Industry landscapes
Get Pro
Industry report

Funding and advertised pay are reported in USD; filed accounts retain their stated source currency and basis.

Exchange-rate basis

Indicative conversions use ECB reference rates dated 2026-09-14, applied consistently across all periods. They are not historical exchange rates. Indian rupees may use crore (1 crore = 10 million); other currencies use K, M and B. CSV downloads, source documents and quoted news headlines retain their original currencies.

THE CHENNAI EDITION 2026

Chennai’s
transportation and logistics industry,
in focus.

The companies, capital and talent shaping transportation and logistics in Chennai. 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 Industry Landscape of Chennai
IN
COMPANIES · CAPITAL · TALENT

An industry ecosystem,
measured in context.

Transportation and Logistics illustration
Companies tracked 390Transportation and Logistics ecosystem in Chennai Disclosed funding $778.46M5 companies · all recorded rounds Companies hiring 25With open roles at the snapshot Tracked open roles 373 employers posted in the preceding 30 days
MEET THE COMPANIES

Explore Chennai’s transportation and logistics leaders

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

Expand panel +
Explore the full landscape
Transportation and Logistics company highlights in Chennai, snapshot 3 September 2026
Company
TVS Supply Chain Solutionstvsscs.com$576.88M5 roles193$197.29MFYFY2025 filing
NDR Warehousingndrwarehousing.com$116.83M—79—
TVS Logistics Servicestvslsl.com$76.42M—44—
Indev Group of companieskerryindev.com$5.13M—1,318$210.21MFYFY2025 filing
Airflow Equipmentsairflow.co.in$3.2M—78—
NTL Indiantlchennai.net—3 roles—$14.23MFYFY2025 filing
BVM Storage Solutionsbvmstorage.com—2 roles——
Carryfresh Logisticscarryfresh.in—2 roles4$482.47KFYFY2024 filing
DahNAYdahnay.com—2 roles421Financial figure available in RadarView in Radar
Freight Consolidatorsfreightconsol.com—2 roles81Financial figure available in RadarView in Radar
Nexus Worldwidemynexusww.com—2 roles——
ST Courierstcourier.com—2 roles——
Afcom Holdingsafcomcargo.com———Financial figure available in RadarView in Radar
Bluedartaviationbluedartaviation.com——1,001$130.24MFYFY2025 filing
Brandmidasbrandmidas.com——153—
Chennai Packerschennaipackersmovers.com————
Connect Cargoconnectcargo.com——32—
EasyWay Logisticseasywaylogistics.net——175—
Glottisglottislogistics.in——137Financial figure available in RadarView in Radar
HIMThimtmarine.com———$63.58KFYFY2025 filing
ICM Logisticsicmlogistics.co.in——176Financial figure available in RadarView in Radar
IGO Solutionsafiklmem.com——4,409—
Rapid Fleet Managementrapidfleet.in——62Financial figure available in RadarView in Radar
Sanco Transsancotrans.com——148$10.98MFYFY2025 filing
24 featured companies

Locked revenue figures are available in Radar; the eight company financial previews stay the same throughout this page. A dash means the figure is outside these featured lists. Revenue years vary by company; the figures are not a like-for-like revenue comparison. Compare annual accounts ↗

Company discovery

Recorded evidence only

Explore the live startup set in Radar

No company example met every recorded classification, independence and public-profile gate in this snapshot. The live directory may have newer qualifying companies.

Explore classified startups in Radar ↗
THE KEY SIGNALS

Transportation and Logistics industry KPIs in Chennai

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

3 September 2026
Hiring participation6.4%

25 of 390 tracked companies have open roles.

Funding participation1.5%

6 of 390 tracked companies have a recorded round.

Top 3 funding share98.9%

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

Median disclosed round$46.29M

Midpoint of 12 rounds with a disclosed amount.

Scale is concentrated. Opportunity is broader. The three largest funding recipients hold 98.9% of disclosed capital, while 98.5% of tracked companies have no recorded funding round.

Explore the segments →
CAPITAL & COMPANY FORMATION

How Chennai transportation and logistics has grown

Recorded company formation and disclosed funding across the complete annual series shown.

