Radar · Industry landscape · Brazil
Transportation and Logistics Tech Landscape of Brazil
1,179 Transportation and Logistics Tech companies in Brazil, 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 August 2026.
1,179companies tracked
$2.8Bdisclosed funding
47hiring right now
62events · 24 months
≥284,295news articles · 12 months
Who leads Transportation and Logistics Tech in Brazil
Tracks 1,179 companies, highlighting which are hiring, which have raised funding, and which are most covered, with 47 currently hiring and 71 having disclosed a funding round.
open roles
Hiring now
ranked by live open roles
- 01
Mottu4last posted Jun 2026
- 02
Softruck3last posted Jun 2026
- 03
UMobile3last posted Aug 2026
- 04
fadel transportes3last posted Jul 2026
- 05
Geocontrol3last posted Jun 2026
- 06
Show Tecnologia3last posted Apr 2026
- 07
CloudSat2last posted Aug 2026
- 08
localiza2last posted Nov 2025
47 companies hiring · 2 posted in the last 30 days
disclosed funding
Most funded
disclosed totals, all rounds
- 01
99$515.5MConventional Debt · Feb 2026
- 02
Loggi$485.6MSeries D · Feb 2021
- 03
Cargo X$376.8MSeries F · Oct 2021
- 04
Kovi$164.7MConventional Debt · Aug 2021
- 05
Tembici$158MConventional Debt · Feb 2023
- 06
Buser$143.2MSeries C · Feb 2025
- 07
Turbi$137.6MConventional Debt · Dec 2025
- 08
VOLL$133.3MSeries D · Nov 2025
71 companies with disclosed rounds · $2.8B total
headcount
Largest teams
ranked by tracked headcount
- 01
- 02
Estapar5,054tracked employees
- 03
- 04
- 05
- 06
- 07
- 08
Cobli364tracked employees
31 companies with headcount data
share of events
Share of voice
share of all tracked sector news events, 24 months
- 01
- 02
- 03
LogShare7.3%4 tracked events
- 04
total express7.3%4 tracked events
- 05
- 06
- 07
Skymark5.5%3 tracked events
- 08
Speedbird5.5%3 tracked events
55 tracked events across 23 companies
web reach
Most-used apps
the sites in this sector the web visits most
- 01
ClickBustop 10kclickbus.com.br
- 02
QueroPassagemtop 10kqueropassagem.com.br
- 03
Melhor Enviotop 50kmelhorenvio.com.br
- 04
- 05
Deonibustop 50kdeonibus.com
- 06
Fretebrastop 50kfretebras.com.br
- 07
GW Sistemastop 50kgwsistemas.com.br
- 08
455 companies here run a site with a measured audience · 96 of them sit inside the web’s top million
articles
In the news
Prism news coverage, last 12 months
- 01
VAI≥11articles in the window
- 02
- 03
- 04
ClickBus≥2articles in the window
- 05
- 06
- 07
- 08
11 of these companies drew sector coverage in the window
Radar
See all 1,179 Transportation and Logistics Tech companies in Brazil
Filter by funding, headcount, hiring and location, and export the list.
How the Transportation and Logistics Tech ecosystem in Brazil grew, 2016–2025
Shows yearly company founding counts, peaking at 104 in 2019 and dropping to 1 in 2025.
Companies founded / year
new Transportation and Logistics Tech companies in Brazil
20162025
peak 104 in 2019
Companies raising / year
with a disclosed round that year
20162025
peak 20 in 2021
Disclosed funding / year
sum of disclosed rounds (USD)
20162025
peak $832.9M in 2021
Where Transportation and Logistics Tech companies in Brazil are based
Lists the cities with the most companies, led by São Paulo with 254 firms, followed by Rio de Janeiro, Belo Horizonte, Curitiba, and Porto Alegre.
