Industry landscapes
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 DELHI EDITION 2026

Delhi’s
auto tech industry,
in focus.

The companies, capital and talent shaping auto tech in Delhi. Find the leaders. Understand the segments. See where the activity is.

Snapshot: Funding in USD
Illustrated cover for Auto Tech Industry Landscape of Delhi
IN
COMPANIES · CAPITAL · TALENT

An industry ecosystem,
measured in context.

Auto Tech illustration
MEET THE COMPANIES

Explore Delhi’s auto tech leaders

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

Expand panel +
Auto Tech company highlights in Delhi, snapshot 2 September 2026
Company
Erisha E Mobilityerishaev.com$1B—54—
Euler Motorseulermotors.com$301.12M4 roles461$20.04MFYFY2025 filing
Battery Smartbatterysmart.in$174.15M7 roles419Financial figure available in RadarView in Radar
RevFinrevfin.in$57.8M3 roles112—
SmartEgetsmarte.in$21.73M—5$95.91KFYFY2025 filing
Alt Mobilityalt-mobility.com$17.25M—30—
Carzonrentcarzonrent.com$17.04M—275$13.89MFYFY2025 filing
Moovingmooving.com$15M———
Autofy Storeautofystore.com—8 roles——
Atlanta Systemsatlantasys.com—5 roles——
Six Sense Mobilitysixsensemobility.com—4 roles——
eBikebik.in—4 roles4—
NAYANnayan.co—3 roles32—
99rpm99rpm.com————
Car Lelocarlelo.com——51—
CarInfocarinfo.app————
Chargeupechargeup.com——116—
DTCBusRoutesdtcbusroutes.in————
Evera Cabseveracabs.com——25—
Inverted Energyinverted.in——158Financial figure available in RadarView in Radar
KOMAKI ELECTRIC VEHICLE DIVISONkomaki.in———$16.06MFYFY2025 filing
Mini-Metromini-metro.com——249Financial figure available in RadarView in Radar
Servotehservotech.in——126$61.46MFYFY2025 filing
WTIwticabs.com——589$55.04MFYFY2025 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

Auto Tech industry KPIs in Delhi

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

2 September 2026
Hiring participation8.4%

39 of 464 tracked companies have open roles.

Funding participation13.4%

62 of 464 tracked companies have a recorded round.

Top 3 funding share86.4%

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

Median disclosed round$486.86K

Midpoint of 149 rounds with a disclosed amount.

Scale is concentrated. Opportunity is broader. The three largest funding recipients hold 86.4% of disclosed capital, while 86.6% of tracked companies have no recorded funding round.

Explore the segments →
CAPITAL & COMPANY FORMATION

How Delhi auto tech 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

Delhi auto tech
$0$327.93M$655.86M$983.79M$1.31B2016: $2.04M20162017: $7.33M20172018: $10.21M20182019: $20.56M20192020: $11.44M20202021: $35.95M20212022: $159.17M20222023: $89.33M20232024: $100.53M20242025: $1.15B2025
View the numbers
Annual auto tech funding and company formation in Delhi
YearFunding (USD)FoundedRaising
2016$2.04M387
2017$7.33M288
2018$10.21M3811
2019$20.56M4913
2020$11.44M3310
2021$35.95M3813
2022$159.17M3816
2023$89.33M2913
2024$100.53M1016
2025$1.15B710
WHERE CAPITAL SITS

Funding concentration

Share of all disclosed company funding.

  • Erisha E Mobility58.6%
  • Euler Motors17.6%
  • Battery Smart10.2%
  • Other companies13.6%

Funding by stage

182 recorded rounds since 2016

NUMBER OF ROUNDS
Seed & Angel130 71.4%
Series A–B21 11.5%
Series C+ / PE8 4.4%
Grants, debt & other23 12.6%

Recent recorded rounds

Latest recorded rounds · USD
3 rounds

Swipe or scroll horizontally to browse.

Series E03/2026
Euler Motors $47.83M

Backed by Lightrock and Hero MotoCorp and others.

Conventional Debt03/2026
Euler Motors $27.07M

Backed by BlackSoil and Trifecta Capital and others.

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 · 127 reporting entities from 172 eligible matches.

Revenue in covered accounts₹156,948.8 crore

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

Net profit / loss₹13,887.0 crore

Combined result for the same cohort.

