Industry landscapes
Get Pro
Industry report

Funding and advertised pay are reported in USD; filed accounts retain their stated source currency and basis.

Exchange-rate basis

Indicative conversions use ECB reference rates dated 2026-09-14, applied consistently across all periods. They are not historical exchange rates. Indian rupees may use crore (1 crore = 10 million); other currencies use K, M and B. CSV downloads, source documents and quoted news headlines retain their original currencies.

THE MEXICO EDITION 2026

Mexico’s
transportation and logistics industry,
in focus.

The companies, capital and talent shaping transportation and logistics in Mexico. Find the leaders. Understand the segments. See where the activity is.

Explore in Radar Read the key signals
Snapshot: Funding in USD
Illustrated cover for Transportation and Logistics Industry Landscape of Mexico
MX
COMPANIES · CAPITAL · TALENT

An industry ecosystem,
measured in context.

Transportation and Logistics illustration
Companies tracked 594Transportation and Logistics ecosystem in Mexico Disclosed funding $377.9M2 companies · all recorded rounds Companies hiring 11With open roles at the snapshot Tracked open roles 180 employers posted in the preceding 30 days
MEET THE COMPANIES

Explore Mexico’s transportation and logistics leaders

21 featured companies from the funding, hiring, revenue and team-size leaderboards.

Expand panel +
Explore the full landscape
Transportation and Logistics company highlights in Mexico, snapshot 1 September 2026
Company
Traxiontraxion.global$227.9M—20,088—
Viva Aerobusvivaaerobus.com$150M—1,109—
AISGaisg.aero—3 roles76—
Davattadavatta.com—3 roles——
Aeromexicoaeromexico.com—2 roles13,868—
Alpha Expressalphaexpress.com.mx—2 roles——
EO Consultingeo-pc.com—2 roles——
KLS Logisticskls-logistics.com—1 roles——
TIBAtibagroup.com—1 roles250—
grupo logístico mexicano (glm)glmex.com—1 roles——
AICMaicm.com.mx————
Atlasmexatlasmex.com.mx————
Awesome-Cargoawesome-cargo.com————
BLK Global Logisticsblk.global——13—
Estafetaestafeta.com————
Europcareuropcar.com.mx————
Grupo Mexicogmexico.com——30,475—
Mexrentacarmexrentacar.com————
Solisticasolistica.com——1—
Volarisvolaris.com————
grupo cargoquincargoquin.com————
21 featured companies

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 ↗

Company discovery

Recorded evidence only

Explore the live startup set in Radar

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 ↗
THE KEY SIGNALS

Transportation and Logistics industry KPIs in Mexico

A few useful ratios bring the size of this ecosystem into perspective.

1 September 2026
Hiring participation1.9%

11 of 594 tracked companies have open roles.

Funding participation1.0%

6 of 594 tracked companies have a recorded round.

Top 3 funding share100.0%

Share of disclosed capital received by the three largest recorded recipients.

Median disclosed round$227.9M

Midpoint of 2 rounds with a disclosed amount.

Scale is concentrated. Opportunity is broader. The three largest funding recipients hold 100.0% of disclosed capital, while 99.0% of tracked companies have no recorded funding round.

Explore the segments →
CAPITAL & COMPANY FORMATION

How Mexico transportation and logistics has grown

Recorded company formation and disclosed funding across the complete annual series shown.

Expand panel +
2016 — 2025

Disclosed funding by year

Sum of recorded funding rounds · USD

Mexico transportation and logistics
$0$64.95M$129.9M$194.85M$259.81M2016: $020162017: $020172018: $227.9M20182019: $020192020: $020202021: $150M20212022: $020222023: $020232024: $020242025: $02025
View the numbers
Annual transportation and logistics funding and company formation in Mexico
YearFunding (USD)FoundedRaising
2016$0160
2017$0220
2018$227.9M231
2019$0170
2020$0350
2021$150M141
2022$080
2023$070
2024$000
2025$000
WHERE CAPITAL SITS

Funding concentration

Share of all disclosed company funding.

