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 ↗
Indonesia’s
transportation and logistics industry,
in focus.
The companies, capital and talent shaping transportation and logistics in Indonesia. Find the leaders. Understand the segments. See where the activity is.

An industry ecosystem,
measured in context.
MEET THE COMPANIESExplore Indonesia’s transportation and logistics leaders
24 featured companies from the funding, hiring, revenue and team-size leaderboards.
Expand panel +
Explore Indonesia’s transportation and logistics leaders
24 featured companies from the funding, hiring, revenue and team-size leaderboards.
Company discovery
Recorded evidence onlyExplore the live startup set in Radar
No company example met every recorded classification, independence and public-profile gate in this snapshot. The live directory may have newer qualifying companies.
Explore classified startups in Radar ↗Transportation and Logistics industry KPIs in Indonesia
A few useful ratios bring the size of this ecosystem into perspective.
25 of 555 tracked companies have open roles.
11 of 555 tracked companies have a recorded round.
Share of disclosed capital received by the three largest recorded recipients.
Midpoint of 14 rounds with a disclosed amount.
Scale is concentrated. Opportunity is broader. The three largest funding recipients hold 90.8% of disclosed capital, while 98.0% of tracked companies have no recorded funding round.
Explore the segments →CAPITAL & COMPANY FORMATIONHow Indonesia transportation and logistics has grown
Recorded company formation and disclosed funding across the complete annual series shown.
Expand panel +
How Indonesia transportation and logistics has grown
Recorded company formation and disclosed funding across the complete annual series shown.
Disclosed funding by year
Sum of recorded funding rounds · USD
View the numbers
| Year | Funding (USD) | Founded | Raising |
|---|---|---|---|
| 2016 | $0 | 27 | 0 |
| 2017 | $0 | 18 | 0 |
| 2018 | $34.05M | 33 | 1 |
| 2019 | $344.11M | 36 | 4 |
| 2020 | $247.3M | 40 | 1 |
| 2021 | $0 | 34 | 0 |
| 2022 | $190.59M | 46 | 3 |
| 2023 | $400M | 28 | 1 |
| 2024 | $488.07M | 4 | 1 |
| 2025 | $0 | 0 | 0 |
Funding concentration
Share of all disclosed company funding.
- Kereta59.8%
- Pelindo Terminal Petikemas23.5%
- PT Jasamarga Pandaan Malang7.5%
- Other companies9.2%
Funding by stage
17 recorded rounds since 2016
Investors appearing most often
Recorded participation in transportation and logistics company rounds since 2016.
- 01Saratoga Investama Sedaya 1 rounds
- 02PT Sanurhasta Mitra Tbk 1 rounds
- 03Kemenkeu 1 rounds
- 04BCA Syariah 1 rounds
- 05Bank Central Asia 1 rounds
- 06Sumitomo Mitsui 1 rounds
- 07PermataBank 1 rounds
- 08Bank Mandiri 1 rounds
- 09Alliance To End Plastic Waste 1 rounds
- 010Plug and Play Tech Center 1 rounds
Recent recorded rounds
Latest recorded rounds · USDLargest and notable recorded rounds
Each card is one recorded roundBacked by DP World.
Backed by Kemenkeu.
Backed by Carro.
Backed by PT Sanurhasta Mitra Tbk.
THE BUSINESS BEHIND THE ACTIVITYRevenue, profitability & financial strength
Expand panel +
Revenue, profitability & financial strength
Annual accounts availability
No reviewed exact national-ID connector has yet been qualified for Indonesia; this is a checked implementation boundary, not evidence that filings are absent.
Web traffic, app reach and release cadence
How the Indonesia companies on this page show up online: the sites people visit, the apps they install, and how often those apps ship.
