Industry landscapes
The companies, capital and talent shaping transportation and logistics in Singapore. Find the leaders. Understand the segments. See where the activity is.
An industry ecosystem,
measured in context.
24 featured companies from the funding, hiring, revenue and team-size leaderboards.
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 ↗
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 ↗A few useful ratios bring the size of this ecosystem into perspective.
24 of 514 tracked companies have open roles.
14 of 514 tracked companies have a recorded round.
Share of disclosed capital received by the three largest recorded recipients.
Midpoint of 11 rounds with a disclosed amount.
Scale is concentrated. Opportunity is broader. The three largest funding recipients hold 85.7% of disclosed capital, while 97.3% of tracked companies have no recorded funding round.
Explore the segments →Recorded company formation and disclosed funding across the complete annual series shown.
Sum of recorded funding rounds · USD
| Year | Funding (USD) | Founded | Raising |
|---|---|---|---|
| 2016 | $0 | 20 | 0 |
| 2017 | $0 | 17 | 0 |
| 2018 | $127.61M | 15 | 2 |
| 2019 | $205.4M | 24 | 2 |
| 2020 | $0 | 20 | 0 |
| 2021 | $10.47M | 18 | 1 |
| 2022 | $0 | 17 | 0 |
| 2023 | $0 | 5 | 0 |
| 2024 | $724.03M | 4 | 2 |
| 2025 | $8.53M | 1 | 1 |
Share of all disclosed company funding.
18 recorded rounds since 2016
Recorded participation in transportation and logistics company rounds since 2016.
Backed by Golden Ocean.
Backed by Golden Ocean.
Backed by Super Group.
Backed by Kae Capital and Real Time Accelerator Fund and others.
No reviewed exact national-ID connector has yet been qualified for Singapore; this is a checked implementation boundary, not evidence that filings are absent.
How the Singapore companies on this page show up online: the sites people visit, the apps they install, and how often those apps ship.
5 of the 514 companies on this page carry a measured traffic record (1%); these are the largest of those, by monthly visits. The median among them is 1,662,011 visits.
| Company | Monthly visits | Authority | Mobile |
|---|---|---|---|
| Singapore Airlinessingaporeair.com | 8,205,065 | 75 | 56.7% |
| Scootflyscoot.com | 3,570,805 | 68 | 64.6% |
| Changi Airportchangiairport.com | 1,662,011 | 69 | 77.1% |
| Jewel Changi Airportjewelchangiairport.com | 244,136 | 55 | 79.8% |
| PILpilship.com | 189,475 | 46 | 13% |
Visits and authority are third-party web estimates, not company-reported figures.
21 of these companies (4.1%) publish at least one Android app — 38 apps in all, carrying 10M installs between them.
| App | Installs | Rating | Store category |
|---|---|---|---|
| Singapore AirlinesSingapore Airlines | 5.3M | 4.8 | Travel & Local |
| ScootScoot | 2.6M | 4.5 | Travel & Local |
| Kris+ by Singapore AirlinesSingapore Airlines | 1.9M | 3.6 | Lifestyle |
| AHOY - Seafarer’s professionalSynergy Group | 69.2K | 4.6 | Productivity |
| SWEET Changi AirportChangi Airport | 47.5K | — | Productivity |
| acCEss Changi EastChangi Airport | 43.7K | — | Travel & Local |
| PILPIL | 15.8K | — | Business |
| PSAU LearnPSA International | 11.6K | — | Education |
| Strides Premier PartnerStridespremier | 9.5K | — | Travel & Local |
| JP PassJurong Port | 6.6K | — | Business |
Installs are lifetime totals to date at the June 2026 store reading — a measure of reach, not of people using an app today.
The busiest app inside each of this page’s own segments, with the quarterly release trend behind it (2024Q1–2026Q2).
| Segment | Apps | Installs | Leading app | Release trend |
|---|---|---|---|---|
| Passenger Airlines | 3 | 9.8M | Singapore Airlines 5.3M | |
| Airport Operators | 3 | 91.2K | SWEET Changi Airport 47.5K | |
| Port Operators | 5 | 19.5K | PSAU Learn 11.6K | |
| Maritime Shipping | 6 | 16.2K | PIL 15.8K | |
| Warehousing | 10 | 6.7K | YES! Your Extra Space 4.1K | |
| Professional Consumer Services | 2 | 4.7K | Extra Space Express 619 | |
| Freight Forwarders | 12 | 3.4K | ST LOGISTICS AMS 1.4K |
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.
New apps published, beside apps whose most recent update landed in that quarter — the second bar is how much of the shelf is still being maintained.