  • Traxion60.3%
  • Viva Aerobus39.7%
  • No additional disclosed recipient0%
  • Other companies0.0%

Funding by stage

6 recorded rounds since 2016

NUMBER OF ROUNDS
Seed & Angel1 16.7%
Series A–B2 33.3%
Series C+ / PE0 0.0%
Grants, debt & other3 50.0%

Recent recorded rounds

Latest recorded rounds · USD
0 rounds

Swipe or scroll horizontally to browse.

THE BUSINESS BEHIND THE ACTIVITY

Revenue, profitability & financial strength

Expand panel +

Annual accounts availability

No reviewed exact national-ID connector has yet been qualified for Mexico; this is a checked implementation boundary, not evidence that filings are absent.

DIGITAL FOOTPRINT

Web traffic, app reach and release cadence

How the Mexico companies on this page show up online: the sites people visit, the apps they install, and how often those apps ship.

Busiest websites

7 of the 596 companies on this page carry a measured traffic record (1.2%); these are the largest of those, by monthly visits. The median among them is 87,179 visits.

CompanyMonthly visitsAuthorityMobile
Viva Aerobusvivaaerobus.com10,134,2217480.5%
Volarisvolaris.com7,903,9887674%
Estafetaestafeta.com7,464,4826387.5%
AICMaicm.com.mx87,1795860.7%
Traxiontraxion.global69,2053685.9%
ravisaravisa.com36,7388100%
grupo cargoquincargoquin.com896190%

Visits and authority are third-party web estimates, not company-reported figures.

Most-installed apps

33 of these companies (5.5%) publish at least one Android app — 59 apps in all, carrying 10.7M installs between them.

AppInstallsRatingStore category
VivaViva Aerobus5.6M4.6Travel & Local
VolarisVolaris3.5M3.8Travel & Local
Estafeta MóvilEstafeta1.3M3.1Productivity
Citi: Sigue tu ruta en tiempo Sendaciti166.4K4.5Travel & Local
Entrega ExternosEstafeta41.4K—Productivity
EncontrolEncontrack39.1K—Maps & Navigation
AircabAircab30.2K—Maps & Navigation
Aliados EstafetaEstafeta30.1K—Productivity
BeepyMybeepy14.1K—Travel & Local
TTC Tracking12.6K—Maps & Navigation

Installs are lifetime totals to date at the June 2026 store reading — a measure of reach, not of people using an app today.

App reach by segment

The busiest app inside each of this page’s own segments, with the quarterly release trend behind it (2023Q2–2026Q1).

SegmentAppsInstallsLeading appRelease trend
Passenger Airlines510.4MViva 5.6M
Freight Forwarders281.4MEstafeta Móvil 1.3M
Trucking1359.7KEncontrol 39.1K
Car Rentals447.9KAircab 30.2K
Cep413.3KSuperBeta 10.3K
Port Operators212.5KATP MOBILE 9.6K
Warehousing48.8KConvoy360 6.4K
Port Agents234Crosstrack 18

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.

Release cadence by quarter

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.

2023Q2: 32023Q2: 02023Q22023Q3: 32023Q3: 12023Q32024Q2: 12024Q2: 02024Q22025Q1: 12025Q1: 22025Q12025Q3: 12025Q3: 72025Q32025Q4: 12025Q4: 92025Q42026Q1: 12026Q1: 112026Q1

Darker bars are new releases, lighter bars apps updated. 28 of 59 apps carry a release date. The series ends at 2026Q1, the last quarter that closed before the June 2026 reading.

INSIDE THE INDUSTRY

The Mexico transportation and logistics market map

Explore the segments behind the headline numbers.

Expand panel +

Where companies are building

Rank segments by scale, hiring or disclosed funding.

Segment data unavailable0

Companies can sit in several segments. Counts and funding overlap.

SEGMENT TO EXPLORE

Segment data unavailable

The largest measured segment in this report snapshot.

0companies
0%have hiring activity

0 companies hiring · $0 disclosed funding

Explore in Radar

How companies make money

Common revenue models; a company can use more than one.