Hub 01
Sao Paulo
254 Transportation and Logistics Tech companies
51% of the Transportation and Logistics Tech companies across these hubs
254companies
$2.5Bdisclosed funding
13hiring now
generated artwork
Hub 02
Rio De Janeiro
56 Transportation and Logistics Tech companies
11% of the Transportation and Logistics Tech companies across these hubs
56companies
$963kdisclosed funding
2hiring now
Hub 03
Belo Horizonte
54 Transportation and Logistics Tech companies
11% of the Transportation and Logistics Tech companies across these hubs
54companies
$144.3Mdisclosed funding
5hiring now
Hub 04
Curitiba
39 Transportation and Logistics Tech companies
8% of the Transportation and Logistics Tech companies across these hubs
39companies
$55.1Mdisclosed funding
Hub 05
Porto Alegre
26 Transportation and Logistics Tech companies
5% of the Transportation and Logistics Tech companies across these hubs
26companies
$2.4Mdisclosed funding
1hiring now
Hub 06
Betim
25 Transportation and Logistics Tech companies
5% of the Transportation and Logistics Tech companies across these hubs
25companies
Hub 07
Fortaleza
21 Transportation and Logistics Tech companies
4% of the Transportation and Logistics Tech companies across these hubs
21companies
Hub 08
Chapeco
20 Transportation and Logistics Tech companies
4% of the Transportation and Logistics Tech companies across these hubs
20companies
$493kdisclosed funding
1hiring now
generated artwork
The Transportation and Logistics Tech market map of Brazil: what these companies actually do
Breaks down product sub‑categories and revenue models, noting enterprise tech (829 firms) and subscription (935 firms) as the largest groups.
- Enterprise Tech829 companies · $1.5B raised · 34 hiring
- Enterprise Software460 companies · $190.2M raised · 25 hiring
- Consumer Digital451 companies · $1.9B raised · 10 hiring
- SaaS331 companies · $166.7M raised · 14 hiring
- Fleet Management318 companies · $93.5M raised · 12 hiring
- Logistics SaaS287 companies · $166.6M raised · 12 hiring
- Gig Employers189 companies · $1.1B raised · 2 hiring
- Marketplaces188 companies · $1.3B raised · 5 hiring
- Shared Mobility148 companies · $1.2B raised · 5 hiring
- B2C E-Commerce112 companies · $666.6M raised · 1 hiring
- Cab Ride-Hailing109 companies · $522.6M raised · 1 hiring
- Travel and Hospitality SaaS94 companies · $650k raised · 2 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.
Subscription935
Commission on Transaction405
E-Commerce - Service275
Fee-For-Service192
Advertising58
E-Commerce - Product33
Renting / Leasing20
Physical Commerce19
Funding, M&A and the deals moving Transportation and Logistics Tech in Brazil
Records 62 corporate events over the past two years, including mergers and acquisitions (18), key‑person moves (11), and funding rounds (10).
M&A 18Leadership 11Funding 10Announcement 7Assets 5Capital 4Lawsuit 3Buyback 1Regulatory 1Earnings 1
- FundingSpeedbird Aero, a Brazilian unmanned air logistics startup, has just raised $5.8 million (R$ 30.2 million). The resources came from iFood and six other investment funds and are a bridge investment that will capitalize the company until the realization of a Series B round, scheduled to happen by the end of this year.2026-02-20
- M&AWarburg Pincus has acquired a controlling stake in Brazil’s corporate travel and expense platform Voll through a $123 million investment.2025-12-04
- M&AThe software giant for supply chain NSTech is making its 37th acquisition with Runtec, specializing in logistics monitoring, control tower and scheduling for the food retail.2025-11-03
- M&AMichelin has brought together under the Michelin Connected Fleet brand three data science companies acquired over the past ten years: Sascar in Brazil, Nextraq in the United States and Masternaut in Europe.2025-10-27
- M&AOn Tuesday (2), the Brazilian specialist in business management software Sankhya announced the acquisition of Lincros, a Catalan company for logistics management solutions with AI.2025-09-02