Aggregate net margin+8.8%

Combined net income ÷ combined revenue.

Median company revenue₹5.3 crore

The middle covered reporting entity.

Profitable entities+52.0%

66 of 127 covered entities.

Top-five concentration+98.0%

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 · 127 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.

127 reporting entities
Continue your financial research in Radar

Explore full company accounts and filings.

View financials in Radar ↗
DELHI · INDUSTRY COHORTS

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

Busiest websites

8 of the 464 companies on this page carry a measured traffic record (1.7%); these are the largest of those, by monthly visits. The median among them is 182,027 visits.

CompanyMonthly visitsAuthorityMobile
Car Lelocarlelo.com3,290,3974698.7%
Vida Worldvidaworld.com1,207,5894292.5%
99rpm99rpm.com308,6911883.5%
Safexbikessafexbikes.com184,5063091.8%
SAMILsamil.in179,5484885.8%
Running Statusrunningstatus.in157,4824391.2%
Trucks and Busestrucksbuses.com151,8603391.7%
GoBikesgobikes.co.in59,4932995.7%

Visits and authority are third-party web estimates, not company-reported figures.

Most-installed apps

87 of these companies (18.8%) publish at least one Android app — 168 apps in all, carrying 100.6M installs between them.

AppInstallsRatingStore category
CarInfo - RTO Vehicle Info AppCarInfo84.9M4.6Maps & Navigation
Maruti Suzuki True ValueMaruti Suzuki True Value5.8M—Auto & Vehicles
MyChoize Self Drive Car RentalMyChoize1.6M3.7Travel & Local
Delhi-NCR MetroDelhi-NCR Metro1.4M4Maps & Navigation
Myles - Self Drive Car RentalMyles954.7K—Travel & Local
MySAMILSAMIL796.9K—Business
Gozo Cabs - Travel all IndiaGozocabs704.2K4.1Travel & Local
DTC Bus RoutesDTCBusRoutes661.1K—Maps & Navigation
LetstrackLetstrak627K4.1Social
Taxi SanchalakTaxisanchalak336.1K—Travel & Local

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 (2023Q3–2026Q2).

SegmentAppsInstallsLeading appRelease trend
Auto E-Commerce & Content2692.3MCarInfo - RTO Vehicle Info App 84.9M
Road Transport Tech867.4MMyChoize Self Drive Car Rental 1.6M
Auto Retail & Aftersales197MMaruti Suzuki True Value 5.8M
Online Travel95MDelhi-NCR Metro 1.4M
Smart Public Transport21.4MYoMetro Route Finder 55.1K
Logistics Tech331.1MLetstrack 627K
Security & Surveillance Technology18953.8KOnelap 274.7K
Electric Vehicles40921KBattery Smart - Driver 283.7K

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: 22022Q4: 02022Q42023Q1: 52023Q1: 02023Q12023Q2: 52023Q2: 52023Q22023Q3: 32023Q3: 92023Q32023Q4: 32023Q4: 52023Q42024Q2: 12024Q2: 32024Q22024Q4: 32024Q4: 32024Q42025Q1: 42025Q1: 42025Q12025Q2: 52025Q2: 112025Q22025Q3: 22025Q3: 162025Q32025Q4: 22025Q4: 132025Q42026Q1: 42026Q1: 302026Q1

Darker bars are new releases, lighter bars apps updated. 86 of 168 apps carry a release date. The series ends at 2026Q1, the last quarter that closed before the June 2026 reading.

INSIDE THE INDUSTRY

The Delhi auto tech market map

Explore the segments behind the headline numbers.

Expand panel +

Where companies are building

Rank segments by scale, hiring or disclosed funding.

Consumer digital317
Enterprise tech200
Green transport172
Energy tech166
Electric vehicles163
Travel and hospitality tech153
B2c e-commerce111
Shared mobility76
Marketplaces70
Deep tech60
Saas51
Electric vehicle charging46

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

SEGMENT TO EXPLORE

Consumer digital

The largest measured segment in this report snapshot.

317companies
8.2%have hiring activity

26 companies hiring · $1.36B disclosed funding

Explore in Radar

How companies make money

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

Subscription173
Commission on transaction168
E-commerce - product160
Physical commerce134
E-commerce - service86
Fee-for-service72
Advertising49
Renting / leasing26
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 9 dated reports
Funding roundsbatterysmart.in ↗

With its $65 million Series B round and $29 million extended Series B round, Battery Smart has raised about $192 million in funding thus far.

