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Radar · Road Transport Tech in France

Best Road Transport Tech Companies in France

The 313 best Road Transport Tech companies in France in 2026, ranked by funding and momentum. Funding, investors, founders, valuation, tech stack and live signals. Top: BlaBlaCar.

313companies tracked
$2.2Bdisclosed funding
1unicorns
95have raised

France's Road Transport Tech sector runs deeper than most people realize. Our directory tracks 313 companies with $2.2B in total disclosed funding, one unicorn, and a spread of earners that tells you exactly where the weight sits. BlaBlaCar alone has pulled in $565M. Transdev follows at $247M. Then the gap drops hard, with Karos at $41M and Hype at $113M rounding out the tier below. That's the shape of this market: a dominant leader, a strong second, and a long tail of challengers still building their case for capital.

So what's actually moving? Across road, transportation, and related app categories, median install growth is running at roughly +15% YoY across 1,005 tracked apps, which isn't a trivial number for a sector this fragmented. I'd flag that the hottest coverage themes right now cluster around safety and incident response, truck accidents, bus crashes, traffic disruption, which signals where regulatory pressure and public attention are converging. If you're scanning this list for where France's road transport investment is concentrating, the funding gap between BlaBlaCar and the rest tells you the consolidation story isn't finished yet.

FLIAR INTELLIGENCE · ROAD TRANSPORT TECH × FRANCE

Our analysis of 99 Road Transport Tech companies

$54.1b in tracked funding; 86% of the stack-profiled cohort runs cloud-native; funding activity peaked in 2024.

99companies analysed
86%cloud-native stacks
2024funding peak (by rounds)
15unicorns
2017median founding year
799kcombined LinkedIn audience
54%of audience held by top 3
6companies hiring publicly (12 mo)

