Industry landscapes
The companies, capital and talent shaping transportation and logistics in France. Find the leaders. Understand the segments. See where the activity is.
An industry ecosystem,
measured in context.
24 featured companies from the funding, hiring, revenue and team-size leaderboards.
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 ↗
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 ↗A few useful ratios bring the size of this ecosystem into perspective.
128 of 1,180 tracked companies have open roles.
50 of 1,180 tracked companies have a recorded round.
Share of disclosed capital received by the three largest recorded recipients.
Midpoint of 71 rounds with a disclosed amount.
Scale is concentrated. Opportunity is broader. The three largest funding recipients hold 91.2% of disclosed capital, while 95.8% of tracked companies have no recorded funding round.
Explore the segments →Recorded company formation and disclosed funding across the complete annual series shown.
Sum of recorded funding rounds · USD
| Year | Funding (USD) | Founded | Raising |
|---|---|---|---|
| 2016 | $3.16M | 28 | 2 |
| 2017 | $4.81M | 35 | 3 |
| 2018 | $1.77B | 36 | 9 |
| 2019 | $289.08M | 35 | 7 |
| 2020 | $14.1M | 34 | 3 |
| 2021 | $16.5M | 20 | 8 |
| 2022 | $11.89M | 21 | 6 |
| 2023 | $77.2M | 6 | 8 |
| 2024 | $46.14M | 0 | 5 |
| 2025 | $163.76K | 0 | 1 |
Share of all disclosed company funding.
86 recorded rounds since 2016
Recorded participation in transportation and logistics company rounds since 2016.
Backed by Credit Mutuel Impact and 11th Hour Racing and others.
Participating investors were not recorded in this snapshot.
Backed by Naco and Aquiti Gestion and others.
Backed by PI LABS and Global Brain and others.
Backed by Notus Technologies.
Backed by Cenitz and BNP Paribas Developpement.
Backed by Generis Capital Partners and CEA Investissement and others.
Backed by Kima Ventures.
Backed by Groupe Deret.
Annual accounts for reporting companies linked to this landscape, on like-for-like currency and reporting bases.
Display conversions use the dated reference rates above. Where a verified rate is unavailable, figures retain their source currency. Each reporting cohort keeps its currency and accounting basis separate.
FY2025 · company accounts; aggregate reporting threshold not met · 1 reporting entities from 11 eligible matches.
Sum of reporting-entity revenue; not France market sales.
Combined result for the same cohort.
Combined net income ÷ combined revenue.
The middle covered reporting entity.
None of 1 covered entities.
Share of covered revenue from the five largest entities.
Reported cohort totals by year; coverage is stated for every period.
Bar height shows revenue. Changes in coverage can affect totals.
FY2025 · 1 reporting entities
Up to eight fixed company previews show financial amounts. Search and sort the wider company list, then continue in Radar.
| Company / reporting entity | Revenue | Net profit / loss | Net margin | Revenue growth | Total assets |
|---|---|---|---|---|---|
| FM Logistic ↗452228596 | €40.7m | €28.1m | +69.2% | — | — |
Explore full company accounts and filings.
Choose “View accounts” to inspect an available company preview.
Each pair uses the same year, currency and reporting basis. Cohort overlap is disclosed.
| Industry | Covered / eligible | Revenue total | Median revenue | Net profit / loss | Aggregate margin | Profitable share | Overlap |
|---|
Available-account cohorts are not estimates of whole industries. Overlapping entities can occur in more than one cohort; do not add cohort totals.
Filed annual accounts for exact designated national identifiers. Every aggregate and peer pair uses one fiscal year, source currency and reporting basis; periods, coverage and overlap are explicit; 2026 partials are excluded.
The same up to eight reporting entities remain open across years, filters and sorts. Other company figures are available in Radar.
Source currencies and accounting bases stay separate. Missing accounts are excluded rather than treated as zero. Exact reporting periods appear on company previews. Annual totals can change with coverage and do not measure growth of a fixed company cohort.
How the France companies on this page show up online: the sites people visit, the apps they install, and how often those apps ship.
