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 ISRAEL EDITION 2026

Israel’s
auto tech industry,
in focus.

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

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

An industry ecosystem,
measured in context.

Auto Tech illustration
MEET THE COMPANIES

Explore Israel’s auto tech leaders

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

Expand panel +
Auto Tech company highlights in Israel, snapshot 4 September 2026
Company
Mobileyemobileye.com$530M—3,500—
Innovizinnoviz.tech$252M—468—
StoreDotstore-dot.com$226M—130—
ZOOZ Powerzoozpower.com$180M———
Nexargetnexar.com$149.5M—141—
Upstream Securityupstream.auto$139M—120—
Foretellixforetellix.com$132.5M—150—
Moovitmoovit.com$131.5M———
BNC Systemsbnc-s.com—4 roles——
EVR Motorsevr-motors.com—2 roles28—
IRP Systemsirpsystems.com—2 roles77—
Arbearberobotics.com—1 roles156—
Argus Cyber Securityargus-sec.com—1 roles6Financial figure available in RadarView in Radar
Carrarcarrar.net—1 roles22—
Ottopiaottopia.tech—1 roles47—
Proficiencyproficiency.com—1 roles——
Autobrainsautobrains.ai——135—
Bookawaybookaway.com——89—
Bus Nearbybusnearby.co.il————
Carbuzzcarbuzz.com——33—
Foresight Automotiveforesightauto.com——64—
GoTogotoglobal.com——89—
NoTrafficnotraffic.tech——98—
Questar Auto Technologiesquestarauto.com——177—
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 Israel

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

4 September 2026
Hiring participation4.5%

13 of 291 tracked companies have open roles.

Funding participation30.9%

90 of 291 tracked companies have a recorded round.

Top 3 funding share26.7%

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

Median disclosed round$9M

Midpoint of 160 rounds with a disclosed amount.

Scale is concentrated. Opportunity is broader. The three largest funding recipients hold 26.7% of disclosed capital, while 69.1% of tracked companies have no recorded funding round.

Explore the segments →
CAPITAL & COMPANY FORMATION

How Israel 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

Israel auto tech
$0$193.13M$386.27M$579.4M$772.54M2016: $90.72M20162017: $227.41M20172018: $255.97M20182019: $387.47M20192020: $263.97M20202021: $677.67M20212022: $257.33M20222023: $198.41M20232024: $112.15M20242025: $267M2025
View the numbers
Annual auto tech funding and company formation in Israel
YearFunding (USD)FoundedRaising
2016$90.72M199
2017$227.41M2716
2018$255.97M1723
2019$387.47M2320
2020$263.97M1314
2021$677.67M1129
2022$257.33M614
2023$198.41M67
2024$112.15M35
2025$267M16
WHERE CAPITAL SITS

Funding concentration

Share of all disclosed company funding.

  • Mobileye14.1%
  • Innoviz6.7%
  • StoreDot6.0%
  • Other companies73.3%

Funding by stage

202 recorded rounds since 2016

NUMBER OF ROUNDS
Seed & Angel37 18.3%
Series A–B81 40.1%
Series C+ / PE39 19.3%
Grants, debt & other45 22.3%

Recent recorded rounds

Latest recorded rounds · USD
0 rounds

Swipe or scroll horizontally to browse.

Largest and notable recorded rounds

Each card is one recorded round
10 cards

Swipe or scroll horizontally to browse.

Series C03/2019
Innovizinnoviz.tech$132M

Backed by China Merchants Capital and Shenzhen Capital Group and others.

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

DIGITAL FOOTPRINT

Web traffic, app reach and release cadence

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

Busiest websites

9 of the 291 companies on this page carry a measured traffic record (3.1%); these are the largest of those, by monthly visits. The median among them is 225,827 visits.

