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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 SWEDEN EDITION 2026

Sweden’s
transportation and logistics tech industry,
in focus.

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

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

An industry ecosystem,
measured in context.

Transportation and Logistics Tech illustration
Companies tracked 380Transportation and Logistics Tech ecosystem in Sweden Disclosed funding $2.98B41 companies · all recorded rounds Companies hiring 19With open roles at the snapshot Tracked open roles 260 employers posted in the preceding 30 days
MEET THE COMPANIES

Explore Sweden’s transportation and logistics tech leaders

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

Expand panel +
Explore the full landscape
Transportation and Logistics Tech company highlights in Sweden, snapshot 3 September 2026
Company
Einrideeinride.tech$892.27M2 roles571Financial figure available in RadarView in Radar
Voivoi.com$597.59M—1,000—
Elvy Energyelvyenergy.com$592.85M———
Instaboxinstabox.io$329.7M—105—
Cabonlinecabonline.com$188.84M—161—
Budbeebudbee.com$135.72M—442—
inriverinriver.com$57.44M—350Financial figure available in RadarView in Radar
Ingridingrid.com$33.62M—74Financial figure available in RadarView in Radar
Centirocentiro.com—5 roles19Financial figure available in RadarView in Radar
nShiftnshift.com—3 roles500Financial figure available in RadarView in Radar
Brizobrizo.se—1 roles31—
Flyttsmartflyttsmart.se—1 roles——
Prime Penguinprimepenguin.com—1 roles16—
Qlocxqlocx.com—1 roles11—
Sendifysendify.se—1 roles75—
Airmeeairmee.com——134—
EasyParkeasyparkgroup.com——1,000—
FraktJaktfraktjakt.se——4—
Gordon Deliverygordondelivery.com——95—
Icomeraicomera.com——194—
Navigraphnavigraph.com————
Parksterparkster.com——51—
SLsl.se——6—
SiB Solutionssibsolutions.com——42—
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
THE KEY SIGNALS

Transportation and Logistics Tech industry KPIs in Sweden

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

3 September 2026
Hiring participation5.0%

19 of 380 tracked companies have open roles.

Funding participation13.7%

52 of 380 tracked companies have a recorded round.

Top 3 funding share69.8%

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

Median disclosed round$4.5M

Midpoint of 89 rounds with a disclosed amount.

Scale is concentrated. Opportunity is broader. The three largest funding recipients hold 69.8% of disclosed capital, while 86.3% of tracked companies have no recorded funding round.

Explore the segments →
CAPITAL & COMPANY FORMATION

How Sweden transportation and logistics tech 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

Sweden transportation and logistics tech
$0$212.85M$425.69M$638.54M$851.38M2016: $7.52M20162017: $239.95M20172018: $63.76M20182019: $166.4M20192020: $350.92M20202021: $458.38M20212022: $746.83M20222023: $30.15M20232024: $76.74M20242025: $689.74M2025
View the numbers
Annual transportation and logistics tech funding and company formation in Sweden
YearFunding (USD)FoundedRaising
2016$7.52M209
2017$239.95M248
2018$63.76M156
2019$166.4M257
2020$350.92M3810
2021$458.38M1710
2022$746.83M115
2023$30.15M74
2024$76.74M46
2025$689.74M05
WHERE CAPITAL SITS

Funding concentration

Share of all disclosed company funding.

  • Einride29.9%
  • Voi20.0%
  • Elvy Energy19.9%
  • Other companies30.2%

Funding by stage

106 recorded rounds since 2016

NUMBER OF ROUNDS
Seed & Angel33 31.1%
Series A–B30 28.3%
Series C+ / PE15 14.2%
Grants, debt & other28 26.4%

Recent recorded rounds

Latest recorded rounds · USD
2 rounds

Swipe or scroll horizontally to browse.

Series A05/2026
Inretrn $10.78M

Backed by Viking Growth.

