek, Abtex, Fras-le | Completed | 2024-12-04 | Not stated in snapshot |
A discussion or rumour is not a completed transaction. An unstated value is not zero.
6 postings in the preceding 12 months. The full 56-posting snapshot covers 52 employers.
0 tracked postings mention remote work.
3 postings specify a level.
| Company | Employees |
|---|---|
| tupy ↗ | 19,000 |
| IOCHPE-MAXION ↗ | 17,000 |
| Marcopolo ↗ | 14,093 |
| Fras-le ↗ | 5,253 |
| ciser ↗ | 2,000 |
| Vipal Borrachas ↗ | 1,130 |
| unidas ↗ | 1,109 |
| CantuStore ↗ | 1,000 |
56 founders and chief executives across 51 companies.
Ex-Coopers & Lybrand. Regis University BS 1975
Instacarro Com, ex-Carmudi Com, ex-Rocket Internet, universidad torcuato di tella, 2011
Ex-Co-Founder Miroculus, Citivox.
CEO LTI Insurance, Co-Founder Saron Resort & Hotel, Star Builder, Distribuidora Evangelica Omega.
CEO Dakotaparts
Vammo, ex-Tesla, ex-Allbirds, BatteryMBA, 2022
Ex-Auxter Máquinas e Equipamentos
Ex- Grupo SHC, Cardinal Mitsubishi. Anhembi Morumbi University
Founder & CEO-Mercadoparts · Ex-LUMIART BRASIL · Federal University of Minas Gerais 2012, FGV MBA 2017
Fisher Venture Builder, 100 Foods, Amrop INNITI, ex-Grupo Adeste. University of Virginia Darden School of Business MBA 2012
ex-Altran, Co-Founder QueroComprar, Techmall, Allcontrol Engenharia, Energ Power. Federal Center for Technological Education 2015, CEFET- MG 2015
ex-GM Cotia Trading, Banco Safra, Credit Lyonnais, Banco Mercantil de Sao Paulo. Pontifical Catholic University of Sao Paulo 1994
3 profiles with education records.
0 profiles with prior-work records.
Profiles cover recorded founders and leaders; contact details remain in Radar.
476,967 articles in the measured 12-month window.
Auto coverage across Brazil · articles per complete quarter
| Quarter | Articles |
|---|---|
| 2021Q2 | 45,875 |
| 2021Q3 | 50,372 |
| 2021Q4 | 38,994 |
| 2022Q1 | 40,863 |
| 2022Q2 | 41,447 |
| 2022Q3 | 44,103 |
| 2022Q4 | 69,923 |
| 2023Q1 | 61,769 |
| 2023Q2 | 91,127 |
| 2023Q3 | 71,620 |
| 2023Q4 | 51,537 |
| 2024Q1 | 59,162 |
| 2024Q2 | 70,891 |
| 2024Q3 | 77,788 |
| 2024Q4 | 81,314 |
| 2025Q1 | 99,292 |
| 2025Q2 | 77,014 |
| 2025Q3 | 308,512 |
| 2025Q4 | 47,892 |
| 2026Q1 | 50,786 |
Article volume measures coverage, not market sales.
49 recorded company events across 12 companies; percentages use that event total.
Auto coverage across Brazil · ranked by full-period article count.
Recent and prior counts use the source comparison windows.
Auto coverage across Brazil
| Keyword | Recent | Prior | Change |
|---|---|---|---|
| countries | 4,191 | 1,859 | 125% |
| tariff negotiations | 3,271 | 2,104 | 55% |
| trade dispute mechanisms | 1,375 | 772 | 78% |
| free trade deals | 1,353 | 939 | 44% |
| climate mobilization | 1,080 | 758 | 42% |
| angel investors | 1,057 | 327 | 223% |
| bilateral trade | 1,054 | 678 | 55% |
| preferential tariff | 1,029 | 549 | 87% |
| rock concerts | 917 | 38 | 2313% |
| alternative rock concerts | 913 | 36 | 2436% |
| olympic team selections | 201 | 1,317 | -85% |
| geopolitical alliances | 718 | 1,090 | -34% |
| ronaldo | 539 | 964 | -44% |
| olympic trials | 160 | 891 | -82% |
| summer olympics athletics | 64 | 841 | -92% |
Auto coverage across Brazil
territories, disputed islands, countries
15.3% critical · 11.2% positiveangel investors, early-stage investment, asset acquisition
33.1% critical · 41.7% positivegdp growth rate, economic growth statistics, economic output growth
26.6% critical · 45.1% positiveAuto coverage across Brazil. Topic labels describe recorded classifications and can include broad context.
53,340 papers in the recorded worldwide scope.
Tone counts: 45,828 positive · 3,083 neutral · 4,429 negative.
Landmark: A Survey of Autonomous Driving: <i>Common Practices and Emerging Technologies</i>
Landmark: Autonomous Vehicle Implementation Predictions: Implications for Transport Planning
Landmark: Are we ready for autonomous driving? The KITTI vision benchmark suite
Common problems researchers identify · 0117.6% of this theme group
Examines how gender, ethnicity, and power dynamics are portrayed and contested in humanitarian and cultural 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
Common problems researchers identify · 0216.2% of this theme group
Analyzes infection control, medication safety, and elderly patient management 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
Common problems researchers identify · 0314.6% of this theme group
Investigates public policy, cadastral systems, and legal frameworks for personal data handling in mergers and acquisitions.
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
Common problems researchers identify · 0414.4% of this theme group
Discusses philosophical, legal, and pedagogical issues surrounding marginalized groups and professional training.
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
Common problems researchers identify · 0513.8% of this theme group
Focuses on rural environmental registries, land‑cover change analysis, and statistical methods for ecosystem assessment.
