Industry landscapes
The companies, capital and talent shaping auto in Gurugram. Find the leaders. Understand the segments. See where the activity is.
An industry ecosystem,
measured in context.
24 featured companies from the funding, hiring, revenue and team-size leaderboards.
Locked revenue figures are available in Radar; the eight company financial previews stay the same throughout this page. A dash means the figure is outside these featured lists. Revenue years vary by company; the figures are not a like-for-like revenue comparison. Compare annual accounts ↗
No company example met every recorded classification, independence and public-profile gate in this snapshot. The live directory may have newer qualifying companies.
Explore classified startups in Radar ↗A few useful ratios bring the size of this ecosystem into perspective.
36 of 293 tracked companies have open roles.
41 of 293 tracked companies have a recorded round.
Share of disclosed capital received by the three largest recorded recipients.
Midpoint of 93 rounds with a disclosed amount.
Scale is concentrated. Opportunity is broader. The three largest funding recipients hold 66.4% of disclosed capital, while 86.0% of tracked companies have no recorded funding round.
Explore the segments →Recorded company formation and disclosed funding across the complete annual series shown.
Sum of recorded funding rounds · USD
| Year | Funding (USD) | Founded | Raising |
|---|---|---|---|
| 2016 | $30M | 12 | 2 |
| 2017 | $116.95M | 13 | 7 |
| 2018 | $125.93M | 8 | 5 |
| 2019 | $244.94M | 10 | 7 |
| 2020 | $207.63M | 8 | 4 |
| 2021 | $1.57B | 11 | 9 |
| 2022 | $7.74M | 14 | 5 |
| 2023 | $17.89M | 6 | 8 |
| 2024 | $960.12M | 9 | 14 |
| 2025 | $332.77M | 0 | 11 |
Share of all disclosed company funding.
102 recorded rounds since 2016
Recorded participation in auto company rounds since 2016.
Backed by DST Global and Alpha Wave Global and others.
Backed by Alpha Wave Global and Zennis Capital and others.
Backed by Tiger Global Management and Avenir Growth Capital and others.
Backed by DST Global and Exor and others.
Backed by JSW Group.
Backed by 57 Stars and SeventTrain Ventures.
Backed by Accel and Elevation Capital and others.
Backed by Tiger Global Management and Avenir Growth Capital and others.
Backed by Unbound and Kingsway Capital and others.
Backed by Accel and Fidelity Investments.
Annual accounts for reporting companies linked to this landscape, on like-for-like currency and reporting bases.
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 156 eligible matches.
Sum of reporting-entity revenue; not Gurugram market sales.
Combined result for the same cohort.
Combined net income ÷ combined revenue.
The middle covered reporting entity.
103 of 131 covered entities.
Share of covered revenue from the five largest entities.
Reported cohort totals by year; coverage is stated for every period.
Bar height shows revenue. Changes in coverage can affect totals.
FY2025 · 131 reporting entities
Up to eight fixed company previews show financial amounts. Search and sort the wider company list, then continue in Radar.
| Company / reporting entity | Revenue | Net profit / loss | Net margin | Revenue growth | Total assets |
|---|---|---|---|---|---|
| Honda ↗U35912HR2001PTC034649 | ₹39,237.6 crore | ₹3,726.8 crore | +9.5% | — | ₹16,369.4 crore |
| Uno Minda ↗L74899DL1992PLC050333 | ₹12,455.7 crore | ₹796.3 crore | +6.4% | — | ₹8,902.0 crore |
| BMW ↗U35991HR1997PTC037496 | ₹9,435.8 crore | ₹87.6 crore | +0.9% | — | ₹6,882.2 crore |
| Asahi India Glass Ltd ↗L26102DL1984PLC019542 | ₹4,311.6 crore | ₹389.1 crore | +9.0% | — | ₹6,825.4 crore |
| Spark Minda ↗L74899DL1985PLC020401 | ₹4,144.3 crore | ₹205.9 crore | +5.0% | — | ₹4,376.3 crore |
| Lumax World ↗L74899DL1981PLC012804 | ₹3,400.4 crore | ₹91.5 crore | +2.7% | — | ₹2,621.4 crore |
| ASK Automotive ↗L34300DL1988PLC030342 | ₹3,219.5 crore | ₹212.7 crore | +6.6% | — | ₹1,482.6 crore |
| Sandhar ↗L74999DL1987PLC029553 | ₹2,913.0 crore | ₹139.6 crore | +4.8% | — | ₹1,858.2 crore |
Explore full company accounts and filings.
