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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 SINGAPORE EDITION 2026

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

The companies, capital and talent shaping transportation and logistics tech in Singapore. 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 Singapore
SG
COMPANIES · CAPITAL · TALENT

An industry ecosystem,
measured in context.

Transportation and Logistics Tech illustration
Companies tracked 443Transportation and Logistics Tech ecosystem in Singapore Disclosed funding $12.85B65 companies · all recorded rounds Companies hiring 27With open roles at the snapshot Tracked open roles 663 employers posted in the preceding 30 days
MEET THE COMPANIES

Explore Singapore’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 Singapore, snapshot 3 September 2026
Company
Grabgrab.com$10.74B—82—
Ninja Vanninjavan.co$1.15B4 roles67,000—
MVL Foundationmvlchain.io$129.97M—100—
Beamridebeam.com$125.4M—268—
Neuronrideneuron.com$81.37M—200Financial figure available in RadarView in Radar
Neptune Roboticsneptune-robotics.com$69.43M—60—
AfterShipaftership.com$67M4 roles300—
oBikeo.bike$45.06M—16—
Ocean Network Expressone-line.com—10 roles224Financial figure available in RadarView in Radar
GoCometgocomet.com—6 roles132—
Portcastportcast.io—6 roles27—
Anchantoanchanto.com—4 roles96Financial figure available in RadarView in Radar
Intelizestintelizest.com—4 roles——
uParceluparcel.sg—3 roles27—
20Cube20cube.com——175Financial figure available in RadarView in Radar
BlueSGbluesg.com.sg——52—
Botsyncbotsync.co——26—
Detrack Systemsdetrack.com——22—
Easybookeasybook.com——400—
GetGogetgo.sg——140—
IBS Softwareibssoftwareinmotion.com————
Locadgolocad.com——100Financial figure available in RadarView in Radar
ST Engineeringstengg.com——25,000Financial figure available in RadarView in Radar
Vibrant Groupvibrant.com.sg——477Financial figure available in RadarView in Radar
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 Tech industry KPIs in Singapore

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

3 September 2026
Hiring participation6.1%

27 of 443 tracked companies have open roles.

Funding participation18.5%

82 of 443 tracked companies have a recorded round.

Top 3 funding share93.6%

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

Median disclosed round$6.25M

Midpoint of 126 rounds with a disclosed amount.

Scale is concentrated. Opportunity is broader. The three largest funding recipients hold 93.6% of disclosed capital, while 81.5% of tracked companies have no recorded funding round.

Explore the segments →
CAPITAL & COMPANY FORMATION

How Singapore 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

Singapore transportation and logistics tech
$0$888.06M$1.78B$2.66B$3.55B2016: $780.31M20162017: $2.66B20172018: $3.12B20182019: $2.03B20192020: $1.59B20202021: $1.41B20212022: $326.93M20222023: $56.54M20232024: $89.06M20242025: $63.9M2025
View the numbers
Annual transportation and logistics tech funding and company formation in Singapore
YearFunding (USD)FoundedRaising
2016$780.31M363
2017$2.66B4111
2018$3.12B5114
2019$2.03B3613
2020$1.59B3311
2021$1.41B3320
2022$326.93M1716
2023$56.54M118
2024$89.06M59
2025$63.9M13
WHERE CAPITAL SITS

Funding concentration

Share of all disclosed company funding.

  • Grab83.6%
  • Ninja Van9.0%
  • MVL Foundation1.0%
  • Other companies6.4%

Funding by stage

185 recorded rounds since 2016

NUMBER OF ROUNDS
Seed & Angel75 40.5%
Series A–B59 31.9%
Series C+ / PE14 7.6%
Grants, debt & other37 20.0%

Recent recorded rounds

Latest recorded rounds · USD
1 rounds

Swipe or scroll horizontally to browse.

Largest and notable recorded rounds

Each card is one recorded round
10 cards

Swipe or scroll horizontally to browse.

Series H03/2019
Grabgrab.com$1.46B

Backed by Microsoft and Toyota Motor and others.

Series H08/2018
Grabgrab.com$1B

Backed by Oppenheimer Funds and Ping An Ventures and others.

Series H02/2020
Grabgrab.com$856M

Backed by MUFG Innovation Partners and TIS.

Series F09/2016
Grabgrab.com$750M

Backed by DiDi and SoftBank Group and others.

Series E08/2015
Grabgrab.com$350M

Backed by Coatue and China Investment Corporation 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 Singapore; this is a checked implementation boundary, not evidence that filings are absent.; No reviewed exact national-ID connector has yet been qualified for Singapore; this is a checked implementation boundary, not evidence that filings are absent.

