Radar · Industry landscape · France
Transportation and Logistics Tech Industry Landscape of France 1,156 Transportation and Logistics Tech companies in France, in one picture: who is hiring, who is raising money, who founded them, where they are based, what the news is about, which skills employers want and where the research is going. Updated September 2026.
1,156 companies tracked
$4.7B disclosed funding
98 hiring right now
179 events · 24 months
748,027 news articles · 12 months
Who leads Transportation and Logistics Tech in France Shows 1,156 French transportation‑logistics tech firms, highlighting the top hiring firms (Europcar Mobility Group, Transdev, Keolis), the best‑funded firms (Etonova, BlaBlaCar, Exotec), and current hiring and funding activity.
Radar
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How the Transportation and Logistics Tech ecosystem in France grew, 2016–2025 Lists the number of companies founded each year from 2016 to 2025, with the highest count of 98 in 2016 and none recorded for 2025.
Companies founded / year
new Transportation and Logistics Tech companies in France
2016: 98 2017: 89 2018: 91 2019: 94 2020: 72 2021: 53 2022: 34 2023: 16 2024: 5 2025: 0 2016 2025
peak 98 in 2016
Companies raising / year
with a disclosed round that year
2016 2025
peak 37 in 2019
Disclosed funding / year
sum of disclosed rounds (USD)
2016: 164,264,805 2017: 192,934,614 2018: 420,746,580 2019: 551,964,146 2020: 562,806,350 2021: 1,021,377,023 2022: 834,671,836 2023: 122,932,095 2024: 207,138,678 2025: 81,138,653 2016 2025
peak $1B in 2021
Where Transportation and Logistics Tech companies in France are based Ranks cities by the number of sector companies, led by Paris with 295 firms followed by Lyon, Toulouse, Marseille, and Roubaix.
→ Hub 01
Paris
295 Transportation and Logistics Tech companies
63% of the Transportation and Logistics Tech companies across these hubs
295 companies
$2.4B disclosed funding
34 hiring now
Hub 02
Lyon
35 Transportation and Logistics Tech companies
7% of the Transportation and Logistics Tech companies across these hubs
35 companies
$44.8M disclosed funding
1 hiring now
Hub 03
Toulouse
32 Transportation and Logistics Tech companies
7% of the Transportation and Logistics Tech companies across these hubs
32 companies
$80.2M disclosed funding
3 hiring now
Hub 04
Marseille
23 Transportation and Logistics Tech companies
5% of the Transportation and Logistics Tech companies across these hubs
23 companies
$63M disclosed funding
4 hiring now
Hub 05
Roubaix
22 Transportation and Logistics Tech companies
5% of the Transportation and Logistics Tech companies across these hubs
22 companies
$2.1M disclosed funding
Hub 06
Nice
22 Transportation and Logistics Tech companies
5% of the Transportation and Logistics Tech companies across these hubs
Hub 07
Nantes
20 Transportation and Logistics Tech companies
4% of the Transportation and Logistics Tech companies across these hubs
20 companies
$246.2M disclosed funding
5 hiring now
Hub 08
Lille
20 Transportation and Logistics Tech companies
4% of the Transportation and Logistics Tech companies across these hubs
20 companies
$33.2M disclosed funding
3 hiring now
The Transportation and Logistics Tech market map of France: what these companies actually do Breaks down product sub‑categories, showing enterprise tech (614 firms) and consumer digital (512 firms) as the largest, and notes the most common revenue models such as subscription (743 firms).
Enterprise Tech 614 companies · $3.4B raised · 64 hiring Consumer Digital 512 companies · $2.4B raised · 30 hiring Enterprise Software 349 companies · $1.3B raised · 34 hiring Shared Mobility 261 companies · $1.6B raised · 11 hiring SaaS 254 companies · $1.3B raised · 28 hiring Marketplaces 217 companies · $1.1B raised · 9 hiring Gig Employers 173 companies · $750.1M raised · 9 hiring Logistics SaaS 156 companies · $1.1B raised · 18 hiring B2C E-Commerce 122 companies · $261.7M raised · 3 hiring Sharing Economy 117 companies · $292.2M raised · 3 hiring Cab Ride-Hailing 112 companies · $213.3M raised · 1 hiring Online Rental 107 companies · $719.5M raised · 8 hiring Monetization
How Transportation and Logistics Tech companies make money How many companies earn revenue each way. Plenty use more than one model, so the counts add up to more than the sector.