Choose “View accounts” to inspect an available company preview.
Each pair uses the same year, currency and reporting basis. Cohort overlap is disclosed.
| Industry | Covered / eligible | Revenue total | Median revenue | Net profit / loss | Aggregate margin | Profitable share | Overlap |
|---|
Available-account cohorts are not estimates of whole industries. Overlapping entities can occur in more than one cohort; do not add cohort totals.
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.
How the Gurugram companies on this page show up online: the sites people visit, the apps they install, and how often those apps ship.
14 of the 293 companies on this page carry a measured traffic record (4.8%); these are the largest of those, by monthly visits. The median among them is 424,267 visits.
| Company | Monthly visits | Authority | Mobile |
|---|---|---|---|
| Cars24cars24.com | 6,385,497 | 72 | 90.1% |
| 91Wheels91wheels.com | 5,281,641 | 57 | 97.4% |
| Spinnyspinny.com | 4,078,955 | 71 | 85.5% |
| Hondahonda2wheelersindia.com | 3,529,998 | 70 | 86.4% |
| Boodmoboodmo.com | 2,241,765 | 63 | 85.4% |
| GoMechanicgomechanic.in | 960,945 | 54 | 92.9% |
| Big Boy Toyzbigboytoyz.com | 460,402 | 43 | 80.5% |
| VinFastvinfastauto.in | 388,132 | 39 | 88.4% |
| Droomdroom.in | 345,778 | 51 | 83.1% |
| Hero Cyclesherocycles.com | 198,179 | 44 | 89.2% |
Visits and authority are third-party web estimates, not company-reported figures.
39 of these companies (13.3%) publish at least one Android app — 97 apps in all, carrying 90.6M installs between them.
| App | Installs | Rating | Store category |
|---|---|---|---|
| Cars24®: Buy & Sell Used CarsCars24 | 25.8M | 4 | Auto & Vehicles |
| Spinny - Buy & Sell Used CarsSpinny | 12.8M | 4.1 | Auto & Vehicles |
| boodmo - Spare Parts ExpertBoodmo | 12.2M | 3.9 | Auto & Vehicles |
| GoMechanic Car Services & MoreGoMechanic | 10.8M | 4.1 | Auto & Vehicles |
| Droom: Buy Used Cars & BikesDroom | 10.6M | 3.4 | Auto & Vehicles |
| MyHonda-IndiaHonda | 6.5M | — | Productivity |
| OBV: Used Car & Bike ValuationOrange Book Value | 4.2M | — | Business |
| GoMechanic Spares - Car PartsGoMechanic Spares | 3.2M | — | Auto & Vehicles |
| FASTag Recharge & Balance AppCars24 | 500.7K | — | Auto & Vehicles |
| Cars24 PartnersCars24 | 498.5K | 3.6 | Business |
Installs are lifetime totals to date at the June 2026 store reading — a measure of reach, not of people using an app today.
The busiest app inside each of this page’s own segments, with the quarterly release trend behind it (2023Q1–2026Q2).
| Segment | Apps | Installs | Leading app | Release trend |
|---|---|---|---|---|
| Auto Retail & Aftersales | 52 | 82.1M | Cars24®: Buy & Sell Used Cars 25.8M | |
| Auto E-Commerce & Content | 43 | 82.1M | Spinny - Buy & Sell Used Cars 12.8M | |
| B2B E-Commerce | 3 | 12.2M | boodmo - Spare Parts Expert 12.2M | |
| Local Services | 10 | 11.1M | GoMechanic Car Services & More 10.8M | |
| Auto Brands | 23 | 8.2M | MyHonda-India 6.5M | |
| Auto Components | 22 | 262.6K | Niterra India 56.1K | |
| Alternative Lending | 3 | 139.7K | Nxcar : Sell and Buy Used Cars 138.1K | |
| Electric Vehicles | 7 | 108.5K | MY LIVSERV 54.3K |
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.
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. 26 of 97 apps carry a release date. The series ends at 2025Q3, the last quarter that closed before the June 2026 reading.
Explore the segments behind the headline numbers.