DIGITAL FOOTPRINT

Web traffic, app reach and release cadence

How the Singapore 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 443 companies on this page carry a measured traffic record (2.3%); these are the largest of those, by monthly visits. The median among them is 598,172 visits.

CompanyMonthly visitsAuthorityMobile
Grabgrab.com16,987,8267186.5%
AfterShipaftership.com10,488,4227074.9%
Ninja Vanninjavan.co1,280,5785961.2%
Parcel Monitorparcelmonitor.com1,140,8424784.2%
Easybookeasybook.com886,6875163.8%
SimplyGosimplygo.com.sg309,6575082.2%
Parcelperformparcelperform.com284,4673595.3%
MagicPortmagicport.ai224,1143755.3%
SGTrainssgtrains.com212,3243991.9%
Infologinfolog.com.sg152,0172295.7%

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

Most-installed apps

96 of these companies (21.7%) publish at least one Android app — 265 apps in all, carrying 470.7M installs between them.

AppInstallsRatingStore category
Grab - Taxi & Food DeliveryGrab354M4.8Travel & Local
Grab Driver: App for PartnersGrab60.2M3.9Maps & Navigation
GrabMerchantGrab18.6M4.1Food & Drink
AfterShip Package TrackerAfterShip11.3M4.6Shopping
Beam - Escooter sharingBeam5M4.6Travel & Local
TADA - Taxi, Cab, Ride HailingTADA3.8M4.4Maps & Navigation
Easybook® Bus Train Ferry TourEasybook3.1M3.2Travel & Local
Neuron E-scooters and E-bikesNeuron1.9M4.4Travel & Local
SG BusesSG NextBus1.9M3.3Maps & Navigation
SimplyGoSimplyGo1.8M3.8Travel & 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 Tech85456.5MGrab - Taxi & Food Delivery 354M
Logistics Tech185447MGrab Driver: App for Partners 60.2M
Payments3432.9MGrabMerchant 18.6M
Electric Vehicles26.9MBeam - Escooter sharing 5M
Online Travel84.2MEasybook® Bus Train Ferry Tour 3.1M
Smart Public Transport313.6MPO. Harapan Jaya 268.8K
Field Force Automation3250.8KDetrack Proof Of Delivery POD 239.3K
Enterprise Resource Planning84224.7KSeafarer Portal (BSM) 93.4K

A company can carry several segment tags, so these rows overlap and should not be added together. Trend lines are zero-based and share one quarter grid, so a flat line is a quiet segment, not a missing one.

Release cadence by quarter

New apps published, beside apps whose most recent update landed in that quarter — the second bar is how much of the shelf is still being maintained.

2023Q2: 62023Q2: 52023Q22023Q3: 52023Q3: 62023Q32023Q4: 122023Q4: 52023Q42024Q1: 122024Q1: 122024Q12024Q2: 132024Q2: 62024Q22024Q3: 102024Q3: 112024Q32024Q4: 82024Q4: 142024Q42025Q1: 72025Q1: 182025Q12025Q2: 82025Q2: 122025Q22025Q3: 62025Q3: 292025Q32025Q4: 52025Q4: 192025Q42026Q1: 52026Q1: 492026Q1

Darker bars are new releases, lighter bars apps updated. 214 of 265 apps carry a release date. The series ends at 2026Q1, the last quarter that closed before the June 2026 reading.

INSIDE THE INDUSTRY

The Singapore 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 tech314
Logistics tech286
Enterprise software193
Consumer digital144
Saas137
Logistics saas116
Shared mobility58
Marketplaces56
Commerce enablers52
E-commerce logistics48
Gig employers46
Fleet management41

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

SEGMENT TO EXPLORE

Enterprise tech

The largest measured segment in this report snapshot.

314companies
8.0%have hiring activity

25 companies hiring · $12.38B disclosed funding

Explore in Radar

How companies make money

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

Subscription291
Commission on transaction148
Fee-for-service108
E-commerce - service103
Advertising22
Renting / leasing20
E-commerce - product11
Physical commerce10
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
Funding roundsneptune-robotics.com ↗

Maritime and Port Authority of Singapore (MPA) has awarded close to SGD 3.7 million (USD 2.9 million) in R&D co-funding to six companies, including Alicia Bots, C-Leanship, Neptune Robotics, Oceanis Robotics, RINA, and Seahi Robotics.

