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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 INDIA EDITION 2026

India’s
supply chain software industry,
in focus.

The companies, capital and talent shaping supply chain software in India. 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 Supply Chain Software Industry Landscape of India
IN
COMPANIES · CAPITAL · TALENT

An industry ecosystem,
measured in context.

Supply Chain Software illustration
Companies tracked 459Supply Chain Software ecosystem in India Disclosed funding $1.14B84 companies · all recorded rounds Companies hiring 59With open roles at the snapshot Tracked open roles 1139 employers posted in the preceding 30 days
MEET THE COMPANIES

Explore India’s supply chain software leaders

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

Expand panel +
Explore the full landscape
Supply Chain Software company highlights in India, snapshot 2 September 2026
Company
Bizongobizongo.com$310.46M3 roles272Financial figure available in RadarView in Radar
Mintifimintifi.com$269.95M5 roles1,310Financial figure available in RadarView in Radar
Zagglezaggle.in$95.58M—401$136.32MFYFY2025 filing
Vayanavayana.com$91.94M—73—
Addverbaddverb.com$66.91M—932—
CredAblecredable.in$63.75M6 roles247—
KredXkredx.com$33.03M5 roles119—
Veefinveefin.com$19.01M—165—
Delfersdelfers.com—4 roles16—
Unifounifo.in—4 roles99$211.89KFYFY2025 filing
Aerchainaerchain.io—3 roles79—
Algo8 AIalgo8ai.com—3 roles24—
Armstrong Dematicarmstrongdematic.com———$21.46MFYFY2025 filing
BeatRoutebeatroute.io——71—
BizeeBuybizeebuy.com——10—
Botree Softwarebotreesoftware.com——498$9.82MFYFY2025 filing
Brigosha Technologiesbrigosha.com——315$3.81MFYFY2025 filing
Centriticentriti.in————
GreenStitchgreenstitch.io————
MVIKASmvikas.in——32Financial figure available in RadarView in Radar
Mjunctionmjunction.in——1,083Financial figure available in RadarView in Radar
Nexizonexizo.ai——97—
Rawmartrawmart.in———Financial figure available in RadarView in Radar
The Dollar Businessthedollarbusiness.com——387$6MFYFY2025 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 ↗

Startup discovery

Recorded classifications only
THE KEY SIGNALS

Supply Chain Software industry KPIs in India

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

2 September 2026
Hiring participation12.9%

59 of 459 tracked companies have open roles.

Funding participation19.0%

87 of 459 tracked companies have a recorded round.

Top 3 funding share59.2%

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

Median disclosed round$599.19K

Midpoint of 204 rounds with a disclosed amount.

Scale is concentrated. Opportunity is broader. The three largest funding recipients hold 59.2% of disclosed capital, while 81.0% of tracked companies have no recorded funding round.

Explore the segments →
CAPITAL & COMPANY FORMATION

How India supply chain software 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

India supply chain software
$0$82.72M$165.44M$248.16M$330.88M2016: $10.27M20162017: $14.67M20172018: $53.8M20182019: $102.8M20192020: $31.72M20202021: $290.24M20212022: $111.68M20222023: $210.02M20232024: $226.24M20242025: $47.47M2025
View the numbers
Annual supply chain software funding and company formation in India
YearFunding (USD)FoundedRaising
2016$10.27M3311
2017$14.67M2311
2018$53.8M2814
2019$102.8M4615
2020$31.72M3619
2021$290.24M3023
2022$111.68M4124
2023$210.02M3523
2024$226.24M3420
2025$47.47M1114
WHERE CAPITAL SITS

Funding concentration

Share of all disclosed company funding.

  • Bizongo27.2%
  • Mintifi23.6%
  • Zaggle8.4%
  • Other companies40.8%

Funding by stage

229 recorded rounds since 2016

NUMBER OF ROUNDS
Seed & Angel144 62.9%
Series A–B38 16.6%
Series C+ / PE16 7.0%
Grants, debt & other31 13.5%

Recent recorded rounds

Latest recorded rounds · USD
2 rounds

Swipe or scroll horizontally to browse.