- FundingThe 99, from the Chinese group DiDi Global, informed this Tuesday (12) that half of its investment of R $ 1 billion in the segment of food delivery in Brazil will be directed to the capital of São Paulo and cities of the metropolitan region, such as Guarulhos, Osasco, Santo André and São Bernardo do Campo.2025-08-12
- M&AAfter a six-month hiatus, nstech buys Gasola, a fuel management and automation startup.2025-07-03
- M&AIn January he acquired TexLog, the leader of deliveries in Rio de Janeiro.2025-05-15
- M&AEdenred, a digital platform for services and means of payment and holder of Ticket, Edenred Ticket Log, Edenred Repom, Taggy, Edenred Pay and Punto brands in Brazil, made public in 2023 the combination of assets between its operations at Edenred Repom, the brand of its Mobility business line, and Pagbem.2025-05-08
- FundingThe Baiana startup specialized in climate intelligence i4sea has just announced the capture of a Seed round worth R$ 7.5 million, led by the Govtech Fund, managed by KPTL and Cedro Capital, with participation from Polaris Investments.2025-04-24
Mergers and acquisitions
Deals from the last 24 months where a Transportation and Logistics Tech company in Brazil 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 |
|---|---|---|---|---|
| $123M | Completed | 2025-12-04 | ||
| undisclosed | — | 2025-11-03 | ||
| undisclosed | Completed | 2025-10-27 | ||
| RJ Participations | undisclosed | Announced | 2025-09-19 | |
| undisclosed | Announced | 2025-09-02 | ||
| undisclosed | Announced | 2025-07-24 |
Who is listing, hiring leaders, launching and winning work
Regulatory & litigation
1 regulatory events · 3 tracked suits · 24 months
- keeta v 99restricting restaurants from working with more than two delivery platforms · FiledAug 2025
- 99 v keetause of colours, graphics and font similar to 99’s platform · FiledAug 2025
Who is building Transportation and Logistics Tech in Brazil
Profiles 311 founders and CEOs across 239 firms, noting common alma maters such as MIT (4) and prior employers like Goldman Sachs (1).
Founders and chief executives12 of 311, from the best-funded companies on this page
Ex-Wayra Consultoria, TAG Investimentos, Claritas Investimentos. University of Sa o Paulo 2010
Voll, ex-Btm Corporate, ex-Localiza Hertz, Fundação Getulio Vargas FGV, 2005
Ex-Founder Dr. Vendedor, WPG Investments, GP Investments, AMERICA LATINA LOGISTICA. Pontificia Universidade Catolica do Parana BBA 2010…
Founder First Help Financial. Duke University BS 2006, Harvard Business School MBA 2012
Ex-Sertrading, Co-Founder Solatina, Accenture. University of Sao Paulo BM 2003, IESE Business School MBA 2018
ex-TCP, BRF. Educational Group Uninter 2006, UEPR - Parana State University 2008
Founder Portal Catalao Internet Services.
Founder RG Logistics & SupplyChain, Aeropark Uberlândia, ex-Algar Agro. Estacio BBA 2001, Salvador University MBA 2003
Infleet, ex-Inovapoli Escola Politecnica Da Ufba, ex-Ford Motor, Universidade Federal da Bahia, 2018
Where the founders studied
alma mater on record for 14 of 311 founders
Massachusetts Institute of Technology4
Harvard Business School3
INSEAD2
Harvard University2
IESE Business School2
Pontifical Catholic University of Rio de Janeiro2
Wharton School1
Duke University1
Where they worked before
a previous employer on record for 4 of 311 founders
Goldman Sachs1
McKinsey1
Amazon1
Boston Consulting Group1
Intel1
Radar
Look up the people behind Transportation and Logistics Tech companies in Brazil
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Who funds Transportation and Logistics Tech in Brazil
Summarizes 148 funding rounds since 2016 from 187 investors, with an average round size of $2.8 million.
| Investor · most active investors since 2016 | Rounds | Led | Latest |
|---|---|---|---|
| Valor Capital Group | 14 | 4 | Apr 2024 |
| Monashees | 10 | 1 | Nov 2025 |
| DOMO | 7 | 5 | Sep 2025 |
| Qualcomm Ventures | 6 | 1 | Jul 2023 |
| Caravela Capital | 6 | — | Jul 2024 |
| IFC | 5 | 3 | Jul 2023 |
| Endeavor | 5 | — | Sep 2025 |
| Goldman Sachs Investment Partners | 4 | 2 | Apr 2020 |
| GV Angels | 4 | 2 | May 2023 |
| Onevc | 4 | 2 | Jun 2024 |
Stage mix · rounds since 2016
Seed & Angel76
Series A–B36
Series C+ / PE21
Grants, debt & other15
The typical round is $2.8M — half were bigger, half smaller.