Mergers & acquisitionscrossroadshelpline.com ↗

Crossroads Gold Corp. is pleased to announce that it has entered into a definitive agreement dated April 23, 2026 to acquire 100% of the issued and outstanding shares of Rox-ex Pty Ltd.

Funding roundseulermotors.com ↗

Last month, electric commercial vehicle maker Euler Motors also raised ₹437.5 Cr in a round led by Lightrock, with participation from existing investors Hero MotoCorp and Blume Ventures.

Funding roundssixsensemobility.com ↗

Six Sense Mobility Consumer > Road Transport Tech Delhi $4.8M Seed Piper Serica

Funding roundsechargeup.com ↗

IAN Group backs Chargeup in INR 22 Cr funding round.

Mergers & acquisitionscarinfo.app ↗

CARS24 has acquired vehicle information and management platform CarInfo to strengthen its vehicle ownership services beyond buying and selling cars.

Funding roundserishaev.com ↗

The $1-billion investment in Erisha E Mobility, the electric vehicle arm of Rana Group, by a UAE-based investor, was the biggest driver of startup funding in Delhi-NCR, which accounted for 18% of total financing seen in India in the first nine months of 2025.

Funding roundstsuyo.co.in ↗

Similarly, in October, mobility startup Tsuyo Manufacturing raised $4.5 million in a round led by Avaana Capital, signaling growing investor confidence in India’s next-generation manufacturing ecosystem.

Company announcementsev-motors.com ↗

EV Motors India has partnered DLF, Delta Electronics and ABB India for establishing and expand its charging network in the country.

Full recorded event mix

Top 10 categories among 192 recorded events in the 24-month window.

Funding rounds
84
Leadership moves
18
Earnings
16
Company announcements
15
New products
14
Capital infusions
12
Contracts
10
Mergers & acquisitions
7
IPO activity
4
Regulatory
4
5 activity cards

Swipe or scroll horizontally to browse.

Leadership moves

2 tracked people moves

TSUYO ↗
Naveen Kumar Amar

Appointment Senior Vice President – Finance

Pallavi Arora

Promotion Associate Vice President, Marketing

Product launches

Products, platforms and features in the recorded window

HiLoad EV

Electric commercial vehicle

Charge on Wheels mobile service station

Charging and maintenance service

Mini-Metro ↗
Yugo

electric three-wheeler

Swayamgati Cargo

Autonomous electric cargo three‑wheeler

Vextra

e-scooter

TyresNMore ↗
TyresNmore Experience Centre

Automotive Retail

Impact Report 2025

Contract wins

7 recorded customer wins

Evera Cabs ↗

Customer: Interim Resolution Professional overseeing Gensol Engineering’s insolvency proceedingsTransportation

Customer: tvs motor companyElectric mobility

Customer: Pickkup.ioTransport/Logistics

Servoteh ↗

Customer: Madhya Pradesh Urja Vikas Nigam LtdRenewable Energy

Servoteh ↗

Customer: Indian Railways\' Waltair Division of the East Coast Railway zoneRenewable Energy

Customer: eastman auto & power limitedElectric Vehicles

Regulatory events

5 recorded events

TSUYO ↗

approved for single-window clearance to set up facilityKarnataka government

TSUYO ↗

approved for establishing a 20-acre facilityGovernment of Karnataka

TSUYO ↗

approved for establishment of facilityState-Level Single Window Clearance Committee

approved for listingBME (Spanish Stock Exchanges and Markets)

Mergers and acquisitions

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

Acquirer → targetStatusDateValue / context
Crossroads→Rox-ex Pty Ltd.Announced2026-04-23Not stated in snapshot
cars24→CarInfo ↗Completed2026-03-11Not stated in snapshot
SAMIL→AutoElectricAnnounced2025-12-31Not stated in snapshot
C.E. Info Systems Limited→Gtropy ↗Announced2025-08-08Not stated in snapshot
hero motocorp→Euler Motors ↗Announced2025-03-21Not stated in snapshot
moeving→Euler Motors ↗Announced2025-01-17Not stated in snapshot

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

PEOPLE & OPPORTUNITY

The talent market

Recorded hiring and workforce signals from the available source snapshot.

