Radar · Industry landscape · Canada
Auto Landscape of Canada
4,089 Auto companies in Canada, in one picture: who is hiring, who is raising money, who founded them, where they are based, what the news is about, which skills employers want and where the research is going. Updated August 2026.
4,089companies tracked
$3Bdisclosed funding
412hiring right now
760events · 24 months
1,239,774news articles · 12 months
Who leads Auto in Canada
Shows the 4,089 tracked Auto companies in Canada, highlighting the top hiring firms, best-funded firms, and the 412 companies currently hiring, with 38 firms having disclosed recent funding rounds.
open roles
Hiring now
ranked by live open roles
- 01
Boyd Autobody & Glass11last posted Jun 2026
- 02
Tirecraft11last posted Jun 2026
- 03
CSN Collision11last posted Jun 2026
- 04
peterbilt pacific11last posted Jun 2026
- 05
Steele Auto Group11last posted Jun 2026
- 06
Linamar11last posted Jun 2026
- 07
Kal Tire11last posted Jun 2026
- 08
Openlane11last posted Jun 2026
412 companies hiring · 1 posted in the last 30 days
disclosed funding
Most funded
disclosed totals, all rounds
- 01
AutoCan$1.2BPost IPO · Dec 2023
- 02
Nissan Canada$500MConventional Debt · Oct 2017
- 03
Clutch$357.1MSeries D · Jan 2025
- 04
Canada Drives$194.7MSeries B · Oct 2022
- 05
Boyd Group$194.6MPost IPO · May 2020
- 06
A.P. Plasman$85M— · —
- 07
UGOWORK$77.3MConventional Debt · Jul 2024
- 08
Tenet Computer Group$53MSeries A · Nov 2023
38 companies with disclosed rounds · $3B total
revenue
Revenue leaders
official filings first, else latest snapshot
- 01
Magna$42.8BFY2022 filing
- 02
Advantage Parts Solutions$27.8MFY2023 filing
- 03
Worksport$3.3MFY2026 filing
- 04
Arta Auto Sales$74ksnapshot Dec 2024
- 05
ProColor Collision$8ksnapshot Dec 2016
5 companies with a revenue figure
headcount
Largest teams
ranked by tracked headcount
- 01
- 02
- 03
Exco Technologies6,733tracked employees
- 04
uni-select5,800tracked employees
- 05
matcor metal fabrication4,200tracked employees
- 06
napa auto parts4,000tracked employees
- 07
dilawri group of companies3,600tracked employees
- 08
134 companies with headcount data
share of events
Share of voice
share of all tracked sector news events, 24 months
- 01
- 02
- 03
- 04
Martinrea8.3%74 tracked events
- 05
westport fuel systems7.3%65 tracked events
- 06
dynaCERT5.5%49 tracked events
- 07
Carbeeza4.2%37 tracked events
- 08
887 tracked events across 55 companies
articles
In the news
Prism news coverage, last 12 months
- 01
CAA515articles in the window
- 02
BRP164articles in the window
- 03
- 04
IMS103articles in the window
- 05
- 06
Prevost88articles in the window
- 07
- 08
18 of these companies drew sector coverage in the window
Radar
See all 4,089 Auto companies in Canada
Filter by funding, headcount, hiring and location, and export the list.
How the Auto ecosystem in Canada grew, 2016–2025
Displays the number of Auto companies founded each year from 2016 to 2025, noting a peak of 149 new firms in 2019 and only 2 in 2025.
Companies founded / year
new Auto companies in Canada
20162025
peak 149 in 2019
Companies raising / year
with a disclosed round that year
20162025
peak 13 in 2021
Disclosed funding / year
sum of disclosed rounds (USD)
20162025
peak $1.1B in 2018
Where Auto companies in Canada are based
Lists the Canadian cities with the most Auto companies, led by Toronto with 230 firms, followed by Calgary, Edmonton, Mississauga, and Montreal.