Ranked: Best Road Transport Tech companies in France

#CompanyDisclosed fundingLast roundEmployeesFounderTech stackApp-install YoYPatents & IP focusRecent signals
1BlaBlaCar 🦄
Network connecting individuals seeking or offering transportation via bus or carpool
$565M26 mo ago930Nicolas Deroche
Co-Founder
WordPress Block EditorWordPressApple iCloud Mail+19——1 expansion
2Europcar Mobility Group
Provider of mobility solutions for car rental companies
$342M73 mo ago8,000Alain Favey
CEO
Animate.cssBootstrapYouTube+10———
3Transdev
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+29—139 patents
Thermal‑comfort transport shelters and intelligent vehicle monitoring/control systems for public transit.
1 partnership · 1 expansion · 1 award
4Hype
App-based ride-hailing services via hydrogen powered taxi fleet
$113M40 mo ago16Mathieu Gardies
Founder
WordPressMySQLPHP+32———
5Cityscoot
App-based rental platform for free-float electric scooters
$94M58 mo ago200—WordPressProton MailMySQL+18———
6Heetch
App-based ride-hailing platform
$74M79 mo ago455Aylic Petit
Co-Founder
WebflowGSAPStripe+28+22%——
7Webraska
GPS navigation and tracking solutions for businesses
$63M277 mo ago179Jean-Michel Durocher
Founder & CEO
————
8Vulog
Provider of an AI-powered platform for shared mobility service operators
$62M64 mo ago120David Emsellem
Co-Founder & ex-CTO
WordPressApple iCloud MailGoogle Workspace+30—79 patents
Power management and remote activation for shared vehicle fleet on-board computing systems
1 partnership · 1 expansion
9Drivy
Online P2P car rental marketplace
$55M121 mo ago13—————
10Matawan
Provider of intelligent transportation systems solutions for the public passenger transport sector
$49M81 mo ago250Jean Medioni
CEO
WordPressMySQLPHP+29———
11Fifteen
AR-enabled platform bicycle-sharing networking solutions
$44M51 mo ago160Benoit Yameundjeu
CEO
SentryZendeskApple iCloud Mail+11—4 patents
Vehicle and bicycle locking systems for secure storage stations
1 expansion
12Karos
AI-enabled-platform offering car-pooling services
$41M30 mo ago70—WebflowApple iCloud MailGoogle Workspace+24+14%——
13Navya Technology
Developer of autonomous electric shuttle for mobility
$38M46 mo ago200—WebflowGSAPSplide+23—13 patents
Autonomous vehicle sensor placement and remote fleet supervision systems
—
14Zenpark
Online marketplace for parking spaces
$32M83 mo ago87—Apple iCloud MailRubyGoogle Maps+28+18%3 patents
Parking space occupancy management and allocation systems
—
15OnePark
Online platform to book parking spaces
$31M89 mo ago43—Cart FunctionalitySentryRuby+39+50%—2 job openings
16Yespark
Marketplace for renting parking spaces
$30M49 mo ago91—Apple iCloud MailRubyparticles.js+19+19%—1 partnership · 1 expansion
17Carlili
Provider of car rental services for travelers
$28M50 mo ago29Vincent Moindrot
CEO
Node.jsGoogle MapsMUI+17———
18Less
Short distance ride-sharing app
$19M103 mo ago—Florent Boutellier
Co-Founder
Apache HTTP Server———
19ZEWAY
Online platform offering subscription-based electric-scooter rental services
$16M73 mo ago49Stephanie Gosset
Co-Founder
Cart FunctionalityShopifyRuby+28———
20Optimum Automotive
Provider of fleet management software for cost and carbon footprint reduction
$15M79 mo ago89—WebflowGSAPPlausible+18———
21Xee
OBD device for vehicle tracking
$15M109 mo ago32—————
22Ecov
Digital and physical carpooling solution
$13M37 mo ago90Thomas Matagne
Co-Founder & President
WordPressMySQLPHP+23—10 patents
Software platform for shared-ride matching and coordination (carpooling services).
—
23Vianova
Provider mobility data management platform for city transportation
$12M31 mo ago33Thibaud Febvre
Co-Founder & COO
———4 launchs · 1 partnership
24LeCab
Online ride-hailing platform for intracity commutes
$11M151 mo ago64Marc- de LongevialleWordPress Block EditorElementorWordPress+37———
25VelyVelo
SaaS-driven fleet management solution for electrically assisted bicycles
$11M20 mo ago10Jamil Garti
Co-Founder
WordPressMySQLPHP+18——1 expansion
26Instant System
Provider of MaaS solutions for transport operators
$10M62 mo ago94Yann Hervouet
Co-Founder & CEO
Apple iCloud MailGoogle WorkspacePHP+15+27%—1 launch · 1 partnership
27Velco
Suite of tech-enabled solutions for micromobility
$9M62 mo ago50Johnny Smith
CSO/CMO & Co-founder
WordPress Block EditorWordPressMySQL+23—30 patents
Electric assist control systems and sealed, connected handlebar technologies for e‑bikes
—
28Toosla
App-based car rental platform
$9M39 mo ago27Bertrand Gruyelle
Co-founder - Head of digital
Apple iCloud MailGoogle WorkspaceDart+16+25%——
29Blue Valet
On-demand valet parking services
$7M90 mo ago160Benoit Ricard
Co-Founder
Cart FunctionalitySentryZendesk+30——1 job opening
30Zoov
App-based platform for on-demand e-bike sharing services
$7M88 mo ago48—————
31Mobility Tech Green
Provider of SaaS-driven mobility solutions for corporate car-sharing
$6M111 mo ago43Pascal Roux
Co-Founder & President
WordPressMySQLPHP+24———
32Kapten
App-based platform offering ride-hailing services
$6M138 mo ago250—————
33OuiCar
Online P2P car rental service providers
$6M148 mo ago52—————
34CORE For Tech
Provider of software solutions to manage drowsy driving
$6M56 mo ago9—————
35Ridemotto
Provider of electric bicycle subscriptions with theft insurance and maintenance
$4M51 mo ago31Antoine Bouttier
Co-Founder
WordPress Block EditorWordPressMySQL+19———
36Clem
Tech-enabled solutions for shared mobility
$4M62 mo ago35Bruno Flinois
Founder & CEO
Cart FunctionalityWix eCommerceWix+15———
37Geovelo
App-based navigation platform for cyclists
$4M50 mo ago38Ronan Bouquet
CEO & MD
PrismicSentryChart.js+12+25%——
38Stanley Robotics
The valet parking robot
$4M108 mo ago45Stéphane Evanno
Co-Founder
WordPress Block EditorElementorWordPress+29—85 patents
Automated vehicle parking and identification systems for logistics centers
—
39Enakl
Provider of on-demand minibus transportation services for daily urban commutes
$4M4 mo ago—Charles Pommarede
Co-Founder & Co-CEO
PHPBootstrapAmazon ALB+13——3 job openings
40Klaxit
App-based P2P carpooling platform
$4M100 mo ago70Julien Honnart
Co-Founder & CEO
———1 partnership
4112.5
Provider of underground parking service
$4M32 mo ago17Paul Martichoux
Founder
WordPressMySQLPHP+28———
42Pop Valet
App-based platform for booking valet parking services
$3M83 mo ago32Alexandre Poisson
Co-Founder & CEO
TypeScriptSalesforceGoogle Maps+18———
43ParkingMap
Saas-enabled platform offering parking analytics and management solutions
$3M83 mo ago6Clement Rossigneux
Founder
————
44MyBus
Online platform for transit information
$3M83 mo ago35Frederic Pacotte
Co-Founder & CEO
WordPress Block EditorWordPressMySQL+19+19%——
45Qommute
Saas-enabled platform offering passenger information system
$3M24 mo ago11Nicolas Deshoulliers
Co-Founder
————
46Keolis
Operator of passenger transportation services
$3M66 mo ago68,000Jean-Pierre Farandou
CEO & President
TypeScriptAnimate.cssBootstrap+14—10 patents
Electric rail inspection vehicles and brake disc wear measurement tools for rail/industrial vehicles
1 job opening · 1 partnership
47Ecovelo
Tech-enabled platform for electric bike-sharing
$2M73 mo ago21Sebastien Bourbousson
CEO & President
WordPressMySQLPHP+30——1 launch
48TicTacTrip
Online trip planning platform for public transport passengers
$2M40 mo ago23—Cart FunctionalitySentryHandlebars+17———
49Fluctuo
Third-party data aggregator for shared-mobility services
$2M52 mo ago19Julien Chamussy
CEO
———1 launch
50Lyko
Provider of a cloud-driven multimodal mobility solution
$2M30 mo ago17Laurent Bouzon
Co-Founder & CEO
WordPressMySQLPHP+37———