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
Common problems researchers identify · 0612.5% of this theme group
Explores qualitative research on innovative teaching methods, accessibility, and curriculum development 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
Common problems researchers identify · 0710.9% of this theme group
Reviews computer security, human‑computer interaction, and engineering practices affecting vehicle safety and autonomy.
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 · 0119.8% of this theme group
Highlights complications from pressure injuries, medication issues, and device use in vulnerable patient populations.
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
Cautions · 0219.5% of this theme group
Considers public perception, safety trade‑offs, and broader societal consequences of driverless transport.
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
Cautions · 0313.5% of this theme group
Addresses substance use, mental health, and strategies to improve participation of students with special needs.
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
Cautions · 0412.4% of this theme group
Analyzes how adversarial attacks compromise trajectory prediction and object detection for autonomous vehicles.
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
Cautions · 0512.4% of this theme group
Examines uncertainties in numerical simulations, porosity assessments, and testing methods for construction materials.
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
Cautions · 0611.9% of this theme group
Investigates effects of salinity and bacterial inoculation on biomass accumulation and nutrient uptake.
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.
Cautions · 0710.5% of this theme group
Studies how political volatility, tax aggressiveness, and disclosure practices affect corporate investment and credit markets.
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 · 0126.5% of this theme group
Develops systematic methods to identify and integrate safety and cybersecurity needs in autonomous driving 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
Opportunities · 0217.9% of this theme group
Advances lidar‑based object detection and point‑cloud analysis to improve driver assistance and autonomous navigation.
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
Opportunities · 0313.4% of this theme group
Creates model‑predictive control and trajectory algorithms for dynamic obstacle avoidance in autonomous vehicles.
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
Opportunities · 0413.3% of this theme group
Explores effectiveness of virtual learning tools and equity‑focused educational experiences across disciplines.
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
Opportunities · 0511.7% of this theme group
Combines horticultural, medical, and nanomaterial studies to develop novel diagnostics and therapeutic applications.
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
Opportunities · 0611.4% of this theme group
Leverages cadastral, BIM, and statistical methods to enhance building design, energy monitoring, and construction processes.
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
Opportunities · 075.7% of this theme group
Applies deep reinforcement learning to collision avoidance and behavior planning for safer autonomous vehicle operation.
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
Orientation shares compared with 25,000 papers in the reference sample.
| Research orientation | This field | Reference sample |
|---|---|---|
| Descriptive | 29.3% | 17.4% |
| Problem-identifying | 27.4% | 9.9% |
| Promising | 21.0% | 37.0% |
| Breakthrough | 14.3% | 26.4% |
| Comparative | 3.4% | 3.7% |
| Cautionary | 2.9% | 4.5% |
| Critical | 1.7% | 0.9% |
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 paper | Papers | Share | Raised as a problem | Worldwide share |
|---|---|---|---|---|
| Privacy & surveillanceThe social dilemma of autonomous vehicles | 196 | 0.42% | 76 (38.8%) | 0.42% |
| Safety & misuseNO Need to Worry about Adversarial Examples in Object Detection in Autonomous Vehicles | 146 | 0.31% | 38 (26.0%) | 0.31% |
| Bias & fairnessPersonal data, exploitative contracts, and algorithmic fairness: autonomous vehicles meet the internet of things | 16 | 0.03% | 7 (43.8%) | 0.03% |
| Energy & datacenter footprintA Survey on Approximate Edge AI for Energy Efficient Autonomous Driving Services | 8 | 0.02% | 0 (0.0%) | 0.02% |
| Concentration of compute powerTransport Policy Optimization with Autonomous Vehicles | 5 | 0.01% | 3 (60.0%) | 0.01% |
| Water useEnhanced AEC Qualification of 5nm AI Processor with Liquid Cooling for Level 4 Autonomous Driving | 1 | 0.0% | 1 (100.0%) | 0.0% |
| Labour & data workO sofrimento feminino na pandemia de COVID-19: como vulnerabilidades das mulheres foram reforçadas na crise sanitária | 1 | 0.0% | 1 (100.0%) | 0.0% |
| Carbon & emissions of compute | 0 | 0.0% | 0 (%) | 0.0% |
| Hardware, e-waste & supply chain | 0 | 0.0% | 0 (%) | 0.0% |
Institution and researcher rankings use citations to their covered work. Research scope: worldwide. This may be broader than the company geography.
Company counts, hiring and disclosed funding across the recorded hubs.
46.9% across the displayed hubs
9 companies hiring · $425.1M disclosed funding
Explore companies in Sao Paulo ↗11.5% across the displayed hubs
2 companies hiring · $9.2M disclosed funding
Explore companies in Belo Horizonte ↗
10.0% across the displayed hubs
2 companies hiring · $0 disclosed funding
Explore companies in Curitiba ↗8.1% across the displayed hubs
1 companies hiring · $19.7M disclosed funding
Explore companies in Rio De Janeiro ↗7.2% across the displayed hubs
0 companies hiring · $0 disclosed funding
Explore companies in Porto Alegre ↗5.7% across the displayed hubs
0 companies hiring · $50.5M disclosed funding
Explore companies in Caxias Do Sul ↗5.3% across the displayed hubs
2 companies hiring · $0 disclosed funding
Explore companies in São Paulo ↗
5.3% across the displayed hubs
2 companies hiring · $189.3K disclosed funding
Explore companies in Campinas ↗Clear definitions for making better comparisons.
It measures the tracked company ecosystem, recorded funding, hiring and other available evidence. It is not a market-size estimate.
No. A company can belong to several segments, so segment counts and funding can overlap.
A dash or unavailable panel means the current reviewed source snapshot does not support that figure.
Company ecosystem snapshot: 1 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 ↗