24 of the 1,182 companies on this page carry a measured traffic record (2%); these are the largest of those, by monthly visits. The median among them is 359,503 visits.
| Company | Monthly visits | Authority | Mobile |
|---|---|---|---|
| DPDgroupdpd.com | 9,445,277 | 78 | 68.8% |
| Air France Klmairfranceklm.com | 6,448,750 | 48 | 53% |
| Air Franceairfrance.fr | 5,761,568 | 76 | 50.6% |
| SNCFsncf.com | 5,084,730 | 68 | 77.7% |
| Île-de-France Mobilitésiledefrance-mobilites.fr | 4,603,445 | 65 | 79.2% |
| CMA CGMcma-cgm.com | 2,480,370 | 60 | 8.7% |
| Transilientransilien.com | 1,483,902 | 62 | 81.1% |
| Asendiaasendia.com | 1,283,962 | 48 | 74.7% |
| VINCI Autoroutesvinci-autoroutes.com | 1,111,224 | 55 | 84.5% |
| Alstomalstom.com | 691,803 | 50 | 48.5% |
Visits and authority are third-party web estimates, not company-reported figures.
63 of these companies (5.3%) publish at least one Android app — 121 apps in all, carrying 23.3M installs between them.
| App | Installs | Rating | Store category |
|---|---|---|---|
| Air France - Book a flightAir France | 9.5M | 4.5 | Travel & Local |
| UlysVINCI Autoroutes | 3.1M | 4.9 | Maps & Navigation |
| myDPDDPDgroup | 2.2M | — | Business |
| Pluxee BESodexo | 2.1M | 3.7 | Tools |
| TGV INOUI PROSNCF | 1.5M | 2.8 | Travel & Local |
| RTMRtm | 849.3K | 3.6 | Maps & Navigation |
| Air France PressAir France | 797.3K | 4.2 | News & Magazines |
| SomosSodexoSodexo | 773.2K | — | Communication |
| Divia MobilitésDivia | 241.8K | — | Travel & Local |
| Lyon AéroportAeroports de Lyon | 225.6K | 5 | Travel & Local |
Installs are lifetime totals to date at the June 2026 store reading — a measure of reach, not of people using an app today.
The busiest app inside each of this page’s own segments, with the quarterly release trend behind it (2024Q1–2025Q4).
| Segment | Apps | Installs | Leading app | Release trend |
|---|---|---|---|---|
| Passenger Airlines | 2 | 10.3M | Air France - Book a flight 9.5M | |
| Hrtech | 26 | 3.5M | Pluxee BE 2.1M | |
| Road Infrastructure Operators | 6 | 3.3M | Ulys 3.1M | |
| Logistics Tech | 7 | 2.4M | myDPD 2.2M | |
| Cep | 6 | 2.3M | DPD 121.4K | |
| Bus Operators | 16 | 1.6M | RTM 849.3K | |
| Rail Freight | 4 | 1.5M | TGV INOUI PRO 1.5M | |
| Airport Operators | 5 | 414.8K | Lyon Aéroport 225.6K |
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.
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.
Darker bars are new releases, lighter bars apps updated. 72 of 121 apps carry a release date. The series ends at 2025Q4, the last quarter that closed before the June 2026 reading.
Explore the segments behind the headline numbers.
Rank segments by scale, hiring or disclosed funding.
Companies can sit in several segments. Counts and funding overlap.
The largest measured segment in this report snapshot.
0 companies hiring · $0 disclosed funding
Explore in RadarCommon revenue models; a company can use more than one.
Recorded corporate activity linked to companies in this landscape.
Port Acquisitions has requested due diligence to be conducted for a possible sale of all or part of its shares in the Croatian company to a potential buyer, the French shipping company CMA CGM.
French train manufacturer Alstom has acquired rail-related hydrogen fuel cell activities from US-based Cummins after the firm announced a cessation of new sales for its electrolyser technologies.
Air France-KLM Group has officially bid a non-binding offer to purchase a minority stake in TAP Air Portugal.
Bordeaux Airport announces on April 1, 2026 in Mérignac, the signing of a EUR 170 million financing package with a pool of banks in the territory to modernize its facilities and decarbonize its model.
Such was the case with the merger of Air France and KLM Royal Dutch Airlines.