The biggest Transportation and Logistics Tech funding rounds in Brazil
Highlights the biggest disclosed round—Loggi’s $205 million Series D—and lists ten large recent rounds.
| Company | Round | Size | When | Backers |
|---|---|---|---|---|
| Series D | $205M | Feb 2021 | Capsur Capital, Verde Asset Management, Monashees +4 more | |
| Series F | $200M | Oct 2021 | SoftBank Group, Tencent, Valor Capital Group +2 more | |
| Series C | $150M | Jun 2019 | Microsoft, VELT Partners, GGV Capital +2 more | |
| Series C | $138M | Jun 2021 | Valor Capital Group, Lightrock, SoftBank +1 more | |
| Series C | $137.5M | Jul 2017 | — | |
| Series D | $132.5M | Nov 2025 | Warburg Pincus | |
| Series B | $111M | Oct 2018 | SoftBank Vision Fund, Iporanga Ventures, Kaszek | |
| Series B | $104M | Aug 2021 | Valor Capital Group, Prosus, Quona +5 more | |
| Series C | $100M | May 2017 | SoftBank | |
| Series C | $100M | Jan 2017 | DiDi, Riverwood Capital |
Venture round sizes · 2023–2025
<$1M8
$1–10M23
$10–50M7
$50–250M2
>$250M0
40 venture rounds with a disclosed amount in the window.
Fresh cheques · last 6 months
Seed$3MFeb 2026
What the news says about Transportation and Logistics Tech in Brazil
Counts 284,295 news articles in the last year, most often covering international geographic entities, geopolitical disputes, and administrative divisions.
News volume
Transportation and Logistics Tech coverage across Brazil · articles per quarter
2021Q22026Q1
peak ≥179,839 in 2025Q3 · ≥284,295 articles in the last 12 tracked months
Tone of coverage
share of articles by dominant sentiment (positive / neutral / negative)
202120232025
Positive-tone share moved 46% → 28%, negative 32% → 44% across 2021–2025.
What the coverage is about
The subjects that dominate Transportation and Logistics Tech news in Brazil. The arrow shows whether each one is being written about more or less than a year ago.
- International and transnational geographic entities≥300,119▲+33%
- Geopolitical disputes and contested areas≥300,117▲+33%
- Administrative and political subdivisions≥300,083▲+33%
- International sports competitions≥28,399▼-37%
- Professional league updates≥15,657▲+11%
- Cryptocurrency impact on forex markets≥15,164▲+12%
- International political relations≥13,427▼-21%
- Olympic games coverage≥11,909▼-67%
- Trade policies and agreements≥11,872▲+58%
- Athlete transfer rumors≥11,233▲+11%
Most-covered companies · last 12 months
- ≥11
- ≥2
- ≥2
- ≥2
- ≥2
- ≥2
- ≥2
- ≥2
- ≥2
- ≥1
11 Transportation and Logistics Tech companies here were named in the news over this period.
Prism
Watch Transportation and Logistics Tech coverage in Brazil 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+138%tariff negotiations+61%trade dispute mechanisms+80%free trade deals+42%climate protests+41%angel investors+232%climate mobilization+42%bilateral trade+50%preferential tariff+83%tariff rate quota+94%
olympic team selections-84%olympic trials-83%geopolitical alliances-37%ronaldo-41%summer olympics athletics-93%
The pressures the press keeps returning to
Three recurring angles in Brazil Transportation and Logistics Tech coverage, and whether each is getting more attention year on year (through 2025).
Regulatory Risk ▲ rising
≥628,666 articles touch this dimension · 16.3% critical tone
20212025
signals: territories, disputed islands, countries
Funding Momentum ▲ rising
≥47,178 articles touch this dimension · 33.4% critical tone
20212025
signals: angel investors, early-stage investment, asset acquisition
Growth ▲ rising
≥126,233 articles touch this dimension · 26.8% critical tone
20212025
signals: gdp growth rate, economic growth statistics, economic output growth
Transportation and Logistics Tech jobs in Brazil: who is hiring and what they ask for
Shows a single job posting in the past year from two employers, emphasizing skills such as logistics, KPI, sales, purchasing, and supply chain.
