Industry landscapes
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 MIAMI EDITION 2026

Miami’s
transportation and logistics industry,
in focus.

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

Snapshot: Funding in USD
Illustrated cover for Transportation and Logistics Industry Landscape of Miami
US
COMPANIES · CAPITAL · TALENT

An industry ecosystem,
measured in context.

Transportation and Logistics illustration
MEET THE COMPANIES

Explore Miami’s transportation and logistics leaders

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

Expand panel +
Transportation and Logistics company highlights in Miami, snapshot 3 September 2026
Company
Norwegian Cruise Line Holdingsnclhltd.com$2B8 roles5,100$9.83BFYFY2025 filing
Emergent Cold LatAmemergentcoldlatam.com$750M
3Sixty3sixtydutyfree.com$121M600
Saascosaascousa.com$55.51M
Pomtocpomtoc.com$22.77M
Flexgoflex.com$21.48M
Teleportteleport.xyz$9M17
Ryderryder.com10 roles36,100
the ritz carlton yacht collectionritzcarltonyachtcollection.com9 roles176
Venture Logisticsvenlogis.com8 roles
amerijet internationalamerijet.com8 roles1,046
Barfieldbarfieldinc.com5 roles362
Boats Groupboatsgroup.com5 roles265
Regionaloneregionalone.com5 roles120
Armelliniarmellini.com205
Auto Nicaautonica.com53
Carnival Corporationcarnivalcorp.com92,000Financial figure available in RadarView in Radar
Miami International Airportmiami-airport.com538
Onboard Logisticsonboardlogistics.net183
Regent Seven Seas Cruisesrssc.com13
Zai Cargozaicargo.com
africairafricair.com34
brightline trainsgobrightline.com400
23 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 Miami

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

3 September 2026
Hiring participation8.0%

28 of 350 tracked companies have open roles.

Funding participation2.6%

9 of 350 tracked companies have a recorded round.

Top 3 funding share96.4%

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

Median disclosed round$250M

Midpoint of 7 rounds with a disclosed amount.

Scale is concentrated. Opportunity is broader. The three largest funding recipients hold 96.4% of disclosed capital, while 97.4% of tracked companies have no recorded funding round.

Explore the segments →
CAPITAL & COMPANY FORMATION

How Miami 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

Miami transportation and logistics
$0$490.48M$980.97M$1.47B$1.96B2016: $020162017: $020172018: $020182019: $1.72B20192020: $400M20202021: $020212022: $9M20222023: $500M20232024: $020242025: $271.48M2025
View the numbers
Annual transportation and logistics funding and company formation in Miami
YearFunding (USD)FoundedRaising
2016$0110
2017$0160
2018$0160
2019$1.72B142
2020$400M121
2021$0120
2022$9M151
2023$500M81
2024$020
2025$271.48M02
WHERE CAPITAL SITS

Funding concentration

Share of all disclosed company funding.

  • Norwegian Cruise Line Holdings67.1%
  • Emergent Cold LatAm25.2%
  • 3Sixty4.1%
  • Other companies3.6%

Funding by stage

9 recorded rounds since 2016

NUMBER OF ROUNDS
Seed & Angel3 33.3%
Series A–B1 11.1%
Series C+ / PE2 22.2%
Grants, debt & other3 33.3%

Recent recorded rounds

Latest recorded rounds · USD
0 rounds

Swipe or scroll horizontally to browse.

Largest and notable recorded rounds

Each card is one recorded round
5 cards

Swipe or scroll horizontally to browse.

Series B08/2025
Flexgoflex.com$21.48M

Participating investors were not recorded in this snapshot.

THE BUSINESS BEHIND THE ACTIVITY

Revenue, profitability & financial strength

Annual accounts for reporting companies linked to this landscape, on like-for-like currency and reporting bases.

Expand panel +
USD · millions · consolidated

Display conversions use the dated reference rates above. Where a verified rate is unavailable, figures retain their source currency. Each reporting cohort keeps its currency and accounting basis separate.

FY2025 · company accounts; aggregate reporting threshold not met · 1 reporting entities from 3 eligible matches.

Revenue in covered accounts

Sum of reporting-entity revenue; not Miami market sales.

Net profit / loss

Combined result for the same cohort.

Aggregate net margin

Combined net income ÷ combined revenue.