Subscription 743
Commission on Transaction 501
Fee-For-Service 282
E-Commerce - Service 274
Renting / Leasing 105
Advertising 71
E-Commerce - Product 54
Physical Commerce 39
Funding, M&A and the deals moving Transportation and Logistics Tech in France Counts 179 corporate events over the past two years, including 33 key‑person changes, 33 mergers and acquisitions, and 28 funding rounds.
Leadership 33 M&A 33 Funding 28 Product 20 Announcement 16 Contracts 16 Earnings 11 Capital 5 Regulatory 5 IPO 4
M&A Maritime intelligence specialist SINAY has acquired UK‑based vessel tracking platform MariTrace. 2026-04-24 M&A ZigZag, the global post-purchase and returns network, has completed the acquisition of leading post-purchase platform Shipup. 2026-04-21 Funding has raised €10 million in a Series A funding round led by Supernova Invest (via its CAIT fund) and Bpifrance. 2026-04-21 Funding Drone-based aircraft inspection specialist Donecle has received €10 million ($11.7 million) in new capital investment to drive international expansion and further its artificial intelligence (AI) technology development. The funding round was jointly led by French private equity firms IRDI Capital Investissement and SWEN Capital Partners, with the participation of venture capital and investment firms GSO Innovation and ARIS Occitanie. 2026-04-14 Funding Convelio, a Paris, France-based fine art logistics startup, raised a Series C funding round of undisclosed amount. The round was led by an unnamed French family office with ties to the international art sector, with participation from existing investors Forestay, Mundi Ventures, and Acton Capital. 2026-04-14 M&A Corpay, Inc. (NYSE: CPAY ), the corporate payments company, today announced it has completed the sale of PayByPhone, its mobile parking payments business, to Lightyear Capital. 2026-04-06 M&A Strategically, the acquisition supports expansion into smart mobility ecosystems, enabling seamless urban transportation experiences. 2026-03-26 Funding Morocco’s shared mobility startup Enakl has closed a $2.3 million seed round to accelerate commercial rollout and launch a software-as-a-service product for fleet operators. 2026-01-28 M&A In France, two SME forwarders, Ovrsea and Fatton Lyseo, one ‘digital’ and the other ‘legacy’, are merging their activities. 2026-01-09 M&A Machado Meyer and Pinheiro Neto advised on the acquisition of 44.39% of Administradora Geral de Estacionamentos' capital stock by Indigo Group, previously held by Patria Infraestrutura III – Fundo de Investimento em Participações Multiestratégia. 2025-12-19 Mergers and acquisitions Deals from the last 24 months where a Transportation and Logistics Tech company in France was the buyer or the one bought, newest first. “Undisclosed” means the price was never published — not that the deal was worth nothing.
Acquirer Target Deal value Status Date Sinay maritraceundisclosed Completed 2026-04-28 Sinay openoceanundisclosed Completed 2026-04-24 Sinay safecubeundisclosed Completed 2026-04-24 zigzagShipup undisclosed Completed 2026-04-21 lightyear capitalPayByPhone undisclosed Completed 2026-04-06 meanings capital partnersInstant System undisclosed Completed 2026-03-26
Who is listing, hiring leaders, launching and winning work Provides details on specific events like leadership moves, product launches, and contract wins within the sector.
Contract wins
10 customer wins · last 24 months
Regulatory & litigation
4 regulatory events · 0 tracked suits · 24 months
Earnings pulse
companies reporting results · last 24 months
7 companies reporting13 company-quarters tracked
Half of these companies grew revenue faster than +11.9% , half slower.
Who is building Transportation and Logistics Tech in France Profiles 519 founders and CEOs across 374 companies, noting frequent alma maters such as HEC Paris (26 alumni) and prior employers like Apple, Google, and BCG.