1postings · last 12 months
2postings tracked overall
2employers advertising
Demand
The Skills Employers Ask For
What Transportation and Logistics Tech employers in Brazil put in their job ads. The bar is how many postings ask for it; the arrow shows whether demand grew or shrank against the year before.
- logistics2→
- kpi1▼
- sales1→
- purchasing1▲
- supply chain1▲
- revenue collection1▲
- process improvement1→
What Transportation and Logistics Tech research is working on
Indexes 6,419 academic papers, with 4,038 identifying opportunities and 825 describing common problems.
How this field talks about itself
Transportation and Logistics Tech papers (gold) against all published research (grey)
Promising48.3% · 37.1%1.3×
Descriptive18.2% · 17.2%≈ par
Breakthrough14.6% · 26.6%0.5×
Problem-identifying12.7% · 9.7%1.3×
Comparative3.2% · 3.8%0.8×
Cautionary2.8% · 4.6%0.6×
Transportation and Logistics Tech literature runs 1.3× more “promising” than science at large (48.3% vs 37.1% baseline).
How the work is done
Methods-led58.8%
Empirical30.2%
Reviews5.5%
Position pieces4.3%
Theoretical1.3%
How the research reads
86% positive · 10% neutral · 4% negative, across 6,419 papers.
The institutions behind the field
- 872
- 792
- 691
- 587
- 548
- 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 identify764 papers · 7 recurring themes
Problems · theme 01
Supply Chain Management Challenges
155 papers · 20.3% of this block
▲ +14% share2022→2025 share of research on this subject
Researchers highlight difficulties in optimizing and securing supply chain operations.
Supply chain · Supply chain optimization · Supply chain management · Supply chain risk management
“Supply chain optimization”
155 of these papers raise it as a problem
Problems · theme 02
Fleet Management Complexity
143 papers · 18.7% of this block
▼ -68% share2022→2025 share of research on this subject
Papers discuss obstacles in overseeing large vehicle fleets across industries.
Fleet management · Aeronautics · Operations management · Operations research
“Making Fleet Management Easier.”
143 of these papers raise it as a problem
Problems · theme 03
Transport Engineering Bottlenecks
136 papers · 17.8% of this block
▼ -50% share2022→2025 share of research on this subject
Studies point to inefficiencies in truck operations and fleet coordination.
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”
136 of these papers raise it as a problem
Problems · theme 04
Routing and Positioning Issues
122 papers · 16.0% of this block
▼ -8% share2022→2025 share of research on this subject
Works examine problems with vehicle routing, GPS reliability, and public transit tracking.
Global Positioning System · Public transport · Vehicle routing problem · Routing
“A Vehicle Tracking Device with Built-in Safety Features for Public Transportation Systems”
122 of these papers raise it as a problem
Problems · theme 05
Fuel Efficiency and Emissions
102 papers · 13.4% of this block
▼ -34% share2022→2025 share of research on this subject
Research flags high fuel consumption and environmental impact of 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”
102 of these papers raise it as a problem
Problems · theme 06
Electric Vehicle Fleet Integration
56 papers · 7.3% of this block
▼ -6% share2022→2025 share of research on this subject
Authors note hurdles in adopting electric trucks and managing charging demands.
Electric vehicle · Electrification · Electricity · Fleet management
“Potential Users of Electric Mobility in Commercial Transport – Identification and Recommendations”
56 of these papers raise it as a problem
Problems · theme 07
Biomass Supply Chain Constraints
50 papers · 6.5% of this block
▼ -8% share2022→2025 share of research on this subject
Papers identify logistical and material challenges in biofuel feedstock sourcing.
Biomass · Biofuel · Raw material · Supply chain
“Integrated biomass supply and logistics: a modeling environment for designing feedstock supply systems for biofuel production.”
50 of these papers raise it as a problem
Cautions164 papers · 4 recurring themes
Cautions · theme 01
Energy‑Saving Fleet Strategies
70 papers · 42.7% of this block
▼ -55% share2022→2025 share of research on this subject
Cautionary studies warn about limited gains and operational trade‑offs in fuel‑efficiency initiatives.