Series A05/2026
Elvy Energy $6.91M

Backed by Essential Capital and Daft Capital and others.

Largest and notable recorded rounds

Each card is one recorded round
10 cards

Swipe or scroll horizontally to browse.

Series C12/2020
Voivoi.com$160M

Backed by The Raine Group and VNV Global and others.

Series D12/2021
Voivoi.com$115M

Backed by The Raine Group and VNV Global and others.

Series B11/2019
Voivoi.com$85M

Backed by VNV Global and Balderton Capital and others.

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

DIGITAL FOOTPRINT

Web traffic, app reach and release cadence

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

Busiest websites

10 of the 380 companies on this page carry a measured traffic record (2.6%); these are the largest of those, by monthly visits. The median among them is 376,986 visits.

CompanyMonthly visitsAuthorityMobile
SLsl.se1,713,0595464%
Budbeebudbee.com1,597,5254392.1%
Navigraphnavigraph.com1,170,6824018.7%
Icomeraicomera.com729,4013131.9%
Voivoi.com442,9844686.2%
Trafikotrafiko.se310,9883860.8%
Instaboxinstabox.io218,4943197.2%
MABI Sverige ABmabi.se108,723375.4%
FraktJaktfraktjakt.se87,0213353.1%
pinDeliverpindeliver.com57,4171894.5%

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

Most-installed apps

93 of these companies (24.5%) publish at least one Android app — 155 apps in all, carrying 28.4M installs between them.

AppInstallsRatingStore category
Voi – e-scooter & e-bike hireVoi7.9M4.8Travel & Local
Parkster - Smooth parkingParkster4.7M4.2Travel & Local
SLSL3.6M2.1Travel & Local
BudbeeBudbee2.3M3.4Lifestyle
Aimo - Parking with Aimo ParkAimo1.6M2.8Auto & Vehicles
A Better Routeplanner (ABRP)abetterrouteplanner.com1.6M4.7Maps & Navigation
ePARK – quick and easy parkingePARK954.1K4.1Travel & Local
InstaboxInstabox487.1K—Lifestyle
TaxiCallerTaxiCaller455.4K3.3Maps & Navigation
Taxi SthlmTaxi Stockholm430.9K4.6Travel & Local

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 (2024Q1–2026Q2).

SegmentAppsInstallsLeading appRelease trend
Road Transport Tech10724.9MVoi – e-scooter & e-bike hire 7.9M
Electric Vehicles68.1MQick Scooters 128.9K
Smart Public Transport124.9MSL 3.6M
Logistics Tech473.4MBudbee 2.3M
It Services61.1MLänstrafiken Örebro 252.9K
Aviation It4203.9KNavigraph Charts 198.4K
Online Travel280KKINTO Share Nordics 74.4K
Security & Surveillance Technology467.8KGpsGate Tracker 49.8K

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.

2023Q1: 52023Q1: 12023Q12023Q3: 32023Q3: 22023Q32023Q4: 22023Q4: 22023Q42024Q1: 12024Q1: 12024Q12024Q2: 22024Q2: 02024Q22024Q3: 42024Q3: 52024Q32024Q4: 22024Q4: 72024Q42025Q1: 32025Q1: 12025Q12025Q2: 52025Q2: 32025Q22025Q3: 32025Q3: 152025Q32025Q4: 32025Q4: 82025Q42026Q1: 42026Q1: 322026Q1

Darker bars are new releases, lighter bars apps updated. 100 of 155 apps carry a release date. The series ends at 2026Q1, the last quarter that closed before the June 2026 reading.

INSIDE THE INDUSTRY

The Sweden transportation and logistics tech market map

Explore the segments behind the headline numbers.

Expand panel +

Where companies are building

Rank segments by scale, hiring or disclosed funding.

Enterprise tech212
Consumer digital132
Enterprise software116
Saas97
Logistics saas63
Gig employers54
Marketplaces51
Shared mobility46
B2c e-commerce35
Commerce enablers34
Travel and hospitality saas32
E-commerce logistics31

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

SEGMENT TO EXPLORE

Enterprise tech

The largest measured segment in this report snapshot.

