Radar Companies Auto Tech · Ile de France
Radar · Auto Tech in Ile de France

Best Auto Tech Companies in Ile de France, France

The 322 best Auto Tech companies in Ile de France, France in 2026, ranked by funding and momentum. Funding, investors, founders, valuation, tech stack and live signals. Top: Electra.

322companies tracked
$4Bdisclosed funding
1unicorns
120have raised
FLIAR INTELLIGENCE · AUTO TECH × ILE DE FRANCE

Our analysis of 223 Auto Tech companies

$72.2b in tracked funding; 88% of the stack-profiled cohort runs cloud-native; funding activity peaked in 2025.

223companies analysed
88%cloud-native stacks
2025funding peak (by rounds)
36unicorns
2018median founding year
869kcombined LinkedIn audience
41%of audience held by top 3
5companies hiring publicly (12 mo)

Ranked: Best Auto Tech companies in Ile de France

#CompanyDisclosed fundingLast roundEmployeesFounderTech stackApp-install YoYPatents & IP focusRecent signals
1Electra
Provider of fast charging solutions for electric vehicles, removing barriers to the adoption of electric cars
$657M10 mo ago184Louis-Charles Mosseray
Founder Electra Netherlands & General Manager Electra BeNeLux
Apple iCloud MailGoogle WorkspaceHeadless UI+18+271%2 patents
Waterproof, dust‑proof, corrosion‑resistant lamp enclosures for harsh environments
1 award
2BlaBlaCar 🦄
Network connecting individuals seeking or offering transportation via bus or carpool
$565M26 mo ago930Nicolas Deroche
Co-Founder
WordPress Block EditorWordPressApple iCloud Mail+191 expansion
3Europcar Mobility Group
Provider of mobility solutions for car rental companies
$342M73 mo ago8,000Alain Favey
CEO
Animate.cssBootstrapYouTube+10
4DRIVECO
Operator of electric vehicle charging stations and related mobile applications
$274M37 mo ago27Ion Aluas
CEO
WordPressApple iCloud MailMicrosoft 365+433 patents
Electric vehicle charging hardware and multi‑phase power distribution systems
5Transdev
Operator of bus, railway, ferry, and cargo transportation services
$247M27 mo ago100,000Pierre Talgorn
Deputy Ceo France - In Charge Of Ile-De-France Region
WordPressAlgoliaMySQL+29139 patents
Thermal‑comfort transport shelters and intelligent vehicle monitoring/control systems for public transit.
1 partnership · 1 expansion · 1 award
6Zeplug
Provider of electric-vehicle charging solutions
$246M44 mo ago168Nicolas Banchet
CEO
SalesforceGoogle MapsAmazon Web Services+222 patents
Automated 3D design and evaluation of building EV charging electrical systems
7Forsee Power
Manufacturer of battery systems for electric vehicles and mobility applications
$143M36 mo ago284
284 → 404 (+42%)
Christophe Gurtner
Founder
WordPressPleskMySQL+257 patents
Patents concentrated in electrical & electronics
1 launch · 4 partnerships
8Prophesee
Platform for perception sensors and camera technologies
$127M44 mo ago110Christoph Posch
Co-founder and CTO
WordPressMySQLPHP+28208 patents
Neuromorphic event‑based vision sensors and ultra‑low‑latency image processing
2 launchs
9Hype
App-based ride-hailing services via hydrogen powered taxi fleet
$113M40 mo ago16Mathieu Gardies
Founder
WordPressMySQLPHP+32
10Symbio
Manufacturer of hydrogen fuel cell systems for mobility and industry
$102M29 mo ago750DrupalPHPApache HTTP Server+948 patents
Advanced PEM fuel cell sealing, humidification, and purge management technologies.
11Cityscoot
App-based rental platform for free-float electric scooters
$94M58 mo ago200WordPressProton MailMySQL+18
12Luko
App-based insurance platform for individuals
$85M66 mo ago185+17%
13Heetch
App-based ride-hailing platform
$74M79 mo ago455Aylic Petit
Co-Founder
WebflowGSAPStripe+28+22%
14Webraska
GPS navigation and tracking solutions for businesses
$63M277 mo ago179Jean-Michel Durocher
Founder & CEO
15Vulog
Provider of an AI-powered platform for shared mobility service operators
$62M64 mo ago120David Emsellem
Co-Founder & ex-CTO
WordPressApple iCloud MailGoogle Workspace+3079 patents
Power management and remote activation for shared vehicle fleet on-board computing systems
1 partnership · 1 expansion
16Drivy
Online P2P car rental marketplace
$55M121 mo ago13
17Qovoltis
Provider of charging solutions for electric vehicles for businesses
$49M20 mo ago39Frederic SALLE
Co-Founder & Associate Director
WebflowApple iCloud MailMicrosoft 365+244 patents
Vehicle energy management systems for electric powertrain control
18DiBcom
Manufacturer of mobile TV & radio signal reception modules
$43M249 mo agoHenri Seydoux
Founder & CEO
158 patents
Digital radio receiver front‑end and baseband processing, including tuner sync and DVB‑H decoding
19Karos
AI-enabled-platform offering car-pooling services
$41M30 mo ago70WebflowApple iCloud MailGoogle Workspace+24+14%
20Navya Technology
Developer of autonomous electric shuttle for mobility