Hub 01
Toronto
230 Auto companies
25% of the Auto companies across these hubs
230companies
$482.6Mdisclosed funding
27hiring now
Hub 02
Calgary
166 Auto companies
18% of the Auto companies across these hubs
166companies
$7.8Mdisclosed funding
16hiring now
Hub 03
Edmonton
131 Auto companies
14% of the Auto companies across these hubs
131companies
$1.2Bdisclosed funding
7hiring now
Hub 04
Mississauga
109 Auto companies
12% of the Auto companies across these hubs
109companies
$500Mdisclosed funding
13hiring now
Hub 05
Montreal
77 Auto companies
8% of the Auto companies across these hubs
77companies
$1.5Mdisclosed funding
10hiring now
Hub 06
Winnipeg
75 Auto companies
8% of the Auto companies across these hubs
75companies
$194.6Mdisclosed funding
13hiring now
Hub 07
Ottawa
67 Auto companies
7% of the Auto companies across these hubs
67companies
5hiring now
Hub 08
Vancouver
67 Auto companies
7% of the Auto companies across these hubs
67companies
$200.1Mdisclosed funding
6hiring now
The Auto market map of Canada: what these companies actually do
Breaks down the Auto sector’s product sub‑categories and revenue models, showing the largest groups such as consumer digital (147 firms) and the most common models like fee‑for‑service (1,535 firms).
- Consumer Digital147 companies · $647M raised · 10 hiring
- B2C E-Commerce98 companies · $577.3M raised · 10 hiring
- Marketplaces64 companies · $229.7M raised · 1 hiring
- Second Hand Goods50 companies · $569.3M raised · 3 hiring
- Fintech40 companies · $96.7M raised · 2 hiring
- Off Highway Vehicles40 companies · $44.6M raised · 7 hiring
- Online Auto Parts and Accessories38 companies · $1M raised · 3 hiring
- Automotive Fintech37 companies · $6.3M raised · 1 hiring
- Enterprise Tech37 companies · $251.2M raised · 4 hiring
- Second Hand Cars E-Commerce32 companies · $569.3M raised · 2 hiring
- Nbfc Lenders29 companies · $59.3M raised
- Internet First Lenders26 companies · $59.3M raised
Monetization
How Auto companies make money
How many companies earn revenue each way. Plenty use more than one model, so the counts add up to more than the sector.
Fee-For-Service1,535
E-Commerce - Product1,315
Commission on Transaction1,082
Physical Commerce1,051
E-Commerce - Service535
Advertising410
Subscription132
Renting / Leasing102
Business-model split
B2C 560B2B 66
Funding, M&A and the deals moving Auto in Canada
Counts 760 corporate events over the past two years, including earnings releases, key‑person announcements, company news, mergers and acquisitions, and lawsuits.
Earnings 180Leadership 131Announcement 118M&A 69Lawsuit 54Assets 48Board Updates 44Funding 38Contracts 21Product 15
- M&AA separate investment firm will acquire Magna’s European Lighting and Rooftop Systems operations.2026-04-15
- M&ALouisbourg Investments Inc. bought a new stake in shares of Boyd Group Services Inc. (NYSE:BGSI – Free Report) during the 4th quarter, Holdings Channel reports.2026-04-03
- M&ALinamar Corp. says it has signed a deal with Winning BLW to buy the company’s factories in Remscheid and Penzberg, Germany.2026-03-27
- IPOTrolley is offering 35% of its issued share capital, or 96.3 million shares, in a deal that was upsized from a 30% free float based on strong demand.2026-03-25
- M&ABlue Bird, a school bus manufacturer and leader in electric and low-emission student transportation, announced it has signed a definitive agreement to acquire Girardin Group’s stake in its 50/50 Micro Bird joint venture.2026-02-18
- FundingWestport Fuel Systems Inc. (“Westport") (TSX:WPRT / Nasdaq: WPRT), a supplier of alternative fuel systems and components for the global transportation industry, today announced that it has received $6.5 million (Euro 5.5 million) as part of its previously announced sale of the Light-Duty segment.2026-02-04
- M&AMartinrea initially invested $1.5 million to acquire a 10% equity interest in PolyML.2026-01-15
- M&ABoth market leaders in their respective spaces, IMS and Quintiles are merging in an all-stock deal that will create a combined company currently with $17.6 billion in equity value.2025-12-31
- M&AMidas International, LLC (“Midas”), one of the world’s largest providers of automotive services, announced today that it has acquired Max Auto Supply Company (“Max Auto” or the “Company”), a premier Midas dealer.2025-12-19
- M&AMoran Family of Brands recently acquired Mister Transmission2025-12-16
Mergers and acquisitions
Deals from the last 24 months where a Auto company in Canada was the buyer or the one bought, newest first. “Undisclosed” means the price was never published — not that the deal was worth nothing.