Darker bars are new releases, lighter bars apps updated. 23 of 38 apps carry a release date. The series ends at 2026Q1, the last quarter that closed before the June 2026 reading.
Explore the segments behind the headline numbers.
Rank segments by scale, hiring or disclosed funding.
Companies can sit in several segments. Counts and funding overlap.
The largest measured segment in this report snapshot.
0 companies hiring · $0 disclosed funding
Explore in RadarCommon revenue models; a company can use more than one.
Recorded corporate activity linked to companies in this landscape.
BOC Aviation has completed a self-arranged club loan transaction worth US$2 billion with the participation of 19 international banks, strengthening its funding base and supporting future growth.
On Feb 24, Marco Polo Marine announced a proposed placement of up to 144.9 million new shares at S$0.145 apiece, raising up to about S$21 million in gross proceeds.
MOL said today it had taken a 15% stake in CKL
Its first issuance under this new programme totals USD 300 million in senior unsecured notes, maturing in May 2031, with an 8.5% coupon.
Singapore-based product tanker giant Hafnia has agreed to acquire a 14.45% holding in Danish rival Torm from Oaktree Capital Management in a deal worth about $311.4m.
ComfortDelGro became the sole owner of taxi operator CityCab on Monday, after acquiring all of ST Engineering Land Systems’ shares for a total purchase consideration of S$116.3 million.
PSA International is exploring the sale of its 20 per cent stake in CK Hutchison’s ports business.
Watson Farley & Williams (“WFW”) advised Pacific Basin Shipping (“Pacific Basin”) on a US$250m sustainability-linked seven-year senior secured committed revolving credit facility.
KKR acquired Goodpack in 2014 for about $1 billion and delisted the company.
Singapore Post was founded in 1819, and IPO on Singapore Exchange (SGX) in 2003.
Top 10 categories among 432 recorded events in the 24-month window.
1 companies with recorded IPO activity
IPO activity · SGX1 reports
19 tracked people moves
Appointment Cadet Administrative Officer
Appointment Chief Executive Officer
Appointment Deputy Chairman and Non-Executive Independent Director
Promotion Group role within parent company ComfortDelGro
Appointment director of S&P
Appointment Non-Executive Director
Departure
Departure Previously Chief Financial Officer
Products, platforms and features in the recorded window
Service
Service
Autonomous shuttle
Corporate booking
34 recorded customer wins
Customer: sf groupLogistics
Customer: Shenzhen S.F. Taisen Holding (SF)Air Cargo and Logistics
Customer: sky airlineAviation
Customer: Shipping Corporation of India Land and AssetsMaritime training, research and knowledge exchange
Customer: yang ming marine transportMaritime Shipping
Customer: Cambodian AirwaysCommercial aviation
2 companies with reported reductions
5 rolesredundancy
Scale not stated rolesautomation
8 recorded events
approved for storage of aluminum and lead ingotsCME Group
approved to operate in key portsSaudi authorities
approved for partnershipCompetition and Consumer Commission of Singapore
conditionally approvedCompetition and Consumer Commission of Singapore (CCCS)
3 tracked suits
Price-fixing of fuel surchargesCivil · Ongoing
Insurance claims for stranded aircraft lossesCivil · Ongoing
Reported company results in the recorded window.
Median across 107 reported growth observations; companies may contribute multiple periods.
Company-linked deal reports; status is preserved as recorded.
| Acquirer → target | Status | Date | Value / context |
|---|---|---|---|
| Hafnia→TORM plc | Announced | 2025-09-11 | Not stated in snapshot |
| ComfortDelGro→ST Engineering Land Systems | Completed | 2025-09-02 | Not stated in snapshot |
| ComfortDelGro→citycab | Completed | 2025-09-01 | $1.2B |
| Na→PSA International ↗ | Rumored | 2025-07-27 | Not stated in snapshot |
| Singapore Airlines→air india | Completed | 2025-02-21 | Not stated in snapshot |
| KKR & Co.→goodpack ↗ | Completed | 2025-02-21 | $1.0B |
A discussion or rumour is not a completed transaction. An unstated value is not zero.
178 postings in the preceding 12 months. The full 1,143-posting snapshot covers 353 employers.
0 tracked postings mention remote work.
253 postings specify a level.
Top skills across 1,143 tracked postings in the available jobs snapshot.
Median across 554 postings with pay data, expressed in USD.