Expand panel +

Most advertised job titles

No repeated job title is supported by this snapshot.

1 internship postings

0 tracked postings mention remote work.

THE PEOPLE BUILDING THE FIELD

Founders and leaders

356 founders and chief executives across 245 companies.

Expand panel +
12 profiles

Swipe or scroll horizontally to browse.

Education networks

51 profiles with education records.

IIT Delhi
12
University of Delhi
5
Indian School of Business
4
IIT Bombay
4
BIT Mesra
4
IIT BHU
3
IIM Calcutta
3
IIT Roorkee
3

Prior employers

4 profiles with prior-work records.

McKinsey
2
Apple
1
Cisco
1

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

NEWS INTELLIGENCE

How this industry appears in the news

12,650 articles in the measured 12-month window.

Expand panel +
12,650articles in the measured year
2,307articles in 2026Q1
79.4%positive tone in the latest complete year

News volume trends

Auto Tech coverage tagged Delhi · articles per complete quarter

01,5173,0344,5516,0692021Q2: 1,4042021Q22021Q3: 1,7442021Q4: 1,5352022Q1: 1,7652022Q2: 1,9992022Q22022Q3: 2,3152022Q4: 2,1902023Q1: 2,8652023Q2: 2,2492023Q22023Q3: 2,0282023Q4: 2,1312024Q1: 2,2902024Q2: 2,0132024Q22024Q3: 2,3342024Q4: 2,0042025Q1: 3,0302025Q2: 1,8102025Q22025Q3: 5,2772025Q4: 2,8812026Q1: 2,3072026Q1
View quarterly article counts
QuarterArticles
2021Q21,404
2021Q31,744
2021Q41,535
2022Q11,765
2022Q21,999
2022Q32,315
2022Q42,190
2023Q12,865
2023Q22,249
2023Q32,028
2023Q42,131
2024Q12,290
2024Q22,013
2024Q32,334
2024Q42,004
2025Q13,030
2025Q21,810
2025Q35,277
2025Q42,881
2026Q12,307

Article volume measures coverage, not market sales.

Tone of coverage over time

2021
3,645 positive · 49 neutral · 1,355 negative
2022
5,419 positive · 101 neutral · 2,738 negative
2023
6,553 positive · 130 neutral · 2,583 negative
2024
5,922 positive · 97 neutral · 2,614 negative
2025
10,307 positive · 241 neutral · 2,441 negative

Leading coverage topics

Auto Tech coverage tagged Delhi · ranked by full-period article count.

New Model Year Updates And Changes24,591 articles in the full recorded period
9,427 recent · 6,356 prior
New Product Launches And Innovations12,255 articles in the full recorded period
3,090 recent · 2,751 prior
Electric Vehicle (Ev) Technology And Innovations9,583 articles in the full recorded period
2,908 recent · 2,138 prior
Electric Vehicle (Ev) Technology9,456 articles in the full recorded period
2,194 recent · 2,189 prior
Strategic Partnerships And Collaborations8,477 articles in the full recorded period
2,305 recent · 1,835 prior
Automotive Industry Market Trends7,833 articles in the full recorded period
2,234 recent · 1,860 prior
Technology Adoption And Digital Transformation7,311 articles in the full recorded period
1,907 recent · 1,612 prior
Electric Vehicle Charging Infrastructure7,227 articles in the full recorded period
1,559 recent · 1,676 prior
Company Expansions And New Market Entries6,886 articles in the full recorded period
1,977 recent · 1,374 prior
Electric Vehicle Range And Charging Speed Tests6,729 articles in the full recorded period
2,306 recent · 1,724 prior

Recent and prior counts use the source comparison windows.

