Radar Landscapes Auto Tech Landscape of Canada
Auto Tech industry in Canada — illustrated cover for the Auto Tech Landscape of Canada
Radar · Industry landscape · Canada

Auto Tech Landscape of Canada

1,418 Auto Tech 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.

1,418companies tracked
$4.7Bdisclosed funding
103hiring right now
499events · 24 months
1,398,201news articles · 12 months

Who leads Auto Tech in Canada

Shows the top Auto Tech firms in Canada by size, funding, hiring activity and media coverage, noting 1,418 companies tracked, 103 currently hiring and 136 with recent funding rounds.

open roles
Hiring now
ranked by live open roles
  1. 01Geotab12last posted Aug 2026
  2. 02napa auto parts11last posted Jun 2026
  3. 03PBS Systems10last posted Jun 2026
  4. 04macpek10last posted May 2026
  5. 05RideCo10last posted Jun 2026
  6. 06Precise ParkLink9last posted Apr 2026
  7. 07Electromega9last posted Jun 2026
  8. 08FortNine8last posted Apr 2026
103 companies hiring · 3 posted in the last 30 days
disclosed funding
Most funded
disclosed totals, all rounds
  1. 01Waabi$1BSeries C · Jan 2026
  2. 02TransPod$570MSeries D · Mar 2022
  3. 03Clutch$357.1MSeries D · Jan 2025
  4. 04Miovision$325.5MSeries D · Apr 2023
  5. 05Novonix$250.4MGrant (prize money) · Nov 2023
  6. 06Canada Drives$194.7MSeries B · Oct 2022
  7. 07dcbel$152.5MSeries C · Sep 2025
  8. 08The Lion Electric$143.6MPost IPO · Jul 2023
136 companies with disclosed rounds · $4.7B total
revenue
Revenue leaders
official filings first, else latest snapshot
  1. 01The Lion Electric$253.5Msnapshot Dec 2023
  2. 02Vision Marine Technologies$1.7Msnapshot Feb 2024
  3. 03aot technologies$1.1MFY2021 filing
3 companies with a revenue figure
headcount
Largest teams
ranked by tracked headcount
  1. 01napa auto parts4,000tracked employees
  2. 02caa south central ontario1,500tracked employees
  3. 03Manitoba Insurance1,405tracked employees
  4. 04Concord Parking1,400tracked employees
  5. 05The Lion Electric1,350tracked employees
  6. 06GIRO759tracked employees
  7. 07Geotab385tracked employees
  8. 08Miovision384tracked employees
73 companies with headcount data
share of events
Share of voice
share of all tracked sector news events, 24 months
  1. 01GreenPower12.6%91 tracked events
  2. 02Geotab10.8%78 tracked events
  3. 03Vision Marine Technologies7.5%54 tracked events
  4. 04Waabi6.7%48 tracked events
  5. 05Exro6.2%45 tracked events
  6. 06NextStar Energy5.5%40 tracked events
  7. 07Vicinity5.5%40 tracked events
  8. 08Carbeeza5.1%37 tracked events
721 tracked events across 55 companies
articles
In the news
Prism news coverage, last 12 months
  1. 01Transit216articles in the window
  2. 02IMS112articles in the window
  3. 03Eva101articles in the window
  4. 04Geotab73articles in the window
  5. 05GreenPower71articles in the window
  6. 06Waabi67articles in the window
  7. 07Vision Marine Technologies39articles in the window
  8. 08Bixi28articles in the window
44 of these companies drew sector coverage in the window
Radar

See all 1,418 Auto Tech companies in Canada

Filter by funding, headcount, hiring and location, and export the list.

How the Auto Tech ecosystem in Canada grew, 2016–2025

Displays the annual count of new Auto Tech companies founded from 2016 to 2025, highlighting a peak of 123 firms in 2019 and only 3 in 2025.

Companies founded / year
new Auto Tech companies in Canada
2016: 932017: 852018: 642019: 1232020: 1232021: 872022: 522023: 492024: 182025: 3
20162025
peak 123 in 2019
Companies raising / year
with a disclosed round that year
20162025
peak 35 in 2021
Disclosed funding / year
sum of disclosed rounds (USD)
2016: 86,792,4522017: 87,528,7802018: 74,525,9832019: 295,007,3702020: 297,624,1072021: 712,281,0972022: 928,216,6192023: 611,694,8392024: 443,427,3832025: 213,759,603
20162025
peak $928.2M in 2022

Where Auto Tech companies in Canada are based

Lists the Canadian cities with the most Auto Tech companies, with Toronto leading at 256 firms followed by Vancouver, Montreal, Calgary and Ottawa.