$38M46 mo ago200WebflowGSAPSplide+2313 patents
Autonomous vehicle sensor placement and remote fleet supervision systems
21Zenpark
Online marketplace for parking spaces
$32M83 mo ago87Apple iCloud MailRubyGoogle Maps+28+18%3 patents
Parking space occupancy management and allocation systems
22OnePark
Online platform to book parking spaces
$31M89 mo ago43Cart FunctionalitySentryRuby+39+50%2 job openings
23WAAT
Operator of electric vehicle charging stations for various property types
$31M8 mo ago152WordPressApple iCloud MailMicrosoft 365+241 award
24Yespark
Marketplace for renting parking spaces
$30M49 mo ago91Apple iCloud MailRubyparticles.js+19+19%1 partnership · 1 expansion
25Carlili
Provider of car rental services for travelers
$28M50 mo ago29Vincent Moindrot
CEO
Node.jsGoogle MapsMUI+17
26Datafolio
Provider of usage-based auto insurance solutions
$24M65 mo ago23Arnaud Rofidal
Co-Founder (Non-Executive)
1 partnership
27Gireve
Provider of data and IT tools for electric mobility services
$22M24 mo ago43WordPressMySQLPHP+261 partnership
28Otoqi
Provider of vehicle relocation services and fleet management solutions
$19M19 mo ago60Sebastien Limon
Co-Founder & CEO
WebflowGoogle MapsMicrosoft Advertising+221 job opening
29Less
Short distance ride-sharing app
$19M103 mo agoFlorent Boutellier
Co-Founder
Apache HTTP Server
30ZEWAY
Online platform offering subscription-based electric-scooter rental services
$16M73 mo ago49Stephanie Gosset
Co-Founder
Cart FunctionalityShopifyRuby+28
31Greenerwave
EM wave-based technology for wireless transmission & network enhancement
$16M28 mo ago41Geoffroy Lerosey
Co-Founder & CEO
WordPress Block EditorWordPressApple iCloud Mail+1862 patents
Adaptive tunable antennas and electromagnetic wave‑shaping components for radar and RF systems
1 partnership · 1 award
32MILLA
Manufacturer of autonomous vehicles and integrator of autonomous mobility systems
$16M36 mo agoEric Gendarme
Co-founder and Executive Managing Director
WordPressMySQLPHP+18
33Ecov
Digital and physical carpooling solution
$13M37 mo ago90Thomas Matagne
Co-Founder & President
WordPressMySQLPHP+2310 patents
Software platform for shared-ride matching and coordination (carpooling services).
34Cosmo Connected
Helmet accessory for improving visibility with a fall detection feature
$12M41 mo ago45Cart FunctionalityShopifyEasyGift+4421 patents
Two-wheeled vehicle safety signaling and alert-integrated protective equipment
35Vianova
Provider mobility data management platform for city transportation
$12M31 mo ago33Thibaud Febvre
Co-Founder & COO
4 launchs · 1 partnership
36K-Ryole
Manufacturer of electric bicycle trailer
$12M51 mo ago45Nicolas Duvaut
Co-Founder & Co-CEO
WordPressMySQLPHP+2211 patents
Pallet handling devices and powered trailer systems for cable attachment and inclined loading.
37ProovStation
Provider of AI-powered vehicle inspection systems for automotive industry applications
$11M40 mo ago60Alexandre
Co-Founder & Board Member
WordPressApple iCloud MailMicrosoft 365+30
38VelyVelo
SaaS-driven fleet management solution for electrically assisted bicycles
$11M20 mo ago10Jamil Garti
Co-Founder
WordPressMySQLPHP+181 expansion
39Heex
Smart data management software for autonomous driving
$10M28 mo ago26Bruno Silva
Co-Founder & CEO
PrismicNode.jsHeadless UI+19
40Flitter
Online usage-based auto insurance platform for individuals
$7M31 mo ago14Arnaud Dumora
Co-founder & CTO
TurbopackFirebaseSentry+21
41Guided Energy
SaaS-based platform offering fleet charging solutions
$5M28 mo ago3Anant Kapoor
Co-Founder & CEO
42Pelikan Mobility
Provider of EV fleet management solution
$4M26 mo agoDavid Salfati
Co-Founder
StoryblokNode.jsReact+12
43Decade
Electrification solutions for fleet operators
$4M1 mo agoCarl Norden
Co-Founder
44Enakl
Provider of on-demand minibus transportation services for daily urban commutes
$4M4 mo agoCharles Pommarede
Co-Founder & Co-CEO
PHPBootstrapAmazon ALB+133 job openings
4512.5
Provider of underground parking service
$4M32 mo ago17Paul Martichoux
Founder
WordPressMySQLPHP+28
46Beev
Provider of EV charging solutions and content related to electric cars
$3M31 mo ago38Chanez Djoudi
Co-Founder
Cart FunctionalityWordPressMySQL+341 launch · 1 award
47Ekstere
Provider of refurbished electric bicycles with quality assurance
$3M15 mo agoMarine Sappey
Co-Founder
Cart FunctionalityMagentoMySQL+22
48UP&CHARGE
Wireless charging solutions for electric vehicles
$2M22 mo agoEmmanuel CHAMPENOIS
Co-Founder
Wix eCommerceWixSentry+141 job opening
49Linkbycar
Provider of fleet management solutions, including EV and insurance options
$2M19 mo ago9Saidou Soumare
Co-Founder & CTO at Linkbycar
50Mon Specialiste Auto
Pre-purchase inspection service for second-hand cars
$745K9 mo ago23Jean Michel Cochet
Co-Founder
WebflowHerokuMicrosoft Clarity+17