Top 12 Road Transport Tech companies in France

#1
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
#2
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 — 15.2% 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
#3
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 — 19.1% of this cohort's audience · 89 engagements/post (3.2× 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
#4
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
#5
Series B · Paris, Ile de France · founded 2014 · 70 employees
$40.6Mraised
▾

AI-enabled-platform offering car-pooling services. It enables users to post their rides on the platform people travel in similar directions can share their ride with them. It uses AI-algorithm to optimize the routes. It offers features like real-time tracking, cost-efficient rides, and more. It offers Saas-enable car-pooling solutions for enterprises and territories. The mobile application is available for Android and iOS platforms.

LinkedIn Pulse recent public activity · Jul 2026
Audience: 8k LinkedIn followers
Funding rounds
  • Nov 2023Series B$18.6M
  • Jan 2022Series A$7.9M
  • Mar 2021Series A$8.3M
  • Jun 2020Grant (prize money)$2.4M
Investors
Macif, Aster, Eiffel Investment Group, Aglae Ventures, EIC Fund, Citizen Capital
Tech stack
AhrefsApache Http ServerApple Icloud MailCdnjsCloudflareCloudflare Bot Management
#6
Series C · Paris, Ile de France · founded 2015 · 16 employees
$112.9Mraised
▾

App-based ride-hailing services via hydrogen powered taxi fleet. Customers can book rides through the app, which allows for real-time tracking of taxi arrivals and payment options, including both in-app and on-board payments. Platform provides hydrogen powered taxi for riding.

Funding rounds
  • Jan 2023Series C$16.3M
  • Jan 2021Series C$96.6M
  • Jul 2019Seed—
Founders & team
Mathieu GardiesFounder
Investors
VINCI Energies, Kouros Investment, RGREEN INVEST, Mirova, Eiffel Investment Group, RAISE
Tech stack
Apache Http ServerCloudflareCloudflare Bot ManagementComplianzCore-JsDebian
#7
Acquired · Paris, Ile de France · founded 2018 · 8000 employees
$341.9Mraised
▾

Provider of mobility solutions for car rental companies. Offers solutions including vehicle rental services, low-cost car rental, leisure car hire, fleet and mobility solutions for both the business and individuals.