Founders and chief executives 12 of 519, from the best-funded companies on this page
→ Co-Founder & CEO
Nicolas Brusson
Co-Founder BlaBlaCar, Fondation Pour, Stripe, Deliveroo, Doctolib, ex-Clustree, Duo Security, Menu Next Door…
Co-Founder & CEO
Romain Moulin
Ex-GE Healthcare, BA Systemes, Astrium. National Higher French Institute of Aeronautics and Space 2004
Europcar Mobility, ex-Bentley Motors, ex-Skoda Auto, HEC Paris, 1989
Deputy Ceo France - In Charge Of Ile-De-France Region
Pierre Talgorn
Transdev, ex-Transdev Australasia, ex-Veolia Transport, Audencia, 1999
VP Operations & Co-founder
Thibaut Morlot
Shippeo, ex-Societe Generale Corporate And Investment Banking Sgcib, ex-Natixis, Sciences Po, 2013
Heetch, ex-Mydeal, ex-Nature Energies, Kungliga tekniska högskolan, 2008
Founder & CEO
Jean-Michel Durocher
Founder & CEO Timetonic, Founder & CEO O'Mailey SAS. Polytechnic School of Montreal MSc (1989), BSc (1987).
Co-Founder & ex-CTO
David Emsellem
Kinaxia, ex-Inria, ex-Cnrs Centre National De La Recherche Scientifique, Polytech'Nice-Sophia, 2001
Ex- Persistent Systems, CEO icix, Apttus, SAP. University of Bordeaux MS 1995, KEDGE Business School MBA 1996
Balyo, ex-Ek Automation, ex-Homesun, INSEAD, 2009
Founder & CEO
Alexandre Feray
Ex-Air France, Alcatel, IBM Research, Apple. CentraleSupelec MSc 1992
Co-Founder & CEO
Edouard Gouin
Primer, Defacto, Pando, marta, IE Business School MBA 2014
Where the founders studied
alma mater on record for 54 of 519 founders
HEC Paris 26
INSEAD 7
Imperial College London 3
Tsinghua University 2
Emlyon Business School 2
London Business School (LBS) 2
University of Oxford 2
EDHEC Business School 2
Where they worked before
a previous employer on record for 5 of 519 founders
Apple 1
Google 1
Boston Consulting Group 1
Microsoft 1
Morgan Stanley 1
McKinsey 1
Women and men among the founders
first names matched for 477 of 519 founders
12%
of matched founders are women
Inferred from first names, using 119 million people who state their own gender: a first name counts only where at least 20 of them share it and at least 90% of those share the same gender. The other 42 founders go in neither column.
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Look up the people behind Transportation and Logistics Tech companies in France
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Who funds Transportation and Logistics Tech in France Records 364 funding rounds since 2016 from 369 investors, with an average round size of $2.1 million.
Stage mix · rounds since 2016
Seed & Angel 128
Series A–B 105
Series C+ / PE 22
Grants, debt & other 109
The typical round is $2.1M — half were bigger, half smaller.
The biggest Transportation and Logistics Tech funding rounds in France Highlights the largest disclosed round—Etonova’s $588.7 million Series B—and lists ten other large recent funding rounds.
Company Round Size When Backers Etonova Series Bmega-round $588.7M Sep 2021 Xiangcheng Financial Holdings , ABC International Holdings , Suzhou Innovation Capital +1 more Exotec Series Dmega-round $335M Jan 2022 83NORTH , Dell Technologies Capital , Bpifrance +1 more BlaBlaCar Series D $200M Sep 2015 Insight Partners , VNV Global , Lead Edge Capital Etonova Series A $155.3M Jan 2018 — Akeneo Series D $135M Mar 2022 Summit Partners , Alven , Partech Partners BlaBlaCar Series E $115M Apr 2021 Otiva , VNV Global BlaBlaCar Series D $114M Nov 2018 SNCF BlaBlaCar Series C $100M Jul 2014 Index Ventures , Accel , Lead Edge Capital +1 more Hype Series C $96.6M Jan 2021 RGREEN INVEST , Mirova , Eiffel Investment Group +1 more Exotec Series C $90M Sep 2020 83NORTH , Breega , 360 Capital Partners +2 more
Venture round sizes · 2023–2025
<$1M 3
$1–10M 17
$10–50M 9
$50–250M 0
>$250M 0
29 venture rounds with a disclosed amount in the window.
Fresh cheques · last 6 months
What the news says about Transportation and Logistics Tech in France Counts 748,027 news articles in the last year, most often covering geopolitical disputes, international relations, and topics like multilateral diplomacy and free‑trade deals.