Busiest websites
6 of the 556 companies on this page carry a measured traffic record (1.1%); these are the largest of those, by monthly visits. The median among them is 116,931 visits.
| Company | Monthly visits | Authority | Mobile |
|---|---|---|---|
| Garuda Indonesiagaruda-indonesia.com | 682,555 | 60 | 52.6% |
| transnusatransnusa.co.id | 374,971 | 45 | 56.3% |
| Kcickcic.co.id | 144,932 | 49 | 62.7% |
| SAPXsapx.id | 88,930 | 43 | 60.3% |
| ASSAassa.id | 20,207 | 30 | 54.7% |
| KALOGkalogistics.co.id | 12,782 | 38 | 58.9% |
Visits and authority are third-party web estimates, not company-reported figures.
Most-installed apps
60 of these companies (10.8%) publish at least one Android app — 146 apps in all, carrying 39.1M installs between them.
| App | Installs | Rating | Store category |
|---|---|---|---|
| Access by KAIKereta | 30M | 4.7 | Travel & Local |
| FlyGarudaGaruda Indonesia | 2.9M | 3.4 | Maps & Navigation |
| TJ:TransjakartaTransjakarta | 1.5M | 4.4 | Travel & Local |
| Jak Lingko AppJaklingkoindonesia | 1.1M | 3.5 | Travel & Local |
| Whoosh - Kereta CepatKcic | 1M | — | Tools |
| J&T CARGOJ&T Cargo | 1M | — | Tools |
| Sriwijaya Air MobileSriwijaya Air | 544.7K | 1.8 | Travel & Local |
| Pelita AirPelita Air Service | 334.6K | 4.9 | Travel & Local |
| Sentral CargoSentral Cargo | 115.9K | — | Productivity |
| KAI RaileoKereta | 84.1K | — | Productivity |
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 (2023Q1–2025Q4).
| Segment | Apps | Installs | Leading app | Release trend |
|---|---|---|---|---|
| Passenger Rail Operators | 7 | 31.2M | Access by KAI 30M | |
| Passenger Airlines | 7 | 3.5M | FlyGaruda 2.9M | |
| Freight Forwarders | 60 | 1.2M | J&T CARGO 1M | |
| Port Operators | 18 | 126.7K | My Pelindo 62K | |
| Airport Operators | 9 | 27.5K | Joumpa for Customer 14.9K | |
| Car Rentals | 9 | 19.6K | Tunas Attendance 8.5K | |
| Maritime Shipping | 8 | 16.6K | RoRo Scanner 5.5K | |
| Cold Chain Logistics | 3 | 4.6K | Fresh Factory Warehouse 3K |
A company can carry several segment tags, so these rows overlap and should not be added together. Trend lines are zero-based and share one quarter grid, so a flat line is a quiet segment, not a missing one.
Release cadence by quarter
New apps published, beside apps whose most recent update landed in that quarter — the second bar is how much of the shelf is still being maintained.
Darker bars are new releases, lighter bars apps updated. 42 of 146 apps carry a release date. The series ends at 2025Q4, the last quarter that closed before the June 2026 reading.
INSIDE THE INDUSTRYThe Indonesia transportation and logistics market map
Explore the segments behind the headline numbers.
Expand panel +
The Indonesia transportation and logistics market map
Explore the segments behind the headline numbers.
Where companies are building
Rank segments by scale, hiring or disclosed funding.
Companies can sit in several segments. Counts and funding overlap.
Segment data unavailable
The largest measured segment in this report snapshot.
0 companies hiring · $0 disclosed funding
Explore in RadarHow companies make money
Common revenue models; a company can use more than one.
THE COMPANIES IN MOTIONWho is listing, hiring leaders, launching and winning work
Recorded corporate activity linked to companies in this landscape.
Expand panel +
Who is listing, hiring leaders, launching and winning work
Recorded corporate activity linked to companies in this landscape.
Recent corporate headlines 6 dated reports
Logice, Sembuh AI and StratifiCare each awarded S$500,000 by major Japan IT company TIS Inc., as part of its S$7.6 million commitment to co-develop and scale the accelerator programme.
The plan to merge national flag carrier PT Garuda Indonesia with PT Pelita Air Service, a subsidiary of energy holding state-owned enterprise (SOE) PT Pertamina, has reached a new stage.
Indonesia state-owned investment firm Danantara Investment Authority (BPI Danantara) with $900 billion assets is investing $1.85 billion in Indonesia main airline Garuda Indonesia ($633 million market value) via $1.44 billion in private placement & $405 million in convertible loans.