Top 12 Auto Tech companies in Ile de France

#1
Series B · Paris, Ile de France · founded 2020 · 184 employees
$657.1Mraised

Provider of fast charging solutions for electric vehicles, removing barriers to the adoption of electric cars. They provide easy-to-use and reliable Superchargers to remove barriers to the adoption of electric cars.

LinkedIn Pulse recent public activity · Jul 2026
Audience: 50k LinkedIn followers — 5.8% of this cohort's audience
Activity: 1 awards announced in 12 mo
Funding rounds
  • Jul 2025Conventional Debt$508.5M
  • Jan 2024Series B$332.9M
  • Jun 2022Series A$167.8M
  • Jun 2021Seed$17.9M
Founders & team
Louis-Charles MosserayFounder Electra Netherlands & General Manager Electra BeNeLuxAurelien MeauxCo-Founder & CEOJulien BelliatoCo-Founder
Investors
Serena, Frst Capital, Zinal Growth, Kima Ventures, Como Venture, 410 Ppm
Tech stack
Amazon CloudfrontAmazon S3Amazon Web ServicesAnimate.CssApolloApple Icloud Mail
#2
Series A · Paris, Ile de France · founded 2024
$3.9Mraised

Electrification solutions for fleet operators. The company offers electrification services for logistics operators and depot managers.