News volume
Transportation and Logistics Tech coverage across France · articles per quarter
2021Q2: 96,465 2021Q3: 102,639 2021Q4: 93,187 2022Q1: 104,778 2022Q2: 104,055 2022Q3: 98,565 2022Q4: 133,382 2023Q1: 128,682 2023Q2: 128,161 2023Q3: 141,263 2023Q4: 116,791 2024Q1: 143,487 2024Q2: 151,157 2024Q3: 168,657 2024Q4: 151,280 2025Q1: 203,008 2025Q2: 145,578 2025Q3: 385,759 2025Q4: 99,964 2026Q1: 125,770 2021Q2 2026Q1
peak 385,759 in 2025Q3 · 748,027 articles in the last 12 tracked months
Tone of coverage
share of articles by dominant sentiment (positive / neutral / negative )
2021 2023 2025
Positive-tone share moved 54% → 40%, negative 37% → 42% across 2021–2025.
What the coverage is about The subjects that dominate Transportation and Logistics Tech news in France. The arrow shows whether each one is being written about more or less than a year ago.
Geopolitical disputes and contested areas 296,228 ▲+34% International and transnational geographic entities 296,203 ▲+34% Administrative and political subdivisions 296,131 ▲+34% International political relations 78,054 ▲+15% International sports competitions 72,499 ▼-53% Security and defense policies 46,840 ▲+18% Olympic games coverage 41,329 ▼-70% International relations and diplomacy 34,425 ▲+16% Professional league updates 33,128 →-3% Championship event highlights 24,934 ▼-26% Most-covered companies · last 12 months
28 Transportation and Logistics Tech companies here were named in the news over this period.
Prism
Watch Transportation and Logistics Tech coverage in France as it happens
Prism follows these subjects story by story — which companies are named, what is said about them and how the tone moves.
Momentum
The words getting louder — and quieter Which terms are showing up in more stories than a year ago, and which are fading. The percentage is the change in how many articles mention them.
countries+172% multilateral diplomacy+59% national security strategy+79% free trade deals+43% conceptual rock albums+3320% trade dispute mechanisms+57% international cooperation+47% bilateral trade+54% nuclear proliferation+78% electric vehicle r&d+41%
olympic trials-84% olympic team selections-82% olympic venues-87% summer olympics athletics-95% olympians career highlights-92%
The pressures the press keeps returning to Three recurring angles in France Transportation and Logistics Tech coverage, and whether each is getting more attention year on year (through 2025).
Regulatory Risk ▲ rising
795,783 articles touch this dimension · 28.6% critical tone
2021 2025
signals: territories, disputed islands, countries
Funding Momentum ▲ rising
100,080 articles touch this dimension · 36.1% critical tone
2021 2025
signals: club valuation, inflation reports fx, currency intervention policies
Growth ▲ rising
184,753 articles touch this dimension · 28.5% critical tone
2021 2025
signals: gdp growth rate, nba expansion teams, gdp acceleration
Transportation and Logistics Tech jobs in France: who is hiring and what they ask for Lists 1,764 job postings from 111 employers in the past year, with a median advertised salary of $43 k per year.
1,764 postings · last 12 months
5,209 postings tracked overall
111 employers advertising
$43k median advertised salary/yr (n=144)
What level are these roles?
Entry 25
Intern 45
Senior 127
Lead 52
Manager 255
Most advertised titles
Gestionnaire De Paie H/F 68 Electricien/Electricienne Basse Tension 62 Collaborateur Comptable H/F 44 Manager Transport 35 Conducteur De Train (H/F) 30 Ingénieur Génie Civil (H/F) 27 What Transportation and Logistics Tech research is working on Summarizes 6,419 academic papers, of which 4,038 identify opportunities, 825 outline common problems, and 181 issue cautions.
How this field talks about itself
Transportation and Logistics Tech papers (gold) against all published research (grey)
Promising 48.3% · 37.3% 1.3×
Descriptive 18.2% · 17.2% ≈ par
Breakthrough 14.6% · 26.7% 0.5×
Problem-identifying 12.7% · 9.6% 1.3×
Comparative 3.2% · 3.8% 0.8×
Cautionary 2.8% · 4.5% 0.6×
How the work is done
Methods-led 58.8%
Empirical 30.2%
Reviews 5.5%
Position pieces 4.3%
Theoretical 1.3%
How the research reads
86% positive · 10% neutral · 4% negative , across 6,419 papers.