THE COMPANIES IN MOTION

Who is listing, hiring leaders, launching and winning work

Recorded corporate activity linked to companies in this landscape.

Expand panel +
Recent corporate headlines 9 dated reports
IPO activityaeromexico.com ↗

Grupo Aeromexico had issued 11,727,325 shares in its IPO on November 6th. The total size of the offering was $222,819,175 based on an initial share price of $19.00.

Mergers & acquisitionsvolaris.com ↗

Mexico's two major low-cost carriers, Viva Aerobus and Volaris, have decided to enter an equal merger partnership.

Mergers & acquisitionsvivaaerobus.com ↗

The two most-traffic airlines in Mexico, Volaris and Viva Aerobus, said Thursday that they have agreed to merge, creating a new group of low-cost airlines that would become the country's largest national airline.

Mergers & acquisitionsgmexico.com ↗

Mining magnate German Larrea’s conglomerate, Grupo Mexico SAB, said it accepts Citigroup Inc.’s decision to reject its $9.3 billion offer for the US bank’s Grupo Financiero Banamex business.

Mergers & acquisitionsestafeta.com ↗

On September 18, 2025, United Parcel Service, Inc. (NYSE:UPS) terminated its planned acquisition of Estafeta.

Mergers & acquisitionsweport.global ↗

Radiant Logistics announced Tuesday that it has acquired an 80% equity stake in Mexico City-based transportation and logistics provider Weport.

Mergers & acquisitionstibagroup.com ↗

Tiba points out that 'it seeks to consolidate both the product, the operations and the air service, which offers great opportunities for growth both national and international and the strengthening of its position as logistic bridge between Latin America, Europe and Asia.'

Company announcementscontecon.mx ↗

Contecon Manzanillo has handled more than 12 million TEUs (Twenty-foot Equivalent Units) since it began operations in 2013.

Leadership movesatlasmex.com.mx ↗

IAMX-Validated member Atlasmex Relocations has announced the appointment of Lisa Beranich, CRP, GMS-T, AMP as Director of Business Development.

Full recorded event mix

Top 9 categories among 69 recorded events in the 24-month window.

Company announcements
22
Mergers & acquisitions
17
Earnings
8
Lawsuit
5
IPO activity
5
Asset acquisitions
5
Contracts
4
Regulatory
2
Leadership moves
1
5 activity cards

Swipe or scroll horizontally to browse.

IPO pipeline

1 companies with recorded IPO activity

Aeromexico ↗

IPO · NYSE6 reports

Leadership moves

1 tracked people moves

Atlasmex ↗
Lisa Beranich

Appointment Director of Business Development

Contract wins

2 recorded customer wins

Volaris ↗

Customer: vivaAirline

Customer: emirates groupAviation

Regulatory events

2 recorded events

Aeromexico ↗

ordered to unwind joint ventureU.S. Transportation Department

Aeromexico ↗

proposed withdrawal of antitrust immunityU.S. Department of Transportation

Litigation

6 tracked suits

Company
u.s. department of transportation, u.s. department of justic v delta air lines, aeromexico

antitrust action over joint venture dissolutionRegulatory · Filed

Company
Department of Transportation v Delta-Aeromexico joint venture, delta, aeromexico

challenge DOT order to terminate Delta-Aeromexico joint ventureCivil · Filed

Mergers and acquisitions

Company-linked deal reports; status is preserved as recorded.

Acquirer → targetStatusDateValue / context
Viva Aerobus→Volaris ↗Announced2025-12-21Not stated in snapshot
Volaris→Viva Aerobus ↗Announced2025-12-19Not stated in snapshot
UPS→Estafeta ↗Terminated2025-11-03Not stated in snapshot
Grupo Mexico→Grupo Financiero BanamexTerminated2025-10-10$9.3B
Grupo Mexico→Financial Group BanamexAnnounced2025-10-07Not stated in snapshot
Grupo Mexico→Banamex Financial GroupAnnounced2025-10-04Not stated in snapshot

A discussion or rumour is not a completed transaction. An unstated value is not zero.