Topics gaining and losing attention

India comparison coverage

KeywordRecentPriorChange
top-rated vehicles1,109268314%
hyundai usa dealers768119545%
hyundai dealerships76386787%
suzuki fuel economy71065992%
suzuki fuel-saving709641008%
suzuki eco technologies70971899%
suzuki emissions reduction704561157%
suzuki green innovations702621032%
suzuki eco mode701601068%
suzuki mileage ratings697521240%
honda forums1322,606-95%
stock indices7831,197-35%
test cricket387853-55%
ipo prospectus249818-70%
honda service intervals0757-100%

Event and signal lenses

India comparison coverage

All complete annual cohorts shown
Rising

Regulatory Risk

127,204 classified articles

stock performance, stock indices, ev powertrain advancements

46.3% critical · 40.6% positive
Rising

Funding Momentum

23,501 classified articles

pre-ipo valuation, ipo prospectus, ipo pricing

50.5% critical · 55.4% positive
Rising

Growth

59,401 classified articles

automotive segment growth, vehicle sales forecasts, ev powertrain advancements

42.9% critical · 52.9% positive

Auto Tech coverage tagged Delhi. Topic labels describe recorded classifications and can include broad context.

RESEARCH SIGNALS

What Auto Tech research is working on

1,085 papers in the recorded india scope.

Expand panel +
1,085papers
53,340worldwide comparison pool
1,085India-affiliated papers

Research orientation

Breakthrough
408
Promising
352
Problem-identifying
128
Descriptive
126
Comparative
46
Cautionary
15
Critical
10

Contribution mix

Methods-led
668
Empirical
253
Reviews
106
Position pieces
36
Theoretical
22

Tone counts: 993 positive · 41 neutral · 51 negative.

Common problems researchers identify
138 papers · 12.7% of this field
  • Computer security19 papers
  • Government18 papers
  • Humanities12 papers
  • Sample11 papers
  • Population11 papers
  • Intelligent transportation system10 papers
  • Social risk10 papers
  • Public sector9 papers

Landmark: Autonomous Vehicles Enabled by the Integration of IoT, Edge Intelligence, 5G, and Blockchain

Cautions
15 papers · 1.4% of this field
  • Aeronautics3 papers
  • Human–computer interaction2 papers
  • Computer security2 papers
  • Reinforcement learning2 papers
  • Bridging2 papers
  • Domain2 papers
  • Span1 papers
  • Life span1 papers

Landmark: Human Factors Issues Associated with Limited Ability Autonomous Driving Systems: Drivers’ Allocation of Visual Attention to the Forward Road

Opportunities
760 papers · 70.0% of this field
  • Object detection87 papers
  • Reinforcement learning60 papers
  • Segmentation40 papers
  • Convolutional neural network40 papers
  • Advanced driver assistance systems38 papers
  • Real-time computing35 papers
  • Human–computer interaction35 papers
  • Automotive engineering32 papers

Landmark: Small-object detection based on YOLOv5 in autonomous driving systems

Leading institutions

Thapar Institute of Engineering & Technology
1,151
University of Petroleum and Energy Studies
939
Narsee Monjee Institute of Management Studies
468
Symbiosis International University
412
Vellore Institute of Technology University
389
Anna University, Chennai
361

Leading researchers

Neeraj Kumar
758
Darsh Parekh
462
Nishi Poddar
462
Aakash Rajpurkar
462
Manisha Chahal
462
Kishor V. Bhadane
382
Sudeep Tanwar
348
Gunasekaran Raja
299

Highly cited breakthrough-labelled papers

  • AdaScan: Adaptive Scan Pooling in Deep Convolutional Neural Networks for Human Action Recognition in Videos174 citations
  • 3D printed graphene-based self-powered strain sensors for smart tires in autonomous vehicles127 citations
  • ReViewNet: A Fast and Resource Optimized Network for Enabling Safe Autonomous Driving in Hazy Weather Conditions126 citations
  • Spatio-Contextual Deep Network-Based Multimodal Pedestrian Detection for Autonomous Driving117 citations
  • A Hybrid Deep Reinforcement Learning For Autonomous Vehicles Smart-Platooning108 citations

Common problems researchers identify

132 papers · 4 recurring themes
4 cards

Swipe or scroll horizontally to browse.

Vehicle security and privacy risksCommon problems researchers identify · 01

Vehicle security and privacy risks

68 papers

51.5% 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

Digital mediation of social relationsCommon problems researchers identify · 02

Digital mediation of social relations

34 papers

25.8% of this theme group

Studies examine how digital technologies 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

Governmental and sectoral negotiation issuesCommon problems researchers identify · 03

Governmental and sectoral negotiation issues

17 papers

12.9% of this theme group

Works discuss difficulties in public‑sector negotiations and policy scope within cultural and regional contexts.