Worldwide Flight Services (WFS) has announced plans to expand its footprint at Brussels Airport following the takeover of Aviapartner Cargo, a move that significantly strengthens its position in one of Europe’s key air cargo hubs.
the start-up has just bought all its shares from the group and the operating subsidiary CLS of the CNES with the support of the Fund Impact Ocean of Go Capital and South Sea Invest (Groupe Banque Populaire).
Moldtrans Group, French international transport operator, has bought a majority share of the Spanish operator Dimotrans Group.
Fatton, whose origins go back as far as 1909, merged with Lyon-based counterpart Lyseo in 2024.
Osborne Clarke advised GEODIS, a global leader in transport and logistics, on legal, social and tax due diligence aspects related to the acquisition of Groupe Malherbe.
Top 10 categories among 529 recorded events in the 24-month window.
17 tracked people moves
Departure Previously Managing Director
Appointment Managing Director
Promotion Managing Director of WFS Frankfurt
Appointment Managing Director Germany of Frankfurt Cargo Services (FCS)
Departure Managing Director D&IS UK and Ireland at Alstom
Appointment Managing Director
Appointment Executive Director
Appointment Chief Executive Officer
Products, platforms and features in the recorded window
74 recorded customer wins
2 companies with reported reductions
102 rolesfinancial and legal obstacles
Scale not stated rolescost reduction
7 recorded events
5 tracked suits
Civil penalties for delays in processing passenger refundsRegulatory · Settled
judicial review · Ongoing
Reported company results in the recorded window.
Median across 47 reported growth observations; companies may contribute multiple periods.
Company-linked deal reports; status is preserved as recorded.
| Acquirer → target | Status | Date | Value / context |
|---|---|---|---|
| general electric→Alstom ↗ | Announced | 2026-06-23 | Not stated in snapshot |
| Mitsubishi Heavy Industries and Siemens→Alstom ↗ | Rumored | 2026-06-12 | $9.8B |
| CMA CGM→luka rijeka | Rumored | 2026-04-20 | Not stated in snapshot |
| CMA CGM→fattal group | Announced | 2026-04-17 | Not stated in snapshot |
| Alstom→cummins | Announced | 2026-04-07 | Not stated in snapshot |
| CMA CGM→Rail Logistics Europe (RLE) | Announced | 2026-04-02 | Not stated in snapshot |
A discussion or rumour is not a completed transaction. An unstated value is not zero.
3,406 postings in the preceding 12 months. The full 9,035-posting snapshot covers 148 employers.
0 tracked postings mention remote work.
429 postings specify a level.
Median across 289 postings with pay data, expressed in USD.
| Company | Open roles |
|---|---|
| Alstom ↗ | 12 |
| groupe bbl ↗ | 11 |
| Sodexo ↗ | 11 |
| Gt-Solutions ↗ | 11 |
| Transports Courcelle ↗ | 11 |
| log\'s ↗ | 10 |
| groupe blondel ↗ | 10 |
| sabena technics ↗ | 10 |
| Company | Employees |
|---|---|
| Air France Klm ↗ | 84,269 |
| Sodexo ↗ | 7,866 |
| petit forestier ↗ | 4,500 |
| sabena technics ↗ | 3,500 |
| Getlink Group ↗ | 3,356 |
| log\'s ↗ | 3,300 |
| Transdevna ↗ | 3,215 |
| groupe blondel ↗ | 3,000 |
154 founders and chief executives across 123 companies.
Ex-Transdev, Bombardier Transportation. College of Engineers 2000
Ex-Kjaer Group. University of Southern Denmark BSc 1990
Ex - Founder & COO DRUST, Ex - System Design Leader PSA Peugeot Citroën. University of Lille 1 Sciences and Technology Master 2 Science…
Ex-CEO-Harkand group, Ixens · Ecole Polytechnique MSc 1997
Ex-RFF, Cabinet du Premier Ministre, Agence de l'Eau Seine Normandie. Ecole Polytechnique 1999
Ex-APTITUDE EXPERTS, SNCF Network, Eiffage Permanent. National Conservatory of Arts and Crafts MS 1995
Stockoss, ex-Mymajorcompany, ex-Universal Music, Université Panthéon Assas (Paris II), 2006
LIBS MFin 1993
Ex-Saarstahl. University of Saarland 2011
Ex-DERICHEBOURG Multiservices, VP Loire Concept. Icam - Catholic Institute of Arts and Crafts 2019
Ex-Pole Mer Bretagne Atlantique, NATO Undersea Research Centre, Charity A Chacun Son Cap, Atlantide. ESPCI Paris - PSL Ph.D., Physics 2003…
Ex- 55 · fifty-five, Hardware Club, Elephants & Ventures. ESCP Europe 2013
10 profiles with education records.