PEOPLE & OPPORTUNITY

The talent market

2 postings in the preceding 12 months. The full 7-posting snapshot covers 6 employers.

Expand panel +

Most advertised job titles

Logistics Planner1
Internal Logistics Manager1
Manufacturing / Logistics Quality Assurance Senior Engineer1
0 internship postings

0 tracked postings mention remote work.

The seniority mix

2 postings specify a level.

unspecified
5
senior
1
intern
1

Skills employers mention

Top skills across 7 tracked postings in the available jobs snapshot.

Logistics
4
Transportation
2
Supply Chain
2
Microsoft Office Suite
2
Sortation/Material Handling Systems
1
Fulfillment
1
Customs Knowledge
1
Rf/Bar Coding Technology
1
As400
1
Operations
1
THE PEOPLE BUILDING THE FIELD

Founders and leaders

38 founders and chief executives across 32 companies.

Expand panel +
12 profiles

Swipe or scroll horizontally to browse.

Education networks

2 profiles with education records.

Stanford Business School
1
Stanford University
1
The University of Hong Kong
1

Prior employers

0 profiles with prior-work records.

Profiles cover recorded founders and leaders; contact details remain in Radar.

NEWS INTELLIGENCE

How this industry appears in the news

247,376 articles in the measured 12-month window.

Expand panel +
247,376articles in the measured year
50,373articles in 2026Q1
35.5%positive tone in the latest complete year

News volume trends

Transportation and Logistics coverage across Mexico · articles per complete quarter

037,57375,145112,718150,2902021Q2: 40,5682021Q22021Q3: 43,3842021Q4: 37,5322022Q1: 40,4832022Q2: 41,9112022Q22022Q3: 41,3452022Q4: 54,6502023Q1: 55,0842023Q2: 52,2292023Q22023Q3: 62,2222023Q4: 50,2212024Q1: 62,2972024Q2: 67,6942024Q22024Q3: 65,1002024Q4: 78,7182025Q1: 130,6872025Q2: 71,3072025Q22025Q3: 96,2442025Q4: 43,5152026Q1: 50,3732026Q1
View quarterly article counts
QuarterArticles
2021Q240,568
2021Q343,384
2021Q437,532
2022Q140,483
2022Q241,911
2022Q341,345
2022Q454,650
2023Q155,084
2023Q252,229
2023Q362,222
2023Q450,221
2024Q162,297
2024Q267,694
2024Q365,100
2024Q478,718
2025Q1130,687
2025Q271,307
2025Q396,244
2025Q443,515
2026Q150,373

Article volume measures coverage, not market sales.

Tone of coverage over time

2021
58,460 positive · 31,327 neutral · 41,371 negative
2022
81,012 positive · 47,380 neutral · 49,735 negative
2023
104,467 positive · 59,070 neutral · 55,941 negative
2024
104,607 positive · 95,768 neutral · 73,089 negative
2025
121,183 positive · 95,386 neutral · 124,777 negative

Leading coverage topics

Transportation and Logistics coverage across Mexico · ranked by full-period article count.

Geopolitical Disputes And Contested Areas237,285 articles in the full recorded period
52,243 recent · 80,156 prior
International And Transnational Geographic Entities237,242 articles in the full recorded period
52,245 recent · 80,117 prior
Administrative And Political Subdivisions237,182 articles in the full recorded period
52,233 recent · 80,080 prior
Trade Policies And Agreements23,556 articles in the full recorded period
6,809 recent · 15,187 prior
/People & Society/Social Issues & Advocacy/Immigration Policy & Migrant Rights17,886 articles in the full recorded period
4,259 recent · 4,858 prior
International Sports Competitions16,707 articles in the full recorded period
5,167 recent · 3,231 prior
Political Asylum And Refugee Policies14,933 articles in the full recorded period
3,364 recent · 4,362 prior
Human Rights Advocacy Reports14,605 articles in the full recorded period
3,262 recent · 4,247 prior
International Political Relations10,067 articles in the full recorded period
2,902 recent · 2,941 prior
Economic Policy And Financial Regulation8,064 articles in the full recorded period
2,436 recent · 5,431 prior

Recent and prior counts use the source comparison windows.