| Acquirer | Target | Deal value | Status | Date |
|---|---|---|---|---|
| GETRAG Group of companies | undisclosed | Announced | 2026-04-15 | |
| a global investment firm | undisclosed | Announced | 2026-04-15 | |
| Louisbourg Investments Inc. | $7.3M | Announced | 2026-04-03 | |
| $200M | Completed | 2026-04-02 | ||
| undisclosed | Announced | 2026-03-30 | ||
| $1.4B | Completed | 2026-03-23 |
Who is listing, hiring leaders, launching and winning work
Provides details on notable events such as IPO filings, leadership changes, product launches, and contract wins within the Auto sector.
IPO pipeline
3 companies listed or filing · last 24 months
TrolleyIPO · Boursa Kuwait’s Premier Market · 3 reportsMar 2026
EIPO · 1 reportSep 2024
Leadership moves
24 tracked people moves · last 12 months
Parts for TrucksMike Allen · Appointment → Chief Executive OfficerMar 2026
Contract wins
15 customer wins · last 24 months
Workforce actions
3 companies cutting roles · last 24 months
Manitoba Insurance~32 roles reported · audit recommendationJul 2025
Regulatory & litigation
10 regulatory events · 25 tracked suits · 24 months
- N, A v P, I, C, C, P, r, o, p, e, r, t, y, a, n, d, C, a, s, u, a, regulatory investigation of PICC\'s president · OngoingApr 2026
- caa v Jack Whigham, Dave Bugliari, Michael Cooper, Mick Sullivantrade secret theft · OngoingApr 2026
Earnings pulse
companies reporting results · last 24 months
14 companies reporting205 company-quarters trackedbeat 22miss 21in line 2
Half of these companies grew revenue faster than +2.0%, half slower.
Who is building Auto in Canada
Profiles 211 founders and CEOs across 227 Auto companies, noting their most frequent alma maters, including the University of Toronto and the University of Waterloo.
Founders and chief executives12 of 211, from the best-funded companies on this page
Ex-Founder Apex Labs, Bessel Capital Management, The Blyth Fund. Stanford University BAS 2016
Ex-Javelin Technologies, Royal Hamilton Yachting Club. McMaster University 2004
Ex-CCA International. Swinburne University of Technology
Mcmaster University, ex-Macauto, ex-2016 Ieee Transportation Electrification Conference And Expo, McMaster University, 2018
Ex- Founder Solution Auto Lease. Canadian Securities Institute 2019
Ex - Ecosphere+, Axine Water Technologies, Evok Innovations, BC Public Service. University of Victoria
Ex-Interdynamix, Founder iDeal, Founder Envious Technologies, Sun Microsystems. St. Francis Xavier University
Executive In Residence - Tiny
Rethink Milling, ex-Canada Mining Innovation Council, ex-Mag One Operations, McGill University, 1994
Where the founders studied
alma mater on record for 17 of 211 founders
University of Toronto6
University of Waterloo4
McMaster University2
McGill University2
University of Oxford1
Harvard Business School1
Stanford University1
University of Pennsylvania1
Radar
Look up the people behind Auto companies in Canada
Search founders, executives and operators by company, role and location.