Saudi SISCO Holding acquires 51% stake in PSS
Samudera Shipping Line Ltd—a Singapore-based shipping company—has launched a weekly container shuttle service connecting Nagoya and Kobe in Japan with Busan in South Korea, marking its first entry into the Korea–Japan trade corridor.
Within 6 months of its operations, TransNusa launched its first international route between Jakarta and Kuala Lumpur, followed by three additional international routes in that same year, including Singapore and China.
Full recorded event mix
Top 8 categories among 66 recorded events in the 24-month window.
Leadership moves
1 tracked people moves
Appointment Chief Executive Officer
Mergers and acquisitions
Company-linked deal reports; status is preserved as recorded.
| Acquirer → target | Status | Date | Value / context |
|---|---|---|---|
| PT Garuda Indonesia→Pelita Air Service ↗ | Announced | 2025-12-02 | Not stated in snapshot |
| Pelita Air→Garuda Indonesia ↗ | Rumored | 2025-09-12 | Not stated in snapshot |
| pertamina→Garuda Indonesia ↗ | Announced | 2025-09-12 | Not stated in snapshot |
| Saudi SISCO Holding→pss ↗ | 2025-07-28 | Not stated in snapshot | |
| carro→MPM Rent ↗ | Announced | 2024-06-06 | $54.0M |
| Citilink→Pelita Air | Announced | 2024-04-17 | Not stated in snapshot |
A discussion or rumour is not a completed transaction. An unstated value is not zero.
PEOPLE & OPPORTUNITYThe talent market
30 postings in the preceding 12 months. The full 38-posting snapshot covers 28 employers.
Expand panel +
The talent market
30 postings in the preceding 12 months. The full 38-posting snapshot covers 28 employers.
Most advertised job titles
0 tracked postings mention remote work.
The seniority mix
24 postings specify a level.
Skills employers mention
Top skills across 38 tracked postings in the available jobs snapshot.
Companies hiring
Large employers
| Company | Employees |
|---|---|
| Garuda Indonesia ↗ | 11,253 |
| Travira Air ↗ | 374 |
| Samudera ↗ | 154 |
| Fresh Factory ↗ | 130 |
| mitrabahtera segara sejati ↗ | 122 |
| Berlian Laju Tanker ↗ | 58 |
| Re>Pal ↗ | 28 |
| Pelita Air Service ↗ | 1 |
THE PEOPLE BUILDING THE FIELDFounders and leaders
40 founders and chief executives across 34 companies.
Expand panel +
Founders and leaders
40 founders and chief executives across 34 companies.
Prodjo Sunarjanto
ASSA Rent ↗ex-Astra International, PT.Serasi Auto Raya. University of Indonesia 2012
Desmond Tay
Clickargo ↗Founder Visiflex, Founder BizLabs, ex-Founder & Director Genii, VP EBiz Solutions. Ngee Ann Polytechnic, The Open University BS
Budiyanto Darmastono
SAPX ↗CEO Sinergi Layanan Integrasi, Solid Logistics, ex-NCS Courier. Gadjah Mada University 1990
Bonny Satiawan
Mega Manunggal Property ↗Ex-PT UBS Securities Indonesia, PT Danareksa Sekuritas, Merrill Lynch, CIMB-GK Securities…
Paul Krisnadi
PT Nusantara Pelabuhan Handal ↗PT Mustika Alam Lestari, PT Sompo Japan Insurance Indonesia, ex-Torontao Dominion Bank…
Samuel Simanjuntak
Swift ↗Tokopedia, ex-Sale Stock, Lloyd's Register. Imperial College London BEng, MEng 2015
Benny Sukamto
Prahu-Hub ↗MD Indotank, ex-MicroStrategy. UW-Madison College of Engineering MEng 1999
Education networks
1 profiles with education records.
Prior employers
0 profiles with prior-work records.
Profiles cover recorded founders and leaders; contact details remain in Radar.
NEWS INTELLIGENCEHow this industry appears in the news
218,729 articles in the measured 12-month window.