The institutions behind the field
Northwestern University 872 University of Bologna 792 University of California, Berkeley 691 The University of Texas at Austin 587 Poznań University of Technology 548 Delft University of Technology 521 ranked by how often their work is cited
Researchers who shaped it
Fengqi You · Kara M. Kockelman · Daniele Vigo · Nilay Shah · M. Maciejewski · Joschka Bischoff · Guido Perboli · Roberto Tadei
The most-cited breakthroughs
DeepPool: Distributed Model-Free Algorithm for Ride-Sharing Using Deep Reinforcement Learning · 167 cites Next-Generation Automated Vehicle Location Systems: Positioning at the Lane Level · 135 cites Multiobjective Robust Possibilistic Programming Approach to Sustainable Bioethanol Supply Chain Design under Multiple Uncertainties · 134 cites Sustainable Design and Operation of Cellulosic Bioelectricity Supply Chain Networks with Life Cycle Economic, Environmental, and Social Optimization · 129 cites A Column Generation Algorithm for a Rich Vehicle-Routing Problem · 125 cites Common problems researchers identify 764 papers · 7 recurring themes
→ Problems · theme 01
Supply Chain Management Challenges
155 papers · 20.3% of this block
2022: 1,841 of every 10,000 papers on this subject 2023: 1,936 of every 10,000 papers on this subject 2024: 2,116 of every 10,000 papers on this subject 2025: 2,095 of every 10,000 papers on this subject 2022: 1,841 of every 10,000 papers on this subject 2023: 1,936 of every 10,000 papers on this subject 2024: 2,116 of every 10,000 papers on this subject 2025: 2,095 of every 10,000 papers on this subject ▲ +14% share 2022→2025 share of research on this subject Researchers highlight difficulties in optimizing and managing supply chains, focusing on risk and efficiency.
Supply chain · Supply chain optimization · Supply chain management · Supply chain risk management
“Supply chain optimization”
Problems · theme 02
Fleet Management Operational Issues
143 papers · 18.7% of this block
2022: 551 of every 10,000 papers on this subject 2023: 518 of every 10,000 papers on this subject 2024: 420 of every 10,000 papers on this subject 2025: 186 of every 10,000 papers on this subject 2022: 551 of every 10,000 papers on this subject 2023: 518 of every 10,000 papers on this subject 2024: 420 of every 10,000 papers on this subject 2025: 186 of every 10,000 papers on this subject ▼ -66% share 2022→2025 share of research on this subject Studies point to persistent problems in overseeing large vehicle fleets across aeronautics and ground transport.
Fleet management · Aeronautics · Operations management · Operations research
“Making Fleet Management Easier.”
Problems · theme 03
Transport Engineering Fleet Constraints
136 papers · 17.8% of this block
2022: 622 of every 10,000 papers on this subject 2023: 601 of every 10,000 papers on this subject 2024: 479 of every 10,000 papers on this subject 2025: 310 of every 10,000 papers on this subject 2022: 622 of every 10,000 papers on this subject 2023: 601 of every 10,000 papers on this subject 2024: 479 of every 10,000 papers on this subject 2025: 310 of every 10,000 papers on this subject ▼ -50% share 2022→2025 share of research on this subject Papers discuss obstacles in improving truck operations and fleet coordination within transport systems.
Fleet management · Transport engineering · Truck · Operations management
“EVALUATION OF THE POSSIBILITY OF IMPROVING THE OPERATION OF A TRANSPORT COMPANY IN THE CONTEXT OF THE VEHICLE FLEET MANAGEMENT”
Problems · theme 04
Routing and Positioning Limitations
122 papers · 16.0% of this block
2022: 1,213 of every 10,000 papers on this subject 2023: 1,165 of every 10,000 papers on this subject 2024: 1,022 of every 10,000 papers on this subject 2025: 1,095 of every 10,000 papers on this subject 2022: 1,213 of every 10,000 papers on this subject 2023: 1,165 of every 10,000 papers on this subject 2024: 1,022 of every 10,000 papers on this subject 2025: 1,095 of every 10,000 papers on this subject ▼ -10% share 2022→2025 share of research on this subject Research identifies shortcomings in GPS use, vehicle routing, and public transport tracking.