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

Social risk and sampling concernsCommon problems researchers identify · 04

Social risk and sampling concerns

13 papers

9.8% of this theme group

Papers point out methodological challenges in sampling and replicating social risk studies across education sectors.

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

15 papers · 1 recurring themes
Human factors in autonomous drivingCautions · 01

Human factors in autonomous driving

11 papers

73.3% of this theme group

Authors caution that limited driver attention and human‑computer interaction can compromise safety of 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

736 papers · 7 recurring themes
7 cards

Swipe or scroll horizontally to browse.

Control and trajectory optimizationOpportunities · 01

Control and trajectory optimization

169 papers

23.0% of this theme group

Research proposes advanced control theory and vehicle‑dynamics models to improve autonomous driving safety and efficiency.

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.

Vision‑based lane and sign detectionOpportunities · 02

Vision‑based lane and sign detection

154 papers

20.9% of this theme group

Studies develop convolutional networks for robust lane, obstacle, and traffic‑sign recognition in autonomous vehicles.

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

Secure IoT and blockchain communicationOpportunities · 03

Secure IoT and blockchain communication

149 papers

20.2% of this theme group

Works explore deep‑learning and blockchain methods to protect connected vehicle networks and data exchange.

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

Real‑time object detection advancesOpportunities · 04

Real‑time object detection advances

94 papers

12.8% of this theme group

Papers focus on fast, accurate object detection using YOLO‑style models for on‑board perception.

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

Reinforcement learning for navigationOpportunities · 05

Reinforcement learning for navigation

63 papers

8.6% of this theme group

Research applies deep reinforcement learning to enable adaptive lane‑keeping, overtaking, and collision‑avoidance behaviors.

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

Enhanced driver‑assistance technologiesOpportunities · 06

Enhanced driver‑assistance technologies

57 papers

7.7% of this theme group

Studies improve ADAS components such as radar‑based lane‑departure warnings and speed‑bump detection.

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

Data balancing for health‑related AIOpportunities · 07

Data balancing for health‑related AI

50 papers

6.8% of this theme group

Works employ oversampling and pattern‑recognition techniques to address class imbalance in medical diagnosis models.

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

How this field compares with the research baseline

Orientation shares compared with 25,000 papers in the reference sample.

Research orientationThis fieldReference sample
Breakthrough37.6%26.1%
Promising32.4%37.6%
Problem-identifying11.8%9.9%
Descriptive11.6%17.2%
Comparative4.2%3.8%
Cautionary1.4%4.5%
Critical0.9%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 paperPapersShareRaised as a problemWorldwide share
Privacy & surveillanceAI to V2X Privacy and Security Issues in Autonomous Vehicles: Survey40.39%2 (50.0%)0.2%
Safety & misuseEVAA—Exchange Vanishing Adversarial Attack on LiDAR Point Clouds in Autonomous Vehicles20.19%0 (0.0%)0.24%
Energy & datacenter footprintGreen-EMulTO: A Next Generation Edge-Assisted Multi-Level Traffic Orchestrator for Green Computing in Consumer Autonomou10.1%0 (0.0%)0.01%
Water use00.0%0 (%)0.0%
Carbon & emissions of compute00.0%0 (%)0.0%
Hardware, e-waste & supply chain00.0%0 (%)0.0%
Labour & data work00.0%0 (%)0.0%
Bias & fairness00.0%0 (%)0.02%
Concentration of compute power00.0%0 (%)0.0%

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

DEMAND, SUPPLY & PLACE

Where demand signals run ahead of mapped supply — Delhi

Compare demand signals in Delhi’s newsflow with the auto tech categories mapped to each signal.

Expand panel +
HOW TO READ THE GAP

Signal percentile − supply percentile = gap in percentile points. Positive gaps highlight questions to investigate. A high signal can reflect spending pressure or access friction, as well as potential demand.

The comparison is relative to the signal families on this page. A supply percentile of zero means the lowest relative reading, not zero companies. It is a prioritisation clue, not measured market size or unmet demand.

COMPARISON PERIOD2025-05-01 to 2026-05-01Against 2024-05-01 to 2025-05-01Explore the signals ↓

The opportunity, in one view

Signal and mapped-supply percentiles, their gap, and change in the signal’s article share.