2 profiles with prior-work records.
Profiles cover recorded founders and leaders; contact details remain in Radar.
418,967 articles in the measured 12-month window.
Transportation and Logistics coverage across France · articles per complete quarter
| Quarter | Articles |
|---|---|
| 2021Q2 | 55,353 |
| 2021Q3 | 59,242 |
| 2021Q4 | 53,701 |
| 2022Q1 | 60,386 |
| 2022Q2 | 59,633 |
| 2022Q3 | 56,904 |
| 2022Q4 | 77,013 |
| 2023Q1 | 74,470 |
| 2023Q2 | 72,620 |
| 2023Q3 | 79,505 |
| 2023Q4 | 65,917 |
| 2024Q1 | 81,670 |
| 2024Q2 | 89,406 |
| 2024Q3 | 99,798 |
| 2024Q4 | 86,184 |
| 2025Q1 | 114,884 |
| 2025Q2 | 80,268 |
| 2025Q3 | 218,658 |
| 2025Q4 | 54,898 |
| 2026Q1 | 70,200 |
Article volume measures coverage, not market sales.
453 recorded company events across 34 companies; percentages use that event total.
Transportation and Logistics coverage across France · ranked by full-period article count.
Recent and prior counts use the source comparison windows.
Transportation and Logistics coverage across France
| Keyword | Recent | Prior | Change |
|---|---|---|---|
| countries | 2,416 | 1,013 | 138% |
| multilateral diplomacy | 1,217 | 789 | 54% |
| national security strategy | 722 | 385 | 88% |
| conceptual rock albums | 615 | 13 | 4631% |
| free trade deals | 585 | 407 | 44% |
| trade dispute mechanisms | 557 | 345 | 61% |
| international cooperation | 503 | 348 | 45% |
| bilateral trade | 487 | 289 | 69% |
| nuclear proliferation | 353 | 208 | 70% |
| oil price volatility | 309 | 90 | 243% |
| olympic trials | 429 | 2,945 | -85% |
| olympic team selections | 486 | 2,919 | -83% |
| olympic venues | 201 | 1,600 | -87% |
| summer olympics athletics | 73 | 1,590 | -95% |
| olympians career highlights | 106 | 1,471 | -93% |
Transportation and Logistics coverage across France
territories, disputed islands, countries
24.9% critical · 16.8% positiveclub valuation, inflation reports fx, currency intervention policies
35.4% critical · 40.4% positivegdp growth rate, gdp acceleration, economic output growth
27.8% critical · 45.8% positiveTransportation and Logistics coverage across France. Topic labels describe recorded classifications and can include broad context.
6,419 papers in the recorded worldwide scope.
Tone counts: 5,520 positive · 624 neutral · 275 negative.
Landmark: Challenges in Scaling Up Biofuels Infrastructure
Landmark: Assessing the impacts of deploying a shared self-driving urban mobility system: An agent-based model applied to the city of Lisbon, Portugal
Landmark: The Two-Echelon Capacitated Vehicle Routing Problem: Models and Math-Based Heuristics
Common problems researchers identify · 0120.3% of this theme group
Researchers highlight difficulties in optimizing and securing supply chain operations.
Supply chain (148) · Supply chain optimization (71) · Supply chain management (61) · Supply chain risk management (25)
Supply chain optimization
Supply Chain Optimization, Management and Integration: Emerging Applications
| Year | Share index |
|---|---|
| 2022 | 1837.5 |
| 2023 | 1999.1 |
| 2024 | 2114.1 |
| 2025 | 2086.6 |
Common problems researchers identify · 0218.7% of this theme group
Studies point to operational and research hurdles in managing vehicle fleets.
Fleet management (118) · Aeronautics (19) · Operations management (23) · Operations research (20)
Making Fleet Management Easier.