Global Positioning System · Public transport · Vehicle routing problem · Routing
“A Vehicle Tracking Device with Built-in Safety Features for Public Transportation Systems”
Problems · theme 05
Truck Fuel Efficiency Concerns
102 papers · 13.4% of this block
2022: 439 of every 10,000 papers on this subject 2023: 424 of every 10,000 papers on this subject 2024: 335 of every 10,000 papers on this subject 2025: 320 of every 10,000 papers on this subject 2022: 439 of every 10,000 papers on this subject 2023: 424 of every 10,000 papers on this subject 2024: 335 of every 10,000 papers on this subject 2025: 320 of every 10,000 papers on this subject ▼ -27% share 2022→2025 share of research on this subject Works examine emissions, fuel consumption, and alternative fuels for heavy‑duty trucks.
Truck · Fuel efficiency · Liquefied natural gas · Diesel fuel
“Improvement of environmental compliance of urban transport system through enlarging fleet of gas-engine municipal machinery”
Problems · theme 06
Electric Vehicle Fleet Barriers
56 papers · 7.3% of this block
2022: 576 of every 10,000 papers on this subject 2023: 631 of every 10,000 papers on this subject 2024: 576 of every 10,000 papers on this subject 2025: 551 of every 10,000 papers on this subject 2022: 576 of every 10,000 papers on this subject 2023: 631 of every 10,000 papers on this subject 2024: 576 of every 10,000 papers on this subject 2025: 551 of every 10,000 papers on this subject ▼ -4% share 2022→2025 share of research on this subject Analyses address adoption hurdles, charging complexity, and fleet integration for electric commercial vehicles.
Electric vehicle · Electrification · Electricity · Fleet management
“Potential Users of Electric Mobility in Commercial Transport – Identification and Recommendations”
Problems · theme 07
Biomass Supply Chain Difficulties
50 papers · 6.5% of this block
2022: 776 of every 10,000 papers on this subject 2023: 773 of every 10,000 papers on this subject 2024: 707 of every 10,000 papers on this subject 2025: 662 of every 10,000 papers on this subject 2022: 776 of every 10,000 papers on this subject 2023: 773 of every 10,000 papers on this subject 2024: 707 of every 10,000 papers on this subject 2025: 662 of every 10,000 papers on this subject ▼ -15% share 2022→2025 share of research on this subject Studies focus on raw material sourcing, logistics, and processing challenges for biofuel production.
Biomass · Biofuel · Raw material · Supply chain
“Integrated biomass supply and logistics: a modeling environment for designing feedstock supply systems for biofuel production.”
Cautions 164 papers · 4 recurring themes
→ Cautions · theme 01
Energy and Infrastructure Trade‑offs
70 papers · 42.7% of this block
2022: 666 of every 10,000 papers on this subject 2023: 631 of every 10,000 papers on this subject 2024: 486 of every 10,000 papers on this subject 2025: 311 of every 10,000 papers on this subject 2022: 666 of every 10,000 papers on this subject 2023: 631 of every 10,000 papers on this subject 2024: 486 of every 10,000 papers on this subject 2025: 311 of every 10,000 papers on this subject ▼ -53% share 2022→2025 share of research on this subject Cautionary work warns of fleet management constraints and driver awareness affecting fuel savings.
Fleet management · Fuel efficiency · Transport engineering · Operations management
“Analysis of Fleet Management and Infrastructure Constraints in On-Demand Urban Air Mobility Operations”
Cautions · theme 02
Electrification and Urban Transport Risks
51 papers · 31.1% of this block
2022: 637 of every 10,000 papers on this subject 2023: 611 of every 10,000 papers on this subject 2024: 555 of every 10,000 papers on this subject 2025: 558 of every 10,000 papers on this subject 2022: 637 of every 10,000 papers on this subject 2023: 611 of every 10,000 papers on this subject 2024: 555 of every 10,000 papers on this subject 2025: 558 of every 10,000 papers on this subject ▼ -12% share 2022→2025 share of research on this subject Researchers urge careful planning of electric fleet requirements and charging strategies in cities.