Mergers & acquisitionsmariapps.com ↗

MariApps Marine Solutions, a global leader in maritime digital solutions and a member of the Schulte Group, has announced it has acquired 100% ownership of Hyderabad-based software company, EffiaSoft Private Limited.

Mergers & acquisitionsone-line.com ↗

Ocean Network Express (ONE) has signed a share purchase agreement for a 30% stake in Hutchison Laemchabang Terminal Limited (HLT) in Thailand.

Funding roundsdrivelah.sg ↗

Car-sharing marketplace Drive lah raised $5 million in a new investment round led by transport company ComfortDelGro, which contributed $2 million.

Funding roundsxsquaretechnologies.com ↗

XSquare, a UAE‑based B2B fintech, has secured fresh investment from AngelSpark to fast‑track the growth of its unified financial operations platform. The value of the round has not been disclosed, but the company’s ambitions are clear: simplify the messy, fragmented world of business finance.

Funding roundsninjavan.co ↗

Logistics firm Ninja Van exemplifies the decade's supply chain innovations amid rising e-commerce demands.

Funding roundsbotsync.co ↗

Botsync, a Singapore-based robotics automation company specialising in Autonomous Mobile Robots (AMRs) and vendor-agnostic automation orchestration, has received an undisclosed amount of additional funding from SGInnovate as part of its extended Series A round.

Funding roundsrushowl.app ↗

RushOwl , a Singapore-based ride‑sharing platform that reduces carbon emissions with its proprietary AI‑based technology, has raised US$10 million in Series A funding led by Gobi Partners, a pan‑Asian venture capital firm.

Funding roundsrideblitz.com ↗

Blitz Electric Mobility (Blitz), an Indonesia-based electric vehicle (EV) logistics enabler, has closed a Pre-Series A funding round led by Malaysia-based Vynn Capital.

IPO activityio3.sg ↗

The companies that went public included BeLive Technology, LTMH, Concorde Security, and iO3.

Full recorded event mix

Top 10 categories among 195 recorded events in the 24-month window.

Contracts
67
Company announcements
35
Earnings
25
Funding rounds
17
Leadership moves
14
Lawsuit
9
Mergers & acquisitions
9
New products
7
Asset acquisitions
5
Capital infusions
3
6 activity cards

Swipe or scroll horizontally to browse.

IPO pipeline

1 companies with recorded IPO activity

iO3 ↗

IPO activity1 reports

Leadership moves

12 tracked people moves

Vincent Chong

Appointment Chief Executive Officer

Tomohiro Hosaka

Appointment Managing Director for Ocean Network Express (ONE) Europe and Africa region

Takahiro Kikuchi

Resignation Previously Managing Director for Ocean Network Express (ONE) Europe and Africa region

20Cube ↗
Albert Ng

Appointment Head of Strategy and Implementation

20Cube ↗
Beat Simon

Appointment Executive Chairman

Eric Khua

Resignation Previously Chief Executive Officer

Jeremy Nixon

Appointment Senior Advisor

Christophe Roux

Appointment Senior Vice President and Head of Passenger Solutions

Product launches

Products, platforms and features in the recorded window

AfterShip ↗
Delivery Date Prediction API

API

Integrated airframe and nacelle service centre

MRO Service

Ninja Van ↗
Anchanto’s Warehouse Management System (WMS)

Warehouse Management System

India-Gulf Service 4 (IG4)

Service

Pakistan Gulf Service (PGS)

Service

Innovez-One ↗
AI-powered Smart Port Solution

Port Management Information System (PMIS)

Workforce actions

2 companies with reported reductions

Ninja Van ↗

10.0% rolesbusiness restructuring

BlueSG ↗

Scale not stated rolescost reduction

Litigation

10 tracked suits

Company
Creditors v Autobahn Rent A Car, shariot, 17 related firms

Moratorium to halt creditor actionsRegulatory · Dismissed

Company
qvc, Cornerstone Brands v ocean network express (one)

higher freight rates during Covid-19 pandemic due to refusal to offer contracted spaceRegulatory · Filed

Earnings pulse

Reported company results in the recorded window.

5companies
43period observations
9.9%median reported growth

Median across 33 reported growth observations; companies may contribute multiple periods.

Mergers and acquisitions

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

Acquirer → targetStatusDateValue / context
Sing Fuels→Prime\'s Bunkersplus ServicesAnnounced2026-06-06Not stated in snapshot
MariApps→effiasoftAnnounced2026-04-08Not stated in snapshot
Ocean Network Express→Hutchison Laemchabang Terminal Limited (HLT)Announced2026-03-31Not stated in snapshot
Ocean Network Express→poseidonAnnounced2026-03-10Not stated in snapshot
Ocean Network Express→Dalian Container TerminalAnnounced2026-02-12Not stated in snapshot
blackstone group→IBS Software ↗Completed2025-08-09$170.0M

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

PEOPLE & OPPORTUNITY

The talent market

145 postings in the preceding 12 months. The full 203-posting snapshot covers 8 employers.