Median company revenue

The middle covered reporting entity.

Profitable entities

None of 1 covered entities.

Top-five concentration

Share of covered revenue from the five largest entities.

Annual account trend

Reported cohort totals by year; coverage is stated for every period.

Bar height shows revenue. Changes in coverage can affect totals.

Profitability has two perspectives

FY2025 · 1 reporting entities

Open the company accounts

Up to eight fixed company previews show financial amounts. Search and sort the wider company list, then continue in Radar.

1 reporting entities
Continue your financial research in Radar

Explore full company accounts and filings.

View financials in Radar ↗
MIAMI · INDUSTRY COHORTS

How does transportation and logistics compare?

Each pair uses the same year, currency and reporting basis. Cohort overlap is disclosed.

IndustryCovered / eligibleRevenue totalMedian revenueNet profit / lossAggregate marginProfitable shareOverlap

Available-account cohorts are not estimates of whole industries. Overlapping entities can occur in more than one cohort; do not add cohort totals.

Coverage, calculations & financial sources

Filed annual accounts for exact designated national identifiers. Every aggregate and peer pair uses one fiscal year, source currency and reporting basis; periods, coverage and overlap are explicit; 2026 partials are excluded.

The same up to eight reporting entities remain open across years, filters and sorts. Other company figures are available in Radar.

Source currencies and accounting bases stay separate. Missing accounts are excluded rather than treated as zero. Exact reporting periods appear on company previews. Annual totals can change with coverage and do not measure growth of a fixed company cohort.

DIGITAL FOOTPRINT

Web traffic, app reach and release cadence

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

Most-installed apps

11 of these companies (3.1%) publish at least one Android app — 20 apps in all, carrying 305.9K installs between them.

AppInstallsRatingStore category
MIA Airport OfficialMiami International Airport137.9K4.7Maps & Navigation
R WORLDRyder35.8K3Business
RyderGydeRyder32.5K3Auto & Vehicles
RyderDriveRyder25.2K3.4Business
Blumbox CourierBlumbox18.9KLifestyle
CSF CouriersCSF Couriers16.7K4.1Business
MyRyder MobileRyder15.3K3.4Business
Barfield ADTSBarfield7K4.4Productivity
Ryder Mobile SuiteRyder4.4KTools
ICC LogisticICC Logistic3.6KShopping

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 (2023Q4–2025Q4).

SegmentAppsInstallsLeading appRelease trend
Trucking10118KR WORLD 35.8K
Cold Chain Logistics9115.7KRyderGyde 32.5K
Cep218.3KCSF Couriers 16.7K
Car Rentals2802OneMobility Mobile Desk 714

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.

2022Q4: 22022Q4: 12022Q42023Q4: 12023Q4: 02023Q42024Q1: 12024Q1: 02024Q12024Q2: 12024Q2: 12024Q22024Q4: 22024Q4: 12024Q42025Q3: 12025Q3: 32025Q32025Q4: 12025Q4: 62025Q4

Darker bars are new releases, lighter bars apps updated. 20 of 20 apps carry a release date. The series ends at 2025Q4, the last quarter that closed before the June 2026 reading.

INSIDE THE INDUSTRY

The Miami 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 10 dated reports
Mergers & acquisitionsryder.com ↗

Ryder System bought into the whole process of international transportation management in 1994 when it acquired the Logicorp operation

Mergers & acquisitions3sixtydutyfree.com ↗

3Sixty Duty Free has bought back its 44% shareholding from Hotel Shilla (parent company of The Shilla Duty Free) that the Korean company acquired in 2015, The Moodie Davitt Report can reliably reveal.

Mergers & acquisitionspromptus.us ↗

Allstates WorldCargo acquired Promptus, LLC.

Mergers & acquisitionscold-linklogistics.com ↗

Slate Asset Management, a global investor and manager focused on essential real estate and infrastructure, and private markets investment management firm Hamilton Lane have announced the acquisition of a majority equity stake in Cold-Link Logistics, one of the 10 largest privately held cold storage platforms in North America.

Mergers & acquisitionsaeroservicios.com ↗

Boston – Alantra acted as exclusive financial advisor to Aeroservicios, a leading supplier of new and refurbished ground support equipment (GSE), on its sale of a majority stake to CSI Leasing, a global equipment leasing company and subsidiary of Tokyo Century Corporation

Mergers & acquisitionsemergentcoldlatam.com ↗

Emergent Cold LatAm acquired Frialsa Peru, a leading joint food storage and distribution company with the Wiese Group, located in the Lima region.