Public transport · Truck · Electrification · Transport engineering
“Performance analysis and fleet requirements of automated demand-responsive transport systems as an urban public transport service”
Cautions · theme 03
Supply Chain Optimization Pitfalls
24 papers · 14.6% of this block
2022: 1,841 of every 10,000 papers on this subject 2023: 1,936 of every 10,000 papers on this subject 2024: 2,116 of every 10,000 papers on this subject 2025: 2,095 of every 10,000 papers on this subject 2022: 1,841 of every 10,000 papers on this subject 2023: 1,936 of every 10,000 papers on this subject 2024: 2,116 of every 10,000 papers on this subject 2025: 2,095 of every 10,000 papers on this subject ▲ +14% share 2022→2025 share of research on this subject Papers caution against overreliance on machine learning without addressing sustainability and risk.
Supply chain · Supply chain optimization · Supply chain management · Supply chain risk management
“Sustainable Supply Chain Management and Optimization”
Cautions · theme 04
Biofuel Production Cost Issues
19 papers · 11.6% of this block
2022: 644 of every 10,000 papers on this subject 2023: 632 of every 10,000 papers on this subject 2024: 603 of every 10,000 papers on this subject 2025: 505 of every 10,000 papers on this subject 2022: 644 of every 10,000 papers on this subject 2023: 632 of every 10,000 papers on this subject 2024: 603 of every 10,000 papers on this subject 2025: 505 of every 10,000 papers on this subject ▼ -22% share 2022→2025 share of research on this subject Analyses highlight cost and scale challenges in biomass processing and supply chain design.
Biofuel · Biomass · Production · Raw material
“Cost optimization of biofuel production – The impact of scale, integration, transport and supply chain configurations”
Opportunities 3,641 papers · 7 recurring themes
→ Opportunities · theme 01
Advanced Supply Chain Solutions
892 papers · 24.5% of this block
2022: 1,841 of every 10,000 papers on this subject 2023: 1,936 of every 10,000 papers on this subject 2024: 2,116 of every 10,000 papers on this subject 2025: 2,095 of every 10,000 papers on this subject 2022: 1,841 of every 10,000 papers on this subject 2023: 1,936 of every 10,000 papers on this subject 2024: 2,116 of every 10,000 papers on this subject 2025: 2,095 of every 10,000 papers on this subject ▲ +14% share 2022→2025 share of research on this subject Opportunities focus on improving performance and resilience through optimized logistics and risk management.
Supply chain · Supply chain management · Supply chain optimization · Supply chain risk management
“Optimization of the supply chain to improve the on-time performance”
Opportunities · theme 02
Vehicle Routing and Service Innovation
641 papers · 17.6% of this block
2022: 316 of every 10,000 papers on this subject 2023: 304 of every 10,000 papers on this subject 2024: 265 of every 10,000 papers on this subject 2025: 263 of every 10,000 papers on this subject 2022: 316 of every 10,000 papers on this subject 2023: 304 of every 10,000 papers on this subject 2024: 265 of every 10,000 papers on this subject 2025: 263 of every 10,000 papers on this subject ▼ -17% share 2022→2025 share of research on this subject Research explores robust routing, fleet sizing, and shared mobility to enhance distribution efficiency.
Vehicle routing problem · Routing · Truck · Service
“Distributionally Robust Optimization Approaches for a Stochastic Mobile Facility Fleet Sizing, Routing, and Scheduling Problem”
Opportunities · theme 03
Predictive Maintenance for Fleets
625 papers · 17.2% of this block
2022: 478 of every 10,000 papers on this subject 2023: 451 of every 10,000 papers on this subject 2024: 350 of every 10,000 papers on this subject 2025: 174 of every 10,000 papers on this subject 2022: 478 of every 10,000 papers on this subject 2023: 451 of every 10,000 papers on this subject 2024: 350 of every 10,000 papers on this subject 2025: 174 of every 10,000 papers on this subject ▼ -64% share 2022→2025 share of research on this subject Studies promote simulation and optimization methods to increase vehicle reliability and reduce downtime.
Fleet management · Predictive maintenance · Transport engineering · Preventive maintenance
“A Simulation and Optimization Methodology for Reliability of Vehicle Fleets”
Opportunities · theme 04
Aviation Fleet Assignment Advances
502 papers · 13.8% of this block
2022: 364 of every 10,000 papers on this subject 2023: 329 of every 10,000 papers on this subject 2024: 200 of every 10,000 papers on this subject 2025: 83 of every 10,000 papers on this subject 2022: 364 of every 10,000 papers on this subject 2023: 329 of every 10,000 papers on this subject 2024: 200 of every 10,000 papers on this subject 2025: 83 of every 10,000 papers on this subject ▼ -77% share 2022→2025 share of research on this subject Works develop integrated approaches for flight scheduling, aircraft routing, and fleet allocation.