Who funds Auto in Canada
Summarizes 108 funding rounds since 2016 from 98 investors, with the typical round size around $3.5 million.
| Investor · most active investors since 2016 | Rounds | Led | Latest |
|---|---|---|---|
| Global Founders Capital | 4 | — | Jul 2022 |
| Invest Quebec | 4 | — | Jul 2024 |
| Accelerator Centre | 3 | 3 | Sep 2022 |
| Fonds de solidarite FTQ | 3 | 2 | Jul 2024 |
| Real Ventures | 3 | 1 | Nov 2021 |
| Upper90 | 3 | — | Nov 2021 |
| BrandProject | 3 | — | Nov 2021 |
| FJ Labs | 3 | — | Nov 2021 |
| National Research Council Canada | 2 | 1 | Aug 2020 |
| Canadian Business Growth Fund | 2 | 1 | Jan 2021 |
Stage mix · rounds since 2016
Seed & Angel28
Series A–B26
Series C+ / PE7
Grants, debt & other47
The typical round is $3.5M — half were bigger, half smaller.
The biggest Auto funding rounds in Canada
Highlights the largest disclosed funding round—Clutch’s $80 million Series B—and lists ten other sizable recent rounds.
| Company | Round | Size | When | Backers |
|---|---|---|---|---|
| Series B | $80M | Nov 2021 | D1capitalpartners.com, Real Ventures, Upper90 +5 more | |
| Series B | $79.4M | Aug 2021 | KAR Global | |
| Series A | $77M | Jan 2019 | Anthos Capital | |
| Series C | $51M | Jul 2024 | Fonds de solidarite FTQ, Invest Quebec, Export Development Canada | |
| Series D | $40.4M | Jan 2025 | Altos Ventures Management, Industry Ventures | |
| Series B | $35M | Jul 2021 | Aimia | |
| Series B | $31M | Jun 2022 | goeasy | |
| Series B | $23M | Oct 2024 | Wavecrest Growth Partners, Pace Capital | |
| Series B | $22.8M | Nov 2022 | Fonds de solidarite FTQ, Export Development Canada, Desjardins +1 more | |
| Series A | $20M | Mar 2021 | Canaan, Upper90, Global Founders Capital +4 more |
Venture round sizes · 2023–2025
<$1M1
$1–10M5
$10–50M4
$50–250M1
>$250M0
11 venture rounds with a disclosed amount in the window.
What the news says about Auto in Canada
Records 1,239,774 news articles about the Auto sector in the last year, covering topics such as trade policies, international sports competitions, and administrative divisions.
News volume
Auto coverage across Canada · articles per quarter
2021Q22026Q1
peak 816,061 in 2025Q3 · 1,239,774 articles in the last 12 tracked months
Tone of coverage
share of articles by dominant sentiment (positive / neutral / negative)
202120232025
Positive-tone share moved 16% → 17%, negative 8% → 11% across 2021–2025.
What the coverage is about
The subjects that dominate Auto news in Canada. The arrow shows whether each one is being written about more or less than a year ago.
- Administrative and political subdivisions4,207,544▲+17%
- Geographic naming conventions and etymology81,979▲+420%
- International sports competitions39,503→+3%
- Trade policies and agreements34,412▼-48%
- International political relations29,084▲+17%
- Olympic games coverage23,024→-2%
- Sports broadcast rights updates17,248▼-35%
- Security and defense policies16,769▲+11%
- Hockey fan culture and traditions16,243▼-67%
- Sports governance and policy changes16,209→-4%
Most-covered companies · last 12 months
- 515
- 164
- 104
- 103
- 92
- 88
- 18
- 15
- 13
- 5
18 Auto companies here were named in the news over this period.
Prism
Watch Auto coverage in Canada as it happens
Prism follows these subjects story by story — which companies are named, what is said about them and how the tone moves.
Momentum
The words getting louder — and quieter
Which terms are showing up in more stories than a year ago, and which are fading. The percentage is the change in how many articles mention them.
multilateral diplomacy+46%angel investors+165%ice sports+286%wto rulings+94%investment deal+68%national security strategy+58%public offering+46%international cooperation+47%ski competitions+116%cross-country pipelines+57%
tariff negotiations-59%free trade deals-51%trade dispute mechanisms-37%bilateral trade-46%preferential tariff-62%
The pressures the press keeps returning to
Three recurring angles in Canada Auto coverage, and whether each is getting more attention year on year (through 2025).