Advertised posting medians do not describe all employees or roles.
| Company | Open roles |
|---|---|
| Jurong Port ↗ | 5 |
| Synergy Shipping ↗ | 3 |
| Allied ↗ | 3 |
| Sin Chew ↗ | 2 |
| BHS ↗ | 2 |
| Work+Store ↗ | 2 |
| Swire Shipping ↗ | 2 |
| goodpack ↗ | 2 |
| Company | Employees |
|---|---|
| ComfortDelGro ↗ | 22,972 |
| PIL ↗ | 18,000 |
| penguin international ↗ | 14,500 |
| singapore post ↗ | 7,500 |
| sia engineering company ↗ | 5,515 |
| Changi Airport ↗ | 2,531 |
| Synergy Group ↗ | 1,878 |
| COSCO SHIPPING International ↗ | 880 |
65 founders and chief executives across 59 companies.
Ex-Changi Airport Group. Nanyang Technological University Singapore BE 2003, National University of Singapore MBA 2016…
ex-MD Tamoil Shipping, ex-FR8, Ugland Brothers. Institute of Chartered Shipbrokers 1992, Merchant Navy College
Chairman Capital Lease Aviation, F100, Director Diamond Distribution and Polishing, ex-Chairman Advent Air, MD Advent Television…
Ex-Co-Founder Ziraaf, RIVIGO. Indian Institute of Technology, Guwahati BTech 2011
Ex-Pacific Carriers, AET, MISC Berhad. INSEAD Advanced Management Programme 2019, Cass Business School Master of Science - MS…
Ex-Popular Logistics, Trans-Link Express, Dynacast International, ST Engineering. Loughborough University Master of Science.
Ex-CEO SBS Transit, Singapore Airforce. Massachusetts Institute of Technology MBA 2006, MIT Sloan School of Management MBA
CEO-PSA · Ex-Panalpina · University of Phoenix 2010, Texas Tech University - Rawls College of Business MBA 2013
COO-Grab · Ex-CEO SATS, HSBC Singapore, Personal Financial Services, Reuters · HBS 1993, University of Oxford
Fubao, Fine Art Storage Services, Asia Freeport Holdings, Managing Director Artport Commercial Consultancy
ex-Fleet Management, Radiant Shipping, Maersk Line. Directorate of Marine Engineering Training BTech 1993…
Cool Company, Kenon Holdings, ex-Pacific Drilling, Morgan Stanley. ESCP Business School 2001
5 profiles with education records.
2 profiles with prior-work records.
Profiles cover recorded founders and leaders; contact details remain in Radar.
301,634 articles in the measured 12-month window.
Transportation and Logistics coverage across Singapore · articles per complete quarter
| Quarter | Articles |
|---|---|
| 2021Q2 | 39,300 |
| 2021Q3 | 43,481 |
| 2021Q4 | 39,592 |
| 2022Q1 | 42,884 |
| 2022Q2 | 43,997 |
| 2022Q3 | 49,319 |
| 2022Q4 | 54,996 |
| 2023Q1 | 57,203 |
| 2023Q2 | 56,327 |
| 2023Q3 | 57,250 |
| 2023Q4 | 62,835 |
| 2024Q1 | 60,941 |
| 2024Q2 | 71,442 |
| 2024Q3 | 69,971 |
| 2024Q4 | 73,016 |
| 2025Q1 | 86,953 |
| 2025Q2 | 56,568 |
| 2025Q3 | 150,452 |
| 2025Q4 | 45,620 |
| 2026Q1 | 51,501 |
Article volume measures coverage, not market sales.
750 recorded company events across 25 companies; percentages use that event total.
Transportation and Logistics coverage across Singapore · ranked by full-period article count.
Recent and prior counts use the source comparison windows.
Transportation and Logistics coverage across Singapore
| Keyword | Recent | Prior | Change |
|---|---|---|---|
| countries | 4,192 | 1,858 | 126% |
| stablecoin fx impact | 687 | 306 | 125% |
| decentralized forex | 675 | 402 | 68% |
| study overseas | 593 | 188 | 215% |
| overseas study | 540 | 176 | 207% |
| semester abroad | 473 | 146 | 224% |
| international programs | 345 | 97 | 256% |
| tanker routing | 322 | 53 | 508% |
| aframax tankers | 318 | 68 | 368% |
| export sanctions | 285 | 97 | 194% |
| flight safety measures | 128 | 519 | -75% |
| f1 world championship | 324 | 509 | -36% |
| f1 championship | 302 | 477 | -37% |
| direct investments (pe) | 266 | 440 | -40% |
| brent crude forecast | 92 | 425 | -78% |
Transportation and Logistics coverage across Singapore
territories, disputed islands, countries
18.3% critical · 16.0% positiveinflation reports fx, currency intervention policies, pre-ipo valuation
41.1% critical · 58.7% positivegdp growth forex, gdp growth rate, inflation reports fx
39.4% critical · 51.8% positiveTransportation and Logistics coverage across Singapore. Topic labels describe recorded classifications and can include broad context.