Swipe horizontally to compare all columns →

6 Delhi demand signals compared with mapped auto tech supply
Signal familySignal percentileSupply percentileRelative gapGap (points)Signal share vs prior year
Congestion & traffic friction ↗Access Friction45.016.7+28.3+42.9%
Layoffs & income shocks ↗Spending Pressure25.016.7+8.3—
Highways & expressways ↗Connectivity Build-Out62.566.7-4.2+30.0%
EV adoption & charging ↗Adoption Shift90.0100.0-10.0+70.7%
Rail & metro connectivity ↗Connectivity Build-Out30.0—No matching category—+14.2%
Airports & air links ↗Connectivity Build-Out47.5—No matching category—+43.9%

Showing all 6 signals. Select a family for its history and mapped categories.

Where the signals are loudest

All 12 city readings for these demand families in the comparison geography. Delhi is highlighted.

Mentions per 10,000 articles

Each city’s reading is a share of its own coverage. Rows cover all of India for this page's signal families; Delhi is marked.

Hyderabad573.4

EV adoption & charging · Highways & expressways · Congestion & traffic friction

Meerut556.8

Highways & expressways · Rail & metro connectivity · Congestion & traffic friction

Noida361.4

Highways & expressways · Airports & air links · Layoffs & income shocks

Dehradun281.3

Highways & expressways · Congestion & traffic friction · Rail & metro connectivity

Srinagar236.8

Highways & expressways · Rail & metro connectivity · Airports & air links

Agra227.1

Highways & expressways · Rail & metro connectivity · Airports & air links

Ghaziabad225.0

Highways & expressways · Congestion & traffic friction · Rail & metro connectivity

Thane205.9

Rail & metro connectivity · Highways & expressways · Congestion & traffic friction

Bengaluru203.5

EV adoption & charging · Highways & expressways · Rail & metro connectivity

DelhiThis page192.1

Highways & expressways · EV adoption & charging · Rail & metro connectivity

Faridabad202.3

Highways & expressways · Rail & metro connectivity · Congestion & traffic friction

Prayagraj199.8

Highways & expressways · Rail & metro connectivity · Congestion & traffic friction

Inside the leading signals

Open any signal for its quarterly history
ACCESS FRICTIONCongestion & traffic friction+28.3percentile-point gap
THE OPERATING HYPOTHESIS

Congestion friction can push footfall toward nearby formats and toward delivery.

17.77mentions per 10,000 articles+42.9%share change vs prior year

Mapped auto tech categories

  • Shared Mobility76

Companies can appear in multiple categories; these counts are not a unique-company total.

Quarterly share of Delhi coverage

Mentions per 10,000 articles · zero baseline

061319262024Q3: 152024Q32024Q4: 162024Q42025Q1: 92025Q12025Q2: 82025Q22025Q3: 172025Q32025Q4: 172025Q42026Q1: 222026Q1
View quarterly signal counts
Congestion & traffic friction in Delhi coverage
QuarterMentionsPer 10,000 articles
2024Q35315.55
2024Q45816.1
2025Q1379.69
2025Q2198.27
2025Q35917.31
2025Q45617.83
2026Q16422.51

Where this signal concentrates in the comparison geography

Ghaziabad50.1 / 10,000
Vadodara33.8 / 10,000
Muzaffarpur30.6 / 10,000
SPENDING PRESSURELayoffs & income shocks+8.3percentile-point gap
THE OPERATING HYPOTHESIS

Layoff cycles can pull discretionary spend back toward value offerings.

5.6mentions per 10,000 articles

Mapped auto tech categories

  • Shared Mobility76

Companies can appear in multiple categories; these counts are not a unique-company total.

Quarterly share of Delhi coverage

Mentions per 10,000 articles · zero baseline

0368112024Q3: 32024Q32024Q4: 22024Q42025Q1: 22025Q12025Q2: 92025Q22025Q3: 42025Q32025Q4: 52025Q42026Q1: 62026Q1
View quarterly signal counts
Layoffs & income shocks in Delhi coverage
QuarterMentionsPer 10,000 articles
2024Q3123.52
2024Q492.5
2025Q182.1
2025Q2229.58
2025Q3154.4
2025Q4175.41
2026Q1196.68

Where this signal concentrates in the comparison geography

Noida39.6 / 10,000
Bengaluru30.7 / 10,000
CONNECTIVITY BUILD-OUTHighways & expressways-4.2percentile-point gap
THE OPERATING HYPOTHESIS

Corridor build-out can collapse travel time, widening every catchment.