Toronto skyline — Auto Tech hub in Canada
Hub 01
Toronto
256 Auto Tech companies
37% of the Auto Tech companies across these hubs
256companies
$2.2Bdisclosed funding
19hiring now
Photo Wikipedia · Toronto · CC BY-SA 4.0
Vancouver skyline — Auto Tech hub in Canada
Hub 02
Vancouver
115 Auto Tech companies
16% of the Auto Tech companies across these hubs
115companies
$535.1Mdisclosed funding
8hiring now
Photo Wikipedia · Vancouver · CC BY-SA 4.0
Montreal skyline — Auto Tech hub in Canada
Hub 03
Montreal
105 Auto Tech companies
15% of the Auto Tech companies across these hubs
105companies
$302.6Mdisclosed funding
18hiring now
Photo Wikipedia · Montreal · CC BY-SA 4.0
Calgary skyline — Auto Tech hub in Canada
Hub 04
Calgary
50 Auto Tech companies
7% of the Auto Tech companies across these hubs
50companies
$26.9Mdisclosed funding
2hiring now
Photo Wikipedia · Calgary · CC BY-SA 4.0
Ottawa skyline — Auto Tech hub in Canada
Hub 05
Ottawa
48 Auto Tech companies
7% of the Auto Tech companies across these hubs
48companies
$89.2Mdisclosed funding
2hiring now
Photo Wikipedia · Ottawa · CC BY-SA 4.0
Mississauga skyline — Auto Tech hub in Canada
Hub 06
Mississauga
46 Auto Tech companies
7% of the Auto Tech companies across these hubs
46companies
$106kdisclosed funding
1hiring now
Photo Wikipedia · Mississauga · CC BY-SA 4.0
Edmonton skyline — Auto Tech hub in Canada
Hub 07
Edmonton
41 Auto Tech companies
6% of the Auto Tech companies across these hubs
41companies
$6.3Mdisclosed funding
2hiring now
Photo Wikipedia · Edmonton · CC BY-SA 4.0
Waterloo, a Auto Tech hub in Canada
Hub 08
Waterloo
36 Auto Tech companies
5% of the Auto Tech companies across these hubs
36companies
$157.9Mdisclosed funding
4hiring now
generated artwork

The Auto Tech market map of Canada: what these companies actually do

Breaks down the product types Auto Tech firms develop and their revenue models, noting consumer digital (769) and enterprise tech (680) as the largest categories and subscription (734) as the most common model.

  • Consumer Digital769 companies · $1.4B raised · 45 hiring
  • Enterprise Tech680 companies · $3.6B raised · 60 hiring
  • Green Transport362 companies · $1.1B raised · 26 hiring
  • Energy Tech357 companies · $1B raised · 26 hiring
  • Enterprise Software318 companies · $1.5B raised · 27 hiring
  • B2C E-Commerce247 companies · $700.7M raised · 15 hiring
  • SaaS227 companies · $168.4M raised · 22 hiring
  • Marketplaces213 companies · $376.2M raised · 7 hiring
  • Shared Mobility174 companies · $159.4M raised · 11 hiring
  • Deep Tech154 companies · $1.8B raised · 15 hiring
  • Internet of Vehicles131 companies · $1.8B raised · 14 hiring
  • Gig Employers117 companies · $81.3M raised · 3 hiring

Monetization

How Auto Tech 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.

Subscription734
Commission on Transaction495
E-Commerce - Product341
E-Commerce - Service276
Physical Commerce267
Fee-For-Service179
Advertising172
Renting / Leasing36

Funding, M&A and the deals moving Auto Tech in Canada

Counts 499 corporate events over the past two years, including announcements, funding rounds, earnings releases, leadership changes and contracts.