Guide for Fleet Management
| Year | Share index |
|---|---|
| 2022 | 534.6 |
| 2023 | 515.8 |
| 2024 | 420.0 |
| 2025 | 171.3 |
Common problems researchers identify · 0317.8% of this theme group
Papers discuss inefficiencies in truck and fleet operations within transport engineering.
Fleet management (119) · Transport engineering (68) · Truck (29) · Operations management (23)
EVALUATION OF THE POSSIBILITY OF IMPROVING THE OPERATION OF A TRANSPORT COMPANY IN THE CONTEXT OF THE VEHICLE FLEET MANAGEMENT
Road Transport Management System : fleet management
| Year | Share index |
|---|---|
| 2022 | 608.7 |
| 2023 | 607.0 |
| 2024 | 479.3 |
| 2025 | 301.4 |
Common problems researchers identify · 0416.0% of this theme group
Works focus on GPS‑based routing problems and tracking limitations for public transport.
Global Positioning System (22) · Public transport (18) · Vehicle routing problem (14) · Routing (13)
A Vehicle Tracking Device with Built-in Safety Features for Public Transportation Systems
Positioning needs for public transport
| Year | Share index |
|---|---|
| 2022 | 1194.7 |
| 2023 | 1183.5 |
| 2024 | 1028.2 |
| 2025 | 1098.3 |
Common problems researchers identify · 0513.4% of this theme group
Research flags high fuel consumption and emission concerns for trucking fleets.
Truck (22) · Fuel efficiency (13) · Liquefied natural gas (6) · Diesel fuel (5)
Improvement of environmental compliance of urban transport system through enlarging fleet of gas-engine municipal machinery
Toward Sustainable Trucking: Reducing Emissions and Fuel Consumption
| Year | Share index |
|---|---|
| 2022 | 454.0 |
| 2023 | 418.7 |
| 2024 | 347.9 |
| 2025 | 300.6 |
Common problems researchers identify · 067.3% of this theme group
Studies note obstacles in adopting and charging electric vehicles within commercial fleets.
Electric vehicle (22) · Electrification (15) · Electricity (7) · Fleet management (35)
Potential Users of Electric Mobility in Commercial Transport – Identification and Recommendations
Classification of Electric Vehicle Fleets Considering the Complexity of Fleet Charging Schedules
| Year | Share index |
|---|---|
| 2022 | 574.6 |
| 2023 | 617.7 |
| 2024 | 587.5 |
| 2025 | 537.8 |
Common problems researchers identify · 076.5% of this theme group
Papers identify logistical and material challenges in biofuel feedstock supply chains.
Biomass (26) · Biofuel (24) · Raw material (17) · Supply chain (38)
Integrated biomass supply and logistics: a modeling environment for designing feedstock supply systems for biofuel production.
Modeling of biomass-to-energy supply chain operations: Applications, challenges and research directions
| Year | Share index |
|---|---|
| 2022 | 755.3 |
| 2023 | 757.4 |
| 2024 | 692.7 |
| 2025 | 696.2 |
Cautions · 0142.7% of this theme group
Authors caution that fleet and infrastructure constraints may limit fuel‑saving strategies.
Fleet management (47) · Fuel efficiency (8) · Transport engineering (15) · Operations management (5)
Analysis of Fleet Management and Infrastructure Constraints in On-Demand Urban Air Mobility Operations
How to Use Advanced Fleet Management System to Promote Energy Saving in Transportation: A Survey of Drivers’ Awareness of Fuel-Saving Factor
| Year | Share index |
|---|---|
| 2022 | 666.1 |
| 2023 | 635.2 |
| 2024 | 478.3 |
| 2025 | 301.4 |
Cautions · 0231.1% of this theme group
Research warns about performance and charging complexities for electric urban freight and public transport.
Public transport (11) · Truck (15) · Electrification (7) · Transport engineering (14)
Performance analysis and fleet requirements of automated demand-responsive transport systems as an urban public transport service
Different Charging Strategies for Electric Vehicle Fleets in Urban Freight Transport
| Year | Share index |
|---|---|
| 2022 | 617.4 |
| 2023 | 614.8 |
| 2024 | 558.7 |
| 2025 | 561.3 |
Cautions · 0314.6% of this theme group
Studies advise careful use of AI and optimization tools to avoid unintended supply chain risks.