Series A05/2026
ANSCER $4.6M

Backed by Indian Angel Network and Info Edge Ventures.

Series A03/2026
Aerchain $13M

Backed by Pavestone Capital and IndiaMART.

Largest and notable recorded rounds

Each card is one recorded round
10 cards

Swipe or scroll horizontally to browse.

Series E10/2023
Bizongobizongo.com$50M

Backed by Schroders Capital and British International Investment and others.

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 · 170 reporting entities from 220 eligible matches.

Revenue in covered accounts₹12,227.8 crore

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

Net profit / loss₹-1,889.5 crore

Combined result for the same cohort.

Aggregate net margin-15.5%

Combined net income ÷ combined revenue.

Median company revenue₹2.6 crore

The middle covered reporting entity.

Profitable entities+54.1%

92 of 170 covered entities.

Top-five concentration+81.3%

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 · 170 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.

170 reporting entities
Continue your financial research in Radar

Explore full company accounts and filings.

View financials in Radar ↗
INDIA · INDUSTRY COHORTS

How does supply chain software 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 India companies on this page show up online: the sites people visit, the apps they install, and how often those apps ship.

Most-installed apps

55 of these companies (12%) publish at least one Android app — 131 apps in all, carrying 1.7M installs between them.

AppInstallsRatingStore category
ZaggleZaggle630.9K4.3Finance
Dice Employee HQDice194.1K4.5Productivity
Tender247 APPTender 247183.3K—Business
Amul CartBotree Software168.1K—Shopping
Birla HIL DistributoreSeal78.7K—Business
Expenzing | TEMExpenzing62K—Finance
WayCoolCensaNext47.3K—Business
Munim Accounting and BillingMunim45.1K—Business
Nuvoco-SaarthiMjunction35.6K—Communication
IotaLogistimo28.3K—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 (2023Q3–2026Q1).

SegmentAppsInstallsLeading appRelease trend
Scm Software1191.6MZaggle 630.9K
Finance & Accounting Tech141MDice Employee HQ 194.1K
Online Travel4716.9KExpenzing | TEM 62K
Iot Applications1184.1KBirla HIL Distributor 78.7K
Grc Software878.9KSocatra Chain Executive 101
B2B E-Commerce537.8KNuvoco-Saarthi 35.6K
Materials Tech437.8KTata Wiron 881
Logistics Tech1928.5KlocatR – Smart Logistics App 20.7K

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.

2022Q4: 32022Q4: 02022Q42023Q2: 62023Q2: 32023Q22023Q3: 52023Q3: 52023Q32023Q4: 32023Q4: 32023Q42024Q1: 62024Q1: 22024Q12024Q2: 52024Q2: 72024Q22024Q3: 22024Q3: 152024Q32024Q4: 32024Q4: 52024Q42025Q1: 22025Q1: 22025Q12025Q2: 12025Q2: 92025Q22025Q3: 22025Q3: 82025Q32026Q1: 22026Q1: 122026Q1

Darker bars are new releases, lighter bars apps updated. 76 of 131 apps carry a release date. The series ends at 2026Q1, the last quarter that closed before the June 2026 reading.

INSIDE THE INDUSTRY

The India supply chain software market map

Explore the segments behind the headline numbers.

Expand panel +

Where companies are building

Rank segments by scale, hiring or disclosed funding.

Enterprise tech445
Enterprise software352
Saas342
Industry 4.0337
Logistics tech82
Fintech61
Logistics saas57
Marketplaces48
Cfo stack46
Retail tech33
Supply chain sourcing27
Blockchain23

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

SEGMENT TO EXPLORE

Enterprise tech

The largest measured segment in this report snapshot.