Announcement 83Funding 78Earnings 77Leadership 58Contracts 45Product 34Regulatory 29M&A 29Capital 17Assets 16
  • M&AThe team regularly advises Volue on strategic corporate acquisitions, most recently on the acquisition of the British software and infrastructure company Quorum and the Austrian technology provider HAKOM.2026-04-21
  • M&AFullbay Acquires Pitstop Fullbay’s acquisition of Pitstop is aimed at expanding its capabilities in fleet maintenance and management through advanced telematics and predictive analytics.2026-03-30
  • FundingVirtual Marine Technology Inc., Solace Power Inc., CoLab AI Inc. and Rutter Inc. are also set to receive funding.2026-03-19
  • M&AAutologiQ Inc. has acquired FIX4 Capital Lending Inc.’s dealer network and repair financing originations.2026-03-12
  • FundingWaabi ($1 billion)2026-03-10
  • M&AIn a regulatory filing, the Korean battery maker said it will acquire Stellantis’ 49 percent stake in NextStar Energy for just $100, effectively gaining full ownership of the joint venture originally established in 2022 in Ontario, Canada.2026-02-06
  • FundingFirst Hydrogen Corp. ("FIRST HYDROGEN" or the "Company") (TSXV: FHYD) (OTC: FHYDF) (FSE: FIT) is pleased to announce that further to the news release dated December 31, 2025, it has closed the private placement (the "Offering") of 5,200,000 units for gross proceeds of $1,560,000.2026-02-03
  • M&AVolaris Automotive, an acquirer of specialized software companies serving the automotive industry, today announced the acquisition of TSI Auto Solutions2026-01-30
  • FundingGreenPower has successfully converted $3 million of loans into Series B Convertible Preferred Shares.2026-01-29
  • 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

Mergers and acquisitions

Deals from the last 24 months where a Auto Tech 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.

AcquirerTargetDeal valueStatusDate
volueQuorumundisclosedAnnounced2026-04-21
fullbayPitstopundisclosedAnnounced2026-03-30
Geotabverizon connectundisclosedAnnounced2026-03-25
autologiQfix4 capitalundisclosedCompleted2026-03-12
LG Energy SolutionNextStar Energy$100Announced2026-02-20
Volaris AutomotiveTSI Auto SolutionsundisclosedAnnounced2026-01-30

Who is listing, hiring leaders, launching and winning work

Provides details on specific corporate events such as leadership moves, product launches and customer contract wins.

Leadership moves
10 tracked people moves · last 12 months
  • intramotevRay Betler · Appointment → Independent DirectorMar 2026
  • GreenPowerDavidson · Appointment → AuditorMar 2026
  • HyperchargeChris Koch · Promotion → Chief Operating OfficerDec 2025
  • NovonixMike O’Kronley · Appointment → Managing DirectorDec 2025
  • Gatekeeper SystemsHamish Dobson · Appointment → Independent DirectorNov 2025
  • TransitBarbara Alvarez Solanilla · Appointment → Head of DataOct 2025
  • ExroSue Ozdemir · Resignation — was Chief Executive OfficerSep 2025
  • ExroChris Rankin · Appointment → Chief Restructuring OfficerSep 2025
Product launches
tracked launches · last 12 months
  • GeotabACE (Generative AI assistant)Feb 2026
  • GeotabGO Plus (Telematics device)Feb 2026
  • DamonSpeedX automated sorting system (Sorting system)Nov 2025
  • GreenPowerBattLit (Solar lamp and battery rental brand)Oct 2025
Contract wins
27 customer wins · last 24 months
Workforce actions
4 companies cutting roles · last 24 months
Regulatory & litigation
31 regulatory events · 6 tracked suits · 24 months
  • Novonixapproved for tax credits — U.S. governmentApr 2026
  • GreenPowerapproved for financing — CIBCJan 2026
  • NextStar Energyapproved for safe occupancy — City of WindsorDec 2025
  • Quorum Information Technologiesapproved for arrangement — Court of King\'s Bench of AlbertaNov 2025
  • Hayden Artificial AI Technologies Inc. v seon design, safe fleetcopyright infringement and product espionage · OngoingApr 2026
  • northern micro, idx systems v carbeezaunpaid professional services claim · SettledJun 2025
Earnings pulse
companies reporting results · last 24 months
11 companies reporting75 company-quarters trackedbeat 2miss 1in line 4

Half of these companies grew revenue faster than +35.0%, half slower.

Who is building Auto Tech in Canada

Profiles 493 founders and CEOs across 403 firms, showing common alma maters like Waterloo and Toronto and prior employers such as Uber and Salesforce.

Founders and chief executives12 of 493, from the best-funded companies on this page
Raquel Urtasun
Founder & CEO
Raquel Urtasun

Ex-Uber · EPFL PhD 2006

Ryan Janzen
Chief Technology Officer and Co-Founder
Ryan Janzen

Epionica, ex-Httpryanjanzen Ca New Research Inventions And International Talks, ex-Ieee International Symposium On Technology And Society

Dan Park
CEO
Dan Park

Azure Capital Partners, ex-Uber, Foros, Deutsche Bank, BMO Capital Markets. McGill University BCom 2003, The Wharton School MBA 2010

Tony B.
Co-Founder
Tony B.