Fleet management · Fuel efficiency · Transport engineering · Operations management
“Analysis of Fleet Management and Infrastructure Constraints in On-Demand Urban Air Mobility Operations”
70 of these papers raise it as a problem
Cautions · theme 02
Electrification of Public and Freight Transport
51 papers · 31.1% of this block
▼ -9% share2022→2025 share of research on this subject
Research urges careful assessment of charging infrastructure and performance impacts.
Public transport · Truck · Electrification · Transport engineering
“Performance analysis and fleet requirements of automated demand-responsive transport systems as an urban public transport service”
51 of these papers raise it as a problem
Cautions · theme 03
Supply Chain Optimization Risks
24 papers · 14.6% of this block
▲ +14% share2022→2025 share of research on this subject
Analyses caution against over‑reliance on data‑driven models without robust risk handling.
Supply chain · Supply chain optimization · Supply chain management · Supply chain risk management
“Sustainable Supply Chain Management and Optimization”
24 of these papers raise it as a problem
Cautions · theme 04
Biofuel Production Trade‑offs
19 papers · 11.6% of this block
▼ -16% share2022→2025 share of research on this subject
Studies highlight cost and scale uncertainties in biomass‑to‑fuel pathways.
Biofuel · Biomass · Production · Raw material
“Cost optimization of biofuel production – The impact of scale, integration, transport and supply chain configurations”
19 of these papers raise it as a problem
Opportunities3,641 papers · 7 recurring themes
Opportunities · theme 01
Advanced Supply Chain Optimization
892 papers · 24.5% of this block
▲ +14% share2022→2025 share of research on this subject
Opportunities focus on improving logistics efficiency and resilience through sophisticated models.
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 Design
641 papers · 17.6% of this block
▼ -19% share2022→2025 share of research on this subject
Research explores innovative routing methods for dynamic, shared mobility services.
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
▼ -63% share2022→2025 share of research on this subject
Papers propose data‑driven approaches to extend vehicle life 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 Scheduling Advances
502 papers · 13.8% of this block
▼ -75% share2022→2025 share of research on this subject
Works present integrated solutions for airline fleet assignment and routing.
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 Location Systems
367 papers · 10.1% of this block
▼ -13% share2022→2025 share of research on this subject
Opportunities highlight IoT‑enabled GPS tracking for real‑time fleet management.
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
→ +2% share2022→2025 share of research on this subject
Research targets efficient charging schedules and battery health for urban electric 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
▲ +6% share2022→2025 share of research on this subject
Studies aim to balance economic, environmental, and social goals in 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 sharelosing share
Supply Chain Management Challenges▲+14%
Electric Vehicle Fleet Integration▼-6%
Biomass Supply Chain Constraints▼-8%
Routing and Positioning Issues▼-8%
Fuel Efficiency and Emissions▼-34%
Transport Engineering Bottlenecks▼-50%
Fleet Management Complexity▼-68%
Cautions
how much more (or less) of the world’s research on this subject each theme took up, 2022→2025
gaining sharelosing share
Supply Chain Optimization Risks▲+14%
Electrification of Public and Freight Transport▼-9%
Biofuel Production Trade‑offs▼-16%
Energy‑Saving Fleet Strategies▼-55%
Opportunities
how much more (or less) of the world’s research on this subject each theme took up, 2022→2025
gaining sharelosing share
Advanced Supply Chain Optimization▲+14%
Sustainable Biofuel Supply Chains▲+6%
Electric Fleet Charging Optimization▲+2%
Smart Tracking and Location Systems▼-13%
Vehicle Routing and Service Design▼-19%
Predictive Maintenance for Fleets▼-63%
Aviation Fleet Scheduling Advances▼-75%
Prism
Go deeper on Transportation and Logistics Tech research and innovation
Research themes, patent activity and the companies commercialising them, in one place.
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About this data: built from Fliar's company, founder, funding, hiring, jobs, news and research trackers, covering Brazil. Counts are of companies we track, not of every company that exists. Updated August 2026.
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