LinkedIn Pulse recent public activity · Jul 2026
Audience: 84k LinkedIn followers — 10.6% of this cohort's audience
Activity: 2 product launches announced in 12 mo
Funding rounds
  • May 2020Conventional Debt$341.9M
  • Nov 2019Seed—
Founders & team
Alain FaveyCEO
Tech stack
Animate.CssBootstrapCookiebotGoogle AnalyticsGoogle Tag ManagerGoogle Workspace
#8
Series A · Paris, Ile de France · founded 2019 · 33 employees
$11.7Mraised
▾

Provider mobility data management platform for city transportation. Users can visualize the daily transportation of the city and monitor all mobility services. It aggregates the data from connected and shared mobility such as electric scooters, bicycles, scooters, and more, and analyzes the data to provide insights on the betterment of the cities.

LinkedIn Pulse recent public activity · Jul 2026
Audience: 8k LinkedIn followers
Activity: 4 product launches · 1 partnerships (incl. Vianova) announced in 12 mo
Funding rounds
  • Nov 2023Grant (prize money)$54.2K
  • Dec 2022Series A$6.4M
  • Nov 2022Grant (prize money)$181.2K
  • Nov 2021Seed$3M
Founders & team
Thibaud FebvreCo-Founder & COO
Investors
IMPACT Accelerator, Kickstart Innovation, Baloise, XAnge, RATP, La Poste Ventures
#9
Acquired · Paris, Ile de France · founded 2014 · 200 employees
$93.6Mraised
▾

Cityscoot is a France-based company which offers dockless electric scooter rental services, via its mobile apps (iOS/Android). The scooters can be located and accessed using the company's app and can be left at any location post usage (operates a dockless/free-float service). The scooters are developed by German company GOVECS. The company attaches a self-developed black-box to the scooters, which enables booking, tracking, and geo-locating of the scooters. Claims that an in-house team maintains/recharges the bikes.

Funding rounds
  • Aug 2021Grant (prize money)$2M
  • Aug 2021Grant (prize money)$236.8K
  • Jul 2021Grant (prize money)$1.7M
  • May 2021Grant (prize money)$243.4K
Investors
RATP, Inventure Partners, Caisse des Depots, LeasePlan, Europa, Banque des Territoires
Tech stack
AdformAutoptimizeCdnjsCloudflareCloudflare Browser InsightsGoogle Analytics
#10
Public · Paris, Ile de France · founded 2014 · 200 employees
$38.5Mraised
▾

Navya Technology is a developer of the autonomous electric shuttle for mobility. The product is targeted at urban facilities, industrial sites, airports, amusement parks, hospitals, etc. The vehicle claims to transport up to 15 passengers and safely drive up to a speed of 45 km/h. Also, it develops an autonomous tractor for the transportation of goods in industries, airports, etc.

LinkedIn Pulse recent public activity · Jul 2026
Audience: 31k LinkedIn followers — 3.8% of this cohort's audience
Funding rounds
  • Jul 2022Post IPO$36.7M
  • Mar 2021Grant (prize money)$2.3M
  • Jan 2020Grant (prize money)$1.3M
  • May 2019Grant (prize money)$300.9K
Investors
Karista, Gravitation, Frci-idf.com, 360 Capital Partners, Keolis, Valeo
Tech stack
Apache Http ServerAxeptioCdnjsCloudflareCloudflare Bot ManagementCore-Js
#11
Series C · Paris, Ile de France · founded 2006 · 120 employees
$61.9Mraised
▾

Provider of an AI-powered platform for shared mobility service operators. The platform enables multiple mobility services from a single fleet. It offers digital rental, subscription, carsharing, corporate, and micromobility options. The platform also provides tools for vehicle management, pricing configuration, and reporting.