Regulatory Risk ▲ rising
539,571 articles touch this dimension · 36.8% critical tone
20212025
signals: tariff negotiations, free trade deals, trade dispute mechanisms
Funding Momentum ▲ rising
145,853 articles touch this dimension · 28.5% critical tone
20212025
signals: angel investors, investment deal, trade deficits fx
Growth ▲ rising
217,521 articles touch this dimension · 26.9% critical tone
20212025
signals: league expansion news, earnings report, quarterly financials
Auto jobs in Canada: who is hiring and what they ask for
Shows 5,452 job postings from 424 Auto employers in the past year, with common skills like inventory management and Python, and a median advertised salary of $46 k per year.
5,452postings · last 12 months
10,532postings tracked overall
424employers advertising
$46kmedian advertised salary/yr (n=1050)
Demand
The Skills Employers Ask For
What Auto employers in Canada put in their job ads. The bar is how many postings ask for it; the arrow shows whether demand grew or shrank against the year before.
- inventory management59▼
- excel55▼
- diagnostics48▲
- tire repair46▼
- python40→
- tire mounting40▼
- budget management38▲
- calibrations34▼
- wheel alignments33▲
- sql33→
What level are these roles?
Entry62
Intern43
Senior235
Lead221
Manager1,195
What they pay, by level
- Manager$60k/yr (n=119)
Most advertised titles
- 231
- 193
- 177
- 140
- 133
- 124
15 Auto-relevant internships in India were advertised over the same 12 months.
What Auto research is working on
Counts 53,340 academic papers on the Auto sector, divided among identified problems, cautions, and opportunities, with opportunities appearing in 18,826 papers.
How this field talks about itself
Auto papers (gold) against all published research (grey)
Descriptive29.3% · 17.8%1.6×
Problem-identifying27.4% · 9.7%2.8×
Promising21.0% · 37.0%0.6×
Breakthrough14.3% · 26.1%0.5×
Comparative3.4% · 3.9%≈ par
Cautionary2.9% · 4.5%0.6×
Auto literature runs 1.6× more “descriptive” than science at large (29.3% vs 17.8% baseline).
How the work is done
Empirical59.5%
Methods-led25.7%
Theoretical6.4%
Reviews4.5%
Position pieces3.9%
How the research reads
86% positive · 6% neutral · 8% negative, across 53,340 papers.
The institutions behind the field
- 17k
- 15k
- 15k
- 14k
- 14k
- 14k
ranked by how often their work is cited
Researchers who shaped it
Andreas Geiger · P Lenz · R. Urtasun · Susan Mallett · Penny Whiting · Anne W.S. Rutjes · Marie E. Westwood · Jonathan J. Deeks
The most-cited breakthroughs
- Are we ready for autonomous driving? The KITTI vision benchmark suite · 14k cites
- ADASYN: Adaptive synthetic sampling approach for imbalanced learning · 4k cites
- Multi-view 3D Object Detection Network for Autonomous Driving · 3k cites
- End to End Learning for Self-Driving Cars · 3k cites
- Scalability in Perception for Autonomous Driving: Waymo Open Dataset · 3k cites
Common problems researchers identify13,905 papers · 7 recurring themes
Problems · theme 01
Social equity and representation
1,059 papers · 17.6% of this block
Researchers highlight gender, identity, and power issues in humanitarian and media portrayals.
Humanities · Identity · Power · Latin Americans
“Nuevas miradas sobre género e igualdad. Enfoques interdisciplinares.”
1059 of these papers raise it as a problem
Problems · theme 02
Clinical care challenges in pandemics
975 papers · 16.2% of this block
Studies flag infection control, medication safety, and elderly care concerns during health crises.