212companies
7.5%have hiring activity

16 companies hiring · $1.82B disclosed funding

Explore in Radar

How companies make money

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

Subscription258
Commission on transaction120
Fee-for-service77
E-commerce - service75
E-commerce - product26
Physical commerce21
Advertising18
Renting / leasing15
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 8 dated reports
IPO activityeinride.tech ↗

Einride AB (publ) (“Einride” or the “Company”), a technology company driving the transition to cost-efficient electric and autonomous freight operations for some of the world’s largest shippers, and Legato Merger Corp. III (NYSE American: LEGT) (“Legato”), a special purpose acquisition company, today announced the public filing of a registration statement on Form F‑4 (the “Registration Statement”) with the U.S. Securities and Exchange Commission (“SEC”) in connection with the proposed business combination between Einride and Legato (the “Transaction”). The Transaction, which was announced on November 12, 2025, is expected to result in Einride listing its ordinary shares in the form of American Depositary Shares (“ADS”) on NASDAQ in the second quarter of 2026 under the ticker symbol “ENRD”, subject to customary closing conditions. The Transaction values Einride at a pre‑money equity value of $1.35 billion and is expected to deliver approximately $333 million in gross proceeds including a $113 million oversubscribed PIPE capital raise, announced on February 26, 2026, from a group of new and existing investors, and up to $220 million in proceeds from Legato’s cash‑in‑trust before accounting for potential redemptions and transaction expenses.

Funding roundssibsolutions.com ↗

Sib Solutions, a Lund-based logtech startup, has raised € 1 million in a new financing round, Breakit reports.

Mergers & acquisitionseasyparkgroup.com ↗

Today, EasyPark Group, a leading provider of digital parking and mobility solutions, announces the completion of its strategic acquisition of Flowbird Group.

Regulatoryingrid.com ↗

Both projects have obtained building permits

New productstrustrace.com ↗

TrusTrace has unveiled its “One Retail Hub,” a free AI-powered platform that is already helping fashion brands such as Zalando and ASOS cut compliance reporting times by 70 percent.

New productsinriver.com ↗

The Enhance Agent removes the manual effort from upgrading existing product descriptions. This AI agent automatically corrects grammar, simplifies technical language for consumer audiences, tailors content for channel specific needs, and rewrites content to match brand voice and regional tone for content governance at scale.

Leadership movesicomera.com ↗

Icomera has announced the appointment of Ben Dunlop as the new Managing Director of its DG8 design and engineering division, effective early March.

Contractsnshift.com ↗

Asmet implemented nShift TMS to streamline execution across inbound and outbound logistics.

Full recorded event mix

Top 10 categories among 53 recorded events in the 24-month window.

New products
12
Funding rounds
10
Contracts
8
Leadership moves
6
IPO activity
6
Mergers & acquisitions
4
Regulatory
2
Asset acquisitions
2
Lawsuit
1
Incorporation
1
6 activity cards

Swipe or scroll horizontally to browse.

IPO pipeline

1 companies with recorded IPO activity

Einride ↗

SPAC · NASDAQ6 reports

Leadership moves

4 tracked people moves

Icomera ↗
Ben Dunlop

Appointment Managing Director

Einride ↗
Gary Hicok

Appointment Board of Directors

Icomera ↗
Cyril Morette

Appointment Sales Manager, Media Content Solutions

Einride ↗
Anubhav Verma

Appointment Chief Financial Officer

Product launches

Products, platforms and features in the recorded window

TrusTrace ↗
"One Retail Hub"