CompanyMonthly visitsAuthorityMobile
Wazewaze.com15,908,6439962.3%
Carbuzzcarbuzz.com4,482,4096584%
Icaricar.co.il1,173,6254275.4%
GoodCargoodcar.com1,148,6544474.9%
Mobileyemobileye.com225,827438.6%
Bus Nearbybusnearby.co.il217,6163367.2%
Carzonecarzone.co.il214,8872978%
Multi-Line Onlineravkavonline.co.il188,9854161.8%
Xi Mobilityxi-mobility.co.il130,7672183.5%

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

Most-installed apps

52 of these companies (17.9%) publish at least one Android app — 115 apps in all, carrying 878M installs between them.

AppInstallsRatingStore category
Waze Navigation & Live TrafficWaze659.7M4.2Maps & Navigation
Moovit: Your Transit TrackerMoovit204M3.8Maps & Navigation
Rav-Kav Online Rav-Kav LoadingMulti-Line Online3.8M4.7Maps & Navigation
Bus Nearby - אוטובוס קרובBus Nearby1.7M4.2Maps & Navigation
ActiveGPS - GPS boosterAnagog1.7M3.9Tools
Rav-Pass by HopOn הופאון רב-פסRav Pass1.4M4.7Maps & Navigation
Miri: Voice Assistant AIBlueTo964.8K4.1Maps & Navigation
LETSTOPLETSTOP842.6K4.1Maps & Navigation
My Network AssistantAnagog780K3.9Tools
CarBuzz - Daily Car NewsCarbuzz607.3K2.8News & Magazines

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 (2023Q3–2026Q2).

SegmentAppsInstallsLeading appRelease trend
Road Transport Tech72876.4MWaze Navigation & Live Traffic 659.7M
Geographic Information Systems4659.7MStep-Hear (stephear) 6.2K
Smart Public Transport13209.2MMoovit: Your Transit Tracker 204M
Smart Cities3204MHopOn Driver 13.8K
Data As A Service32.5MActiveGPS - GPS booster 1.7M
Connected Vehicles251.6MMiri: Voice Assistant AI 964.8K
Electric Vehicles14762.8KGoTo Shared Mobility 379.7K
Auto E-Commerce & Content11625.9KCarBuzz - Daily Car News 607.3K

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.

2023Q1: 62023Q1: 02023Q12023Q2: 42023Q2: 32023Q22023Q3: 62023Q3: 52023Q32023Q4: 42023Q4: 32023Q42024Q1: 12024Q1: 32024Q12024Q2: 32024Q2: 32024Q22024Q3: 22024Q3: 22024Q32024Q4: 32024Q4: 72024Q42025Q1: 12025Q1: 22025Q12025Q2: 32025Q2: 42025Q22025Q3: 32025Q3: 112025Q32025Q4: 42025Q4: 92025Q4

Darker bars are new releases, lighter bars apps updated. 92 of 115 apps carry a release date. The series ends at 2025Q4, the last quarter that closed before the June 2026 reading.

INSIDE THE INDUSTRY

The Israel 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.

Enterprise tech186
Consumer digital110
Internet of vehicles108
Deep tech84
Enterprise software70
Green transport61
Energy tech58
Electric vehicles58
Intelligent vehicle cockpits44
Saas36
Iot in automotive32
Consumer internet of things26

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

SEGMENT TO EXPLORE

Enterprise tech

The largest measured segment in this report snapshot.

186companies
5.4%have hiring activity

10 companies hiring · $3.64B disclosed funding

Explore in Radar

How companies make money

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

Subscription184
Physical commerce59
Commission on transaction57
E-commerce - product46
E-commerce - service27
Fee-for-service26
Advertising17
Renting / leasing9
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 roundsforesightauto.com ↗

VisionWave will acquire up to 51% of Foresight’s outstanding shares in exchange for $17.5 million in VisionWave equity.

Mergers & acquisitionsree.auto ↗

Israel-headquartered REE Automotive has entered into merger agreement with 10X Capital Venture Acquisition Corp (10X SPAC), a special purpose acquisition company for a business combination that would result in REE becoming a publicly listed company on NASDAQ.