445companies
13.0%have hiring activity

58 companies hiring · $1.13B disclosed funding

Explore in Radar

How companies make money

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

Subscription354
Fee-for-service76
Commission on transaction72
E-commerce - service39
E-commerce - product20
Physical commerce13
Advertising13
Lending6
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 & acquisitionszaggle.in ↗

Zaggle Prepaid Ocean Services Ltd is not moving ahead with its plan to acquire a majority stake in Hyderabad-based ...

Funding roundsaerchain.io ↗

Tech startup Aerchain raised $13 million from Pavestone VC and IndiaMart.

Mergers & acquisitionstrejhara.com ↗

Trejhara Solutions has received approval to acquire LP Logistics Plus LLC, a Dubai-based logistics company.

Mergers & acquisitionsveefin.com ↗

Veefin Solutions has decided to merge its subsidiaries GlobeTF Solutions and Estorifi Solutions with itself to strengthen governance, align interests with minority shareholders and enhance investor value.

Funding roundsaraplraas.com ↗

Humro, a subsidiary of Affordable Robotic and Automation Ltd, is planning to invest $8-10 million into its subsidiary, which was previously known as ARAPL RaaS.

Funding roundsenmovil.ai ↗

Anicut Capital and other investors had previously contributed $3.48 million to the Hyderabad-based business.

Mergers & acquisitionsaddverb.com ↗

Ladd believes that Reliance should own a majority stake in the company Addverb.

Full recorded event mix

Top 10 categories among 326 recorded events in the 24-month window.

Mergers & acquisitions
71
Contracts
68
Earnings
53
Funding rounds
41
Company announcements
35
Leadership moves
28
New products
11
Regulatory
9
Capital infusions
5
IPO activity
2
6 activity cards

Swipe or scroll horizontally to browse.

IPO pipeline

2 companies with recorded IPO activity

Veefin ↗

IPO1 reports

Zaggle ↗

Follow-on Offering5 reports

Leadership moves

5 tracked people moves

Zaggle ↗
Venkata Aditya Kumar Grandhi

Resignation Previously Chief Financial Officer

Zaggle ↗
Rajesh Tummalaganti

Appointment Interim Chief Financial Officer

Zaggle ↗
Nilesh Dadpe

Appointment Executive Vice President – Cross Sell

Veefin ↗
Niraj Vedwa

Appointment Senior Advisor to its Advisory Board

Product launches

Products, platforms and features in the recorded window

Mjunction ↗
rivexa cross‑border trade payment solution

financial services

Contract wins

49 recorded customer wins

Zaggle ↗

Customer: Generali Central Insurance Companyspend management

Zaggle ↗

Customer: Fanuc India Private LimitedFinancial Services

Veefin ↗

Customer: bank of the philippine islandsBanking

ARAPL RaaS ↗

Customer: U.S.-based logistics companyLogistics

ARAPL RaaS ↗

Customer: leading US-based logistics companyLogistics / Warehouse

Veefin ↗

Customer: Invest Bank PSCFinancial Services

Workforce actions

1 companies with reported reductions

Zaggle ↗

500 roles

Regulatory events

10 recorded events

Zaggle ↗

approved for allotmentSEBI

Zaggle ↗

TPAP approvalNational Payments Corporation of India (NPCI)

Zaggle ↗

approved as TPAPNational Payments Corporation of India

Zaggle ↗

approved for acquisition

Earnings pulse

Reported company results in the recorded window.

5companies
43period observations
56.0%median reported growth

Median across 45 reported growth observations; companies may contribute multiple periods.

Mergers and acquisitions

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

Acquirer → targetStatusDateValue / context
Zaggle→NaTerminated2026-04-06Not stated in snapshot
Zaggle→effiasoftTerminated2026-04-03Not stated in snapshot
Zaggle→Rivpe Technology Pvt LtdAnnounced2025-12-09Not stated in snapshot
Zaggle→greenedgeCompleted2025-12-05Not stated in snapshot
Zaggle→Rivpe Technology Private LimitedAnnounced2025-12-05Not stated in snapshot
Zaggle→Rio.MoneyAnnounced2025-12-05Not stated in snapshot

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

PEOPLE & OPPORTUNITY

The talent market

148 postings in the preceding 12 months. The full 204-posting snapshot covers 57 employers.