Rank segments by scale, hiring or disclosed funding.
Companies can sit in several segments. Counts and funding overlap.
The largest measured segment in this report snapshot.
10 companies hiring · $2.53B disclosed funding
Explore in RadarCommon revenue models; a company can use more than one.
Recorded corporate activity linked to companies in this landscape.
Valuedrive Technologies Private Limited, dba Spinny, has raised approximately $340 million across its Series F and its Series G fundraises.
The most recent competitors to raise funding was Padmini VNA Mechatronics, which secured $82.7M in Dec, 2025.
JBM Group acquires majority shareholding in Linde-Wiemann (L+W), a leading manufacturer of complex structural components and assemblies to automotive OEMs worldwide.
Shivam Autotech Limited has approved a corporate term loan of Rs 40 crore aimed at part-refinancing existing debt and enhancing working capital requirements, according to a regulatory filing submitted to stock exchanges today.
2016 -Minda Corporation Acquires Panalfa Autoelektrik Limited.
Commercial vehicle platform 91trucks has acquired Motorfloor and Trucksfloor, two mobility focused platforms operated by Bhubaneswar-based Indiyanet.
Used-car marketplace CARS24 has acquired automotive utility startup Vehicle Info as it looks to expand beyond vehicle transactions and build a full-stack vehicle ownership platform.
Indigrid Technology Private Limited has raised an additional INR 40 crore, closing its extended Series A round at INR 75 crore. The round was led by Cactus Partners, with subsequent participation from Valour Capital, ITI Growth Opportunities Fund, Vimson Group, and Global South Capital.
Roadzen Inc. (NASDAQ: RDZN) is taking a decisive step toward redefining the global auto insurance and claims ecosystem with its strategic acquisition of VehicleCare, unveiled at CES 2026.
Healthcare startup Naxatra Labs has raised $3 million in a pre-Series A round led by Rainmatter.
Top 10 categories among 796 recorded events in the 24-month window.
9 companies with recorded IPO activity
IPO1 reports
IPO1 reports
IPO · BSE, NSE8 reports
IPO3 reports
IPO1 reports
IPO2 reports
IPO · BSE & NSE2 reports
IPO1 reports
20 tracked people moves
Resignation Previously Co-Founder
Resignation Previously Co‑founder
Resignation Previously Chief Executive Officer
Appointment Head – EV, operations and expansion
Appointment Chief Executive Officer
Appointment Chief Strategy Officer (CSO) and Advisor – Aftermarket Domain
Appointment Chief Operating Officer (COO) – 4W Lighting and ASEAN Region
Promotion Board Member
Products, platforms and features in the recorded window
Platform
Tyre technology
Intellectual Property
Mobility services platform
19 recorded customer wins
Customer: tata motorsAutomotive
Customer: Government of Uttar PradeshAutomotive
Customer: neura roboticsTechnology
Customer: Jinnaite Machinery Co (JNT)
Customer: bydElectric Vehicle Components
Customer: GUVNLEnergy Storage
2 companies with reported reductions
10 recorded events
Show Cause Notice issuedCommissioner, CGST & Central Excise, Ujjain Commissionerate, Madhya Pradesh
Demand order receivedCommissioner, CGST & Central Excise, Ujjain Commissionerate, Madhya Pradesh
approved for productionCentre
5 tracked suits
appeal of trial court contempt proceedings orderCivil ·
trademark infringement and consumer confusionCivil ·
Reported company results in the recorded window.
Median across 231 reported growth observations; companies may contribute multiple periods.
Company-linked deal reports; status is preserved as recorded.
| Acquirer → target | Status | Date | Value / context |
|---|---|---|---|
| carlyle→Roop Automotives ↗ | Completed | 2026-04-28 | Not stated in snapshot |
| JBM Group→Linde-Wiemann (L+W) | Announced | 2026-04-15 | Not stated in snapshot |
| Spark Minda→Spark Minda ↗ | Announced | 2026-04-13 | Not stated in snapshot |
| Spark Minda→Panalfa Autoelektrik | Announced | 2026-04-13 | Not stated in snapshot |
| 91trucks→MotorFloor | Announced | 2026-03-25 | Not stated in snapshot |
| 91trucks→Trucksfloor | Announced | 2026-03-25 | Not stated in snapshot |
A discussion or rumour is not a completed transaction. An unstated value is not zero.