Audesse, ex-Circuitiq, ex-Apex Systems Integrators, University of Waterloo, 2004

Chris Burns
CEO
Chris Burns

Tesla Motors. Dalhousie University PhD 2015

Cody Green
Founder & Co-CEO
Cody Green

Grant Macewan College.

Ronald Denom
Co-Founder & COO
Ronald Denom

Ex-Co-Founder Terragon Environmental Technologies, SNC-Lavalin International. McGill University MBA

Marc Bedard
Founder & CEO
Marc Bedard

Lion Bus, ex-Barrette Enterprises, PricewaterhouseCoopers. HEC Montreal

Bruce Anderson
CEO
Bruce Anderson

University of South Africa 1989

Louis Tremblay
Founder & Chief Executive Officer
Louis Tremblay

Laval University 2007 & 2009

Matt Rendall
Co-Founder & CEO
Matt Rendall

University of Waterloo BASc 2008, MBET 2009

Richard Woodruff
Co-Founder, VP Sales
Richard Woodruff

Mojio, ex-Rev Technologies, ex-Cisco Systems, Schulich School of Business - York University, 2002

Where the founders studied
alma mater on record for 60 of 493 founders
University of Waterloo12
University of Toronto12
McGill University8
McMaster University4
Queen's University3
University of Pennsylvania3
Cornell University3
York University2
Where they worked before
a previous employer on record for 9 of 493 founders
Uber2
Salesforce1
Morgan Stanley1
Intel1
McKinsey1
Bain1
Apple1
Google1
Women and men among the founders
first names matched for 446 of 493 founders
11%
of matched founders are women
  • women50
  • men396
Inferred from first names, using 119 million people who state their own gender: a first name counts only where at least 20 of them share it and at least 90% of those share the same gender. The other 47 founders go in neither column.
Radar

Look up the people behind Auto Tech companies in Canada

Search founders, executives and operators by company, role and location.

Who funds Auto Tech in Canada

Summarizes 348 funding rounds since 2016 from 345 investors, with an average round size of $2.2 million.

Investor · most active investors since 2016RoundsLedLatest
BDC185Jan 2026
Accelerator Centre1311Jun 2023
Techstars116Aug 2022
Invest Quebec115Jun 2024
Export Development Canada112Jan 2026
Real Ventures111Aug 2023
Sustainable Development Technology Canada91Feb 2022
Inovia Capital84Sep 2024
Kensington Capital Partners74Sep 2024
SVB51Nov 2022
Stage mix · rounds since 2016
Seed & Angel118
Series A–B79
Series C+ / PE23
Grants, debt & other128

The typical round is $2.2M — half were bigger, half smaller.

The biggest Auto Tech funding rounds in Canada

Highlights the largest disclosed funding round—Waabi’s $750 million Series C—and lists ten other major recent rounds.

CompanyRoundSizeWhenBackers
WaabiSeries Cmega-round$750MJan 2026Khosla Ventures, G2 Venture Partners, Uber +13 more
TransPodSeries Dmega-round$550MMar 2022Broughton Capital Group, CERIECO
WaabiSeries B$200MJun 2024Uber, Khosla Ventures, Nvidia +10 more
MiovisionSeries D$194.5MApr 2023Telus, Maverix Private Equity, Export Development Canada
FloSeries E$98.8MJun 2024Export Development Canada, BDC, Invest Quebec +3 more
WaabiSeries A$83.5MJun 2021Khosla Ventures, Uber, Radical Ventures +9 more
ClutchSeries B$80MNov 2021D1capitalpartners.com, Real Ventures, Upper90 +5 more
Canada DrivesSeries B$79.4MAug 2021KAR Global
Canada DrivesSeries A$77MJan 2019Anthos Capital
MiovisionSeries C$75.9MJan 2020TELUS Ventures, McRock Capital
Venture round sizes · 2023–2025
<$1M8
$1–10M19
$10–50M10
$50–250M5
>$250M0

42 venture rounds with a disclosed amount in the window.

Fresh cheques · last 6 months

What the news says about Auto Tech in Canada

Counts 1,398,201 news articles about Canadian Auto Tech in the last year, with coverage focusing on administrative regions, naming conventions, sports competitions and trade policies.