Expand panel +
2016 — 2025

Disclosed funding by year

Sum of recorded funding rounds · USD

Chennai transportation and logistics
$0$51.3M$102.6M$153.9M$205.2M2016: $180M20162017: $51.42M20172018: $550.56K20182019: $020192020: $125.82M20202021: $106.01M20212022: $55M20222023: $60.9M20232024: $3.2M20242025: $02025
View the numbers
Annual transportation and logistics funding and company formation in Chennai
YearFunding (USD)FoundedRaising
2016$180M181
2017$51.42M122
2018$550.56K171
2019$0150
2020$125.82M151
2021$106.01M171
2022$55M211
2023$60.9M161
2024$3.2M101
2025$040
WHERE CAPITAL SITS

Funding concentration

Share of all disclosed company funding.

  • TVS Supply Chain Solutions74.1%
  • NDR Warehousing15.0%
  • TVS Logistics Services9.8%
  • Other companies1.1%

Funding by stage

12 recorded rounds since 2016

NUMBER OF ROUNDS
Seed & Angel0 0.0%
Series A–B0 0.0%
Series C+ / PE7 58.3%
Grants, debt & other5 41.7%

Recent recorded rounds

Latest recorded rounds · USD
0 rounds

Swipe or scroll horizontally to browse.

Largest and notable recorded rounds

Each card is one recorded round
10 cards

Swipe or scroll horizontally to browse.

THE BUSINESS BEHIND THE ACTIVITY

Revenue, profitability & financial strength

Annual accounts for reporting companies linked to this landscape, on like-for-like currency and reporting bases.

Expand panel +
₹ crore · standalone

Display conversions use the dated reference rates above. Where a verified rate is unavailable, figures retain their source currency. Each reporting cohort keeps its currency and accounting basis separate.

FY2025 · annual statements grouped by reported fiscal year; exact entity periods remain on preview rows · 131 reporting entities from 151 eligible matches.

Revenue in covered accounts₹14,797.2 crore

Sum of reporting-entity revenue; not Chennai market sales.

Net profit / loss₹612.6 crore

Combined result for the same cohort.

Aggregate net margin+4.1%

Combined net income ÷ combined revenue.

Median company revenue₹24.8 crore

The middle covered reporting entity.

Profitable entities+87.0%

114 of 131 covered entities.

Top-five concentration+48.5%

Share of covered revenue from the five largest entities.

Annual account trend

Reported cohort totals by year; coverage is stated for every period.

Bar height shows revenue. Changes in coverage can affect totals.

Profitability has two perspectives

FY2025 · 131 reporting entities

Open the company accounts

Up to eight fixed company previews show financial amounts. Search and sort the wider company list, then continue in Radar.

131 reporting entities
Continue your financial research in Radar

Explore full company accounts and filings.

View financials in Radar ↗
CHENNAI · INDUSTRY COHORTS

How does transportation and logistics compare?

Each pair uses the same year, currency and reporting basis. Cohort overlap is disclosed.

IndustryCovered / eligibleRevenue totalMedian revenueNet profit / lossAggregate marginProfitable shareOverlap

Available-account cohorts are not estimates of whole industries. Overlapping entities can occur in more than one cohort; do not add cohort totals.

Coverage, calculations & financial sources

Filed annual accounts for exact designated national identifiers. Every aggregate and peer pair uses one fiscal year, source currency and reporting basis; periods, coverage and overlap are explicit; 2026 partials are excluded.

The same up to eight reporting entities remain open across years, filters and sorts. Other company figures are available in Radar.

Source currencies and accounting bases stay separate. Missing accounts are excluded rather than treated as zero. Exact reporting periods appear on company previews. Annual totals can change with coverage and do not measure growth of a fixed company cohort.

DIGITAL FOOTPRINT

Web traffic, app reach and release cadence

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

Most-installed apps

14 of these companies (3.6%) publish at least one Android app — 22 apps in all, carrying 251.1K installs between them.

AppInstallsRatingStore category
OOR CabsOorcabs73.9K—Travel & Local
Rathimeena TravelsRathimeena Travels42.1K—Travel & Local
ST COURIERST Courier30.6K—Business
TLOOP CabsTloop29.7K—Travel & Local
KPL ConnectKamarajar Port25.8K—Business
HIMT BookingHIMT13.6K—Education
OOR DriverOorcabs10.6K—Travel & Local
VisibilityTVS Supply Chain Solutions7.5K—Productivity
GoAira Ally - Drive Work EarnGoaira3.6K—Maps & Navigation
Goaira - Book Cab, Auto, BikeGoaira3.4K—Maps & Navigation

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 (2023Q2–2025Q2).