Mergers & acquisitionsinnoviz.tech ↗

Israel-based Innoviz Technologies, a leading player in high-performance, solid-state LiDAR sensors and perception software has entered into a definitive agreement to merge with Collective Growth Corporation in a transaction sponsored by Antara Capital and Perception Capital Partners.

Mergers & acquisitionselectreon.com ↗

Electric vehicle charging company Electreon, headquartered in Israel, finalized its acquisition of InductEV this week.

Mergers & acquisitionsmobileye.com ↗

The share issuance stems from Mobileye’s acquisition of Mentee Robotics Ltd.

Funding roundsarberobotics.com ↗

Arbe Robotics Ltd. announced the closing of its previously announced public offering of an aggregate of 13,225,000 ordinary shares, which includes 1,725,000 ordinary shares issued pursuant to the full exercise by the underwriters of their over-allotment option. The offering was priced at $1.40 per ordinary share, resulting in gross proceeds of approximately $18.5 million before deducting underwriting discounts and commissions and other offering expenses. The Company intends to use the net proceeds from this offering for working capital and general corporate purposes.

Mergers & acquisitionsstore-dot.com ↗

In early December, the Israeli battery company StoreDot ... announced its merger with a SPAC to be listed on the stock market.

Funding roundsvisic-tech.com ↗

VisIC Technologies, which is developing gallium nitride (GaN) power semiconductors for EVs, has announced the second closing of its Series B funding, securing $26 million.

Mergers & acquisitionsgotoglobal.com ↗

The government has confirmed ongoing merger talks between GoTo and Grab, with state asset fund Danantara taking part in the process amid mounting losses from the state-owned firm’s investments in GoTo.

Full recorded event mix

Top 10 categories among 293 recorded events in the 24-month window.

Earnings
79
Company announcements
45
Funding rounds
37
Leadership moves
34
Contracts
27
Mergers & acquisitions
23
New products
15
Capital infusions
9
Buyback
8
Regulatory
5
6 activity cards

Swipe or scroll horizontally to browse.

IPO pipeline

4 companies with recorded IPO activity

StoreDot ↗

SPAC1 reports

Mobileye ↗

IPO2 reports

GoTo ↗

IPO · Jakarta Stock Exchange5 reports

Arbe ↗

IPO1 reports

Leadership moves

16 tracked people moves

Arbe ↗
Kobi Marenko

Promotion President

Arbe ↗
Ram Machness

Appointment Chief Executive

GoTo ↗
Sivakumar Ekambaram

Appointment India Site Leader

Driivz ↗
Shiri Levi-Laor

Appointment Chief Executive Officer

REE ↗
Hicham Abdessamad

Appointment Chairman of its Board of Directors

GoTo ↗
Patrick Walujo

Resignation Previously Chief Executive Officer

GoTo ↗
Hans Patuwo

Appointment Chief Executive Officer

Arbe ↗
Chris Van Dan Elzen

Appointment Board Member

Product launches

Products, platforms and features in the recorded window

GoTo ↗
LogMeIn Partner Network

Partner Network

Total Fleet Health Management solution

Fleet Diagnostics & Software

GoTo ↗
Dynamic Group Policies

Feature

Contract wins

11 recorded customer wins

StoreDot ↗

Customer: Andretti Acquisition Corp. II

Wi-Charge ↗

Customer: marubun corporationIndustrial equipment, factory automation, logistics, retail, healthcare

Innoviz ↗

Customer: top 5 passenger automotive OEMAutomotive

Customer: KONEC Ltd. and GINT Ltd.Autonomous agriculture / tractor technology

Mobileye ↗

Customer: udelvAutonomous Vehicles

Revoltz ↗

Customer: Exclusive local distributorVehicle distribution

Workforce actions

2 companies with reported reductions

Mobileye ↗

5.0% rolesbusiness downturn

GoTo ↗

Scale not stated rolescost reduction

Regulatory events

3 recorded events

approved for development and commercializationIndia-Israel Industrial research & development (R&D) and Technological Innovation Fund (“I4F”)

Innoviz ↗

Regained compliance with Nasdaq\'s minimum bid price requirementThe Nasdaq Stock Market, LLC

Revoltz ↗

approved for saleIsraeli Standards Institute

Earnings pulse

Reported company results in the recorded window.