LinkedIn Pulse recent public activity · Jul 2026
Audience: 19k LinkedIn followers — 2.3% of this cohort's audience
Activity: 1 partnerships · 1 expansions (incl. Evo) announced in 12 mo
Funding rounds
  • Jan 2021Series C$31.5M
  • Oct 2017Grant (prize money)$255.7K
  • Aug 2017Series B$20.9M
  • Jan 2017Grant (prize money)$228.5K
Founders & team
David EmsellemCo-Founder & ex-CTOGregory DucongeCEO
Investors
Frog Capital, Inven Capital, Bpifrance, ETF Partners, European Investment Bank, South Investment Region
Tech stack
Akamai MpulseApple Icloud MailBoomerangCloudflareCloudflare Bot ManagementCookieyes
#12
Series A · Paris, Ile de France · founded 2014 · 90 employees
$13Mraised
▾

Digital and physical carpooling solution. The company develops products and services to facilitate public carpooling system. Helps municipalities and companies to develop ridesharing infrastructure. Offers a station-based ridesharing solution COVOIT. It is a network of inter-connected terminals incorporated with apps and a website which enables users to register, inquire, pay, and make carpooling requests.

LinkedIn Pulse recent public activity · Jul 2026
Audience: 9k LinkedIn followers
Funding rounds
  • May 2023Series A$12.9M
  • Aug 2017Seed$59.7K
  • Mar 2017Grant (prize money)$52.5K
Founders & team
Thomas MatagneCo-Founder & PresidentArnaud BouffardCo-Founder
Investors
EIC Fund, Banque des Territoires, BNP Paribas, ADEME Investissement, Maif, Europa
Tech stack
Bolt CmsCloudflareCloudflare Bot ManagementCookieyesCore-JsElementor

Funding & investor landscape

$2.2Btotal disclosed funding
80companies funded
159disclosed rounds
0rounds last 90 days
Most active investors
Le Village by CA20 rounds
Via ID18 rounds
Europa13 rounds
Bpifrance11 rounds
Banque des Territoires10 rounds
Demeter6 rounds
Daphni5 rounds
Idinvest Partners5 rounds
Allianz4 rounds
Caisse des Depots4 rounds

Notable founders

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
Pierre Talgorn
Deputy Ceo France - In Charge Of Ile-De-France Region · Transdev
Antoine Grange
CEO Europe · Transdev
Jamil Garti
Co-Founder · VelyVelo
Mathieu Gardies
Founder · Hype
Alain Favey
CEO · Europcar Mobility Group
Thibaud Febvre
Co-Founder & COO · Vianova
David Emsellem
Co-Founder & ex-CTO · Vulog
Gregory Duconge
CEO · Vulog
Prism market signals · France · country-scoped Prism corpus, 2,427,859 docs

Market landscape — 10 sub-themes by coverage

Share of Road Transport 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 research is surging — French AV papers rose from 1 to 8, alongside newly emerging computer vision (11 papers).
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 tripled (4→13) and perception research newly emerged, signalling intensifying French AV systems 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 and humanities-framed AV concerns are intensifying sharply — context papers jumped 1→30, humanities newly reached 27 papers.
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 · Trajectory
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, Saint Gobain, Renault SAS; annual filings 157→39.

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

Common questions

How many Road Transport Tech companies are there in France?
Radar tracks 313 indexable Road Transport Tech companies headquartered in France that meet our profile-completeness bar.
What is the total funding raised by Road Transport Tech companies in France?
The Road Transport Tech companies in France on this list have raised a combined $2.2B in disclosed equity funding across 80 funded companies.
Which is the highest-funded Road Transport Tech company in France?
BlaBlaCar is the highest-funded Road Transport Tech company in France, with $564.5M in disclosed equity funding.
How many Road Transport Tech companies in France are funded?
80 of the 313 Road Transport Tech companies in France on this list have disclosed at least one equity funding round.
How many Road Transport Tech unicorns are there in France?
1 Road Transport Tech company in France on this list is valued at $1B or more.
Who are the top investors in France Road Transport Tech companies?
The most active investors in France Road Transport Tech companies on this list include Le Village by CA, Via ID, Europa, Bpifrance, Banque des Territoires.
Riya SenguptaFinancials

Riya reads income statements for fun. She covers the real money in a sector — revenue, growth, who actually earns — and never met a vague claim she didn't want a number for.

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