SegmentAppsInstallsLeading appRelease trend
Car Rentals9124.1KOOR Cabs 73.9K
Road Transport Tech284.5KOOR Driver 10.6K
Freight Forwarders755.6KST COURIER 30.6K
Bus Operators244.4KRathimeena Travels 42.1K
Warehousing310.8KVisibility 7.5K
Trucking2201SLB Attendance 126

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.

INSIDE THE INDUSTRY

The Chennai transportation and logistics market map

Explore the segments behind the headline numbers.

Expand panel +

Where companies are building

Rank segments by scale, hiring or disclosed funding.

Segment data unavailable0

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

SEGMENT TO EXPLORE

Segment data unavailable

The largest measured segment in this report snapshot.

0companies
0%have hiring activity

0 companies hiring · $0 disclosed funding

Explore in Radar

How companies make money

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

THE COMPANIES IN MOTION

Who is listing, hiring leaders, launching and winning work

Recorded corporate activity linked to companies in this landscape.

Expand panel +
Recent corporate headlines 7 dated reports
Mergers & acquisitionstvsscs.com ↗

TVS Supply Chain Solutions Ltd, through its wholly owned subsidiary FIT 3PL has announced the acquisition Hyderabad-based 3PL company, Swamy & Sons 3PL (S&S3PL) for an enterprise value of ₹88 crore.

IPO activityglottislogistics.in ↗

The Glottis IPO was subscribed 2.05 times the shares on offer, with the retail investor portion seeing subscription of 1.42x.

Asset acquisitionsndrwarehousing.com ↗

In March, it acquired another asset in Pune's Chakan-Talegaon industrial belt for ₹203 crore.

Regulatoryafcomcargo.com ↗

Air cargo operator Afcom Holdings Limited has expanded its fleet with the induction of a third aircraft after receiving the Certificate of Registration (CofR) from the Directorate General of Civil Aviation (DGCA), strengthening its capacity amid a sharp rise in global air freight demand.

Company announcementsstjohngroup.net ↗

St. John Freight Systems has successfully executed a complex Over Dimensional Cargo (ODC) movement from Chennai to Sohar, reaffirming its expertise in handling specialized and non-standard cargo shipments.

Full recorded event mix

Top 10 categories among 152 recorded events in the 24-month window.

Earnings
51
IPO activity
26
Company announcements
17
Leadership moves
15
Mergers & acquisitions
14
Contracts
10
Regulatory
6
Lawsuit
5
Asset acquisitions
5
Job creation
2
5 activity cards

Swipe or scroll horizontally to browse.

Regulatory events

6 recorded events

enabled addition of third aircraft to fleetDirectorate General of Civil Aviation

qualified for VAT exemption on ATFIndia’s Ministry of Finance

demand substantially dropped, relief grantedCGST

majority of GST demand dropped, smaller demand confirmedCommissioner of GST & Central Excise

Litigation

4 tracked suits

Company
tvs supply chain solutions v N, A

Withdrawal of insolvency appealRegulatory · Dismissed

Company
tvs supply chain solutions v ZTE Telecom India

Debt dispute settlementCivil · Settled

Earnings pulse

Reported company results in the recorded window.

4companies
46period observations
10.9%median reported growth

Median across 41 reported growth observations; companies may contribute multiple periods.

Mergers and acquisitions

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

Acquirer → targetStatusDateValue / context
TVS Supply Chain Solutions→Swamy & Sons 3PLAnnounced2026-02-07Not stated in snapshot
blue dart express ltd→Bluedartaviation ↗2026-01-01Not stated in snapshot
tvs motor company→TVS Supply Chain Solutions ↗2025-02-13Not stated in snapshot
Na→TVS Supply Chain Solutions ↗2025-02-13Not stated in snapshot
TVS Supply Chain Solutions→Mahogany Logistics Services (formerly known as DRSR Logistics Service)Announced2025-01-02Not stated in snapshot
TVS Supply Chain Solutions→TVS SCS Global Freight SolutionsAnnounced2025-01-02Not stated in snapshot

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

PEOPLE & OPPORTUNITY

The talent market

320 postings in the preceding 12 months. The full 359-posting snapshot covers 266 employers.

Expand panel +

Most advertised job titles

Logistics Coordinator5
Logistics Executive3
Logistics Manager3
Logistics Specialist3
Logistics Planning Specialist2
Last Mile Executive2
0 internship postings

1 tracked postings mention remote work.