News volume
Auto Tech coverage across Canada · articles per quarter
2021Q2: 376,6852021Q3: 390,1732021Q4: 388,3002022Q1: 406,2352022Q2: 401,8892022Q3: 419,3222022Q4: 467,6132023Q1: 483,0032023Q2: 474,9712023Q3: 431,6002023Q4: 378,8172024Q1: 384,6832024Q2: 372,8852024Q3: 347,3252024Q4: 362,1312025Q1: 560,0282025Q2: 344,3272025Q3: 898,1442025Q4: 143,0972026Q1: 187,736
2021Q22026Q1
peak 898,144 in 2025Q3 · 1,398,201 articles in the last 12 tracked months
Tone of coverage
share of articles by dominant sentiment (positive / neutral / negative)
202120232025
Positive-tone share moved 18% → 19%, negative 9% → 12% across 2021–2025.

What the coverage is about

The subjects that dominate Auto Tech news in Canada. The arrow shows whether each one is being written about more or less than a year ago.

  • Administrative and political subdivisions4,178,340▲+17%
  • Geographic naming conventions and etymology81,147▲+421%
  • International sports competitions40,734→+2%
  • Trade policies and agreements34,602▼-48%
  • International political relations29,297▲+17%
  • Olympic games coverage23,708→-2%
  • Professional league updates23,321→-7%
  • Sports broadcast rights updates18,556▼-36%
  • Sports governance and policy changes17,454→+1%
  • Security and defense policies16,984▲+12%
Most-covered companies · last 12 months

44 Auto Tech companies here were named in the news over this period.

Prism

Watch Auto Tech 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.

startup news+252%multilateral diplomacy+47%angel investors+154%ice sports+283%international cups+43%market snapshot+273%wto rulings+92%investment deal+61%national security strategy+61%international cooperation+46%
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 Tech coverage, and whether each is getting more attention year on year (through 2025).

Regulatory Risk ▲ rising
622,993 articles touch this dimension · 35.3% critical tone
20212025
signals: tariff negotiations, free trade deals, trade dispute mechanisms
Funding Momentum ▲ rising
167,437 articles touch this dimension · 28.1% critical tone
20212025
signals: angel investors, investment deal, trade deficits fx
Growth ▲ rising
240,685 articles touch this dimension · 26.4% critical tone
20212025
signals: league expansion news, earnings report, nba expansion teams

Auto Tech jobs in Canada: who is hiring and what they ask for

Reports 1,222 job postings from 127 Auto Tech employers in the past year, listing top skills like React and Python and a median salary of $45 k per year.

1,222postings · last 12 months
2,191postings tracked overall
127employers advertising
$45kmedian advertised salary/yr (n=238)

Demand

The Skills Employers Ask For

What Auto Tech 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.

  • react7
  • javascript7
  • python7
  • graphql7
  • typescript5
  • coupa5
  • servicenow5
  • jira5
  • netsuite4
  • clm4
What level are these roles?
Entry44
Intern11
Senior145
Lead44
Manager362
What they pay, by level
  • Manager$77k/yr (n=36)
Most advertised titles
  • Driver74
  • Automotive Parts Specialist63
  • Outside Sales Representative29
  • Account Development Specialist27
  • Accounts Development Specialist24
  • Patrol Officer22

What Auto Tech research is working on

Catalogues 53,340 academic papers on Auto Tech, dividing them into identified problems (15,526), cautions (1,545) and opportunities (18,826).

How this field talks about itself
Auto Tech papers (gold) against all published research (grey)
Descriptive29.3% · 17.4%1.7×
Problem-identifying27.4% · 10.0%2.7×
Promising21.0% · 37.5%0.6×
Breakthrough14.3% · 25.9%0.6×
Comparative3.4% · 3.9%≈ par
Cautionary2.9% · 4.5%0.6×

Auto Tech literature runs 1.7× more “descriptive” than science at large (29.3% vs 17.4% 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
  • Karlsruhe Institute of Technology17k
  • Toyota Motor Corporation15k
  • University of Oxford15k
  • University of Bern14k
  • University of Birmingham14k
  • University of Amsterdam14k