6,419 papers in the recorded worldwide scope.
Tone counts: 5,520 positive · 624 neutral · 275 negative.
Landmark: Challenges in Scaling Up Biofuels Infrastructure
Landmark: Assessing the impacts of deploying a shared self-driving urban mobility system: An agent-based model applied to the city of Lisbon, Portugal
Landmark: The Two-Echelon Capacitated Vehicle Routing Problem: Models and Math-Based Heuristics
Common problems researchers identify · 0120.3% of this theme group
Researchers highlight difficulties in optimizing and securing supply chain operations across 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
| Year | Share index |
|---|---|
| 2022 | 1840.8 |
| 2023 | 1936.3 |
| 2024 | 2116.2 |
| 2025 | 2094.9 |
Common problems researchers identify · 0218.7% of this theme group
Studies point to inefficiencies and complexity in managing vehicle fleets and related operations.
Fleet management (118) · Aeronautics (19) · Operations management (23) · Operations research (20)
Making Fleet Management Easier.
Guide for Fleet Management
| Year | Share index |
|---|---|
| 2022 | 551.3 |
| 2023 | 517.7 |
| 2024 | 420.5 |
| 2025 | 186.4 |
Common problems researchers identify · 0317.8% of this theme group
Papers discuss obstacles in improving transport company performance through fleet engineering.
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
| Year | Share index |
|---|---|
| 2022 | 622.4 |
| 2023 | 600.6 |
| 2024 | 479.3 |
| 2025 | 309.6 |
Common problems researchers identify · 0416.0% of this theme group
Research identifies routing and positioning challenges for public 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
| Year | Share index |
|---|---|
| 2022 | 1213.3 |
| 2023 | 1164.9 |
| 2024 | 1021.6 |
| 2025 | 1095.4 |
Common problems researchers identify · 0513.4% of this theme group
Works examine emissions and fuel consumption issues in heavy‑duty trucking.
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
| Year | Share index |
|---|---|
| 2022 | 438.9 |
| 2023 | 423.9 |
| 2024 | 335.3 |
| 2025 | 320.3 |
Common problems researchers identify · 067.3% of this theme group
Analyses focus on adoption and charging complexities for electric commercial fleets.
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
| Year | Share index |
|---|---|
| 2022 | 576.1 |
| 2023 | 631.0 |
| 2024 | 575.5 |
| 2025 | 551.4 |
Common problems researchers identify · 076.5% of this theme group
Studies address logistical and material challenges in biofuel feedstock supply.
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
| Year | Share index |
|---|---|
| 2022 | 776.5 |
| 2023 | 772.6 |
| 2024 | 707.2 |
| 2025 | 662.2 |
Cautions · 0142.7% of this theme group
Cautionary work warns of constraints and driver awareness affecting fuel‑saving strategies.
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
| Year | Share index |
|---|---|
| 2022 | 666.2 |
| 2023 | 631.1 |
| 2024 | 486.5 |
| 2025 | 311.2 |
Cautions · 0231.1% of this theme group
Research cautions about performance and charging strategy impacts on urban electric 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
| Year | Share index |
|---|---|
| 2022 | 637.3 |
| 2023 | 611.1 |
| 2024 | 554.8 |
| 2025 | 558.5 |
Cautions · 0314.6% of this theme group
Papers advise careful use of advanced methods due to risk and implementation challenges.
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
| Year | Share index |
|---|---|
| 2022 | 1840.8 |
| 2023 | 1936.3 |
| 2024 | 2116.2 |
| 2025 | 2094.9 |
Cautions · 0411.6% of this theme group
Analyses highlight cost and scale considerations that may limit biofuel viability.
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
| Year | Share index |
|---|---|
| 2022 | 643.9 |
| 2023 | 632.3 |
| 2024 | 603.0 |
| 2025 | 505.2 |
Opportunities · 0124.5% of this theme group
Opportunities focus on improving performance and resilience through sophisticated supply chain 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
| Year | Share index |
|---|---|
| 2022 | 1840.8 |
| 2023 | 1936.3 |
| 2024 | 2116.2 |
| 2025 | 2094.9 |
Opportunities · 0217.6% of this theme group
Research explores robust routing and sizing methods for dynamic fleet 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
| Year | Share index |
|---|---|
| 2022 | 316.1 |
| 2023 | 304.5 |
| 2024 | 265.2 |
| 2025 | 263.3 |
Opportunities · 0317.2% of this theme group
Studies promote data‑driven maintenance to enhance 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
| Year | Share index |
|---|---|
| 2022 | 477.5 |
| 2023 | 450.8 |
| 2024 | 350.4 |
| 2025 | 173.6 |
Opportunities · 0413.8% of this theme group
Works develop integrated approaches for airline fleet assignment and routing efficiency.