LinkedIn Pulse recent public activity · Jul 2026
Audience: 4k LinkedIn followers
Funding rounds
  • Apr 2026Series A$25.8M
  • Jun 2024Seed$3.9M
Founders & team
Carl NordenCo-FounderMariela AtanasovaCo-founder I Head of Energy ServicesCasper NordenCEO & Co-Founder
Investors
Ananda Impact Ventures, Contrarian Ventures, Eiffel Investment Group, SET Ventures
#3
Series C · Paris, Ile de France · founded 2018 · 152 employees
$31Mraised

Operator of electric vehicle charging stations for various property types. The company provides charging solutions for residential complexes, social housing, commercial real estate, and vehicle fleets. It offers services including technical consulting, installation, maintenance, and billing management. The company also provides a mobile application for locating charging stations.

LinkedIn Pulse recent public activity · Jul 2026
Audience: 29k LinkedIn followers — 3.3% of this cohort's audience
Activity: 1 awards announced in 12 mo
Funding rounds
  • Sep 2025PE$117.6M
  • Nov 2022Series C$31M
Investors
RAISE, DWS, Bpifrance
Tech stack
AosApple Icloud MailCivicthemeCloudflareCloudflare Bot ManagementContact Form 7
#4
Seed · Paris, Ile de France · founded 2022
$3.7Mraised

Provider of on-demand minibus transportation services for daily urban commutes. The service allows users to plan their trips by specifying departure location, work location, and desired arrival time. Users receive details about their assigned minibus, including pickup time and location. The service aims to provide comfortable, safe, and accessible transportation.

LinkedIn Pulse recent public activity · Jul 2026
Audience: 11k LinkedIn followers
Hiring: 3 hiring posts in 12 mo (public) · momentum +3 · hiring: Lead Generation Specialist, Head of Supply
Activity: 1 partnerships (incl. Région Casablanca - Settat, la Région Île-de-France et Projet ECONNECT - TNTS) announced in 12 mo
Funding rounds
  • Jan 2026Seed$2.3M
  • Dec 2024Seed$1.4M
Founders & team
Charles PommaredeCo-Founder & Co-CEOSamir BennaniCo-Founder & Co-CEO
Investors
Catalyst Fund, Renew Capital, STATION F, Digital Africa, Azur Innovation Management., Wita Ventures
Tech stack
AosBootstrapCore-JsFacebook PixelGoogle AnalyticsGoogle Tag Manager
#5
Series E · Paris, Ile de France · founded 2006 · 930 employees
$564.5Mraised

Network connecting individuals seeking or offering transportation via bus or carpool. It facilitates ride-sharing arrangements between passengers and drivers. The network provides a platform for finding suitable travel options. It offers a range of destinations and routes.

LinkedIn Pulse recent public activity · Jul 2026
Audience: 121k LinkedIn followers — 14.0% of this cohort's audience
Activity: 1 expansions announced in 12 mo
Funding rounds
  • Apr 2024Conventional Debt$108M
  • Jun 2022Conventional Debt$15M
  • Apr 2021Series E$115M
  • Nov 2018Series D$114M
Founders & team
Nicolas DerocheCo-FounderNicolas BrussonCo-Founder & CEO
Investors
ISAI, Insight Partners, VNV Global, Lead Edge Capital, Otiva, BNP Paribas
Tech stack
Apple Icloud MailAzureAzure Front DoorCdnjsCloudflareComplianz
#6
Series A · Montrouge, Ile de France · founded 2019 · 39 employees
$49.4Mraised

Provider of charging solutions for electric vehicles for businesses. The company delivers charging stations for hotels, businesses, and individuals. It offers various charging station models designed for different environments. The company's solutions include installation and support services.

LinkedIn Pulse recent public activity · Jul 2026
Audience: 8k LinkedIn followers
Funding rounds
  • Oct 2024Series A$49.4M
  • Oct 2022Seed
Founders & team
Frederic SALLECo-Founder & Associate DirectorEhsan EmamiCo-Founder
Investors
Andera Partners, Épopée Gestion
Tech stack
Adobe Audience ManagerApple Icloud MailCloudflareCloudflare Bot ManagementCloudflare Browser InsightsCore-Js
#7
Seed · Issy les Moulineaux, Ile de France · founded 2011 · 100000 employees
$247Mraised

Operator of bus, railway, ferry, and cargo transportation services. The company delivers mobility solutions through designing networks and optimizing customer experience. It offers various modes of transportation, including active mobility services. The company focuses on sustainable mobility, safety, and social and economic development.