Nursing care · Gynecology · Coronavirus disease 2019 · MEDLINE
“AVALIAÇÃO DO PERFIL E DA ACEITABILIDADE DE INTERVENÇÕES FARMACÊUTICAS EM PESSOAS IDOSAS HOSPITALIZADAS”
975 of these papers raise it as a problem
Problems · theme 03
Data governance and policy gaps
876 papers · 14.6% of this block
Works examine legal, technical, and administrative weaknesses in personal data handling and public registries.
Order · Cadastre · Government · Public policy
“Auditoria a sistemas de informação e tecnologias aplicadas”
876 of these papers raise it as a problem
Problems · theme 04
Ethics and education in confinement
862 papers · 14.4% of this block
Papers discuss philosophical, legal, and pedagogical problems for incarcerated individuals and health professionals.
Philosophy · Humanities · Persona · Derecho
“Educação para pessoas privadas de liberdade”
862 of these papers raise it as a problem
Problems · theme 05
Environmental monitoring and land use
825 papers · 13.8% of this block
Research points to shortcomings in rural environmental registries and forest cover change analysis.
Humanities · Horticulture · Statistical analysis · Amazon rainforest
“CONSIDERAÇÕES SOBRE O CADASTRO AMBIENTAL RURAL E SUA IMPLEMENTAÇÃO”
825 of these papers raise it as a problem
Problems · theme 06
Inclusive curriculum and teaching methods
749 papers · 12.5% of this block
Authors raise issues with pedagogical innovation, accessibility, and language support in education.
Humanities · Qualitative research · Initial training · Curriculum
“INOVAÇÃO PEDAGÓGICA MEDIADAS POR TECNOLOGIAS: CAMINHOS PARA UMA EDUCAÇÃO ATIVA”
749 of these papers raise it as a problem
Problems · theme 07
Security and interaction in automotive systems
654 papers · 10.9% of this block
Studies identify safety, cybersecurity, and human‑computer interaction flaws in vehicle technologies.
Computer security · Transport engineering · Human–computer interaction · Automotive industry
“Planning and Decision-Making for Autonomous Vehicles”
654 of these papers raise it as a problem
Cautions1,384 papers · 7 recurring themes
Cautions · theme 01
Medication risks for older patients
274 papers · 19.8% of this block
Cautionary work warns of adverse drug effects and pressure injuries in hospitalized seniors.
Gynecology · CADASIL · Leukoencephalopathy · Internal medicine
“Análise da presença de lesão por pressão em pacientes hospitalizados e as principais comorbidades associadas”
274 of these papers raise it as a problem
Cautions · theme 02
Societal impacts of autonomous transport
270 papers · 19.5% of this block
Researchers urge careful assessment of risks, benefits, and public perception of driverless vehicles.
Transport engineering · Human–computer interaction · Automotive engineering · Aeronautics
“AUTONOMOUS VEHICLES - WHAT COULD THIS MEAN FOR THE FUTURE OF TRANSPORT?”
270 of these papers raise it as a problem
Cautions · theme 03
Student wellbeing and engagement
187 papers · 13.5% of this block
Papers caution about substance use, vulnerability, and inclusive strategies for diverse learners.
Humanities · Philosophy · Identity · Higher education
“Levantamento sobre uso de álcool e outras drogas e vulnerabilidades relacionadas de estudantes de escolas públicas participantes do programa”
187 of these papers raise it as a problem
Cautions · theme 04
Adversarial threats to perception systems
171 papers · 12.4% of this block
Works highlight robustness challenges in lidar and trajectory prediction for self‑driving cars.
Adversarial system · Lidar · Object detection · Robustness
“On Adversarial Robustness of Trajectory Prediction for Autonomous Vehicles”
171 of these papers raise it as a problem
Cautions · theme 05
Construction material testing uncertainties
171 papers · 12.4% of this block
Studies point to gaps in simulation, porosity analysis, and structural assessment methods.
Cadastre · Materials testing · Geology · Statistical analysis
“Método para simulação numérica de paredes divisórias em alvenaria afetadas pelas flechas de estruturas de betão armado”
171 of these papers raise it as a problem
Cautions · theme 06
Plant‑microbe interaction limits
165 papers · 11.9% of this block
Research flags variability in biomass accumulation and bacterial inoculation for saline irrigation.