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
| Year | Share index |
|---|---|
| 2022 | 363.9 |
| 2023 | 329.4 |
| 2024 | 199.8 |
| 2025 | 83.4 |
Opportunities · 0510.1% of this theme group
Research advances real‑time tracking technologies for improved transportation 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
| Year | Share index |
|---|---|
| 2022 | 750.1 |
| 2023 | 726.5 |
| 2024 | 598.2 |
| 2025 | 660.4 |
Opportunities · 069.4% of this theme group
Papers propose optimized charging infrastructure and strategies 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
| Year | Share index |
|---|---|
| 2022 | 450.6 |
| 2023 | 502.5 |
| 2024 | 485.5 |
| 2025 | 460.4 |
Opportunities · 077.5% of this theme group
Studies aim to balance economic, environmental, and social goals in biofuel supply networks.
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
| Year | Share index |
|---|---|
| 2022 | 2360.6 |
| 2023 | 2443.1 |
| 2024 | 2566.2 |
| 2025 | 2484.9 |
Orientation shares compared with 25,000 papers in the reference sample.
| Research orientation | This field | Reference sample |
|---|---|---|
| Promising | 48.3% | 37.5% |
| Descriptive | 18.2% | 17.6% |
| Breakthrough | 14.6% | 26.1% |
| Problem-identifying | 12.7% | 10.0% |
| Comparative | 3.2% | 3.8% |
| Cautionary | 2.8% | 4.2% |
| Critical | 0.2% | 0.9% |
Counts and shares refer to the stated research pool. A low count describes how much of that research is recorded here, not the absence of a real-world concern.
| Concern / example paper | Papers | Share | Raised as a problem | Worldwide share |
|---|---|---|---|---|
| Privacy & surveillanceSecurity, privacy and safety evaluation of dynamic and static fleets of drones | 7 | 0.12% | 1 (14.3%) | 0.12% |
| Hardware, e-waste & supply chainIBM Blends Heuristics and Optimization to Plan Its Semiconductor Supply Chain | 6 | 0.11% | 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 Sharing | 4 | 0.07% | 1 (25.0%) | 0.07% |
| Bias & fairnessDynamic Shared Autonomous Vehicle Fleet Operations with Consideration of Fairness | 2 | 0.04% | 1 (50.0%) | 0.04% |
| Carbon & emissions of computeUsing Artificial Intelligence to Reduce Carbon Emissions from the Saudi Commercial Fleet | 1 | 0.02% | 0 (0.0%) | 0.02% |
| Labour & data workGender continues to play a role in fleet salaries | 1 | 0.02% | 0 (0.0%) | 0.02% |
| Energy & datacenter footprint | 0 | 0.0% | 0 (%) | 0.0% |
| Water use | 0 | 0.0% | 0 (%) | 0.0% |
| Safety & misuse | 0 | 0.0% | 0 (%) | 0.0% |
Institution and researcher rankings use citations to their covered work. Research scope: worldwide. This may be broader than the company geography.
Company counts, hiring and disclosed funding across the recorded hubs.
97.9% across the displayed hubs
19 companies hiring · $1.3B disclosed funding
Explore companies in Singapore ↗
0.5% across the displayed hubs
1 companies hiring · $0 disclosed funding
Explore companies in Hougang ↗
0.5% across the displayed hubs
0 companies hiring · $0 disclosed funding
Explore companies in Bedok ↗0.3% across the displayed hubs
0 companies hiring · $0 disclosed funding
Explore companies in Paya Lebar ↗
0.3% across the displayed hubs
0 companies hiring · $0 disclosed funding
Explore companies in Romford ↗0.3% across the displayed hubs
0 companies hiring · $0 disclosed funding
Explore companies in Bukit Merah ↗0.3% across the displayed hubs
0 companies hiring · $0 disclosed funding
Explore companies in Midview City ↗Clear definitions for making better comparisons.
It measures the tracked company ecosystem, recorded funding, hiring and other available evidence. It is not a market-size estimate.
No. A company can belong to several segments, so segment counts and funding can overlap.
A dash or unavailable panel means the current reviewed source snapshot does not support that figure.
Company ecosystem snapshot: 2 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 ↗