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 ↗
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.

An industry ecosystem,
measured in context.
MEET THE COMPANIESExplore Miami’s transportation and logistics leaders
23 featured companies from the funding, hiring, revenue and team-size leaderboards.
Expand panel +
Explore Miami’s transportation and logistics leaders
23 featured companies from the funding, hiring, revenue and team-size leaderboards.
Company discovery
Recorded evidence onlyExplore 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 ↗Transportation and Logistics industry KPIs in Miami
A few useful ratios bring the size of this ecosystem into perspective.
28 of 350 tracked companies have open roles.
9 of 350 tracked companies have a recorded round.
Share of disclosed capital received by the three largest recorded recipients.
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 FORMATIONHow Miami transportation and logistics has grown
Recorded company formation and disclosed funding across the complete annual series shown.
Expand panel +
How Miami transportation and logistics has grown
Recorded company formation and disclosed funding across the complete annual series shown.
Disclosed funding by year
Sum of recorded funding rounds · USD
View the numbers
| Year | Funding (USD) | Founded | Raising |
|---|---|---|---|
| 2016 | $0 | 11 | 0 |
| 2017 | $0 | 16 | 0 |
| 2018 | $0 | 16 | 0 |
| 2019 | $1.72B | 14 | 2 |
| 2020 | $400M | 12 | 1 |
| 2021 | $0 | 12 | 0 |
| 2022 | $9M | 15 | 1 |
| 2023 | $500M | 8 | 1 |
| 2024 | $0 | 2 | 0 |
| 2025 | $271.48M | 0 | 2 |
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
Investors appearing most often
Recorded participation in transportation and logistics company rounds since 2016.
- 01THE SHILLLA 1 rounds
- 02305 Ventures 1 rounds
- 03Thursday Ventures 1 rounds
- 046MV 1 rounds
- 05Skyservice 1 rounds
- 06Stonepeak 1 rounds
- 07Losa 1 rounds
- 08Apax 1 rounds
- 09L Catterton 1 rounds
- 010Steve Vassallo 1 rounds
Recent recorded rounds
Latest recorded rounds · USDLargest and notable recorded rounds
Each card is one recorded roundBacked by Stonepeak and Lineage and others.
Backed by THE SHILLLA.
Participating investors were not recorded in this snapshot.
Participating investors were not recorded in this snapshot.
Backed by Steve Vassallo and Thomas Bailey and others.
THE BUSINESS BEHIND THE ACTIVITYRevenue, profitability & financial strength
Annual accounts for reporting companies linked to this landscape, on like-for-like currency and reporting bases.
Expand panel +
Revenue, profitability & financial strength
Annual accounts for reporting companies linked to this landscape, on like-for-like currency and reporting bases.
Display conversions use the dated reference rates above. Where a verified rate is unavailable, figures retain their source currency. Each reporting cohort keeps its currency and accounting basis separate.
FY2025 · company accounts; aggregate reporting threshold not met · 1 reporting entities from 3 eligible matches.
Sum of reporting-entity revenue; not Miami market sales.
Combined result for the same cohort.
Combined net income ÷ combined revenue.
The middle covered reporting entity.
None of 1 covered entities.
Share of covered revenue from the five largest entities.
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.
| Company / reporting entity | Revenue | Net profit / loss | Net margin | Revenue growth | Total assets |
|---|---|---|---|---|---|
| Norwegian Cruise Line Holdings ↗1513761 | $9,827.6m | $423.2m | +4.3% | — | — |
Explore full company accounts and filings.
Explore a reporting entity
Choose “View accounts” to inspect an available company preview.
How does transportation and logistics compare?
Each pair uses the same year, currency and reporting basis. Cohort overlap is disclosed.
| Industry | Covered / eligible | Revenue total | Median revenue | Net profit / loss | Aggregate margin | Profitable share | Overlap |
|---|
Available-account cohorts are not estimates of whole industries. Overlapping entities can occur in more than one cohort; do not add cohort totals.
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.