Expand panel +

Most advertised job titles

Full Stack Developer Mern Stack3
Ruby On Rails Developer3
Fullstack Developer3
Engineering Manager2
Principal Test Engineer2
Tranzact Software Quality Assurance Engineer Automation Testing2
1 internship postings

1 tracked postings mention remote work.

The seniority mix

106 postings specify a level.

unspecified
98
senior
40
manager
36
lead
20
intern
7
entry
3

Skills employers mention

Top skills across 204 tracked postings in the available jobs snapshot.

Javascript
27
Java
20
Sql
18
Python
16
Git
14
Sales
14
Mysql
11
Communication Skills
11
Mongodb
10
Typescript
9
ADVERTISED PAY$12.6K/ year

Median across 35 postings with pay data, expressed in USD.

THE PEOPLE BUILDING THE FIELD

Founders and leaders

434 founders and chief executives across 281 companies.

Expand panel +
12 profiles

Swipe or scroll horizontally to browse.

Education networks

89 profiles with education records.

BITS Pilani
12
IIT Delhi
11
IIT Kharagpur
9
Indian School of Business
8
IIT Kanpur
7
IIT Bombay
7
IIM Calcutta
6
IIM Ahmedabad
5

Prior employers

29 profiles with prior-work records.

Microsoft
5
Amazon
5
Cisco
4
McKinsey
3
Google
2
Intel
2
Bain
2
Apple
2

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

RESEARCH SIGNALS

What Supply Chain Software 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 Optimization ChallengesCommon problems researchers identify · 01

Supply Chain Optimization Challenges

155 papers

20.3% of this theme group

Researchers highlight difficulties in optimizing and managing supply chain processes and risk mitigation.

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
20221800.5
20231892.4
20242050.7
20252042.5
Fleet Management in AeronauticsCommon problems researchers identify · 02

Fleet Management in Aeronautics

143 papers

18.7% of this theme group

Studies point to operational and management obstacles specific to aircraft fleet coordination.

Fleet management (118) · Aeronautics (19) · Operations management (23) · Operations research (20)

Making Fleet Management Easier.

Guide for Fleet Management

View research history
YearShare index
2022549.4
2023517.0
2024416.2
2025183.9
Truck Fleet Operational IssuesCommon problems researchers identify · 03

Truck Fleet Operational Issues

136 papers

17.8% of this theme group

Papers discuss inefficiencies and management problems in road transport and truck fleet operations.

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
2022624.6
2023603.3
2024482.2
2025310.9
Vehicle Routing and GPS LimitationsCommon problems researchers identify · 04

Vehicle Routing and GPS Limitations

122 papers

16.0% of this theme group

Research identifies routing complexities and positioning shortcomings affecting public transport fleets.

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
20221219.3
20231171.3
20241030.1
20251102.6
Truck Fuel Efficiency and EmissionsCommon problems researchers identify · 05

Truck Fuel Efficiency and Emissions

102 papers

13.4% of this theme group

Works focus on reducing fuel consumption and emissions 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
YearShare index
2022441.1
2023426.2
2024338.1
2025322.5
Electrification of Commercial FleetsCommon problems researchers identify · 06

Electrification of Commercial Fleets

56 papers

7.3% of this theme group

Authors examine barriers to adopting electric vehicles and managing charging within fleet contexts.

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
2022578.5
2023634.0
2024579.8
2025554.7
Biomass Feedstock Supply ConstraintsCommon problems researchers identify · 07

Biomass Feedstock Supply Constraints

50 papers

6.5% of this theme group

Studies address logistical and material challenges in biofuel and biomass supply chains.

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
2022780.3
2023776.8
2024712.9
2025666.5

Cautions

164 papers · 4 recurring themes
4 cards

Swipe or scroll horizontally to browse.