654 postings in the preceding 12 months. The full 766-posting snapshot covers 39 employers.
1 tracked postings mention remote work.
231 postings specify a level.
Top skills across 766 tracked postings in the available jobs snapshot.
Median across 75 postings with pay data, expressed in USD.
| Company | Open roles |
|---|---|
| Spinny ↗ | 7 |
| Cars24 ↗ | 6 |
| VinFast ↗ | 4 |
| Zekardo ↗ | 4 |
| CarTrends ↗ | 3 |
| GoMechanic ↗ | 3 |
| AegisCovenant ↗ | 3 |
| Global Assure ↗ | 3 |
| Company | Employees |
|---|---|
| Maruti Suzuki ↗ | 23,537 |
| Uno Minda ↗ | 9,691 |
| VE COMMERCIAL VEHICLES ↗ | 6,702 |
| Spinny ↗ | 4,430 |
| JBM Group ↗ | 4,323 |
| Asahi India Glass Ltd ↗ | 2,724 |
| Eicher Trucks and Buses ↗ | 2,600 |
| Cars24 ↗ | 2,473 |
218 founders and chief executives across 151 companies.
Ex-Founder FabFurnish.com, The Boston Consulting Group · St. Xavier's College (Autonomous), Kolkata BCom 2007, IIM Calcutta MBA 2009
Ex-Outbox Ventures, Co-Founder TechMonkey, Locus Education · IIT Roorkee BArch 2003, IIT Delhi BTech 2007
Ex-Founder-ShopClues, Collins Stewart · Kurukshetra University BCom 1992, Devi Ahilya Vishwavidyalaya 1996…
Sona Comstar, ex-Royal Enfield, ex-Greyorange, Indian Institute of Management, Ranchi, 2013
Managing Director at Padmini VNA Mechatronics Pvt. Ltd. with 19 years 4 months of experience.
Ex-Co-Founder Servizzy · ITFT, Punjab University BSc 2009
Ex-Luminous Power Technologies, Oak Power Systems, Siemens Energy & Automation
MD-Napino Auto & Electronics, Tessellate Tech Ventures · University of Nottingham 2010
Ex-Deloitte Consulting, Tata Hitachi Construction Machinery · National Institute of Advanced Manufacturing Technology Ranchi BTech 2011…
Ex- Stellar Ocean Transport, Dole Fresh Fruit International. City St George’s, University of London MS 2011
E Greaser, ex-Tonus Auto, ex-Cardan Parts, ACCA, 2012
Ex-Droom Technology, VLCC, Snapdeal · Maharaja Agrasen Institute Of Technology, Delhi BE 2005, IIM Kozhikode 2008
22 profiles with education records.
7 profiles with prior-work records.
Profiles cover recorded founders and leaders; contact details remain in Radar.
145,393 articles in the measured 12-month window.
Auto coverage across India · articles per complete quarter
| Quarter | Articles |
|---|---|
| 2021Q2 | 13,940 |
| 2021Q3 | 16,741 |
| 2021Q4 | 15,069 |
| 2022Q1 | 16,861 |
| 2022Q2 | 18,275 |
| 2022Q3 | 19,319 |
| 2022Q4 | 20,066 |
| 2023Q1 | 22,840 |
| 2023Q2 | 20,764 |
| 2023Q3 | 22,449 |
| 2023Q4 | 22,345 |
| 2024Q1 | 25,246 |
| 2024Q2 | 26,392 |
| 2024Q3 | 26,913 |
| 2024Q4 | 30,844 |
| 2025Q1 | 31,455 |
| 2025Q2 | 32,044 |
| 2025Q3 | 32,174 |
| 2025Q4 | 26,366 |
| 2026Q1 | 53,278 |
Article volume measures coverage, not market sales.
1,220 recorded company events across 47 companies; percentages use that event total.
Auto coverage across India · ranked by full-period article count.
Recent and prior counts use the source comparison windows.