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.
| App | Installs | Rating | Store category |
|---|---|---|---|
| MIA Airport OfficialMiami International Airport | 137.9K | 4.7 | Maps & Navigation |
| R WORLDRyder | 35.8K | 3 | Business |
| RyderGydeRyder | 32.5K | 3 | Auto & Vehicles |
| RyderDriveRyder | 25.2K | 3.4 | Business |
| Blumbox CourierBlumbox | 18.9K | — | Lifestyle |
| CSF CouriersCSF Couriers | 16.7K | 4.1 | Business |
| MyRyder MobileRyder | 15.3K | 3.4 | Business |
| Barfield ADTSBarfield | 7K | 4.4 | Productivity |
| Ryder Mobile SuiteRyder | 4.4K | — | Tools |
| ICC LogisticICC Logistic | 3.6K | — | Shopping |
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).
| Segment | Apps | Installs | Leading app | Release trend |
|---|---|---|---|---|
| Trucking | 10 | 118K | R WORLD 35.8K | |
| Cold Chain Logistics | 9 | 115.7K | RyderGyde 32.5K | |
| Cep | 2 | 18.3K | CSF Couriers 16.7K | |
| Car Rentals | 2 | 802 | OneMobility 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.
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 INDUSTRYThe Miami transportation and logistics market map
Explore the segments behind the headline numbers.
Expand panel +
The Miami transportation and logistics market map
Explore the segments behind the headline numbers.
Where companies are building
Rank segments by scale, hiring or disclosed funding.
Companies can sit in several segments. Counts and funding overlap.
Segment data unavailable
The largest measured segment in this report snapshot.
0 companies hiring · $0 disclosed funding
Explore in RadarHow companies make money
Common revenue models; a company can use more than one.
THE COMPANIES IN MOTIONWho is listing, hiring leaders, launching and winning work
Recorded corporate activity linked to companies in this landscape.
Expand panel +
Who is listing, hiring leaders, launching and winning work
Recorded corporate activity linked to companies in this landscape.
Recent corporate headlines 10 dated reports
Ryder System bought into the whole process of international transportation management in 1994 when it acquired the Logicorp operation
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.
Allstates WorldCargo acquired Promptus, LLC.
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.
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
Emergent Cold LatAm acquired Frialsa Peru, a leading joint food storage and distribution company with the Wiese Group, located in the Lima region.
AE Global, the US-based custom packaging manufacturer, has merged with industrial packaging supplier Acorn East.
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.
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.
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.
Leadership moves
40 tracked people moves
Resignation
Resignation
Appointment Director
Appointment CEO of Barfield
Departure Previously Chief Executive of Barfield
Appointment President of Operations
Resignation Previously Chief Operating Officer
Appointment Board Director
Contract wins
10 recorded customer wins
Customer: aerfinAerospace
Customer: jetblueAviation
Customer: John W. Chidsey
Customer: Boyd Metals Transportation
Customer: Postal Fleet ServicesTransportation
Customer: Bridges Air Cargo
Workforce actions
2 companies with reported reductions
153 rolescontract non-renewal
15 rolesbusiness downturn
Earnings pulse
Reported company results in the recorded window.
Median across 72 reported growth observations; companies may contribute multiple periods.
Mergers and acquisitions
Company-linked deal reports; status is preserved as recorded.
| Acquirer → target | Status | Date | Value / context |
|---|---|---|---|
| Ryder→whiplash | Announced | 2026-03-24 | $480.0M |
| Ryder→Logicorp | Completed | 2026-03-23 | Not stated in snapshot |
| 3Sixty→Hotel Shilla | Completed | 2026-02-19 | Not stated in snapshot |
| allstates worldcargo→Promptus ↗ | Announced | 2026-02-04 | Not stated in snapshot |
| Ryder→truck service depot | Announced | 2026-01-06 | Not stated in snapshot |
| csi leasing→Aeroservicios ↗ | 2025-12-27 | Not stated in snapshot |
A discussion or rumour is not a completed transaction. An unstated value is not zero.