Energy‑Saving Fleet Management RisksCautions · 01

Energy‑Saving Fleet Management Risks

70 papers

42.7% of this theme group

Cautionary analyses warn of infrastructure and driver awareness limits when pursuing fuel‑efficient fleets.

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
2022668.6
2023633.9
2024489.5
2025312.5
Electrified Public Transport Trade‑offsCautions · 02

Electrified Public Transport Trade‑offs

51 papers

31.1% of this theme group

Research cautions about performance impacts and charging strategy complexities for electric urban fleets.

Public transport (11) · Truck (15) · Electrification (7) · Transport engineering (14)

Performance analysis and fleet requirements of automated demand-responsive transport systems as an urban public transport service

Different Charging Strategies for Electric Vehicle Fleets in Urban Freight Transport

View research history
YearShare index
2022640.4
2023614.5
2024559.4
2025562.1
Supply Chain Optimization OverrelianceCautions · 03

Supply Chain Optimization Overreliance

24 papers

14.6% of this theme group

Papers advise restraint in applying advanced optimization without considering sustainability and risk factors.

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
20221800.5
20231892.4
20242050.7
20252042.5
Biofuel Production Scale RisksCautions · 04

Biofuel Production Scale Risks

19 papers

11.6% of this theme group

Analyses highlight cost and resource efficiency uncertainties when scaling biomass‑to‑fuel processes.

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

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

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

View research history
YearShare index
2022647.0
2023635.7
2024607.9
2025508.6

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

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
YearShare index
20221800.5
20231892.4
20242050.7
20252042.5
Dynamic Vehicle Routing SolutionsOpportunities · 02

Dynamic Vehicle Routing Solutions

641 papers

17.6% of this theme group

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

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

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

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

View research history
YearShare index
2022317.7
2023306.1
2024267.3
2025265.0
Predictive Maintenance for FleetsOpportunities · 03

Predictive Maintenance for Fleets

625 papers

17.2% of this theme group

Studies propose data‑driven maintenance strategies to enhance fleet reliability and reduce downtime.

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

A Simulation and Optimization Methodology for Reliability of Vehicle Fleets

DEVELOPMENT OF OPTIMIZED MAINTENANCE SYSTEM FOR VEHICLE FLEET

View research history
YearShare index
2022479.0
2023452.6
2024352.2
2025173.9
Integrated Aviation Fleet PlanningOpportunities · 04

Integrated Aviation Fleet Planning

502 papers

13.8% of this theme group

Works present combined approaches for flight scheduling, fleet assignment, and aircraft routing optimization.

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
2022362.3
2023327.9
2024196.3
202581.0
IoT‑Enabled Vehicle TrackingOpportunities · 05

IoT‑Enabled Vehicle Tracking

367 papers

10.1% of this theme group

Papers highlight smart tracking systems that improve fleet visibility and logistics coordination.

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
2022753.8
2023730.4
2024603.1
2025664.6
Electric Fleet Charging OptimizationOpportunities · 06

Electric Fleet Charging Optimization

342 papers

9.4% of this theme group

Research develops frameworks for managing battery health, tariffs, and energy use in 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
2022452.8
2023505.2
2024489.5
2025463.4
Sustainable Biomass Supply ChainsOpportunities · 07

Sustainable Biomass Supply Chains

272 papers

7.5% of this theme group

Studies target multi‑objective designs for eco‑friendly, cost‑effective biofuel production from forest residues.

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
20222372.2
20232456.4
20242587.5
20252501.4

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%37.1%
Descriptive18.2%17.1%
Breakthrough14.6%26.9%
Problem-identifying12.7%9.9%
Comparative3.2%3.7%
Cautionary2.8%4.4%
Critical0.2%0.8%

Concerns receiving less research attention

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

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

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

GEOGRAPHIC FOOTPRINT

Where companies are based

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

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UNDERSTAND THE LANDSCAPE

Supply Chain Software in India: 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 India in context

All landscapes ↗

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 ↗
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