Mergers & acquisitionsacorn-east.com ↗

AE Global, the US-based custom packaging manufacturer, has merged with industrial packaging supplier Acorn East.

Earningsnclhltd.com ↗

Revenue for the past quarter rose by 10% year on year to $2.3 billion, driven by increased capacity, while adjusted ebitda rose by 18% to $533 million.

Contractsbarfieldinc.com ↗

Barfield, a subsidiary of Air France Industries KLM Engineering & Maintenance (AFI KLM E&M) in the Americas, signs a 5-year repair agreement with JetBlue for their A320 and A321 fleet.

Earningscarnivalcorp.com ↗

Net income of $258 million and adjusted net income of $275 million, outperformed guidance despite a $54 million ($0.04 adjusted EPS) unfavorable impact from fuel prices and currency rates compared to guidance.

Full recorded event mix

Top 10 categories among 242 recorded events in the 24-month window.

Earnings
99
Leadership moves
79
Contracts
16
Mergers & acquisitions
12
Company announcements
11
Capital infusions
5
Board Updates
4
Layoffs
4
Job creation
4
Buyback
3
3 activity cards

Swipe or scroll horizontally to browse.

Leadership moves

40 tracked people moves

Mary E. Landry

Resignation

David M. Abrams

Resignation

Steve Pagliuca

Appointment Director

Barfield ↗
Tommaso Auriemma

Appointment CEO of Barfield

Barfield ↗
Gilles Mercier

Departure Previously Chief Executive of Barfield

3Sixty ↗
Gary Cavanagh

Appointment President of Operations

3Sixty ↗
Alexander (Alex) Anson-Esparza

Resignation Previously Chief Operating Officer

Ryder ↗
Tammy Romo

Appointment Board Director

Earnings pulse

Reported company results in the recorded window.

3companies
111period observations
6.5%median reported growth

Median across 72 reported growth observations; companies may contribute multiple periods.

Mergers and acquisitions

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

Acquirer → targetStatusDateValue / context
RyderwhiplashAnnounced2026-03-24$480.0M
RyderLogicorpCompleted2026-03-23Not stated in snapshot
3SixtyHotel ShillaCompleted2026-02-19Not stated in snapshot
allstates worldcargoPromptus ↗Announced2026-02-04Not stated in snapshot
Rydertruck service depotAnnounced2026-01-06Not stated in snapshot
csi leasingAeroservicios ↗2025-12-27Not stated in snapshot

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

PEOPLE & OPPORTUNITY

The talent market

4,248 postings in the preceding 12 months. The full 5,618-posting snapshot covers 23 employers.

Expand panel +

Most advertised job titles

Diesel Mechanic116
Diesel Technician112
Operations Management Trainee79
Truck Driver Cdl A Local Home Daily64
Rental Sales Management Trainee59
Truck Driver Cdl A Home Daily56
0 internship postings

359 tracked postings mention remote work.

The seniority mix

1,680 postings specify a level.

unspecified
3,938
manager
829
entry
368
senior
266
lead
153
intern
64

Skills employers mention

Top skills across 5,618 tracked postings in the available jobs snapshot.

Tractor Trailer
372
Cdl A
217
Wms
173
Excel
162
Forklift
152
Dot Physical
145
Road Test
140
Cdl
136
Drug Test
120
Word
116
ADVERTISED PAY$55.1K/ year

Median across 1,536 postings with pay data, expressed in USD.

Salary by seniority

manager$68.0K/ year171 postings
entry$50.0K/ year110 postings
senior$85.0K/ year60 postings

Advertised posting medians do not describe all employees or roles.

THE PEOPLE BUILDING THE FIELD

Founders and leaders

43 founders and chief executives across 38 companies.

Expand panel +
12 profiles

Swipe or scroll horizontally to browse.

Education networks

2 profiles with education records.

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

12,806 articles in the measured 12-month window.