AI-powered supply chain compliance platform

inriver ↗
Enhance Agent

Product Information Management

inriver ↗
Visual Workflow Builder

Product Information Management

nShift ↗
nShift’s delivery platform

Logistics Automation

Contract wins

8 recorded customer wins

Einride ↗

Customer: amazonE-commerce

nShift ↗

Customer: asmetLogistics

Einride ↗

Customer: Legato Merger Corp. III

TrusTrace ↗

Customer: new lookRetail

nShift ↗

Customer: hairlustTechnology

Voi ↗

Customer: Métropole du Havre

Regulatory events

2 recorded events

Ingrid ↗

obtained building permits

EasyPark ↗

approved acquisitionFrench Competition Market Regulator

Litigation

1 tracked suits

Company
einride v A.P. Moller–Maersk

contract breachCivil · Ongoing

Mergers and acquisitions

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

Acquirer → targetStatusDateValue / context
Legato Merger Corp. III→Einride ↗Announced2025-11-20$1.8B
wisetech global→CargoIT ↗Completed2025-05-27Not stated in snapshot
EasyPark→flowbird groupCompleted2025-01-15Not stated in snapshot
camp systems→Avinode ↗Completed2024-05-01$200.0M
accenture→advoco ↗2023-10-30Not stated in snapshot
tier mobility→Voi ↗2023-09-12Not stated in snapshot

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

PEOPLE & OPPORTUNITY

The talent market

Recorded hiring and workforce signals from the available source snapshot.

Expand panel +

Most advertised job titles

No repeated job title is supported by this snapshot.

0 internship postings

0 tracked postings mention remote work.

THE PEOPLE BUILDING THE FIELD

Founders and leaders

185 founders and chief executives across 138 companies.

Expand panel +
12 profiles

Swipe or scroll horizontally to browse.

Education networks

18 profiles with education records.

Lund University
3
INSEAD
2
HEC Paris
2
Uppsala University
2
Linköping University
2
MIT Sloan School of Management
1
RMIT University
1
Harvard Business School
1

Prior employers

2 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

192,041 articles in the measured 12-month window.

Expand panel +
192,041articles in the measured year
27,863articles in 2026Q1
25.3%positive tone in the latest complete year

News volume trends

Transportation and Logistics Tech coverage across Sweden · articles per complete quarter

032,58865,17797,765130,3542021Q2: 26,2702021Q22021Q3: 26,3272021Q4: 25,5642022Q1: 29,9222022Q2: 33,3292022Q22022Q3: 29,9162022Q4: 36,8282023Q1: 38,8872023Q2: 37,3302023Q22023Q3: 38,9542023Q4: 33,6712024Q1: 41,9172024Q2: 48,2642024Q22024Q3: 45,5812024Q4: 46,9412025Q1: 64,2342025Q2: 38,7882025Q22025Q3: 113,3512025Q4: 20,9212026Q1: 27,8632026Q1
View quarterly article counts
QuarterArticles
2021Q226,270
2021Q326,327
2021Q425,564
2022Q129,922
2022Q233,329
2022Q329,916
2022Q436,828
2023Q138,887
2023Q237,330
2023Q338,954
2023Q433,671
2024Q141,917
2024Q248,264
2024Q345,581
2024Q446,941
2025Q164,234
2025Q238,788
2025Q3113,351
2025Q420,921
2026Q127,863

Article volume measures coverage, not market sales.

Tone of coverage over time

2021
36,175 positive · 30,802 neutral · 16,659 negative
2022
49,993 positive · 48,447 neutral · 31,406 negative
2023
55,852 positive · 60,927 neutral · 31,873 negative
2024
57,124 positive · 95,705 neutral · 29,729 negative
2025
59,952 positive · 150,008 neutral · 27,166 negative