9companies
87period observations
4.0%median reported growth

Median across 52 reported growth observations; companies may contribute multiple periods.

Mergers and acquisitions

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

Acquirer → targetStatusDateValue / context
paramount communications→Valens ↗Announced2026-08-23Not stated in snapshot
google→Waze ↗Announced2026-05-02Not stated in snapshot
ElectReon→inductevCompleted2026-04-22Not stated in snapshot
Innoviz→collective growthAnnounced2026-04-15$200.0M
10X Capital Venture Acquisition Corp (10X SPAC)→REE ↗Announced2026-04-15$3.1B
Mobileye→mentee2026-02-06Not stated in snapshot

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

PEOPLE & OPPORTUNITY

The talent market

Recorded hiring and workforce signals from the available source snapshot.

Expand panel +

Most advertised job titles

No repeated job title is supported by this snapshot.

1 internship postings

0 tracked postings mention remote work.

THE PEOPLE BUILDING THE FIELD

Founders and leaders

234 founders and chief executives across 150 companies.

Expand panel +
12 profiles

Swipe or scroll horizontally to browse.

Education networks

62 profiles with education records.

Tel Aviv University
34
Technion Israel Institute Technology
15
Technion - Israel Institute of Technology
7
Ben-Gurion University of The Negev
5
Massachusetts Institute of Technology
4
The Hebrew University of Jerusalem
3
Bar-Ilan University
3
University of Haifa
2

Prior employers

10 profiles with prior-work records.

Intel
4
McKinsey
2
Apple
2
Cisco
1
Microsoft
1

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

NEWS INTELLIGENCE

How this industry appears in the news

340,799 articles in the measured 12-month window.

Expand panel +
340,799articles in the measured year
105,776articles in 2026Q1
22.4%positive tone in the latest complete year

News volume trends

Auto Tech coverage across Israel · articles per complete quarter

045,02690,051135,077180,1032021Q2: 37,4192021Q22021Q3: 27,0872021Q4: 23,8372022Q1: 24,9502022Q2: 23,1732022Q22022Q3: 22,8082022Q4: 24,9512023Q1: 28,2262023Q2: 27,2432023Q22023Q3: 26,6572023Q4: 156,6112024Q1: 90,7752024Q2: 95,5442024Q22024Q3: 76,2832024Q4: 88,3252025Q1: 76,0242025Q2: 83,8102025Q22025Q3: 77,3742025Q4: 46,5082026Q1: 105,7762026Q1
View quarterly article counts
QuarterArticles
2021Q237,419
2021Q327,087
2021Q423,837
2022Q124,950
2022Q223,173
2022Q322,808
2022Q424,951
2023Q128,226
2023Q227,243
2023Q326,657
2023Q4156,611
2024Q190,775
2024Q295,544
2024Q376,283
2024Q488,325
2025Q176,024
2025Q283,810
2025Q377,374
2025Q446,508
2026Q1105,776

Article volume measures coverage, not market sales.

Tone of coverage over time

2021
39,557 positive · 1,941 neutral · 51,294 negative
2022
46,735 positive · 2,192 neutral · 46,821 negative
2023
62,475 positive · 4,090 neutral · 171,728 negative
2024
70,977 positive · 5,565 neutral · 273,848 negative
2025
63,343 positive · 4,992 neutral · 214,938 negative