LinkedIn Pulse recent public activity · Jul 2026
Audience: 153k LinkedIn followers — 17.6% of this cohort's audience · 89 engagements/post (2.3× cohort median)
Activity: 1 partnerships · 1 awards · 1 expansions (incl. Transdev Maroc) announced in 12 mo
Funding rounds
  • Feb 2024Seed
  • Oct 2023Grant (prize money)$253.5K
  • Oct 2021Grant (prize money)$234.3K
  • Jan 2020Grant (prize money)$2.2M
Founders & team
Pierre TalgornDeputy Ceo France - In Charge Of Ile-De-France RegionAntoine GrangeCEO EuropeGwendal GicquelCEO & Managing Director Transdev Rail Sud Inter-métropoles
Investors
Europa, Canada Infrastructure Bank, Economy And Finance
Tech stack
Amazon Web ServicesAngularAnime.JsCart FunctionalityCloudflareContact Form 7
#8
Series B · Paris, Ile de France · founded 2016 · 60 employees
$19.1Mraised

Provider of vehicle relocation services and fleet management solutions. It offers vehicle transfer and customized delivery services with real-time tracking. The company provides fleet management solutions for connected vehicles, including refueling, repositioning, maintenance, and real-time monitoring. Its platform facilitates reservations and workflow management through API integrations. A network of independent drivers and support staff are available. The company adjusts processes to align with operational requirements.

LinkedIn Pulse recent public activity · Jul 2026
Audience: 13k LinkedIn followers
Hiring: 2 hiring posts in 12 mo (public) · momentum +2 · hiring: LowCode ProductBuilder
Activity: 1 expansions announced in 12 mo
Funding rounds
  • Oct 2024Series B$10.8M
  • Mar 2021Series A$7M
  • Jun 2017Seed$1.2M
Founders & team
Sebastien LimonCo-Founder & CEO
Investors
Bpifrance, Aster, Seventure Partners, Verve Ventures, CDP Venture Capital, Post
Tech stack
Amazon CloudfrontAmazon S3Amazon Web ServicesAngularAnimate.CssCloudflare
#9
Series B · Paris, Ile de France · founded 2017 · 10 employees
$10.8Mraised

SaaS-driven fleet management solution for electrically assisted bicycles. Their services include long-term rental, theft insurance, maintenance fleet management, and more.

LinkedIn Pulse recent public activity · Jul 2026
Audience: 6k LinkedIn followers
Activity: 1 partnerships · 1 awards · 1 expansions (incl. ORA TECHNOLOGIES) announced in 12 mo
Funding rounds
  • Oct 2024Series B
  • Apr 2024Series B$6.3M
  • Nov 2021Series A$4.5M
Founders & team
Jamil GartiCo-Founder
Investors
Beltone, CDG, NCI, MouvemenT, Via ID, Mobility Solutions
Tech stack
AxeptioCore-JsDetectifyElementorFont AwesomeGoogle Font Api
#10
Series A · Paris, Ile de France · founded 2015 · 23 employees
$744.5Kraised

Mon Specialiste Auto offers pre-purchase inspection services for buying second-hand cars. Users can book & schedule an inspection service via the online platform following which it connects users with an auto specialist in their proximity who accompanies them during the appointment with the seller. The specialist checks the vehicle covering more than155 control points and presents inspection report to the user comprising of hidden defects, consistency of mileage, maintenance cost, valuation, and more. The company has partnered with ReezoCar, Kidioui, Mapfre Warranty, PayCar, and Youpi Car.

LinkedIn Pulse recent public activity · Jul 2026
Audience: 2k LinkedIn followers
Funding rounds
  • Sep 2025Series A
  • Feb 2018Seed$744.5K
Founders & team
Jean Michel CochetCo-FounderSacha SardoCo-Founder
Investors
SIDE Capital, UI Investissement, IRD Invest, Courtin Investment
Tech stack
AxeptioBootstrapCloudflareCloudflare Browser InsightsCloudflare TurnstileCore-Js
#11
Late Stage · Paris, Ile de France · founded 2010 · 27 employees
$274.3Mraised

Operator of electric vehicle charging stations and related mobile applications. The company designs, installs, funds, and operates charging stations. It provides infrastructure and digital technology for corporate clients and end-users. The company also develops mobile applications to locate charging stations and manage charging.