PEOPLE & OPPORTUNITYThe talent market
4,248 postings in the preceding 12 months. The full 5,618-posting snapshot covers 23 employers.
Expand panel +
The talent market
4,248 postings in the preceding 12 months. The full 5,618-posting snapshot covers 23 employers.
Most advertised job titles
359 tracked postings mention remote work.
The seniority mix
1,680 postings specify a level.
Skills employers mention
Top skills across 5,618 tracked postings in the available jobs snapshot.
Median across 1,536 postings with pay data, expressed in USD.
Salary by seniority
Advertised posting medians do not describe all employees or roles.
Companies hiring
Large employers
| Company | Employees |
|---|---|
| Carnival Corporation ↗ | 92,000 |
| Norwegian Cruise Line Holdings ↗ | 5,100 |
| amerijet international ↗ | 1,046 |
| 3Sixty ↗ | 600 |
| Miami International Airport ↗ | 538 |
| brightline trains ↗ | 400 |
| Armellini ↗ | 205 |
| Onboard Logistics ↗ | 183 |
THE PEOPLE BUILDING THE FIELDFounders and leaders
43 founders and chief executives across 38 companies.
Expand panel +
Founders and leaders
43 founders and chief executives across 38 companies.
Frank Rio
Norwegian Cruise Line Holdings ↗ex- CEO Prestige Cruise Holdings. University of Florida
Neal Rider
Emergent Cold LatAm ↗Ex-Founder & CEO AGRO Merchants Group, Americold Logistics. University of Montana BS 1984, University of Utah MBA 1987
Tal B
Flex ↗Ex - Founder & CEO Thingz, Founder & Owner Novo Diamonds, Founder & CEO TLV Boutique Real Estate…
Paul Bohm
Teleport ↗Field Complete, Orchid Labs, Bohm Capital.
Jorge Medina
AGOL Worldwide ↗Ex-Double Ace Cargo, D.B. Group, Agility, Aerodoc. Autonomous University of Nuevo Leon BE 2017, Miami Dade College AS 2012
Frank Villasante
Higher Standards Aerospace ↗Founder & CEO-Higher Standards Aerospace, The Fuel Cell, Peace Love World, Piece-makers, MRO Technologies
David Rosendorf
DNA Supply Chain ↗Dna Supply Chain Solutions, ex-Amber Worldwide Logistics, State University of New York - Albany, 1990
Martin Jones
Welojets ↗Construcciones OMI, ex-Co-Founder Aerals Private Flights, Aer Kompass. Salvador's university BA 2011
Grant Cardone
DropIT Services ↗CEO Cardone Capital & Founder & CEO Grant Cardone Enterprises. Cardone University 2018
Maristela Kopacz
Alirok ↗Alirok Com, ex-Kopacz Worldwide, ex-Apg Americas, Investor and Entrepreneur MBA, 2018
Michael Scheeringa
Aero Centers ↗Advisory Board - Tailwind Partners. Arizona State University Bachelor of Science 1989
Steve Worster
Bulk Environmental ↗Ex-Custom Ecology, Nuovo Indemnity Risk Retention Group, StoneGate Senior Living.
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 INTELLIGENCEHow this industry appears in the news
12,806 articles in the measured 12-month window.
Expand panel +
How this industry appears in the news
12,806 articles in the measured 12-month window.
News volume trends
Transportation and Logistics coverage tagged Miami · articles per complete quarter
View quarterly article counts
| Quarter | Articles |
|---|---|
| 2021Q2 | 1,865 |
| 2021Q3 | 2,161 |
| 2021Q4 | 2,113 |
| 2022Q1 | 2,011 |
| 2022Q2 | 1,991 |
| 2022Q3 | 1,862 |
| 2022Q4 | 2,198 |
| 2023Q1 | 1,993 |
| 2023Q2 | 2,294 |
| 2023Q3 | 2,090 |
| 2023Q4 | 2,568 |
| 2024Q1 | 3,273 |
| 2024Q2 | 2,779 |
| 2024Q3 | 2,373 |
| 2024Q4 | 3,036 |
| 2025Q1 | 3,482 |
| 2025Q2 | 2,521 |
| 2025Q3 | 3,818 |
| 2025Q4 | 3,209 |
| 2026Q1 | 3,299 |
Article volume measures coverage, not market sales.