Expand panel +

Most advertised job titles

Laboratory Executive (Assistant Manager / Manager), Ece2
Research Fellow Bioinformatician (Cancer Science Institute)2
Research Fellow (Lkyspp)2
Research Fellow (Dept Of Medicine)2
Web Designer (Ui/Ux)2
Research Assistant (Healthy Longevity Trp)2
0 internship postings

1 tracked postings mention remote work.

The seniority mix

55 postings specify a level.

unspecified
148
senior
27
manager
18
lead
6
entry
2
intern
2

Skills employers mention

Top skills across 203 tracked postings in the available jobs snapshot.

Python
37
Data Analysis
16
Machine Learning
10
Deep Learning
9
Linux
9
Microsoft Office
8
R
8
Ms Office
8
Matlab
8
Bash
7
ADVERTISED PAY$55.5K/ year

Median across 55 postings with pay data, expressed in USD.

THE PEOPLE BUILDING THE FIELD

Founders and leaders

259 founders and chief executives across 193 companies.

Expand panel +
12 profiles

Swipe or scroll horizontally to browse.

Education networks

66 profiles with education records.

National University of Singapore (NUS)
24
Nanyang Technological University (NTU)
10
IIT Delhi
5
Stanford University
4
Monash University
3
Harvard Business School
2
INSEAD
2
Singapore Management University (SMU)
2

Prior employers

11 profiles with prior-work records.

McKinsey
4
Microsoft
2
Goldman Sachs
2
Morgan Stanley
2
Google
1
eBay
1

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

NEWS INTELLIGENCE

How this industry appears in the news

209,314 articles in the measured 12-month window.

Expand panel +
209,314articles in the measured year
31,491articles in 2026Q1
30.5%positive tone in the latest complete year

News volume trends

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

033,13666,27399,409132,5462021Q2: 25,3112021Q22021Q3: 27,1502021Q4: 25,5782022Q1: 28,3932022Q2: 28,2452022Q22022Q3: 30,6442022Q4: 35,5602023Q1: 38,5702023Q2: 37,0032023Q22023Q3: 37,3832023Q4: 39,9942024Q1: 40,9102024Q2: 50,9622024Q22024Q3: 48,7202024Q4: 52,2062025Q1: 64,9132025Q2: 39,9832025Q22025Q3: 115,2572025Q4: 28,0662026Q1: 31,4912026Q1
View quarterly article counts
QuarterArticles
2021Q225,311
2021Q327,150
2021Q425,578
2022Q128,393
2022Q228,245
2022Q330,644
2022Q435,560
2023Q138,570
2023Q237,003
2023Q337,383
2023Q439,994
2024Q140,910
2024Q250,962
2024Q348,720
2024Q452,206
2025Q164,913
2025Q239,983
2025Q3115,257
2025Q428,066
2026Q131,491

Article volume measures coverage, not market sales.

Tone of coverage over time

2021
38,149 positive · 31,011 neutral · 13,938 negative
2022
55,690 positive · 47,738 neutral · 19,331 negative
2023
71,820 positive · 60,388 neutral · 20,649 negative
2024
74,881 positive · 94,666 neutral · 23,168 negative
2025
75,789 positive · 150,234 neutral · 22,086 negative

Leading coverage topics

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

International And Transnational Geographic Entities299,961 articles in the full recorded period
108,068 recent · 81,364 prior
Geopolitical Disputes And Contested Areas299,953 articles in the full recorded period
108,065 recent · 81,359 prior
Administrative And Political Subdivisions299,950 articles in the full recorded period
108,064 recent · 81,360 prior
Cryptocurrency Impact On Forex Markets15,169 articles in the full recorded period
3,842 recent · 2,945 prior
New Product Launches And Innovations7,942 articles in the full recorded period
2,108 recent · 1,737 prior
Strategic Partnerships And Collaborations7,613 articles in the full recorded period
2,078 recent · 1,689 prior
Technology Adoption And Digital Transformation6,291 articles in the full recorded period
1,708 recent · 1,386 prior
Executive Leadership Changes And Appointments4,475 articles in the full recorded period
858 recent · 849 prior
Company Expansions And New Market Entries4,062 articles in the full recorded period
1,274 recent · 764 prior
Regulatory Compliance In Foreign Exchange Trading3,879 articles in the full recorded period
984 recent · 501 prior

Recent and prior counts use the source comparison windows.