India comparison coverage
| Keyword | Recent | Prior | Change |
|---|---|---|---|
| top-rated vehicles | 1,122 | 270 | 316% |
| performance sedan engines | 816 | 270 | 202% |
| hyundai usa dealers | 769 | 115 | 569% |
| hyundai dealerships | 764 | 82 | 832% |
| suzuki fuel-saving | 731 | 64 | 1042% |
| suzuki fuel economy | 720 | 65 | 1008% |
| suzuki mileage ratings | 717 | 51 | 1306% |
| suzuki eco technologies | 716 | 71 | 908% |
| suzuki green innovations | 710 | 60 | 1083% |
| suzuki emissions reduction | 708 | 55 | 1187% |
| honda forums | 132 | 2,606 | -95% |
| stock indices | 829 | 1,246 | -33% |
| test cricket | 387 | 853 | -55% |
| ipo prospectus | 249 | 819 | -70% |
| honda service intervals | 0 | 757 | -100% |
India comparison coverage
stock performance, stock indices, ev powertrain advancements
46.4% critical · 40.3% positivepre-ipo valuation, ipo prospectus, ipo pricing
50.9% critical · 55.5% positiveautomotive segment growth, vehicle sales forecasts, ev powertrain advancements
43.5% critical · 52.7% positiveAuto coverage across India. Topic labels describe recorded classifications and can include broad context.
1,085 papers in the recorded india scope.
Tone counts: 993 positive · 41 neutral · 51 negative.
Landmark: Autonomous Vehicles Enabled by the Integration of IoT, Edge Intelligence, 5G, and Blockchain
Landmark: Human Factors Issues Associated with Limited Ability Autonomous Driving Systems: Drivers’ Allocation of Visual Attention to the Forward Road
Landmark: Small-object detection based on YOLOv5 in autonomous driving systems
Common problems researchers identify · 0151.5% of this theme group
Researchers highlight vulnerabilities in autonomous vehicle systems, focusing on cyber‑security and data privacy challenges.
Computer security (19) · Intelligent transportation system (8) · Transport engineering (6) · Internet privacy (6)
Autonomous Vehicle
Autonomous vehicle security: Current survey and future research challenges
Common problems researchers identify · 0225.8% of this theme group
Studies examine how digital platforms reshape education, inclusion, and societal power structures.
Humanities (12) · Philosophy (7) · Power (3) · Order (3)
REFLEXÕES SOBRE SOCIABILIDADES MEDIADAS PELO DIGITAL EM REDE (RE)CONFIGURANDO NOSSAS RELAÇÕES
ANÁLISE DOS PRINCIPAIS DESAFIOS E/OU DIFICULDADES ENCONTRADAS EM RELAÇÃO À EDUCAÇÃO REMOTA E/OU INCLUSÃO DA TECNOLOGIA NO COTIDIANO PROFISSI
Common problems researchers identify · 0312.9% of this theme group
Works explore complexities of public‑sector negotiations and cultural policy implementation.
Government (17) · Public sector (9) · Negotiation (7) · Scope (5)
Entrevistas semiestructuradas. Territorio: Cundinamarca. Sector: Cultura. Año: 2024
Entrevistas semiestructuradas. Territorio: Guainía. Sector: Cultura. Año: 2024
Common problems researchers identify · 049.8% of this theme group
Analyses address population‑level risks and challenges of replicating social research data.
Population (11) · Social risk (10) · Sample (10) · Replication (3)
Observaciones semiestructuradas. Territorio: Cali. Eje medular: Agenciamiento. Sector: Educación. Año: 2025
Observaciones semiestructuradas. Territorio: Cartagena. Eje medular: Agenciamiento. Sector: Educación. Año: 2025
Cautions · 0173.3% of this theme group
Cautionary papers discuss driver attention limits and interaction problems with semi‑autonomous systems.
Aeronautics (3) · Human–computer interaction (2) · Computer security (2)
Human Factors Issues Associated with Limited Ability Autonomous Driving Systems: Drivers’ Allocation of Visual Attention to the Forward Road
Autonomous Vehicles
A further 4 papers sit in smaller themes.
Opportunities · 0123.0% of this theme group
Opportunities focus on advanced control theory to improve vehicle dynamics and path planning.
Control theory (16) · Trajectory (17) · Controller (8) · Vehicle dynamics (9)
Enhancing Autonomous Vehicle Safety and Efficiency Through Intelligent Mapping and Recommendations
A Driving Decision Strategy Based On Machine Learning For An Autonomous Vehicle.
Opportunities · 0220.9% of this theme group
Research advances convolutional networks for robust lane marking and traffic‑sign recognition.