Tone of coverage over time
Most-covered companies
Company share of voice
441 recorded company events across 11 companies; percentages use that event total.
Leading coverage topics
Transportation and Logistics coverage tagged Miami · ranked by full-period article count.
Recent and prior counts use the source comparison windows.
Topics gaining and losing attention
United States comparison coverage
| Keyword | Recent | Prior | Change |
|---|---|---|---|
| trade facilitation commitments | 4,187 | 2,792 | 50% |
| flight disruption payments | 2,986 | 1,574 | 90% |
| bilateral trade terms | 2,743 | 1,702 | 61% |
| customs union deal | 1,848 | 956 | 93% |
| trade bloc compliance | 1,554 | 984 | 58% |
| free trade pact | 1,491 | 894 | 67% |
| preferential trade deal | 1,361 | 609 | 123% |
| wto rulings | 1,354 | 484 | 180% |
| foreign trade zone | 1,283 | 902 | 42% |
| oil price volatility | 1,253 | 567 | 121% |
| severe weather warning | 477 | 1,077 | -56% |
| life-threatening weather | 332 | 822 | -60% |
| extreme weather advisory | 346 | 821 | -58% |
| weather emergency alert | 301 | 687 | -56% |
| f1 world championship | 328 | 650 | -50% |
Event and signal lenses
United States comparison coverage
Regulatory Risk
429,360 classified articlestariff negotiations, free trade deals, preferential tariff
46.0% critical · 32.2% positiveFunding Momentum
104,647 classified articleshighway funding, infrastructure grants, flight disruption payments
37.5% critical · 43.1% positiveGrowth
135,372 classified articleslogistics update, logistics bottleneck, tariff negotiations
36.5% critical · 45.6% positiveTransportation and Logistics coverage tagged Miami. Topic labels describe recorded classifications and can include broad context.
RESEARCH SIGNALSWhat Transportation and Logistics research is working on
637 papers in the recorded india scope.
Expand panel +
What Transportation and Logistics research is working on
637 papers in the recorded india scope.
Research orientation
Contribution mix
Tone counts: 573 positive · 31 neutral · 33 negative.
- 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
- 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
- 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
Leading researchers
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
Common problems researchers identify · 01Electric Fleet Planning Challenges
26 papers37.7% 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
| Year | Share index |
|---|---|
| 2022 | 965.0 |
| 2023 | 967.0 |
| 2024 | 784.7 |
| 2025 | 351.9 |
Common problems researchers identify · 02Standardizing Fleet Management
25 papers36.2% 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
| Year | Share index |
|---|---|
| 2022 | 58.0 |
| 2023 | 59.7 |
| 2024 | 61.3 |
| 2025 | 50.9 |
Common problems researchers identify · 03Supply‑Chain Optimization Gaps
10 papers14.5% 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
| Year | Share index |
|---|---|
| 2022 | 468.2 |
| 2023 | 498.8 |
| 2024 | 611.9 |
| 2025 | 583.8 |
Common problems researchers identify · 04Biofuel Supply‑Chain Scaling Issues
8 papers11.6% 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
| Year | Share index |
|---|---|
| 2022 | 776.5 |
| 2023 | 772.6 |
| 2024 | 707.2 |
| 2025 | 662.2 |
Cautions
24 papers · 4 recurring themes
Cautions · 01Fleet Service and Scheduling Risks
12 papers50.0% 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
| Year | Share index |
|---|---|
| 2022 | 357.1 |
| 2023 | 321.2 |
| 2024 | 191.4 |
| 2025 | 71.3 |
Cautions · 02Environmental Impact of Biofuel Chains