Leading coverage topics

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

International Political Relations111,203 articles in the full recorded period
49,558 recent · 27,389 prior
Security And Defense Policies65,925 articles in the full recorded period
35,197 recent · 14,101 prior
Human Rights Advocacy Reports42,987 articles in the full recorded period
12,760 recent · 13,543 prior
Naval And Aerial Combat Operations37,442 articles in the full recorded period
14,903 recent · 9,425 prior
International Relations And Diplomacy35,171 articles in the full recorded period
16,677 recent · 7,478 prior
Military Technology Advancements30,519 articles in the full recorded period
16,457 recent · 5,184 prior
Non Combatant Casualties And Collateral Damage26,666 articles in the full recorded period
7,452 recent · 7,822 prior
Genocide And Ethnic Cleansing26,494 articles in the full recorded period
7,705 recent · 6,611 prior
Political Asylum And Refugee Policies26,435 articles in the full recorded period
8,371 recent · 8,981 prior
Cybersecurity And Cyber Warfare26,075 articles in the full recorded period
14,767 recent · 4,232 prior

Recent and prior counts use the source comparison windows.

Topics gaining and losing attention

Auto Tech coverage across Israel

KeywordRecentPriorChange
diplomatic strategies5,8832,757113%
national security strategy5,7821,415309%
foreign policy analysis5,3332,315130%
multilateral diplomacy4,3571,702156%
geopolitical alliances4,3462,31188%
diplomatic engagements3,3191,224171%
nuclear proliferation3,275608439%
oil price volatility2,7981,341109%
humanitarian corridors1,9201,32645%
diplomatic protocol1,884783141%
ceasefire violations1,9043,733-49%
hostage negotiations1,0192,618-61%
school bombings1,1371,811-37%
campus police2841,392-80%
campus safety2981,363-78%

Event and signal lenses

Auto Tech coverage across Israel

All complete annual cohorts shown
Rising

Regulatory Risk

385,466 classified articles

aerial bombardments, accidental bombings, diplomatic strategies

80.3% critical · 9.8% positive
Rising

Funding Momentum

45,092 classified articles

higher education funding, school funding battles, currency intervention policies

65.8% critical · 28.2% positive
Rising

Growth

42,155 classified articles

earnings report, oil price volatility, quarterly financials

44.4% critical · 39.5% positive

Auto Tech coverage across Israel. 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 representation issuesCommon problems researchers identify · 01

Social equity and representation issues

1,059 papers

17.6% of this theme group

Researchers highlight gender, identity, and power dynamics in humanitarian and media portrayals.

Humanities (304) · Identity (55) · Power (59) · Latin Americans (42)

Nuevas miradas sobre género e igualdad. Enfoques interdisciplinares.

Imagens e discursos em campanhas humanitárias: Análise crítica das representações das populações afetadas

Healthcare delivery challenges in pandemicsCommon problems researchers identify · 02

Healthcare delivery challenges in pandemics

975 papers

16.2% of this theme group

Studies examine nursing care, infection prevention, and medication acceptance for vulnerable patients.

Nursing care (60) · Gynecology (47) · Coronavirus disease 2019 (66) · MEDLINE (45)

AVALIAÇÃO DO PERFIL E DA ACEITABILIDADE DE INTERVENÇÕES FARMACÊUTICAS EM PESSOAS IDOSAS HOSPITALIZADAS

Prevenção de infeções associadas aos cateteres venosos periféricos: um olhar sobre as intervenções de estudantes de Mestrado em enfermagem à

Data governance and policy complianceCommon problems researchers identify · 03

Data governance and policy compliance

876 papers

14.6% of this theme group

Works focus on legal bases, technical safeguards, and audits 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

Ethical and philosophical concerns in techCommon problems researchers identify · 04

Ethical and philosophical concerns in tech

862 papers

14.4% of this theme group

Papers discuss moral implications of technology use in education and healthcare settings.

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

Research addresses rural environmental registries and spatial analysis of forest cover changes.

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

Investigations explore technology‑mediated teaching methods and inclusive practices 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 interaction in automotive systemsCommon problems researchers identify · 07

Security and interaction in automotive systems

654 papers

10.9% of this theme group

Analyses cover human‑computer interaction, cybersecurity, and decision‑making for autonomous vehicles.

