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 ITALY EDITION 2026

Italy’s
transportation and logistics industry,
in focus.

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

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

An industry ecosystem,
measured in context.

Transportation and Logistics illustration
MEET THE COMPANIES

Explore Italy’s transportation and logistics leaders

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

Expand panel +
24 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 Italy

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

1 September 2026
Hiring participation3.2%

25 of 785 tracked companies have open roles.

Funding participation4.3%

34 of 785 tracked companies have a recorded round.

Top 3 funding share90.1%

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

Median disclosed round$200.91K

Midpoint of 51 rounds with a disclosed amount.

Scale is concentrated. Opportunity is broader. The three largest funding recipients hold 90.1% of disclosed capital, while 95.7% of tracked companies have no recorded funding round.

Explore the segments →
CAPITAL & COMPANY FORMATION

How Italy 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

Italy transportation and logistics
$0$101.1M$202.19M$303.29M$404.39M2016: $2.99M20162017: $354.73M20172018: $5.07M20182019: $7.7M20192020: $491.86K20202021: $8.38M20212022: $766.75K20222023: $4.25M20232024: $59.68M20242025: $02025
View the numbers
Annual transportation and logistics funding and company formation in Italy
YearFunding (USD)FoundedRaising
2016$2.99M135
2017$354.73M228
2018$5.07M278
2019$7.7M176
2020$491.86K213
2021$8.38M156
2022$766.75K93
2023$4.25M31
2024$59.68M02
2025$000
WHERE CAPITAL SITS

Funding concentration

Share of all disclosed company funding.

  • Autovia Padana62.5%
  • Italo Treno20.1%
  • LimoLane7.5%
  • Other companies9.9%

Funding by stage

62 recorded rounds since 2016

NUMBER OF ROUNDS
Seed & Angel3 4.8%
Series A–B3 4.8%
Series C+ / PE2 3.2%
Grants, debt & other54 87.1%

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
6 cards

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 Italy; this is a checked implementation boundary, not evidence that filings are absent.

DIGITAL FOOTPRINT

Web traffic, app reach and release cadence

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

Busiest websites

15 of the 787 companies on this page carry a measured traffic record (1.9%); these are the largest of those, by monthly visits. The median among them is 191,936 visits.

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

Most-installed apps

62 of these companies (7.9%) publish at least one Android app — 82 apps in all, carrying 11.2M installs between them.

AppInstallsRatingStore category
Italo: Italian Highspeed TrainItalo Treno4.4M4.8Travel & Local
Trenord - Train TimetableTrenord2M2.7Maps & Navigation
AMT GenovaAZIENDA MOBILITA E TRASPORTI S.p.A.815.5K3.1Maps & Navigation
Unico CampaniaUnicocampania785.1K1.7Travel & Local
Itabus - Viaggi di qualitàItabus748.5KTravel & Local
Arriva MyPayArriva517.7K1.7Maps & Navigation
AutoguidovieAUTOGUIDOVIE313.2K2.4Travel & Local
AeroitaliaAeroitalia297.8KTravel & Local
Busitalia VenetoFsbusitaliaveneto271.8K2.7Travel & Local
myBRTBrt169.5KBusiness

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 (2023Q3–2026Q1).

SegmentAppsInstallsLeading appRelease trend
Passenger Rail Operators26.4MItalo: Italian Highspeed Train 4.4M
Bus Operators193MUnico Campania 785.1K
Freight Forwarders10988.4KAMT Genova 815.5K
Road Infrastructure Operators12353.7KBresciapp! 134.8K
Passenger Airlines3299KAeroitalia 297.8K
Warehousing3172.5KmyBRT 169.5K
Car Rentals1168.9KRent.it Car Rental 35.9K
Airport Operators466.5KNaples International Airport 62.5K

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: 32022Q4: 12022Q42023Q3: 12023Q3: 02023Q32024Q2: 22024Q2: 12024Q22024Q3: 32024Q3: 102024Q32024Q4: 22024Q4: 42024Q42025Q1: 22025Q1: 32025Q12025Q2: 12025Q2: 52025Q22025Q4: 22025Q4: 82025Q42026Q1: 32026Q1: 142026Q1

Darker bars are new releases, lighter bars apps updated. 56 of 82 apps carry a release date. The series ends at 2026Q1, the last quarter that closed before the June 2026 reading.

INSIDE THE INDUSTRY

The Italy 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 & acquisitionsfagioli.com ↗

Business Ceva Logistics is set to acquire Italian project logistics specialist Fagioli.

Mergers & acquisitionslimolane.com ↗

LimoLane, a leading digital platform for premium business travel and event mobility services, has acquired Driven Worldwide, an international provider of VIP transportation solutions for multinational corporations, investors and global banks.

Funding roundspremuda.net ↗

Global law firm Hogan Lovells has advised Premuda S.p.A., a leading shipping company, operating internationally in the maritime transport sector of dry and liquid bulk cargoes, on two loan facilities (one of which is sustainability-linked) with an overall value of over US$100 million. The financing is for the refinancing and acquisition of the eco-design product tankers “PS Singapore” and “PS Sydney”, both already under management, and for the management buyout.

Mergers & acquisitionscompagniaferroviariaitaliana.it ↗

The deal would involve Mercitalia Logistics purchasing a 30 per cent minority stake in CFI, according to Italian newspaper Il Corriere della Sera.