Horticulture · Microbiology · Botany · Bacteria
“Acumulação de biomassa e extração de nutrientes por plantas de feijão-de-corda irrigadas com água salina em diferentes estádios de desenvolv”
165 of these papers raise it as a problem
Cautions · theme 07
Regulatory and financial disclosure issues
146 papers · 10.5% of this block
Authors caution about political uncertainty, tax aggressiveness, and inconsistent intangibles reporting.
Order · Government · Investment · Legislation
“INCERTEZA POLÍTICO-ECONÔMICA, AGRESSIVIDADE TRIBUTÁRIA E O EFEITO MODERADOR DO MERCADO DE CRÉDITO NAS EMPRESAS DE CAPITAL ABERTO LISTADAS NA”
146 of these papers raise it as a problem
Opportunities16,625 papers · 7 recurring themes
Opportunities · theme 01
Safety and security requirement engineering
1,592 papers · 26.5% of this block
Opportunities focus on systematic identification of safety and cybersecurity needs for autonomous driving.
Human–computer interaction · Transport engineering · Computer security · Automotive engineering
“Systematic Method for Identifying Safety and Security Requirements in Autonomous Driving: Case Study of Autonomous Intersection System”
Opportunities · theme 02
3D perception and object detection
1,072 papers · 17.9% of this block
Research advances lidar‑based scene analysis and neural networks for improved driver assistance.
Object detection · Object · Lidar · Point cloud
“Road Scene Content Analysis for Driver Assistance and Autonomous Driving”
Opportunities · theme 03
Predictive control for motion planning
807 papers · 13.4% of this block
Works explore model‑predictive and control‑theoretic methods for dynamic trajectory generation.
Trajectory · Control theory · Motion planning · Model predictive control
“Dynamic Trajectory Planning and Tracking for Autonomous Vehicle With Obstacle Avoidance Based on Model Predictive Control”
Opportunities · theme 04
Qualitative insights into learning tools
800 papers · 13.3% of this block
Studies assess effectiveness of virtual learning environments and equity‑focused educational experiences.
Humanities · Philosophy · Qualitative research · Order
“REFLEXÕES SOBRE A EFETIVIDADE DE FERRAMENTAS DE AVALIAÇÃO DA APRENDIZAGEM EMPREGADAS EM AMBIENTES VIRTUAIS DE APRENDIZAGEM: UM ESTUDO DE CAS”
Opportunities · theme 05
Multidisciplinary biomaterials and diagnostics
699 papers · 11.7% of this block
Research combines horticulture, medicine, and nanotechnology for novel therapeutic and catalytic applications.
Horticulture · CADASIL · Traditional medicine · Leukoencephalopathy
“ANÁLISE MULTIMODAL E CARACTERIZAÇÃO MOLECULAR DE LESÕES PIGMENTADAS CUTÂNEAS BENIGNAS: AVANÇOS EM DIAGNÓSTICO DIFERENCIAL E IMPLICAÇÕES PARA”
Opportunities · theme 06
Geospatial data integration for sustainability
686 papers · 11.4% of this block
Papers highlight BIM, cadastral data, and statistical methods for energy and construction optimization.
Cadastre · Cartography · Statistical analysis · Humanities
“BIM, 3D Cadastral Data and AI for Weather Conditions Simulation and Energy Consumption Monitoring”
Opportunities · theme 07
Reinforcement learning for driving behavior
344 papers · 5.7% of this block
Works develop RL‑based frameworks to improve collision avoidance and decision‑making in autonomous vehicles.
Reinforcement learning · Reinforcement · Action · Human–computer interaction
“Deep-Reinforcement-Learning-Based Collision Avoidance of Autonomous Driving System for Vulnerable Road User Safety”
Prism
Go deeper on Auto research and innovation
Research themes, patent activity and the companies commercialising them, in one place.
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About this data: built from Fliar's company, founder, funding, hiring, jobs, news and research trackers, covering Canada. Counts are of companies we track, not of every company that exists. Updated August 2026.
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