The seniority mix

167 postings specify a level.

unspecified
192
manager
94
senior
32
lead
27
intern
10
entry
4

Skills employers mention

Top skills across 359 tracked postings in the available jobs snapshot.

Logistics
235
Supply Chain Management
58
Inventory Management
52
Supply Chain
51
Vendor Management
43
Communication
36
Procurement
35
Communication Skills
31
Negotiation
31
Freight Forwarding
27
THE PEOPLE BUILDING THE FIELD

Founders and leaders

104 founders and chief executives across 82 companies.

Expand panel +
12 profiles

Swipe or scroll horizontally to browse.

Education networks

4 profiles with education records.

IESE Business School
1
Alliance Manchester Business School
1
IIM Ahmedabad
1
IIT Kanpur
1

Prior employers

0 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

6,575 articles in the measured 12-month window.

Expand panel +
6,575articles in the measured year
1,673articles in 2026Q1
63.6%positive tone in the latest complete year

News volume trends

Transportation and Logistics coverage tagged Chennai · articles per complete quarter

05781,1571,7352,3142021Q2: 5792021Q22021Q3: 7522021Q4: 7112022Q1: 7912022Q2: 9902022Q22022Q3: 1,1642022Q4: 1,0792023Q1: 1,2802023Q2: 2,0022023Q22023Q3: 1,4422023Q4: 1,6132024Q1: 1,5032024Q2: 1,2522024Q22024Q3: 1,5482024Q4: 2,0122025Q1: 1,6942025Q2: 1,3872025Q22025Q3: 1,4902025Q4: 1,9482026Q1: 1,6732026Q1
View quarterly article counts
QuarterArticles
2021Q2579
2021Q3752
2021Q4711
2022Q1791
2022Q2990
2022Q31,164
2022Q41,079
2023Q11,280
2023Q22,002
2023Q31,442
2023Q41,613
2024Q11,503
2024Q21,252
2024Q31,548
2024Q42,012
2025Q11,694
2025Q21,387
2025Q31,490
2025Q41,948
2026Q11,673

Article volume measures coverage, not market sales.

Tone of coverage over time

2021
1,518 positive · 48 neutral · 587 negative
2022
2,985 positive · 83 neutral · 946 negative
2023
4,017 positive · 118 neutral · 2,191 negative
2024
4,306 positive · 91 neutral · 1,904 negative
2025
4,140 positive · 127 neutral · 2,239 negative

Leading coverage topics

Transportation and Logistics coverage tagged Chennai · ranked by full-period article count.

Trade Policies And Agreements12,349 articles in the full recorded period
7,059 recent · 3,656 prior
Airport Terminal Facilities12,062 articles in the full recorded period
3,785 recent · 2,348 prior
Aviation Safety Protocols11,980 articles in the full recorded period
6,175 recent · 1,937 prior
Intercity Bus Services And Schedules11,964 articles in the full recorded period
3,228 recent · 2,129 prior
Transportation Related Crashes And Derailments9,358 articles in the full recorded period
2,129 recent · 2,270 prior
New Product Launches And Innovations8,794 articles in the full recorded period
2,442 recent · 2,062 prior
Flight Delay Compensation Policies7,863 articles in the full recorded period
4,200 recent · 1,595 prior
Airport Security Measures7,549 articles in the full recorded period
2,933 recent · 1,897 prior
Company Expansions And New Market Entries7,546 articles in the full recorded period
2,241 recent · 1,617 prior
Aviation Crash Investigations And Black Box Data7,055 articles in the full recorded period
5,377 recent · 497 prior

Recent and prior counts use the source comparison windows.

Topics gaining and losing attention

India comparison coverage

KeywordRecentPriorChange
tariff negotiations5,5493,09279%
trade barrier reduction4,0272,07694%
trade facilitation commitments3,4111,590115%
bilateral trade3,0341,67981%
flight safety measures3,0231,101175%
bilateral trade imbalance2,9201,72170%
preferential tariff2,8981,98246%
trade dispute mechanisms2,8061,59476%
free trade deals2,7771,74359%
aircraft emergency procedures2,604901189%
rail incident8611,555-45%
railroad accident6371,392-54%
train crash6421,279-50%
rail accident prevention5081,112-54%
ipo prospectus225510-56%

Event and signal lenses

India comparison coverage

All complete annual cohorts shown
Rising

Regulatory Risk

212,607 classified articles

tariff negotiations, rail accident prevention, trade barrier reduction

54.4% critical · 32.8% positive
Rising

Funding Momentum

30,181 classified articles

pre-ipo valuation, ipo prospectus, ipo pricing

53.8% critical · 48.3% positive
Rising

Growth

63,894 classified articles

logistics update, logistics bottleneck, logistics adjustment

50.6% critical · 52.8% positive

Transportation and Logistics coverage tagged Chennai. Topic labels describe recorded classifications and can include broad context.