Topics gaining and losing attention

Transportation and Logistics coverage across Mexico

KeywordRecentPriorChange
countries3,9071,432173%
world cup92654670%
fifa world cup qualifiers80853850%
wto rulings799184334%
international cups65734690%
federalism disputes56391519%
volleyball world cup qualifiers48232250%
global tournaments46832146%
refugee health screenings42326957%
airline rewards40321191%
disputed islands52,14479,798-35%
territories52,14879,797-35%
tariff negotiations5,16912,271-58%
free trade deals2,7975,307-47%
border enforcement practices2,0133,183-37%

Event and signal lenses

Transportation and Logistics coverage across Mexico

All complete annual cohorts shown
Rising

Regulatory Risk

510,793 classified articles

disputed islands, territories, tariff negotiations

16.0% critical · 11.8% positive
Rising

Funding Momentum

40,099 classified articles

inflation reports fx, trade deficits fx, gdp growth forex

38.1% critical · 36.4% positive
Rising

Growth

98,565 classified articles

tariff negotiations, gdp growth forex, earnings report

27.5% critical · 45.1% positive

Transportation and Logistics coverage across Mexico. Topic labels describe recorded classifications and can include broad context.

RESEARCH SIGNALS

What Transportation and Logistics research is working on

6,419 papers in the recorded worldwide scope.

Expand panel +
6,419papers
6,419worldwide comparison pool
—India-affiliated papers

Research orientation

Promising
3,099
Descriptive
1,171
Breakthrough
939
Problem-identifying
813
Comparative
204
Cautionary
181
Critical
12

Contribution mix

Methods-led
3,774
Empirical
1,937
Reviews
351
Position pieces
274
Theoretical
83

Tone counts: 5,520 positive · 624 neutral · 275 negative.

Common problems researchers identify
825 papers · 12.9% of this field
  • Fleet management333 papers
  • Supply chain217 papers
  • Transport engineering108 papers
  • Truck80 papers
  • Service78 papers
  • Supply chain optimization74 papers
  • Supply chain management54 papers
  • Sustainability38 papers

Landmark: Challenges in Scaling Up Biofuels Infrastructure

Cautions
181 papers · 2.8% of this field
  • Fleet management66 papers
  • Supply chain37 papers
  • Transport engineering25 papers
  • Truck22 papers
  • Service21 papers
  • Production14 papers
  • Supply chain optimization13 papers
  • Biofuel12 papers

Landmark: Assessing the impacts of deploying a shared self-driving urban mobility system: An agent-based model applied to the city of Lisbon, Portugal

Opportunities
4,038 papers · 62.9% of this field
  • Fleet management1,231 papers
  • Supply chain1,187 papers
  • Service401 papers
  • Supply chain optimization382 papers
  • Scheduling328 papers
  • Truck313 papers
  • Operations research304 papers
  • Transport engineering292 papers

Landmark: The Two-Echelon Capacitated Vehicle Routing Problem: Models and Math-Based Heuristics

Leading institutions

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

Leading researchers

Fengqi You
799
Kara M. Kockelman
627
Daniele Vigo
588
Nilay Shah
548
M. Maciejewski
444
Joschka Bischoff
414
Guido Perboli
410
Roberto Tadei
410

Highly cited breakthrough-labelled papers

  • DeepPool: Distributed Model-Free Algorithm for Ride-Sharing Using Deep Reinforcement Learning167 citations
  • Next-Generation Automated Vehicle Location Systems: Positioning at the Lane Level135 citations
  • Multiobjective Robust Possibilistic Programming Approach to Sustainable Bioethanol Supply Chain Design under Multiple Uncertainties134 citations
  • Sustainable Design and Operation of Cellulosic Bioelectricity Supply Chain Networks with Life Cycle Economic, Environmental, and Social Optimization129 citations
  • A Column Generation Algorithm for a Rich Vehicle-Routing Problem125 citations

Common problems researchers identify

764 papers · 7 recurring themes
7 cards

Swipe or scroll horizontally to browse.