Topics gaining and losing attention

Transportation and Logistics Tech coverage across Singapore

KeywordRecentPriorChange
countries4,1911,858126%
decentralized forex62237566%
stablecoin fx impact618281120%
global macro funds450212043%
study overseas322122164%
overseas study280117139%
semester abroad272106157%
direct investments (pe)243221005%
tanker routing22350346%
aframax tankers22059273%
flight safety measures128519-75%
f1 world championship286453-37%
oil price volatility268428-37%
f1 championship270425-36%
aircraft emergency procedures95422-77%

Event and signal lenses

Transportation and Logistics Tech coverage across Singapore

All complete annual cohorts shown
Rising

Regulatory Risk

547,232 classified articles

territories, disputed islands, countries

13.7% critical · 12.5% positive
Rising

Funding Momentum

29,147 classified articles

inflation reports fx, pre-ipo valuation, currency intervention policies

45.1% critical · 59.8% positive
Rising

Growth

55,175 classified articles

gdp growth forex, inflation reports fx, entering global market

39.9% critical · 53.6% positive

Transportation and Logistics Tech coverage across Singapore. 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 / Supply Chain OptimizationCommon problems researchers identify · 01

Supply Chain / Supply Chain Optimization

155 papers

20.3% of this theme group

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 / AeronauticsCommon problems researchers identify · 02

Fleet Management / Aeronautics

143 papers

18.7% of this theme group

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
Fleet Management / Transport EngineeringCommon problems researchers identify · 03

Fleet Management / Transport Engineering

136 papers

17.8% of this theme group

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
Global Positioning System / Public TransportCommon problems researchers identify · 04

Global Positioning System / Public Transport

122 papers

16.0% of this theme group

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 EfficiencyCommon problems researchers identify · 05

Truck / Fuel Efficiency

102 papers

13.4% of this theme group

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 / ElectrificationCommon problems researchers identify · 06

Electric Vehicle / Electrification

56 papers

7.3% of this theme group

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 / BiofuelCommon problems researchers identify · 07

Biomass / Biofuel

50 papers

6.5% of this theme group

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.

Fleet Management / Fuel EfficiencyCautions · 01

Fleet Management / Fuel Efficiency

70 papers

42.7% of this theme group

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
Public Transport / TruckCautions · 02

Public Transport / Truck

51 papers

31.1% of this theme group

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 / Supply Chain OptimizationCautions · 03

Supply Chain / Supply Chain Optimization

24 papers

14.6% of this theme group

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 / BiomassCautions · 04

Biofuel / Biomass

19 papers

11.6% of this theme group

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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Supply Chain / Supply Chain ManagementOpportunities · 01

Supply Chain / Supply Chain Management

892 papers

24.5% of this theme group

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 Problem / RoutingOpportunities · 02

Vehicle Routing Problem / Routing

641 papers

17.6% of this theme group

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
Fleet Management / Predictive MaintenanceOpportunities · 03

Fleet Management / Predictive Maintenance

625 papers

17.2% of this theme group

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
Operations Research / Fleet ManagementOpportunities · 04

Operations Research / Fleet Management

502 papers

13.8% of this theme group

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
Global Positioning System / Vehicle Tracking SystemOpportunities · 05

Global Positioning System / Vehicle Tracking System

367 papers

10.1% of this theme group

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 Vehicle / ElectrificationOpportunities · 06

Electric Vehicle / Electrification

342 papers

9.4% of this theme group

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
Biomass / BiofuelOpportunities · 07

Biomass / Biofuel

272 papers

7.5% of this theme group

Biomass (94) · Biofuel (92) · Supply chain (229) · Supply chain optimization (108)

Multi-Objective Optimization to Support the Design of a Sustainable Supply Chain for the Generation of Biofuels from Forest Waste

Economic, environmental and social optimization of forest-based biomass supply chains for bioenergy and biofuels

View research history
YearShare index
20222360.6
20232443.1
20242566.2
20252484.9

How this field compares with the research baseline

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

Research orientationThis fieldReference sample
Promising48.3%37.4%
Descriptive18.2%17.4%
Breakthrough14.6%26.6%
Problem-identifying12.7%9.5%
Comparative3.2%3.8%
Cautionary2.8%4.4%
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.

UNDERSTAND THE LANDSCAPE

Transportation and Logistics Tech in Singapore: 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 Singapore 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