Supply chain (23) · Supply chain optimization (9) · Supply chain management (6) · Supply chain risk management (3)
Sustainable Supply Chain Management and Optimization
Supply Chain Optimization: Machine Learning Applications in Inventory Management for E-Commerce
| Year | Share index |
|---|---|
| 2022 | 1837.5 |
| 2023 | 1999.1 |
| 2024 | 2114.1 |
| 2025 | 2086.6 |
Cautions · 0411.6% of this theme group
Works highlight cost and scale trade‑offs that can undermine biofuel sustainability.
Biofuel (11) · Biomass (7) · Production (9) · Raw material (5)
Cost optimization of biofuel production – The impact of scale, integration, transport and supply chain configurations
Resource efficiency or economy of scale: Biorefinery supply chain configurations for co-gasification of black liquor and pyrolysis liquids
| Year | Share index |
|---|---|
| 2022 | 635.8 |
| 2023 | 598.8 |
| 2024 | 589.1 |
| 2025 | 534.2 |
Opportunities · 0124.5% of this theme group
Opportunities focus on improving supply chain performance and risk management through new methods.
Supply chain (838) · Supply chain management (220) · Supply chain optimization (309) · Supply chain risk management (68)
Optimization of the supply chain to improve the on-time performance
Supply Chain Optimization and Logistics
| Year | Share index |
|---|---|
| 2022 | 1837.5 |
| 2023 | 1999.1 |
| 2024 | 2114.1 |
| 2025 | 2086.6 |
Opportunities · 0217.6% of this theme group
Research explores robust routing and sizing techniques for dynamic mobility and delivery services.
Vehicle routing problem (156) · Routing (84) · Truck (129) · Service (145)
Distributionally Robust Optimization Approaches for a Stochastic Mobile Facility Fleet Sizing, Routing, and Scheduling Problem
Optimizing Vehicle Distributions and Fleet Sizes for Shared Mobility-on-Demand
| Year | Share index |
|---|---|
| 2022 | 314.9 |
| 2023 | 310.1 |
| 2024 | 281.9 |
| 2025 | 255.4 |
Opportunities · 0317.2% of this theme group
Papers propose data‑driven maintenance models to boost fleet reliability and reduce downtime.
Fleet management (466) · Predictive maintenance (46) · Transport engineering (116) · Preventive maintenance (35)
A Simulation and Optimization Methodology for Reliability of Vehicle Fleets
DEVELOPMENT OF OPTIMIZED MAINTENANCE SYSTEM FOR VEHICLE FLEET
| Year | Share index |
|---|---|
| 2022 | 468.6 |
| 2023 | 457.1 |
| 2024 | 342.2 |
| 2025 | 172.9 |
Opportunities · 0413.8% of this theme group
Studies develop integrated approaches for airline fleet assignment, routing, and scheduling.
Operations research (192) · Fleet management (309) · Scheduling (86) · Aviation (36)
An Integrated Approach for Airline Flight Selection and Timing, Fleet Assignment, and Aircraft Routing
A new approach to fleet assignment and aircraft routing problems
| Year | Share index |
|---|---|
| 2022 | 352.2 |
| 2023 | 339.2 |
| 2024 | 203.6 |
| 2025 | 86.9 |
Opportunities · 0510.1% of this theme group
Research advances GPS and IoT solutions for real‑time fleet monitoring and management.
Global Positioning System (230) · Vehicle tracking system (70) · Tracking system (46) · Automatic vehicle location (49)
Transportation Management System
Smart Transportation Tracking and Management System using IOT
| Year | Share index |
|---|---|
| 2022 | 747.8 |
| 2023 | 737.1 |
| 2024 | 606.1 |
| 2025 | 653.0 |
Opportunities · 069.4% of this theme group
Works address battery health, tariff management, and infrastructure planning for electric fleets.