Supply Chain Management ChallengesCommon problems researchers identify · 01

Supply Chain Management Challenges

155 papers

20.3% of this theme group

Researchers highlight difficulties in optimizing and securing supply chain operations across diverse industries.

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

View research history
YearShare index
20221840.8
20231936.3
20242116.2
20252094.9
Fleet Management Operational IssuesCommon problems researchers identify · 02

Fleet Management Operational Issues

143 papers

18.7% of this theme group

Studies point to inefficiencies and complexity in overseeing large vehicle fleets.

Fleet management (118) · Aeronautics (19) · Operations management (23) · Operations research (20)

Making Fleet Management Easier.

Guide for Fleet Management

View research history
YearShare index
2022551.3
2023517.7
2024420.5
2025186.4
Transport Engineering Fleet ConcernsCommon problems researchers identify · 03

Transport Engineering Fleet Concerns

136 papers

17.8% of this theme group

Papers discuss obstacles in improving truck operations and fleet coordination.

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

View research history
YearShare index
2022622.4
2023600.6
2024479.3
2025309.6
Public Transport Routing ProblemsCommon problems researchers identify · 04

Public Transport Routing Problems

122 papers

16.0% of this theme group

Works focus on GPS reliance and routing inefficiencies in mass transit systems.

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

View research history
YearShare index
20221213.3
20231164.9
20241021.6
20251095.4
Truck Fuel Efficiency BarriersCommon problems researchers identify · 05

Truck Fuel Efficiency Barriers

102 papers

13.4% of this theme group

Research identifies emissions and consumption hurdles for conventional and alternative fuel trucks.

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

View research history
YearShare index
2022438.9
2023423.9
2024335.3
2025320.3
Electric Vehicle Fleet IntegrationCommon problems researchers identify · 06

Electric Vehicle Fleet Integration

56 papers

7.3% of this theme group

Authors note challenges in adopting electric trucks and managing charging logistics.

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

View research history
YearShare index
2022576.1
2023631.0
2024575.5
2025551.4
Biomass Supply Chain ObstaclesCommon problems researchers identify · 07

Biomass Supply Chain Obstacles

50 papers

6.5% of this theme group

Studies examine logistical and material constraints in biofuel production networks.

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

View research history
YearShare index
2022776.5
2023772.6
2024707.2
2025662.2

Cautions

164 papers · 4 recurring themes
4 cards

Swipe or scroll horizontally to browse.

Energy‑Saving Fleet Management RisksCautions · 01

Energy‑Saving Fleet Management Risks

70 papers

42.7% of this theme group

Cautionary work warns of unintended consequences when prioritizing fuel efficiency in fleet operations.

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

View research history
YearShare index
2022666.2
2023631.1
2024486.5
2025311.2
Electrification Impact on Public TransportCautions · 02

Electrification Impact on Public Transport

51 papers

31.1% of this theme group

Researchers advise careful assessment of charging strategies and fleet requirements for electric public services.

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

View research history
YearShare index
2022637.3
2023611.1
2024554.8
2025558.5
Supply Chain Optimization LimitsCautions · 03

Supply Chain Optimization Limits

24 papers

14.6% of this theme group

Papers caution that advanced optimization may overlook sustainability and risk factors.

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

View research history
YearShare index
20221840.8
20231936.3
20242116.2
20252094.9
Biofuel Production Cost ConcernsCautions · 04

Biofuel Production Cost Concerns

19 papers

11.6% of this theme group

Analyses highlight economic and scale challenges in biomass‑to‑fuel processes.

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

View research history
YearShare index
2022643.9
2023632.3
2024603.0
2025505.2

Opportunities

3,641 papers · 7 recurring themes
7 cards

Swipe or scroll horizontally to browse.

Advanced Supply Chain OptimizationOpportunities · 01

Advanced Supply Chain Optimization

892 papers

24.5% of this theme group

Opportunities focus on improving performance and resilience through sophisticated supply chain techniques.