RESEARCH SIGNALS

What Transportation and Logistics research is working on

6,419 papers in the recorded worldwide scope.

Expand panel +
6,419papers
6,419worldwide comparison pool
206India-affiliated papers

Research orientation

Promising
3,099
Descriptive
1,171
Breakthrough
939
Problem-identifying
813
Comparative
204
Cautionary
181
Critical
12

Contribution mix

Methods-led
3,774
Empirical
1,937
Reviews
351
Position pieces
274
Theoretical
83

Tone counts: 5,520 positive · 624 neutral · 275 negative.

Common problems researchers identify
825 papers · 12.9% of this field
  • Fleet management333 papers
  • Supply chain217 papers
  • Transport engineering108 papers
  • Truck80 papers
  • Service78 papers
  • Supply chain optimization74 papers
  • Supply chain management54 papers
  • Sustainability38 papers

Landmark: Challenges in Scaling Up Biofuels Infrastructure

Cautions
181 papers · 2.8% of this field
  • Fleet management66 papers
  • Supply chain37 papers
  • Transport engineering25 papers
  • Truck22 papers
  • Service21 papers
  • Production14 papers
  • Supply chain optimization13 papers
  • Biofuel12 papers

Landmark: Assessing the impacts of deploying a shared self-driving urban mobility system: An agent-based model applied to the city of Lisbon, Portugal

Opportunities
4,038 papers · 62.9% of this field
  • Fleet management1,231 papers
  • Supply chain1,187 papers
  • Service401 papers
  • Supply chain optimization382 papers
  • Scheduling328 papers
  • Truck313 papers
  • Operations research304 papers
  • Transport engineering292 papers

Landmark: The Two-Echelon Capacitated Vehicle Routing Problem: Models and Math-Based Heuristics

Leading institutions

Northwestern University
872
University of Bologna
792
University of California, Berkeley
691
The University of Texas at Austin
587
Poznań University of Technology
548
Delft University of Technology
521

Leading researchers

Fengqi You
799
Kara M. Kockelman
627
Daniele Vigo
588
Nilay Shah
548
M. Maciejewski
444
Joschka Bischoff
414
Guido Perboli
410
Roberto Tadei
410

Highly cited breakthrough-labelled papers

  • DeepPool: Distributed Model-Free Algorithm for Ride-Sharing Using Deep Reinforcement Learning167 citations
  • Next-Generation Automated Vehicle Location Systems: Positioning at the Lane Level135 citations
  • Multiobjective Robust Possibilistic Programming Approach to Sustainable Bioethanol Supply Chain Design under Multiple Uncertainties134 citations
  • Sustainable Design and Operation of Cellulosic Bioelectricity Supply Chain Networks with Life Cycle Economic, Environmental, and Social Optimization129 citations
  • A Column Generation Algorithm for a Rich Vehicle-Routing Problem125 citations

Common problems researchers identify

764 papers · 7 recurring themes
7 cards

Swipe or scroll horizontally to browse.

Supply Chain Management ChallengesCommon problems researchers identify · 01

Supply Chain Management Challenges

155 papers

20.3% of this theme group

Researchers highlight difficulties in optimizing and managing supply chain risk and performance.

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 AviationCommon problems researchers identify · 02

Fleet Management in Aviation

143 papers

18.7% of this theme group

Studies point to operational and research obstacles in managing aircraft fleets efficiently.

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 Operations IssuesCommon problems researchers identify · 03

Truck Fleet Operations Issues

136 papers

17.8% of this theme group

Papers discuss inefficiencies and constraints in road transport and truck fleet management.