Segmentation (28) · Convolutional neural network (20) · Obstacle (15) · Sign (10)
Lane Detection for Autonomous Vehicles using Image Transformation Techniques
Detection of Lane and Speed Breaker Warning System for Autonomous Vehicles Using Machine Learning Algorithm
Opportunities · 0320.2% of this theme group
Papers propose blockchain and deep‑learning methods to protect connected vehicle networks.
Computer security (28) · Internet of Things (18) · Computer network (25) · Blockchain (13)
Intelligent Deep Learning Architectures for Real-Time Traffic Analysis and Decision Support in IoT-Enabled Autonomous Vehicles
Machine Learning-based Secure Communication Framework for Connected Autonomous Vehicles
Opportunities · 0412.8% of this theme group
Studies develop fast convolutional models for detecting obstacles during driving.
Object detection (74) · Object (34) · Convolutional neural network (12) · Minimum bounding box (5)
YOLO based Object Detection Techniques for Autonomous Driving
Advancing Real-Time Object Detection for Autonomous Vehicles with YOLOv11
Opportunities · 058.6% of this theme group
Works explore adaptive policies that enable autonomous cars to learn safe maneuvers.
Reinforcement learning (53) · Action (7) · Reinforcement (5) · Adaptability (6)
Deep reinforcement learning for autonomous vehicles: lane keep and overtaking scenarios with collision avoidance
Advanced Deep Reinforcement Learning Strategies for Enhanced Autonomous Vehicle Navigation Systems
Opportunities · 067.7% of this theme group
Research improves radar‑based lane‑departure warnings and other ADAS functionalities.
Advanced driver assistance systems (25) · Radar (9) · Lane departure warning system (6) · Automotive engineering (9)
Advance Driver Assistance System (ADAS) - Speed bump detection
An Improved Lane Detection and Lane Departure Warning Framework for ADAS
Opportunities · 076.8% of this theme group
Techniques address class imbalance in medical datasets using oversampling and pattern‑recognition methods.
Oversampling (4) · Pattern recognition (6) · Humanities (4) · Philosophy (3)
Data Balancing Techniques Using the PCA-KMeans and ADASYN for Possible Stroke Disease Cases
Enhanced Detection of Autism Spectrum Disorder using Machine Learning and Deep Neural Models with ADASYN and ENN Techniques
Orientation shares compared with 25,000 papers in the reference sample.
| Research orientation | This field | Reference sample |
|---|---|---|
| Breakthrough | 37.6% | 26.1% |
| Promising | 32.4% | 37.2% |
| Problem-identifying | 11.8% | 9.6% |
| Descriptive | 11.6% | 17.9% |
| Comparative | 4.2% | 3.9% |
| Cautionary | 1.4% | 4.6% |
| Critical | 0.9% | 0.8% |
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 & surveillanceA Survey of Cybersecurity Challenges and Mitigation Techniques for Connected and Autonomous Vehicles | 11 | 1.06% | 6 (54.5%) | 0.42% |
| Safety & misuseDesigning Robust AI Systems for Autonomous Vehicles Against Adversarial Attacks | 4 | 0.39% | 1 (25.0%) | 0.31% |
| Energy & datacenter footprintGreen-EMulTO: A Next Generation Edge-Assisted Multi-Level Traffic Orchestrator for Green Computing in Consumer Autonomou | 1 | 0.1% | 0 (0.0%) | 0.02% |
| Water use | 0 | 0.0% | 0 (%) | 0.0% |
| Carbon & emissions of compute | 0 | 0.0% | 0 (%) | 0.0% |
| Hardware, e-waste & supply chain | 0 | 0.0% | 0 (%) | 0.0% |
| Labour & data work | 0 | 0.0% | 0 (%) | 0.0% |
| Bias & fairness | 0 | 0.0% | 0 (%) | 0.03% |
| Concentration of compute power | 0 | 0.0% | 0 (%) | 0.01% |
Institution and researcher rankings use citations to their covered work. Research scope: India. This may be broader than the company geography.
Clear definitions for making better comparisons.
It measures the tracked company ecosystem, recorded funding, hiring and other available evidence. It is not a market-size estimate.
No. A company can belong to several segments, so segment counts and funding can overlap.
A dash or unavailable panel means the current reviewed source snapshot does not support that figure.
Company ecosystem snapshot: 4 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 ↗