Leading coverage topics

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

International And Transnational Geographic Entities299,068 articles in the full recorded period
108,075 recent · 81,371 prior
Geopolitical Disputes And Contested Areas299,060 articles in the full recorded period
108,074 recent · 81,365 prior
Administrative And Political Subdivisions299,046 articles in the full recorded period
108,068 recent · 81,365 prior
International Sports Competitions16,136 articles in the full recorded period
3,454 recent · 2,801 prior
International Political Relations13,490 articles in the full recorded period
1,947 recent · 2,016 prior
Olympic Games Coverage9,751 articles in the full recorded period
2,127 recent · 2,094 prior
Security And Defense Policies9,332 articles in the full recorded period
1,377 recent · 1,395 prior
Winter Sports Coverage7,014 articles in the full recorded period
1,801 recent · 1,580 prior
Championship Event Highlights6,584 articles in the full recorded period
1,596 recent · 1,112 prior
International Relations And Diplomacy6,426 articles in the full recorded period
1,049 recent · 946 prior

Recent and prior counts use the source comparison windows.

Topics gaining and losing attention

Transportation and Logistics Tech coverage across Sweden

KeywordRecentPriorChange
countries4,1931,858126%
tariff negotiations763128496%
free trade deals41558616%
trade dispute mechanisms40950718%
bilateral trade39245771%
final match recaps362142155%
women\'s champions league35719880%
ski competitions31719860%
thrash rock elements310271048%
international cups30916390%
summer olympics athletics35275-87%
olympic career milestones67271-75%
olympians career highlights67269-75%
budget motel7268-97%
motel1262-100%

Event and signal lenses

Transportation and Logistics Tech coverage across Sweden

All complete annual cohorts shown
Rising

Regulatory Risk

486,968 classified articles

territories, disputed islands, countries

8.2% critical · 6.8% positive
Rising

Funding Momentum

22,222 classified articles

ice hotel, ice palace hotel, budget motel

35.2% critical · 42.5% positive
Rising

Growth

30,619 classified articles

quarterly results, dc fast-charging deployment, charging corridor development

29.8% critical · 48.7% positive

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

RESEARCH SIGNALS

What Transportation and Logistics Tech 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 Risk and OptimizationCommon problems researchers identify · 01

Supply Chain Risk and Optimization

155 papers

20.3% of this theme group

Researchers highlight challenges in managing and optimizing supply chain operations and mitigating associated risks.

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 in AeronauticsCommon problems researchers identify · 02

Fleet Management in Aeronautics

143 papers

18.7% of this theme group

Papers discuss difficulties in overseeing large vehicle fleets within aeronautical and broader operational contexts.

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
Truck Fleet Operational IssuesCommon problems researchers identify · 03

Truck Fleet Operational Issues

136 papers

17.8% of this theme group

Studies focus on inefficiencies and management problems specific to road transport and truck fleets.

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 and GPSCommon problems researchers identify · 04

Public Transport Routing and GPS

122 papers

16.0% of this theme group

Works examine shortcomings in vehicle routing, positioning, and tracking for public transportation 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 and EmissionsCommon problems researchers identify · 05

Truck Fuel Efficiency and Emissions

102 papers

13.4% of this theme group

Research points to high fuel consumption and emission concerns in conventional 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

Authors identify obstacles to adopting electric vehicles within commercial fleets, especially 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 Feedstock Supply ChainsCommon problems researchers identify · 07

Biomass Feedstock Supply Chains

50 papers

6.5% of this theme group

Papers reveal complexities in sourcing, transporting, and processing biomass for biofuel production.

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 and Infrastructure Limits for FleetsCautions · 01

Energy and Infrastructure Limits for Fleets

70 papers

42.7% of this theme group

Cautionary studies warn about fleet management constraints and driver awareness affecting fuel savings.

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 Impacts on Public and Freight TransportCautions · 02

Electrification Impacts on Public and Freight Transport

51 papers

31.1% of this theme group

Research cautions on performance trade‑offs and charging strategies for electric public‑transport and freight fleets.

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 RisksCautions · 03

Supply Chain Optimization Risks

24 papers

14.6% of this theme group

Authors advise careful use of advanced optimization and machine‑learning techniques to avoid new vulnerabilities.