Electric vehicle (110) · Electrification (63) · Battery (40) · Fleet management (161)
Electric bus fleet charging management: A robust optimisation framework addressing battery ageing, time-of-use tariffs, and energy consumpti
Designing Charging Infrastructure for a Fleet of Electric Vehicles Operating in Large Urban Areas
| Year | Share index |
|---|---|
| 2022 | 445.8 |
| 2023 | 495.9 |
| 2024 | 490.1 |
| 2025 | 453.0 |
Opportunities · 077.5% of this theme group
Papers target multi‑objective designs for eco‑friendly and economically viable biofuel logistics.
Biomass (94) · Biofuel (92) · Supply chain (229) · Supply chain optimization (108)
Multi-Objective Optimization to Support the Design of a Sustainable Supply Chain for the Generation of Biofuels from Forest Waste
Economic, environmental and social optimization of forest-based biomass supply chains for bioenergy and biofuels
| Year | Share index |
|---|---|
| 2022 | 2359.6 |
| 2023 | 2482.4 |
| 2024 | 2542.9 |
| 2025 | 2496.0 |
Orientation shares compared with 25,000 papers in the reference sample.
| Research orientation | This field | Reference sample |
|---|---|---|
| Promising | 48.3% | 36.6% |
| Descriptive | 18.2% | 17.5% |
| Breakthrough | 14.6% | 26.9% |
| Problem-identifying | 12.7% | 9.4% |
| Comparative | 3.2% | 4.1% |
| Cautionary | 2.8% | 4.5% |
| Critical | 0.2% | 0.9% |
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 paper | Papers | Share | Raised as a problem | Worldwide share |
|---|---|---|---|---|
| Privacy & surveillanceSecurity, privacy and safety evaluation of dynamic and static fleets of drones | 7 | 0.12% | 1 (14.3%) | 0.12% |
| Hardware, e-waste & supply chainIBM Blends Heuristics and Optimization to Plan Its Semiconductor Supply Chain | 6 | 0.11% | 0 (0.0%) | 0.11% |
| Concentration of compute powerOn the Optimization & Equilibrium of Demand in Supply Chain Based on the Value-adding Mechanism of Information Sharing | 4 | 0.07% | 1 (25.0%) | 0.07% |
| Bias & fairnessDynamic Shared Autonomous Vehicle Fleet Operations with Consideration of Fairness | 2 | 0.04% | 1 (50.0%) | 0.04% |
| Carbon & emissions of computeUsing Artificial Intelligence to Reduce Carbon Emissions from the Saudi Commercial Fleet | 1 | 0.02% | 0 (0.0%) | 0.02% |
| Labour & data workGender continues to play a role in fleet salaries | 1 | 0.02% | 0 (0.0%) | 0.02% |
| Energy & datacenter footprint | 0 | 0.0% | 0 (%) | 0.0% |
| Water use | 0 | 0.0% | 0 (%) | 0.0% |
| Safety & misuse | 0 | 0.0% | 0 (%) | 0.0% |
Institution and researcher rankings use citations to their covered work. Research scope: worldwide. This may be broader than the company geography.
Company counts, hiring and disclosed funding across the recorded hubs.
51.2% across the displayed hubs
14 companies hiring · $1.3B disclosed funding
Explore companies in Paris ↗
10.1% across the displayed hubs
2 companies hiring · $163.8K disclosed funding
Explore companies in Avignon ↗8.3% across the displayed hubs
3 companies hiring · $1.3M disclosed funding
Explore companies in Le Havre ↗
7.7% across the displayed hubs
2 companies hiring · $3.0M disclosed funding
Explore companies in Marseille ↗
6.5% across the displayed hubs
1 companies hiring · $0 disclosed funding
Explore companies in Lyon ↗
6.0% across the displayed hubs
0 companies hiring · $0 disclosed funding
Explore companies in Nice ↗
5.4% across the displayed hubs
3 companies hiring · $1.8M disclosed funding
Explore companies in Nantes ↗
4.8% across the displayed hubs
0 companies hiring · $81.1K disclosed funding
Explore companies in Toulouse ↗Clear definitions for making better comparisons.
It measures the tracked company ecosystem, recorded funding, hiring and other available evidence. It is not a market-size estimate.
No. A company can belong to several segments, so segment counts and funding can overlap.
A dash or unavailable panel means the current reviewed source snapshot does not support that figure.
Company ecosystem snapshot: 31 August 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 ↗