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 risk factors in elderly careCautions · 01

Medical risk factors in elderly care

274 papers

19.8% of this theme group

Works caution about pressure injuries and medication complications among older hospitalized patients.

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 transportCautions · 02

Societal impacts of autonomous transport

270 papers

19.5% of this theme group

Authors warn of perceived risks and broader effects of driverless vehicles on mobility and environment.

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 wellbeing and engagement challengesCautions · 03

Student wellbeing and engagement challenges

187 papers

13.5% of this theme group

Studies highlight substance use, vulnerability, and strategies to improve participation of special‑needs learners.

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

Research investigates robustness of trajectory prediction and defenses against attacks on autonomous driving perception.

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 uncertaintiesCautions · 05

Material and geological testing uncertainties

171 papers

12.4% of this theme group

Papers discuss numerical simulations, porosity assessments, and testing methods for construction and earth 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

Plant‑microbe interactions under stressCautions · 06

Plant‑microbe interactions under stress

165 papers

11.9% of this theme group

Investigations examine biomass accumulation and bacterial inoculation effects on crops grown in saline conditions.

Horticulture (23) · Microbiology (6) · Botany (5) · Bacteria (5)

Acumulação de biomassa e extração de nutrientes por plantas de feijão-de-corda irrigadas com água salina em diferentes estádios de desenvolv

Feijão caupi inoculado com bactérias associadas à adubação nitrogenada no metabolismo e crescimento da planta.

Regulatory and economic policy risksCautions · 07

Regulatory and economic policy risks

146 papers

10.5% of this theme group

Analyses address political uncertainty, tax aggressiveness, and disclosure practices affecting listed companies.

Order (15) · Government (10) · Investment (6) · Legislation (6)

INCERTEZA POLÍTICO-ECONÔMICA, AGRESSIVIDADE TRIBUTÁRIA E O EFEITO MODERADOR DO MERCADO DE CRÉDITO NAS EMPRESAS DE CAPITAL ABERTO LISTADAS NA

Informação obrigatória e voluntaria dos intangíveis: nível de divulgação e seus determinantes para as empresas cotadas portuguesas

Opportunities

16,625 papers · 7 recurring themes
7 cards

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Safety and security requirement frameworksOpportunities · 01

Safety and security requirement frameworks

1,592 papers

26.5% of this theme group

Works propose systematic methods to identify and integrate safety and security needs in autonomous driving.

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

Research advances lidar‑based object detection and neural networks to improve autonomous vehicle situational awareness.

Object detection (228) · Object (139) · Lidar (149) · Point cloud (88)

Road Scene Content Analysis for Driver Assistance and Autonomous Driving

Enhancing Safety Perception in Autonomous Driving Systems Through 3D Object Detection and Neural Network Regression

Predictive control for dynamic navigationOpportunities · 03

Predictive control for dynamic navigation

807 papers

13.4% of this theme group

Studies develop model‑predictive and motion‑planning techniques for real‑time trajectory generation.

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

Papers assess effectiveness of 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

Cross‑disciplinary biomedical material researchOpportunities · 05

Cross‑disciplinary biomedical material research

699 papers

11.7% of this theme group

Investigations explore multimodal analyses and novel compounds for diagnostic 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

Geospatial data integration for sustainabilityOpportunities · 06

Geospatial data integration for sustainability

686 papers

11.4% of this theme group

Works combine cadastral, BIM, and statistical methods to model environmental and energy outcomes.

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 driver behaviorOpportunities · 07

Reinforcement learning for driver behavior

344 papers

5.7% of this theme group

Research applies deep reinforcement techniques to improve collision avoidance and decision‑making in autonomous systems.

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%17.8%
Problem-identifying27.4%10.1%
Promising21.0%36.9%
Breakthrough14.3%26.2%
Comparative3.4%3.7%
Cautionary2.9%4.3%
Critical1.7%0.9%

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 Israel: 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: 4 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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