Expand panel +
12,806articles in the measured year
3,299articles in 2026Q1
68.5%positive tone in the latest complete year

News volume trends

Transportation and Logistics coverage tagged Miami · articles per complete quarter

01,0982,1953,2934,3912021Q2: 1,8652021Q22021Q3: 2,1612021Q4: 2,1132022Q1: 2,0112022Q2: 1,9912022Q22022Q3: 1,8622022Q4: 2,1982023Q1: 1,9932023Q2: 2,2942023Q22023Q3: 2,0902023Q4: 2,5682024Q1: 3,2732024Q2: 2,7792024Q22024Q3: 2,3732024Q4: 3,0362025Q1: 3,4822025Q2: 2,5212025Q22025Q3: 3,8182025Q4: 3,2092026Q1: 3,2992026Q1
View quarterly article counts
QuarterArticles
2021Q21,865
2021Q32,161
2021Q42,113
2022Q12,011
2022Q21,991
2022Q31,862
2022Q42,198
2023Q11,993
2023Q22,294
2023Q32,090
2023Q42,568
2024Q13,273
2024Q22,779
2024Q32,373
2024Q43,036
2025Q13,482
2025Q22,521
2025Q33,818
2025Q43,209
2026Q13,299

Article volume measures coverage, not market sales.

Tone of coverage over time

2021
4,037 positive · 77 neutral · 2,357 negative
2022
5,580 positive · 134 neutral · 2,341 negative
2023
6,459 positive · 143 neutral · 2,334 negative
2024
8,122 positive · 154 neutral · 3,160 negative
2025
8,913 positive · 310 neutral · 3,792 negative

Company share of voice

441 recorded company events across 11 companies; percentages use that event total.

Norwegian Cruise Line Holdings ↗nclhltd.com
48.5% 214 events
Ryder ↗ryder.com
25.4% 112 events
Carnival Corporation ↗carnivalcorp.com
21.3% 94 events
Emergent Cold LatAm ↗emergentcoldlatam.com
2.3% 10 events
Barfield ↗barfieldinc.com
0.7% 3 events
3Sixty ↗3sixtydutyfree.com
0.5% 2 events
Miami International Airport ↗miami-airport.com
0.5% 2 events
amerijet international ↗amerijet.com
0.2% 1 events

Leading coverage topics

Transportation and Logistics coverage tagged Miami · ranked by full-period article count.

Trade Policies And Agreements44,317 articles in the full recorded period
20,231 recent · 18,967 prior
Aviation Safety Protocols25,926 articles in the full recorded period
7,910 recent · 6,343 prior
Airport Terminal Facilities20,480 articles in the full recorded period
6,714 recent · 4,356 prior
Flight Delay Compensation Policies19,889 articles in the full recorded period
7,018 recent · 3,806 prior
Aviation Crash Investigations And Black Box Data18,523 articles in the full recorded period
5,837 recent · 6,424 prior
International Political Relations16,621 articles in the full recorded period
5,508 recent · 3,270 prior
New Product Launches And Innovations16,524 articles in the full recorded period
4,442 recent · 3,384 prior
Airport Security Measures15,726 articles in the full recorded period
6,582 recent · 3,229 prior
Economic Policy And Financial Regulation14,555 articles in the full recorded period
6,845 recent · 7,124 prior
Aircraft Maintenance Procedures13,455 articles in the full recorded period
3,699 recent · 3,314 prior

Recent and prior counts use the source comparison windows.

Topics gaining and losing attention

United States comparison coverage

KeywordRecentPriorChange
trade facilitation commitments4,1872,79250%
flight disruption payments2,9861,57490%
bilateral trade terms2,7431,70261%
customs union deal1,84895693%
trade bloc compliance1,55498458%
free trade pact1,49189467%
preferential trade deal1,361609123%
wto rulings1,354484180%
foreign trade zone1,28390242%
oil price volatility1,253567121%
severe weather warning4771,077-56%
life-threatening weather332822-60%
extreme weather advisory346821-58%
weather emergency alert301687-56%
f1 world championship328650-50%

Event and signal lenses

United States comparison coverage

All complete annual cohorts shown
Rising

Regulatory Risk

429,360 classified articles

tariff negotiations, free trade deals, preferential tariff

46.0% critical · 32.2% positive
Rising

Funding Momentum

104,647 classified articles

highway funding, infrastructure grants, flight disruption payments

37.5% critical · 43.1% positive
Rising

Growth

135,372 classified articles

logistics update, logistics bottleneck, tariff negotiations

36.5% critical · 45.6% positive

Transportation and Logistics coverage tagged Miami. Topic labels describe recorded classifications and can include broad context.