Operations research · Fleet management · Scheduling · Aviation
“An Integrated Approach for Airline Flight Selection and Timing, Fleet Assignment, and Aircraft Routing”
Opportunities · theme 05
Smart Tracking and Management
367 papers · 10.1% of this block
2022: 750 of every 10,000 papers on this subject 2023: 726 of every 10,000 papers on this subject 2024: 598 of every 10,000 papers on this subject 2025: 660 of every 10,000 papers on this subject 2022: 750 of every 10,000 papers on this subject 2023: 726 of every 10,000 papers on this subject 2024: 598 of every 10,000 papers on this subject 2025: 660 of every 10,000 papers on this subject ▼ -12% share 2022→2025 share of research on this subject Research highlights IoT‑enabled GPS systems for real‑time vehicle location and logistics coordination.
Global Positioning System · Vehicle tracking system · Tracking system · Automatic vehicle location
“Transportation Management System”
Opportunities · theme 06
Electric Fleet Charging Optimization
342 papers · 9.4% of this block
2022: 451 of every 10,000 papers on this subject 2023: 502 of every 10,000 papers on this subject 2024: 486 of every 10,000 papers on this subject 2025: 460 of every 10,000 papers on this subject 2022: 451 of every 10,000 papers on this subject 2023: 502 of every 10,000 papers on this subject 2024: 486 of every 10,000 papers on this subject 2025: 460 of every 10,000 papers on this subject ▲ +2% share 2022→2025 share of research on this subject Papers propose frameworks for managing battery health, tariffs, and energy use in urban EV fleets.
Electric vehicle · Electrification · Battery · Fleet management
“Electric bus fleet charging management: A robust optimisation framework addressing battery ageing, time-of-use tariffs, and energy consumpti”
Opportunities · theme 07
Sustainable Biofuel Supply Chains
272 papers · 7.5% of this block
2022: 2,361 of every 10,000 papers on this subject 2023: 2,443 of every 10,000 papers on this subject 2024: 2,566 of every 10,000 papers on this subject 2025: 2,485 of every 10,000 papers on this subject 2022: 2,361 of every 10,000 papers on this subject 2023: 2,443 of every 10,000 papers on this subject 2024: 2,566 of every 10,000 papers on this subject 2025: 2,485 of every 10,000 papers on this subject ▲ +5% share 2022→2025 share of research on this subject Studies present multi‑objective designs for environmentally and economically efficient biomass‑based fuel production.
Biomass · Biofuel · Supply chain · Supply chain optimization
“Multi-Objective Optimization to Support the Design of a Sustainable Supply Chain for the Generation of Biofuels from Forest Waste”
Which of these themes are growing fastest Tracks the changing share of research themes worldwide from 2022 to 2025.
Problems
how much more (or less) of the world’s research on this subject each theme took up, 2022→2025
gaining share losing share
Supply Chain Management Challenges ▲+14%
Electric Vehicle Fleet Barriers ▼-4%
Routing and Positioning Limitations ▼-10%
Biomass Supply Chain Difficulties ▼-15%
Truck Fuel Efficiency Concerns ▼-27%
Transport Engineering Fleet Constraints ▼-50%
Fleet Management Operational Issues ▼-66%
Cautions
how much more (or less) of the world’s research on this subject each theme took up, 2022→2025
gaining share losing share
Supply Chain Optimization Pitfalls ▲+14%
Electrification and Urban Transport Risks ▼-12%
Biofuel Production Cost Issues ▼-22%
Energy and Infrastructure Trade‑offs ▼-53%
Opportunities
how much more (or less) of the world’s research on this subject each theme took up, 2022→2025
gaining share losing share
Advanced Supply Chain Solutions ▲+14%
Sustainable Biofuel Supply Chains ▲+5%
Electric Fleet Charging Optimization ▲+2%
Smart Tracking and Management ▼-12%
Vehicle Routing and Service Innovation ▼-17%
Predictive Maintenance for Fleets ▼-64%
Aviation Fleet Assignment Advances ▼-77%
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About this data: built from Fliar's company, founder, funding, hiring, jobs, news and research trackers, covering France. Counts are of companies we track, not of every company that exists. Updated September 2026.
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