LinkedIn Pulse recent public activity · Jul 2026
Audience: 20k LinkedIn followers — 2.3% of this cohort's audience
Funding rounds
  • May 2023PE$274.3M
Founders & team
Ion AluasCEO
Investors
APG, LAC International
Tech stack
Animate.CssAnime.JsApple Icloud MailAxeptioCloudflareCloudflare Bot Management
#12
Public · Paris, Ile de France · founded 2011 · 284 employees
$143.4Mraised

Manufacturer of battery systems for electric vehicles and mobility applications. The company designs, manufactures, and integrates modular battery systems. These systems are for transit buses, off-highway vehicles, rolling stock, trucks, and light utility vehicles. The company offers a platform of modular, scalable battery systems. These systems provide multiple chemistries and a proprietary battery management system. The company’s products combined with systems engineering expertise, offers OEMs, fleet managers, and system integrators a route to electrification.

LinkedIn Pulse recent public activity · Jul 2026
Audience: 23k LinkedIn followers — 2.7% of this cohort's audience
Activity: 1 product launches · 5 partnerships (incl. DGUT-CNAM Institute) announced in 12 mo
Funding rounds
  • Jun 2023Grant (prize money)$289.9K
  • Feb 2021Series C$78.8M
  • Feb 2021Conventional Debt$60.6M
  • Dec 2017Series B$64.6M
Founders & team
Christophe GurtnerFounder
Investors
Europa, European Investment Bank, Idinvest Partners, Mitsui, Bpifrance
Tech stack
Apache Http ServerCloudflareCloudflare Bot ManagementCookieyesCore-JsElementor

Funding & investor landscape

$4Btotal disclosed funding
109companies funded
221disclosed rounds
1rounds last 90 days
Most active investors
Europa20 rounds
Bpifrance19 rounds
Via ID16 rounds
Kima Ventures13 rounds
Le Village by CA12 rounds
Demeter7 rounds
Idinvest Partners7 rounds
Techstars7 rounds
Banque des Territoires6 rounds
Karista6 rounds

Notable founders

Louis-Charles Mosseray
Founder Electra Netherlands & General Manager Electra BeNeLux · Electra
Aurelien Meaux
Co-Founder & CEO · Electra
Carl Norden
Co-Founder · Decade
Mariela Atanasova
Co-founder I Head of Energy Services · Decade
Charles Pommarede
Co-Founder & Co-CEO · Enakl
Samir Bennani
Co-Founder & Co-CEO · Enakl
Nicolas Deroche
Co-Founder · BlaBlaCar
Nicolas Brusson
Co-Founder & CEO · BlaBlaCar
Frederic SALLE
Co-Founder & Associate Director · Qovoltis
Ehsan Emami
Co-Founder · Qovoltis
Pierre Talgorn
Deputy Ceo France - In Charge Of Ile-De-France Region · Transdev
Antoine Grange
CEO Europe · Transdev
Prism market signals · France · country-scoped Prism corpus, 2,417,945 docs

Market landscape — 10 sub-themes by coverage

Share of Auto Tech coverage by sub-theme.

Regulatory-risk over time rising

Funding & growth over time

funding rising · growth rising

RESEARCH SIGNALS · France

How research on Autonomous Vehicles is moving in France

A read on the academic research around Autonomous Vehicles — which themes are gaining ground, the institutions and researchers driving them, and how the tone is shifting. Based on 599 France-affiliated papers.