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
Humanities / Identity — Common problems researchers identify
Problems · theme 01
Humanities / Identity
1,059 papers · 17.6% of this block
Humanities · Identity · Power · Latin Americans
“Nuevas miradas sobre género e igualdad. Enfoques interdisciplinares.”
1059 of these papers raise it as a problem
Nursing Care / Gynecology — Common problems researchers identify
Problems · theme 02
Nursing Care / Gynecology
975 papers · 16.2% of this block
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
Order / Cadastre — Common problems researchers identify
Problems · theme 03
Order / Cadastre
876 papers · 14.6% of this block
Order · Cadastre · Government · Public policy
“Auditoria a sistemas de informação e tecnologias aplicadas”
876 of these papers raise it as a problem
Philosophy / Humanities — Common problems researchers identify
Problems · theme 04
Philosophy / Humanities
862 papers · 14.4% of this block
Philosophy · Humanities · Persona · Derecho
“Educação para pessoas privadas de liberdade”
862 of these papers raise it as a problem
Humanities / Horticulture — Common problems researchers identify
Problems · theme 05
Humanities / Horticulture
825 papers · 13.8% of this block
Humanities · Horticulture · Statistical analysis · Amazon rainforest
“CONSIDERAÇÕES SOBRE O CADASTRO AMBIENTAL RURAL E SUA IMPLEMENTAÇÃO”
825 of these papers raise it as a problem
Humanities / Qualitative Research — Common problems researchers identify
Problems · theme 06
Humanities / Qualitative Research
749 papers · 12.5% of this block
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
Computer Security / Transport Engineering — Common problems researchers identify
Problems · theme 07
Computer Security / Transport Engineering
654 papers · 10.9% of this block
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
Gynecology / Cadasil — Cautions
Cautions · theme 01
Gynecology / Cadasil
274 papers · 19.8% of this block
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
Transport Engineering / Human–Computer Interaction — Cautions
Cautions · theme 02
Transport Engineering / Human–Computer Interaction
270 papers · 19.5% of this block
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
Humanities / Philosophy — Cautions
Cautions · theme 03
Humanities / Philosophy
187 papers · 13.5% of this block
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
Adversarial System / Lidar — Cautions
Cautions · theme 04
Adversarial System / Lidar
171 papers · 12.4% of this block
Adversarial system · Lidar · Object detection · Robustness
“On Adversarial Robustness of Trajectory Prediction for Autonomous Vehicles”
171 of these papers raise it as a problem
Cadastre / Materials Testing — Cautions
Cautions · theme 05
Cadastre / Materials Testing
171 papers · 12.4% of this block
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
Horticulture / Microbiology — Cautions
Cautions · theme 06
Horticulture / Microbiology
165 papers · 11.9% of this block
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
Order / Government — Cautions
Cautions · theme 07
Order / Government
146 papers · 10.5% of this block
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
Human–Computer Interaction / Transport Engineering — Opportunities
Opportunities · theme 01
Human–Computer Interaction / Transport Engineering
1,592 papers · 26.5% of this block
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”
Object Detection / Object — Opportunities
Opportunities · theme 02
Object Detection / Object
1,072 papers · 17.9% of this block
Object detection · Object · Lidar · Point cloud
“Road Scene Content Analysis for Driver Assistance and Autonomous Driving”
Trajectory / Control Theory — Opportunities
Opportunities · theme 03
Trajectory / Control Theory
807 papers · 13.4% of this block
Trajectory · Control theory · Motion planning · Model predictive control
“Dynamic Trajectory Planning and Tracking for Autonomous Vehicle With Obstacle Avoidance Based on Model Predictive Control”
Humanities / Philosophy — Opportunities
Opportunities · theme 04
Humanities / Philosophy
800 papers · 13.3% of this block
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”
Horticulture / Cadasil — Opportunities
Opportunities · theme 05
Horticulture / Cadasil
699 papers · 11.7% of this block
Horticulture · CADASIL · Traditional medicine · Leukoencephalopathy
“ANÁLISE MULTIMODAL E CARACTERIZAÇÃO MOLECULAR DE LESÕES PIGMENTADAS CUTÂNEAS BENIGNAS: AVANÇOS EM DIAGNÓSTICO DIFERENCIAL E IMPLICAÇÕES PARA”
Cadastre / Cartography — Opportunities
Opportunities · theme 06
Cadastre / Cartography
686 papers · 11.4% of this block
Cadastre · Cartography · Statistical analysis · Humanities
“BIM, 3D Cadastral Data and AI for Weather Conditions Simulation and Energy Consumption Monitoring”
Reinforcement Learning / Reinforcement — Opportunities
Opportunities · theme 07
Reinforcement Learning / Reinforcement
344 papers · 5.7% of this block
Reinforcement learning · Reinforcement · Action · Human–computer interaction
“Deep-Reinforcement-Learning-Based Collision Avoidance of Autonomous Driving System for Vulnerable Road User Safety”
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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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