Expand panel +
How this industry appears in the news
218,729 articles in the measured 12-month window.
News volume trends
Transportation and Logistics coverage across Indonesia · articles per complete quarter
View quarterly article counts
| Quarter | Articles |
|---|---|
| 2021Q2 | 24,545 |
| 2021Q3 | 27,611 |
| 2021Q4 | 26,627 |
| 2022Q1 | 27,335 |
| 2022Q2 | 29,985 |
| 2022Q3 | 31,307 |
| 2022Q4 | 44,346 |
| 2023Q1 | 41,109 |
| 2023Q2 | 38,837 |
| 2023Q3 | 50,951 |
| 2023Q4 | 39,913 |
| 2024Q1 | 42,101 |
| 2024Q2 | 49,138 |
| 2024Q3 | 48,196 |
| 2024Q4 | 51,261 |
| 2025Q1 | 63,915 |
| 2025Q2 | 41,245 |
| 2025Q3 | 120,528 |
| 2025Q4 | 27,430 |
| 2026Q1 | 31,822 |
Article volume measures coverage, not market sales.
Tone of coverage over time
Most-covered companies
Company share of voice
56 recorded company events across 5 companies; percentages use that event total.
Leading coverage topics
Transportation and Logistics coverage across Indonesia · ranked by full-period article count.
Recent and prior counts use the source comparison windows.
Topics gaining and losing attention
Transportation and Logistics coverage across Indonesia
| Keyword | Recent | Prior | Change |
|---|---|---|---|
| countries | 4,195 | 1,858 | 126% |
| tariff negotiations | 2,065 | 826 | 150% |
| free trade deals | 1,130 | 366 | 209% |
| bilateral trade | 1,080 | 318 | 240% |
| trade dispute mechanisms | 1,025 | 330 | 211% |
| preferential tariff | 796 | 430 | 85% |
| trade barrier reduction | 728 | 398 | 83% |
| multilateral diplomacy | 645 | 368 | 75% |
| tariff rate quota | 607 | 268 | 126% |
| trade facilitation commitments | 606 | 319 | 90% |
| volcanic unrest | 158 | 306 | -48% |
| volcano alert | 179 | 298 | -40% |
| olympic team selections | 63 | 297 | -79% |
| eruption warning | 170 | 295 | -42% |
| eruption forecasting | 156 | 291 | -46% |
Event and signal lenses
Transportation and Logistics coverage across Indonesia
Regulatory Risk
557,312 classified articlesterritories, disputed islands, countries
16.8% critical · 10.0% positiveFunding Momentum
22,766 classified articlesseismic damage evaluation, earthquake recovery, quake relief
44.6% critical · 49.6% positiveGrowth
63,727 classified articlesgdp growth rate, economic output growth, economic growth statistics
36.9% critical · 50.1% positiveTransportation and Logistics coverage across Indonesia. Topic labels describe recorded classifications and can include broad context.
RESEARCH SIGNALSWhat Transportation and Logistics research is working on
6,419 papers in the recorded worldwide scope.
Expand panel +
What Transportation and Logistics research is working on
6,419 papers in the recorded worldwide scope.
Research orientation
Contribution mix
Tone counts: 5,520 positive · 624 neutral · 275 negative.
- 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
- 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
- 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
Leading researchers
Highly cited breakthrough-labelled papers
- DeepPool: Distributed Model-Free Algorithm for Ride-Sharing Using Deep Reinforcement Learning167 citations
- Next-Generation Automated Vehicle Location Systems: Positioning at the Lane Level135 citations
- 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
Common problems researchers identify · 01Supply Chain Management Challenges
155 papers20.3% of this theme group
Researchers highlight difficulties in optimizing and securing supply chain operations.
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
| Year | Share index |
|---|---|
| 2022 | 1840.8 |
| 2023 | 1936.3 |
| 2024 | 2116.2 |
| 2025 | 2094.9 |
Common problems researchers identify · 02Fleet Management Complexity
143 papers18.7% of this theme group
Studies point to operational and research hurdles in managing vehicle fleets.