Mergers & acquisitionssifteberti.it ↗

Baker McKenzie advised Planzer on its acquisition of Sifte Berti, an Italian logistics company headquartered in Lainate (near Milan), further expanding Planzer’s network in Italy.

Mergers & acquisitionsita-airways.com ↗

As a result, the Lufthansa Group has a 41 percent stake in the Italian airline ITA Airways.

Mergers & acquisitionseasybox.it ↗

The Hertfordshire, England-based self-storage provider has set up the 50/50 joint venture with investment manager Nuveen Real Estate, to acquire Easybox Self Storage SRL for €175 million.

Mergers & acquisitionsprimatgroup.com ↗

The acquisition represents a strategic move for Gunnebo to bolster production within Europe.

Mergers & acquisitionssavinodelbene.com ↗

Fieldfisher advised the leading Italian logistics company Savino Del Bene S.p.A. on the complete takeover of Hamburger Seabridge Transport GmbH.

Leadership movespsaitaly.com ↗

Marco Conforti, who is stepping down after a three-year term.

Full recorded event mix

Top 10 categories among 127 recorded events in the 24-month window.

Company announcements
57
Contracts
21
Mergers & acquisitions
19
Leadership moves
11
Capital infusions
5
Regulatory
5
Earnings
4
Funding rounds
2
Asset acquisitions
2
New products
1
3 activity cards

Swipe or scroll horizontally to browse.

Leadership moves

3 tracked people moves

PSA Italy ↗
Dirk Jan Storm

Appointment President of PSA Italy

PSA Italy ↗
Marco Conforti

Resignation Previously President of PSA Italy

Fagioli ↗
Raffaela Rossi

Appointment Chief Commercial Officer – EMEA & APAC area

Contract wins

10 recorded customer wins

elia ↗

Customer: engieEnergy

Fagioli ↗

Customer: notus contract lifting

Atitech ↗

Customer: Alnimr Alarabi HoldingAerospace / Maintenance

premuda ↗

Customer: Venergy MaritimeShipping

Cometto ↗

Customer: DenzaiConstruction Machinery / Heavy Transport

Esterminal ↗

Customer: Port Operations

Regulatory events

6 recorded events

ITA Airways ↗

codeshare partnership approvedUS Department of Transportation

ITA Airways ↗

approved for integration into Star AllianceStar Alliance Chief Executive Board

ITA Airways ↗

approved integration into Star AllianceStar Alliance Chief Executive Board (CEB)

ITA Airways ↗

approved to begin integration processStar Alliance

Mergers and acquisitions

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

Acquirer → targetStatusDateValue / context
lufthansa groupITA Airways ↗Completed2026-04-08Not stated in snapshot
dnataAirport Handling ↗Completed2026-03-31Not stated in snapshot
MovinterMetal Finishing SystemAnnounced2026-03-31$1.9M
MSC Shipping GroupITA Airways ↗Rumored2026-03-30Not stated in snapshot
ceva logisticsFagioli ↗Announced2026-03-25Not stated in snapshot
deutsche lufthansaITA Airways ↗Announced2026-01-27Not 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 10-posting snapshot covers 5 employers.

Expand panel +

Most advertised job titles

International Logistics Excellence Specialist2
0 internship postings

0 tracked postings mention remote work.

The seniority mix

2 postings specify a level.

unspecified
8
intern
2

Skills employers mention

Top skills across 10 tracked postings in the available jobs snapshot.

Logistics
8
Fleet Management
5
Warehouse
5
Process Control
2
Process Engineering
1
Project Management
1
Safety Regulations
1
System Integration
1
Inbound Logistics
1
Inventory Accuracy
1
THE PEOPLE BUILDING THE FIELD

Founders and leaders

83 founders and chief executives across 77 companies.

Expand panel +
12 profiles

Swipe or scroll horizontally to browse.

Education networks

2 profiles with education records.

University of Pennsylvania
1
Harvard Business School
1
Harvard University
1

Prior employers

0 profiles with prior-work records.

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

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 persistent obstacles in coordinating large vehicle fleets and improving operational efficiency.

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

Works examine how fleet oversight impacts road transport performance and engineering decisions.

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

Papers discuss the complexities of vehicle tracking, routing, and positioning for 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 faced by heavy‑duty trucking fleets.

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

Analyses explore the challenges of 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 address logistical and material constraints in biofuel feedstock production and distribution.

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

Authors caution that aggressive fuel‑efficiency tactics may strain infrastructure and driver behavior.

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

Research warns of operational and charging complexities when converting public and freight fleets to electric power.

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

Works advise careful use of advanced analytics to avoid over‑reliance on uncertain data.

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 Scale ConcernsCautions · 04

Biofuel Production Scale Concerns

19 papers

11.6% of this theme group

Papers highlight cost and resource trade‑offs when scaling 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 StrategiesOpportunities · 01

Advanced Supply Chain Strategies

892 papers

24.5% of this theme group

Opportunities focus on improving resilience and performance through sophisticated optimization 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 promotes robust routing models to enhance fleet sizing and service reliability.

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 showcase data‑driven methods to extend vehicle life 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 approaches to aircraft assignment, routing, and timing for airlines.

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 tracking to improve logistics visibility and control.

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 explore strategies for managing battery health, tariffs, and energy use in electric fleets.

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 propose multi‑objective designs 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%37.3%
Descriptive18.2%17.9%
Breakthrough14.6%25.9%
Problem-identifying12.7%9.8%
Comparative3.2%3.8%
Cautionary2.8%4.4%
Critical0.2%1.0%

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 Italy: 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: 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