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

View research history
YearShare index
20221840.8
20231936.3
20242116.2
20252094.9
Vehicle Routing and Distribution InnovationOpportunities · 02

Vehicle Routing and Distribution Innovation

641 papers

17.6% of this theme group

Research explores robust routing models for dynamic fleet sizing and shared mobility 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

View research history
YearShare index
2022316.1
2023304.5
2024265.2
2025263.3
Predictive Maintenance for FleetsOpportunities · 03

Predictive Maintenance for Fleets

625 papers

17.2% of this theme group

Studies promote data‑driven maintenance to boost 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

View research history
YearShare index
2022477.5
2023450.8
2024350.4
2025173.6
Aviation Fleet Scheduling AdvancesOpportunities · 04

Aviation Fleet Scheduling Advances

502 papers

13.8% of this theme group

Works present integrated methods for aircraft assignment, routing, and timing optimization.

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

View research history
YearShare index
2022363.9
2023329.4
2024199.8
202583.4
Smart Vehicle Tracking SystemsOpportunities · 05

Smart Vehicle Tracking Systems

367 papers

10.1% of this theme group

Research highlights IoT‑enabled GPS solutions for real‑time fleet monitoring.

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

View research history
YearShare index
2022750.1
2023726.5
2024598.2
2025660.4
Electric Fleet Charging OptimizationOpportunities · 06

Electric Fleet Charging Optimization

342 papers

9.4% of this theme group

Papers propose frameworks to manage battery health, tariffs, and urban charging infrastructure.

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

View research history
YearShare index
2022450.6
2023502.5
2024485.5
2025460.4
Sustainable Biomass Supply ChainsOpportunities · 07

Sustainable Biomass Supply Chains

272 papers

7.5% of this theme group

Studies develop multi‑objective models for eco‑friendly biofuel production from forest residues.

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

View research history
YearShare index
20222360.6
20232443.1
20242566.2
20252484.9

How this field compares with the research baseline

Orientation shares compared with 25,000 papers in the reference sample.

Research orientationThis fieldReference sample
Promising48.3%37.4%
Descriptive18.2%17.0%
Breakthrough14.6%26.7%
Problem-identifying12.7%9.8%
Comparative3.2%3.7%
Cautionary2.8%4.5%
Critical0.2%0.9%

Concerns receiving less research attention

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 paperPapersShareRaised as a problemWorldwide share
Privacy & surveillanceSecurity, privacy and safety evaluation of dynamic and static fleets of drones70.12%1 (14.3%)0.12%
Hardware, e-waste & supply chainIBM Blends Heuristics and Optimization to Plan Its Semiconductor Supply Chain60.11%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 Sharing40.07%1 (25.0%)0.07%
Bias & fairnessDynamic Shared Autonomous Vehicle Fleet Operations with Consideration of Fairness20.04%1 (50.0%)0.04%
Carbon & emissions of computeUsing Artificial Intelligence to Reduce Carbon Emissions from the Saudi Commercial Fleet10.02%0 (0.0%)0.02%
Labour & data workGender continues to play a role in fleet salaries10.02%0 (0.0%)0.02%
Energy & datacenter footprint00.0%0 (%)0.0%
Water use00.0%0 (%)0.0%
Safety & misuse00.0%0 (%)0.0%

Institution and researcher rankings use citations to their covered work. Research scope: worldwide. This may be broader than the company geography.

GEOGRAPHIC FOOTPRINT

Where companies are based

Company counts, hiring and disclosed funding across the recorded hubs.

Expand panel +
8 cards

Swipe or scroll horizontally to browse.

UNDERSTAND THE LANDSCAPE

Transportation and Logistics in Mexico: key questions

Clear definitions for making better comparisons.

What does this landscape measure?

It measures the tracked company ecosystem, recorded funding, hiring and other available evidence. It is not a market-size estimate.

Can segment counts be added together?

No. A company can belong to several segments, so segment counts and funding can overlap.

What does a missing figure mean?

A dash or unavailable panel means the current reviewed source snapshot does not support that figure.

KEEP EXPLORING

Put Mexico in context

All landscapes ↗

Company ecosystem snapshot: 1 September 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 ↗
Coming soon