Fleet management (118) · Aeronautics (19) · Operations management (23) · Operations research (20)
Making Fleet Management Easier.
Guide for Fleet Management
View research history
| Year | Share index |
|---|---|
| 2022 | 551.3 |
| 2023 | 517.7 |
| 2024 | 420.5 |
| 2025 | 186.4 |
Common problems researchers identify · 03Transport Engineering Bottlenecks
136 papers17.8% of this theme group
Papers discuss inefficiencies in truck operations and fleet oversight.
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
| Year | Share index |
|---|---|
| 2022 | 622.4 |
| 2023 | 600.6 |
| 2024 | 479.3 |
| 2025 | 309.6 |
Common problems researchers identify · 04Routing and Positioning Issues
122 papers16.0% of this theme group
Works focus on GPS reliability and vehicle routing problems in public transport.
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
| Year | Share index |
|---|---|
| 2022 | 1213.3 |
| 2023 | 1164.9 |
| 2024 | 1021.6 |
| 2025 | 1095.4 |
Common problems researchers identify · 05Truck Fuel Efficiency Concerns
102 papers13.4% of this theme group
Research flags high emissions and fuel consumption 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
View research history
| Year | Share index |
|---|---|
| 2022 | 438.9 |
| 2023 | 423.9 |
| 2024 | 335.3 |
| 2025 | 320.3 |
Common problems researchers identify · 06Electric Fleet Integration Barriers
56 papers7.3% of this theme group
Studies examine obstacles to electrifying commercial vehicle 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
View research history
| Year | Share index |
|---|---|
| 2022 | 576.1 |
| 2023 | 631.0 |
| 2024 | 575.5 |
| 2025 | 551.4 |
Common problems researchers identify · 07Biomass Supply Chain Constraints
50 papers6.5% of this theme group
Papers identify logistical and material challenges in 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
| Year | Share index |
|---|---|
| 2022 | 776.5 |
| 2023 | 772.6 |
| 2024 | 707.2 |
| 2025 | 662.2 |
Cautions
164 papers · 4 recurring themes
Cautions · 01Energy‑Saving Fleet Management Risks
70 papers42.7% of this theme group
Authors caution about infrastructure limits and driver awareness when pursuing fuel efficiency.
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
| Year | Share index |
|---|---|
| 2022 | 666.2 |
| 2023 | 631.1 |
| 2024 | 486.5 |
| 2025 | 311.2 |
Cautions · 02Electrified Public Transport Uncertainties
51 papers31.1% of this theme group
Research warns of performance and charging strategy issues for electric urban freight and transit.
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
| Year | Share index |
|---|---|
| 2022 | 637.3 |
| 2023 | 611.1 |
| 2024 | 554.8 |
| 2025 | 558.5 |
Cautions · 03Supply Chain Optimization Limits
24 papers14.6% of this theme group
Works advise careful use of machine‑learning tools due to risk and scalability concerns.
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
| Year | Share index |
|---|---|
| 2022 | 1840.8 |
| 2023 | 1936.3 |
| 2024 | 2116.2 |
| 2025 | 2094.9 |
Cautions · 04Biofuel Production Trade‑offs
19 papers11.6% of this theme group
Studies highlight cost versus environmental impacts in large‑scale biorefinery designs.
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
| Year | Share index |
|---|---|
| 2022 | 643.9 |
| 2023 | 632.3 |
| 2024 | 603.0 |
| 2025 | 505.2 |
Opportunities
3,641 papers · 7 recurring themes
Opportunities · 01Advanced Supply Chain Optimization
892 papers24.5% of this theme group
Opportunities focus on improving performance and resilience through sophisticated supply chain 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
| Year | Share index |
|---|---|
| 2022 | 1840.8 |
| 2023 | 1936.3 |
| 2024 | 2116.2 |
| 2025 | 2094.9 |
Opportunities · 02Vehicle Routing Innovation
641 papers17.6% of this theme group
Research explores robust routing and sizing methods for dynamic mobility 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
| Year | Share index |
|---|---|
| 2022 | 316.1 |
| 2023 | 304.5 |
| 2024 | 265.2 |
| 2025 | 263.3 |
Opportunities · 03Predictive Fleet Maintenance
625 papers17.2% of this theme group
Papers propose data‑driven approaches to extend 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
| Year | Share index |
|---|---|
| 2022 | 477.5 |
| 2023 | 450.8 |
| 2024 | 350.4 |
| 2025 | 173.6 |
Opportunities · 04Aviation Fleet Scheduling Advances
502 papers13.8% of this theme group
Works develop integrated methods for aircraft assignment, routing, and timing.