Fleet management (119) · Transport engineering (68) · Truck (29) · Operations management (23)

EVALUATION OF THE POSSIBILITY OF IMPROVING THE OPERATION OF A TRANSPORT COMPANY IN THE CONTEXT OF THE VEHICLE FLEET MANAGEMENT

Road Transport Management System : fleet management

View research history
YearShare index
2022622.4
2023600.6
2024479.3
2025309.6
Public Transport Routing ProblemsCommon problems researchers identify · 04

Public Transport Routing Problems

122 papers

16.0% of this theme group

Works focus on GPS reliance and vehicle routing complexities for mass transit systems.

Global Positioning System (22) · Public transport (18) · Vehicle routing problem (14) · Routing (13)

A Vehicle Tracking Device with Built-in Safety Features for Public Transportation Systems

Positioning needs for public transport

View research history
YearShare index
20221213.3
20231164.9
20241021.6
20251095.4
Truck Fuel Consumption ConcernsCommon problems researchers identify · 05

Truck Fuel Consumption Concerns

102 papers

13.4% of this theme group

Research flags high emissions and fuel use 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
Electrification of Commercial FleetsCommon problems researchers identify · 06

Electrification of Commercial Fleets

56 papers

7.3% of this theme group

Studies identify barriers to adopting electric vehicles and managing charging schedules.

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 examine logistical and material challenges in biofuel production supply networks.

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 Efficiency Limits in Fleet ManagementCautions · 01

Energy Efficiency Limits in Fleet Management

70 papers

42.7% of this theme group

Authors caution that infrastructure and driver awareness may restrict fuel‑saving gains.

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
Electrified Public and Freight Transport RisksCautions · 02

Electrified Public and Freight Transport Risks

51 papers

31.1% of this theme group

Research warns of performance and charging strategy uncertainties for electric urban transport.

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 UncertaintiesCautions · 03

Supply Chain Optimization Uncertainties

24 papers

14.6% of this theme group

Works advise careful use of machine‑learning methods due to data and risk management gaps.

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 Cost Trade‑offsCautions · 04

Biofuel Production Cost Trade‑offs

19 papers

11.6% of this theme group

Studies highlight cost and scale uncertainties when integrating biomass processing and logistics.

Biofuel (11) · Biomass (7) · Production (9) · Raw material (5)

Cost optimization of biofuel production – The impact of scale, integration, transport and supply chain configurations

Resource efficiency or economy of scale: Biorefinery supply chain configurations for co-gasification of black liquor and pyrolysis liquids

View research history
YearShare index
2022643.9
2023632.3
2024603.0
2025505.2

Opportunities

3,641 papers · 7 recurring themes
7 cards

Swipe or scroll horizontally to browse.

Advanced Supply Chain OptimizationOpportunities · 01

Advanced Supply Chain Optimization

892 papers

24.5% of this theme group

Research explores new methods to improve supply chain performance and risk mitigation.

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 Fleet SizingOpportunities · 02

Vehicle Routing and Fleet Sizing

641 papers

17.6% of this theme group

Papers propose robust models for routing, scheduling, and sizing of shared mobility fleets.

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

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

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

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

Predictive Maintenance for Fleets

625 papers

17.2% of this theme group

Studies develop simulation and optimization tools to enhance fleet reliability and upkeep.

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
Integrated Aviation SchedulingOpportunities · 04

Integrated Aviation Scheduling

502 papers

13.8% of this theme group

Research presents combined approaches for flight planning, fleet assignment, and aircraft 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
Smart Vehicle Tracking SystemsOpportunities · 05

Smart Vehicle Tracking Systems

367 papers

10.1% of this theme group

Works focus on IoT‑enabled GPS tracking to improve transportation management and visibility.

Global Positioning System (230) · Vehicle tracking system (70) · Tracking system (46) · Automatic vehicle location (49)

Transportation Management System

Smart Transportation Tracking and Management System using IOT

View research history
YearShare index
2022750.1
2023726.5
2024598.2
2025660.4
Electric Fleet Charging OptimizationOpportunities · 06

Electric Fleet Charging Optimization

342 papers

9.4% of this theme group

Papers address battery aging, tariffs, and infrastructure design 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

Research targets multi‑objective optimization 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
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%37.7%
Descriptive18.2%17.5%
Breakthrough14.6%25.9%
Problem-identifying12.7%9.6%
Comparative3.2%3.9%
Cautionary2.8%4.3%
Critical0.2%1.0%

Concerns receiving less research attention

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

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

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

UNDERSTAND THE LANDSCAPE

Transportation and Logistics in Chennai: 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 Chennai 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