5 papers20.8% 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
| Year | Share index |
|---|---|
| 2022 | 659.7 |
| 2023 | 675.3 |
| 2024 | 565.9 |
| 2025 | 500.9 |
Cautions · 03Revenue Uncertainty in Electrification
4 papers16.7% 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
| Year | Share index |
|---|---|
| 2022 | 129.9 |
| 2023 | 126.2 |
| 2024 | 84.0 |
| 2025 | 100.5 |
Cautions · 04Machine‑Learning Limits in Supply Chains
3 papers12.5% 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
| Year | Share index |
|---|---|
| 2022 | 13.9 |
| 2023 | 15.4 |
| 2024 | 23.4 |
| 2025 | 35.4 |
Opportunities
411 papers · 7 recurring themes
Opportunities · 01Advanced Supply‑Chain Optimization
93 papers22.6% 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
| Year | Share index |
|---|---|
| 2022 | 473.0 |
| 2023 | 504.8 |
| 2024 | 619.6 |
| 2025 | 603.0 |
Opportunities · 02Integrated Airline Fleet Scheduling
70 papers17.0% 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
| Year | Share index |
|---|---|
| 2022 | 392.6 |
| 2023 | 356.0 |
| 2024 | 221.9 |
| 2025 | 113.8 |
Opportunities · 03Data‑Driven Fleet Efficiency
63 papers15.3% 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
| Year | Share index |
|---|---|
| 2022 | 701.2 |
| 2023 | 720.6 |
| 2024 | 636.6 |
| 2025 | 425.3 |
Opportunities · 04Electric Fleet Operations Strategies
52 papers12.7% 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
| Year | Share index |
|---|---|
| 2022 | 450.6 |
| 2023 | 502.5 |
| 2024 | 485.5 |
| 2025 | 460.4 |
Opportunities · 05Biofuel Supply‑Chain Design
51 papers12.4% 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
| Year | Share index |
|---|---|
| 2022 | 581.8 |
| 2023 | 573.1 |
| 2024 | 545.3 |
| 2025 | 467.8 |
Opportunities · 06Mobility‑on‑Demand Routing Innovations
43 papers10.5% 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
| Year | Share index |
|---|---|
| 2022 | 406.8 |
| 2023 | 368.3 |
| 2024 | 244.6 |
| 2025 | 148.3 |
Opportunities · 07Telematics for Truck Performance
39 papers9.5% 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
| Year | Share index |
|---|---|
| 2022 | 1332.3 |
| 2023 | 1288.0 |
| 2024 | 1051.5 |
| 2025 | 943.7 |
How this field compares with the research baseline
Orientation shares compared with 25,000 papers in the reference sample.
| Research orientation | This field | Reference sample |
|---|---|---|
| Promising | 52.4% | 36.9% |
| Breakthrough | 17.7% | 26.4% |
| Problem-identifying | 11.5% | 9.6% |
| Descriptive | 9.9% | 17.7% |
| Cautionary | 4.1% | 4.5% |
| Comparative | 4.1% | 3.9% |
| Critical | 0.3% | 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 paper | Papers | Share | Raised as a problem | Worldwide share |
|---|---|---|---|---|
| Hardware, e-waste & supply chainIBM Blends Heuristics and Optimization to Plan Its Semiconductor Supply Chain | 3 | 0.51% | 0 (0.0%) | 0.11% |
| Carbon & emissions of computeUsing Artificial Intelligence to Reduce Carbon Emissions from the Saudi Commercial Fleet | 1 | 0.17% | 0 (0.0%) | 0.02% |
| Privacy & surveillancePrivacy-preserving MaaS fleet management | 1 | 0.17% | 0 (0.0%) | 0.12% |
| Energy & datacenter footprint | 0 | 0.0% | 0 (%) | 0.0% |
| Water use | 0 | 0.0% | 0 (%) | 0.0% |
| Labour & data work | 0 | 0.0% | 0 (%) | 0.02% |
| Safety & misuse | 0 | 0.0% | 0 (%) | 0.0% |
| Bias & fairness | 0 | 0.0% | 0 (%) | 0.04% |
| Concentration of compute power | 0 | 0.0% | 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.
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 ↗