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
| Year | Share index |
|---|---|
| 2022 | 363.9 |
| 2023 | 329.4 |
| 2024 | 199.8 |
| 2025 | 83.4 |
Opportunities · 05Smart Vehicle Tracking Systems
367 papers10.1% of this theme group
Research showcases IoT‑enabled GPS solutions for real‑time fleet monitoring.
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
| Year | Share index |
|---|---|
| 2022 | 750.1 |
| 2023 | 726.5 |
| 2024 | 598.2 |
| 2025 | 660.4 |
Opportunities · 06Electric Fleet Charging Optimization
342 papers9.4% of this theme group
Studies address battery health, tariffs, and infrastructure planning for 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
| Year | Share index |
|---|---|
| 2022 | 450.6 |
| 2023 | 502.5 |
| 2024 | 485.5 |
| 2025 | 460.4 |
Opportunities · 07Sustainable Biomass Supply Chains
272 papers7.5% of this theme group
Papers target multi‑objective designs for eco‑friendly biofuel production from forest waste.
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
| Year | Share index |
|---|---|
| 2022 | 2360.6 |
| 2023 | 2443.1 |
| 2024 | 2566.2 |
| 2025 | 2484.9 |
How this field compares with the research baseline
Orientation shares compared with 25,000 papers in the reference sample.
| Research orientation | This field | Reference sample |
|---|---|---|
| Promising | 48.3% | 37.5% |
| Descriptive | 18.2% | 17.6% |
| Breakthrough | 14.6% | 26.2% |
| Problem-identifying | 12.7% | 9.7% |
| Comparative | 3.2% | 3.8% |
| Cautionary | 2.8% | 4.4% |
| Critical | 0.2% | 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 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.
GEOGRAPHIC FOOTPRINTWhere companies are based
Company counts, hiring and disclosed funding across the recorded hubs.
Expand panel +
Where companies are based
Company counts, hiring and disclosed funding across the recorded hubs.

Jakarta
172 companies65.4% across the displayed hubs
11 companies hiring · $102.8M disclosed funding
Explore companies in Jakarta ↗
Tangerang
23 companies8.7% across the displayed hubs
3 companies hiring · $53.8M disclosed funding
Explore companies in Tangerang ↗
Surabaya
21 companies8.0% across the displayed hubs
1 companies hiring · $400.0M disclosed funding
Explore companies in Surabaya ↗
Bekasi
15 companies5.7% across the displayed hubs
0 companies hiring · $0 disclosed funding
Explore companies in Bekasi ↗
Timur
9 companies3.4% across the displayed hubs
0 companies hiring · $0 disclosed funding
Explore companies in Timur ↗
Medan
8 companies3.0% across the displayed hubs
0 companies hiring · $0 disclosed funding
Explore companies in Medan ↗East Jakarta
8 companies3.0% across the displayed hubs
2 companies hiring · $0 disclosed funding
Explore companies in East Jakarta ↗
Bandung
7 companies2.7% across the displayed hubs
0 companies hiring · $1.0B disclosed funding
Explore companies in Bandung ↗Transportation and Logistics in Indonesia: key questions
Clear definitions for making better comparisons.
What does this landscape measure?
It measures the tracked company ecosystem, recorded funding, hiring and other available evidence. It is not a market-size estimate.
Can segment counts be added together?
No. A company can belong to several segments, so segment counts and funding can overlap.
What does a missing figure mean?
A dash or unavailable panel means the current reviewed source snapshot does not support that figure.
Company ecosystem snapshot: 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 ↗