RESEARCH SIGNALS

What Transportation and Logistics research is working on

637 papers in the recorded india scope.

Expand panel +
637papers
6,419worldwide comparison pool
637India-affiliated papers

Research orientation

Promising
334
Breakthrough
113
Problem-identifying
73
Descriptive
63
Cautionary
26
Comparative
26
Critical
2

Contribution mix

Methods-led
420
Empirical
156
Reviews
36
Position pieces
22
Theoretical
3

Tone counts: 573 positive · 31 neutral · 33 negative.

Common problems researchers identify
75 papers · 11.8% of this field
  • Fleet management33 papers
  • Supply chain16 papers
  • Transport engineering11 papers
  • Electrification9 papers
  • Supply chain optimization8 papers
  • Service8 papers
  • Supply chain management6 papers
  • Automotive engineering6 papers

Landmark: Challenges in Scaling Up Biofuels Infrastructure

Cautions
26 papers · 4.1% of this field
  • Fleet management11 papers
  • Supply chain7 papers
  • Revenue3 papers
  • Electrification3 papers
  • Biofuel3 papers
  • Supply chain optimization3 papers
  • Capital cost2 papers
  • Greenhouse gas2 papers

Landmark: Management of a Shared Autonomous Electric Vehicle Fleet: Implications of Pricing Schemes

Opportunities
447 papers · 70.2% of this field
  • Fleet management145 papers
  • Supply chain143 papers
  • Operations research54 papers
  • Supply chain optimization54 papers
  • Truck39 papers
  • Scheduling38 papers
  • Transport engineering36 papers
  • Service29 papers

Landmark: Life Cycle Optimization of Biomass-to-Liquid Supply Chains with Distributed–Centralized Processing Networks

Leading institutions

Northwestern University
872
University of California, Berkeley
691
The University of Texas at Austin
587
Princeton University
436
University of Virginia
382
Massachusetts Institute of Technology
369

Leading researchers

Fengqi You
793
Kara M. Kockelman
550
T. Donna Chen
361
Belinda Wang
343
Dajun Yue
339
Tom L. Richard
312
Zuo‐Jun Max Shen
263
Long He
248

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
  • Sustainable Design and Operation of Cellulosic Bioelectricity Supply Chain Networks with Life Cycle Economic, Environmental, and Social Optimization129 citations
  • MOVI: A Model-Free Approach to Dynamic Fleet Management102 citations
  • Vehicle Rebalancing for Mobility-on-Demand Systems with Ride-Sharing73 citations

Common problems researchers identify

69 papers · 4 recurring themes
4 cards

Swipe or scroll horizontally to browse.

Electric Fleet Planning ChallengesCommon problems researchers identify · 01

Electric Fleet Planning Challenges

26 papers

37.7% of this theme group

Researchers highlight difficulties in optimizing electric vehicle fleet composition, routing, and energy use for on‑demand mobility.

Electrification (7) · Automotive engineering (6) · Transport engineering (8) · Fleet management (14)

Joint Optimization Scheme for the Planning and Operations of Shared Autonomous Electric Vehicle Fleets Serving Mobility on Demand

A Model to Estimate Passenger Vehicle Fleet Composition, Vehicle Miles Traveled, and Fuel Consumption

View research history
YearShare index
2022965.0
2023967.0
2024784.7
2025351.9
Standardizing Fleet ManagementCommon problems researchers identify · 02

Standardizing Fleet Management

25 papers

36.2% of this theme group

Studies point to a lack of common standards and tools for managing diverse vehicle fleets and reducing emissions.

Fleet management (19) · Standardization (3) · Service (5) · Aeronautics (3)

Construction Equipment Fleet Management Using Telematics Technology: Research And Resultant Educational Perspectives

Simulation studies of fleet vehicle selection in terms of pollutant emissions

View research history
YearShare index
202258.0
202359.7
202461.3
202550.9
Supply‑Chain Optimization GapsCommon problems researchers identify · 03

Supply‑Chain Optimization Gaps

10 papers

14.5% of this theme group

Authors note unresolved modeling and algorithmic issues in improving supply‑chain efficiency and resilience.