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 ChallengesCautions · 04

Biofuel Production Scale Challenges

19 papers

11.6% of this theme group

Studies highlight cost and resource efficiency issues 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

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Advanced Supply Chain OptimizationOpportunities · 01

Advanced Supply Chain Optimization

892 papers

24.5% of this theme group

Opportunities focus on improving supply chain performance, resilience, and on‑time delivery through sophisticated models.

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 Shared MobilityOpportunities · 02

Vehicle Routing and Shared Mobility

641 papers

17.6% of this theme group

Research explores robust routing, sizing, and scheduling methods for dynamic, demand‑responsive transport services.

Vehicle routing problem (156) · Routing (84) · Truck (129) · Service (145)

Distributionally Robust Optimization Approaches for a Stochastic Mobile Facility Fleet Sizing, Routing, and Scheduling Problem

Optimizing Vehicle Distributions and Fleet Sizes for Shared Mobility-on-Demand

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

Predictive Maintenance for Fleets

625 papers

17.2% of this theme group

Papers propose data‑driven maintenance strategies to increase vehicle reliability and reduce downtime.

Fleet management (466) · Predictive maintenance (46) · Transport engineering (116) · Preventive maintenance (35)

A Simulation and Optimization Methodology for Reliability of Vehicle Fleets

DEVELOPMENT OF OPTIMIZED MAINTENANCE SYSTEM FOR VEHICLE FLEET

View research history
YearShare index
2022477.5
2023450.8
2024350.4
2025173.6
Aviation Fleet Assignment and SchedulingOpportunities · 04

Aviation Fleet Assignment and Scheduling

502 papers

13.8% of this theme group

Works develop integrated optimization approaches for airline fleet allocation, flight timing, and routing.

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
IoT‑Enabled Vehicle TrackingOpportunities · 05

IoT‑Enabled Vehicle Tracking

367 papers

10.1% of this theme group

Studies present smart tracking systems that enhance real‑time fleet visibility and management.

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

Research targets efficient charging schedules, battery health, and tariff management for large electric vehicle 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

Papers investigate multi‑objective designs for eco‑friendly, cost‑effective biomass logistics supporting biofuel production.

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%36.8%
Descriptive18.2%17.5%
Breakthrough14.6%26.4%
Problem-identifying12.7%9.8%
Comparative3.2%3.9%
Cautionary2.8%4.6%
Critical0.2%0.9%

Concerns receiving less research attention

Counts and shares refer to the stated research pool. A low count describes how much of that research is recorded here, not the absence of a real-world concern.

Concern / example paperPapersShareRaised as a problemWorldwide share
Privacy & surveillanceSecurity, privacy and safety evaluation of dynamic and static fleets of drones70.12%1 (14.3%)0.12%
Hardware, e-waste & supply chainIBM Blends Heuristics and Optimization to Plan Its Semiconductor Supply Chain60.11%0 (0.0%)0.11%
Concentration of compute powerOn the Optimization & Equilibrium of Demand in Supply Chain Based on the Value-adding Mechanism of Information Sharing40.07%1 (25.0%)0.07%
Bias & fairnessDynamic Shared Autonomous Vehicle Fleet Operations with Consideration of Fairness20.04%1 (50.0%)0.04%
Carbon & emissions of computeUsing Artificial Intelligence to Reduce Carbon Emissions from the Saudi Commercial Fleet10.02%0 (0.0%)0.02%
Labour & data workGender continues to play a role in fleet salaries10.02%0 (0.0%)0.02%
Energy & datacenter footprint00.0%0 (%)0.0%
Water use00.0%0 (%)0.0%
Safety & misuse00.0%0 (%)0.0%

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

GEOGRAPHIC FOOTPRINT

Where companies are based

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

Expand panel +
8 cards

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UNDERSTAND THE LANDSCAPE

Transportation and Logistics Tech in Sweden: key questions

Clear definitions for making better comparisons.

What does this landscape measure?

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

Can segment counts be added together?

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

What does a missing figure mean?

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

KEEP EXPLORING

Put Sweden in context

All landscapes ↗

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