research sentiment over time
201320202026
enthusiastic · positive · guarded tone
Tone is overwhelmingly optimistic and intensifying — the enthusiastic (strongly-positive) share moved 32% → 41% across 2013–2026.
top research entities
  • Centre National de la Recherche Scientifique103
  • Ministry of Culture58
  • Inserm38
  • Assistance Publique – Hôpitaux de Paris28
  • Délégation Paris 722
leading researchers
Carlos Camacho · Gerardo Rey · Poupin, Joseph · Hugues Chabriat · Benjamin Kiessling · Senthil Yogamani · Dominique Hervé · Arnaud de La Fortelle
Breakthroughs151 · 25%
▼ 41%→23% share
▼0.6× share momentum2 median citations72% since 2021mostly methods-led
Reinforcement learning papers surged 1→8, signaling rapidly intensifying autonomous decision-making research in French AV institutions.
rising sub-themes (early→recent)
  • Control theory (sociology)5→18
  • Reinforcement learning1→8
  • Trajectory4→11
  • Robustness (evolution)1→6
  • Human–computer interaction1→6
Newly emergingSegmentation 0→12 · Computer vision 0→11 · Computer security 0→8
Landmark Deep Reinforcement Learning framework for Autonomous Driving · 819 cites
Advancements154 · 26%
▼ 37%→24% share
▼0.6× share momentum1 median citations74% since 2021mostly methods-led
Control theory papers rose 4→13 in Advancements, reflecting sustained French focus on vehicle control system development.
rising sub-themes (early→recent)
  • Control theory (sociology)4→13
  • Humanities1→8
  • Controller (irrigation)2→8
  • CADASIL2→8
  • Transport engineering1→7
Newly emergingPerception 0→5 · Cadastre 0→5
Landmark The kinematic bicycle model: A consistent model for planning feasible trajectories for autonomous vehicles? · 383 cites
Concerns151 · 25%
▲ 6%→28% share
▲4.7× share momentum0 median citations90% since 2021mostly empirical
Context (archaeology) papers exploded 1→30, driving Concerns' field-share from 6%→28% — ethical/societal scrutiny intensifying sharply.
rising sub-themes (early→recent)
  • Context (archaeology)1→30
  • Aeronautics1→4
  • CADASIL3→5
  • Leukoencephalopathy3→4
Newly emergingHumanities 0→27 · Government (linguistics) 0→17 · Philosophy 0→13
Landmark Deep Learning Sensor Fusion for Autonomous Vehicle Perception and Localization: A Review · 458 cites
RESEARCH HOTSPOTS · France

Where autonomous vehicles is researched across France

Location clusters by institution affiliation — each city's volume, stance tone, and a quick read on its hot topic, what's advancing, the opening opportunity, and the main concern.

Paris147 · +0.40
Hot · CADASILAdvancing · Computer securityOpportunity · HumanitiesConcern · Disease
Grenoble18 · +0.70
Advancing · SegmentationOpportunity · Lidar
Lyon13 · +0.23
Opportunity · Humanities
Toulouse9 · +0.11
Opportunity · Humanities
Marseille6 · +0.27
PATENT SIGNAL · France

Who's filing autonomous vehicles patents in France

France autonomous vehicles patent filing is cooling — 1,420 filings from 854 assignees (2016–2025), led by Michelin & CIE, Renault SAS, Saint Gobain; annual filings 157→39.

1,420 filings854 assigneespeak 213/yr2016–2025
filing momentum (YoY 2016–2025)
top patent filers
  • Michelin & CIE121
  • Renault SAS101
  • Saint Gobain101
  • Centre NAT RECH Scient100
  • PSA Automobiles94
  • Michelin RECH TECH63
  • Nissan North America54
  • Arkema France53

Common questions

How many Auto Tech companies are there in Ile de France, France?
Radar tracks 322 indexable Auto Tech companies headquartered in Ile de France, France that meet our profile-completeness bar.
What is the total funding raised by Auto Tech companies in Ile de France, France?
The Auto Tech companies in Ile de France, France on this list have raised a combined $4B in disclosed equity funding across 109 funded companies.
Which is the highest-funded Auto Tech company in Ile de France, France?
Electra is the highest-funded Auto Tech company in Ile de France, France, with $657.1M in disclosed equity funding.
How many Auto Tech companies in Ile de France, France are funded?
109 of the 322 Auto Tech companies in Ile de France, France on this list have disclosed at least one equity funding round.
How many Auto Tech unicorns are there in Ile de France, France?
1 Auto Tech company in Ile de France, France on this list is valued at $1B or more.
Who are the top investors in Ile de France, France Auto Tech companies?
The most active investors in Ile de France, France Auto Tech companies on this list include Europa, Bpifrance, Via ID, Kima Ventures, Le Village by CA.
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