Supply chain optimization (8) · Supply chain (9) · Chain (3) · Supply chain management (4)

Review on modeling and optimization problems about RFID technology and applications

Using Particle Swarm Optimization with a policy optimization approach to stabilize the supply chain

View research history
YearShare index
2022468.2
2023498.8
2024611.9
2025583.8
Biofuel Supply‑Chain Scaling IssuesCommon problems researchers identify · 04

Biofuel Supply‑Chain Scaling Issues

8 papers

11.6% of this theme group

Papers discuss logistical and raw‑material constraints that hinder large‑scale biofuel production and distribution.

Biofuel (4) · Supply chain (6) · Raw material (3) · Biomass (3)

Challenges in Scaling Up Biofuels Infrastructure

Advanced Regional Biomass Processing Depots: a key to the logistical challenges of the cellulosic biofuel industry

View research history
YearShare index
2022776.5
2023772.6
2024707.2
2025662.2

Cautions

24 papers · 4 recurring themes
4 cards

Swipe or scroll horizontally to browse.

Fleet Service and Scheduling RisksCautions · 01

Fleet Service and Scheduling Risks

12 papers

50.0% of this theme group

Researchers caution that inadequate service standards and scheduling models can impair fleet performance and safety.

Fleet management (9) · Service (2) · Scheduling (2) · Operations research (2)

Fleet Standardisation and Airline Performance

Analysis of Fleet Management and Infrastructure Constraints in On-Demand Urban Air Mobility Operations

View research history
YearShare index
2022357.1
2023321.2
2024191.4
202571.3
Environmental Impact of Biofuel ChainsCautions · 02

Environmental Impact of Biofuel Chains

5 papers

20.8% of this theme group

Works warn that biofuel supply chains may generate significant greenhouse‑gas emissions without careful design.

Biofuel (3) · Supply chain (4) · Greenhouse gas (2)

Location Allocation of Biorefineries for a Switchgrass-Based Bioethanol Supply Chain Using Energy Consumption and Emissions

Multistage Optimization of Sustainable Supply Chain of Biofuels

View research history
YearShare index
2022659.7
2023675.3
2024565.9
2025500.9
Revenue Uncertainty in ElectrificationCautions · 03

Revenue Uncertainty in Electrification

4 papers

16.7% of this theme group

Studies highlight financial risks associated with pricing and charging strategies for electric vehicle fleets.

Electrification (3) · Revenue (2)

Management of a Shared Autonomous Electric Vehicle Fleet: Implications of Pricing Schemes

Leveraging Big Data and Coordinated Charging for Effective Taxi Fleet Electrification: The 100% EV Conversion of Shenzhen, China

View research history
YearShare index
2022129.9
2023126.2
202484.0
2025100.5
Machine‑Learning Limits in Supply ChainsCautions · 04

Machine‑Learning Limits in Supply Chains

3 papers

12.5% of this theme group

Authors advise that current AI approaches may not fully address inventory and biomass supply‑chain complexities.

Supply chain optimization (3) · Supply chain (3)

Supply Chain Optimization: Machine Learning Applications in Inventory Management for E-Commerce

Machine learning applications in biomass supply chain management and optimization

View research history
YearShare index
202213.9
202315.4
202423.4
202535.4

Opportunities

411 papers · 7 recurring themes
7 cards

Swipe or scroll horizontally to browse.

Advanced Supply‑Chain OptimizationOpportunities · 01

Advanced Supply‑Chain Optimization

93 papers

22.6% of this theme group

Research explores new optimization and simulation methods to enhance supply‑chain risk management and performance.

Supply chain (88) · Supply chain management (18) · Supply chain optimization (33) · Supply chain risk management (9)

Supply chain management using an optimization driven simulation approach

Supply chain analysis methodology – Leveraging optimization and simulation software

View research history
YearShare index
2022473.0
2023504.8
2024619.6
2025603.0
Integrated Airline Fleet SchedulingOpportunities · 02

Integrated Airline Fleet Scheduling

70 papers

17.0% of this theme group

Papers propose unified models for flight selection, fleet assignment, routing, and crew pairing to improve aviation efficiency.

Fleet management (50) · Operations research (24) · Scheduling (11) · Aviation (6)

An Integrated Approach for Airline Flight Selection and Timing, Fleet Assignment, and Aircraft Routing

A Novel Model and Decomposition Approach for the Integrated Airline Fleet Assignment, Aircraft Routing, and Crew Pairing Problem

View research history
YearShare index
2022392.6
2023356.0
2024221.9
2025113.8
Data‑Driven Fleet EfficiencyOpportunities · 03

Data‑Driven Fleet Efficiency

63 papers

15.3% of this theme group

Studies demonstrate how analytics and simulation can boost fuel efficiency and reliability of vehicle fleets.

Fleet management (50) · Fuel efficiency (10) · Automotive engineering (12) · Analytics (6)

Safe and Sustainable Fleet Management with Data Analytics and Training

A Simulation and Optimization Methodology for Reliability of Vehicle Fleets

View research history
YearShare index
2022701.2
2023720.6
2024636.6
2025425.3
Electric Fleet Operations StrategiesOpportunities · 04

Electric Fleet Operations Strategies

52 papers

12.7% of this theme group

Research investigates charging infrastructure, routing, and dynamic policies for shared autonomous electric vehicle fleets.

Electric vehicle (15) · Electrification (10) · Battery (10) · Fleet management (30)

Operations of a Shared, Autonomous Electric Vehicle Fleet: Implications of Vehicle & Charging Infrastructure Decisions

Electric vehicle fleet charging management: An approximate dynamic programming policy

View research history
YearShare index
2022450.6
2023502.5
2024485.5
2025460.4
Biofuel Supply‑Chain DesignOpportunities · 05

Biofuel Supply‑Chain Design

51 papers

12.4% of this theme group

Works develop stochastic and GIS‑based models to optimize biomass sourcing, processing, and ethanol production networks.

Biofuel (20) · Biomass (19) · Supply chain (43) · Cellulosic ethanol (10)

<scp>GIS</scp>‐enabled biomass‐ethanol supply chain optimization: model development and Miscanthus application

A two-stage stochastic programming model for biofuel supply chain network design with biomass quality implications

View research history
YearShare index
2022581.8
2023573.1
2024545.3
2025467.8
Mobility‑on‑Demand Routing InnovationsOpportunities · 06

Mobility‑on‑Demand Routing Innovations

43 papers

10.5% of this theme group

Papers present novel vehicle‑routing and rebalancing techniques for car‑sharing and ride‑sharing services.

Operations research (19) · Service (11) · Vehicle routing problem (9) · Fleet management (18)

Carsharing

Vehicle Rebalancing for Mobility-on-Demand Systems with Ride-Sharing

View research history
YearShare index
2022406.8
2023368.3
2024244.6
2025148.3
Telematics for Truck PerformanceOpportunities · 07

Telematics for Truck Performance

39 papers

9.5% of this theme group

Research leverages GPS and telematics data to create metrics and tools for improving truck operation efficiency.

Global Positioning System (13) · Truck (14) · Transport engineering (13) · Telematics (7)

Processing Commercial Global Positioning System Data to Develop a Web-Based Truck Performance Measures Program

Driving Performances Assessment Based on Speed Variation Using Dedicated Route Truck GPS Data

View research history
YearShare index
20221332.3
20231288.0
20241051.5
2025943.7

How this field compares with the research baseline

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

Research orientationThis fieldReference sample
Promising52.4%36.9%
Breakthrough17.7%26.4%
Problem-identifying11.5%9.6%
Descriptive9.9%17.7%
Cautionary4.1%4.5%
Comparative4.1%3.9%
Critical0.3%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
Hardware, e-waste & supply chainIBM Blends Heuristics and Optimization to Plan Its Semiconductor Supply Chain30.51%0 (0.0%)0.11%
Carbon & emissions of computeUsing Artificial Intelligence to Reduce Carbon Emissions from the Saudi Commercial Fleet10.17%0 (0.0%)0.02%
Privacy & surveillancePrivacy-preserving MaaS fleet management10.17%0 (0.0%)0.12%
Energy & datacenter footprint00.0%0 (%)0.0%
Water use00.0%0 (%)0.0%
Labour & data work00.0%0 (%)0.02%
Safety & misuse00.0%0 (%)0.0%
Bias & fairness00.0%0 (%)0.04%
Concentration of compute power00.0%0 (%)0.07%

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

UNDERSTAND THE LANDSCAPE

Transportation and Logistics in Miami: 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.

Company ecosystem snapshot: 3 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