87.32mentions per 10,000 articles+30.0%share change vs prior year

Mapped auto tech categories

  • Green Transport172

Companies can appear in multiple categories; these counts are not a unique-company total.

Quarterly share of Delhi coverage

Mentions per 10,000 articles · zero baseline

02855831112024Q3: 772024Q32024Q4: 732024Q42025Q1: 592025Q12025Q2: 742025Q22025Q3: 962025Q32025Q4: 602025Q42026Q1: 932026Q1
View quarterly signal counts
Highways & expressways in Delhi coverage
QuarterMentionsPer 10,000 articles
2024Q326477.44
2024Q426573.54
2025Q122659.19
2025Q217174.46
2025Q332896.21
2025Q418960.18
2026Q126793.9

Where this signal concentrates in the comparison geography

Meerut400.4 / 10,000
Dehradun246.9 / 10,000
Noida201.0 / 10,000
ADOPTION SHIFTEV adoption & charging-10.0percentile-point gap
THE OPERATING HYPOTHESIS

The EV shift can pull charging, battery and service demand through every fleet.

38.55mentions per 10,000 articles+70.7%share change vs prior year

Mapped auto tech categories

  • Green Transport172
  • Electric Vehicles163
  • Electric Vehicle Charging46

Companies can appear in multiple categories; these counts are not a unique-company total.

Quarterly share of Delhi coverage

Mentions per 10,000 articles · zero baseline

0163147622024Q3: 272024Q32024Q4: 222024Q42025Q1: 232025Q12025Q2: 312025Q22025Q3: 542025Q32025Q4: 142025Q42026Q1: 312026Q1
View quarterly signal counts
EV adoption & charging in Delhi coverage
QuarterMentionsPer 10,000 articles
2024Q39527.87
2024Q48022.2
2025Q18923.31
2025Q27231.35
2025Q318554.27
2025Q44514.33
2026Q19031.65

Where this signal concentrates in the comparison geography

Hyderabad475.4 / 10,000
Pune57.8 / 10,000
Bengaluru54.9 / 10,000
CONNECTIVITY BUILD-OUTRail & metro connectivity—supply not mapped
THE OPERATING HYPOTHESIS

Where rail and metro build out, station-area demand can follow the footfall.

29.38mentions per 10,000 articles+14.2%share change vs prior year

Mapped auto tech categories

This signal has no matching category in the page’s auto tech market map, so no supply percentile or gap is assigned.

Quarterly share of Delhi coverage

Mentions per 10,000 articles · zero baseline

0112334452024Q3: 262024Q32024Q4: 282024Q42025Q1: 292025Q12025Q2: 182025Q22025Q3: 262025Q32025Q4: 252025Q42026Q1: 392026Q1
View quarterly signal counts
Rail & metro connectivity in Delhi coverage
QuarterMentionsPer 10,000 articles
2024Q38926.11
2024Q410228.31
2025Q111329.59
2025Q24218.29
2025Q39026.4
2025Q48125.79
2026Q111239.39

Where this signal concentrates in the comparison geography

Meerut128.2 / 10,000
Thane107.6 / 10,000
Prayagraj71.5 / 10,000
CONNECTIVITY BUILD-OUTAirports & air links—supply not mapped
THE OPERATING HYPOTHESIS

If new terminals and routes pull business and tourist inflow, demand tends to follow the passenger.

13.47mentions per 10,000 articles+43.9%share change vs prior year

Mapped auto tech categories

This signal has no matching category in the page’s auto tech market map, so no supply percentile or gap is assigned.

Quarterly share of Delhi coverage

Mentions per 10,000 articles · zero baseline

061319252024Q3: 72024Q32024Q4: 72024Q42025Q1: 112025Q12025Q2: 162025Q22025Q3: 102025Q32025Q4: 122025Q42026Q1: 222026Q1
View quarterly signal counts
Airports & air links in Delhi coverage
QuarterMentionsPer 10,000 articles
2024Q3277.92
2024Q4267.22
2025Q14511.79
2025Q23716.11
2025Q33710.85
2025Q43812.1
2026Q16322.16

Where this signal concentrates in the comparison geography

Noida50.7 / 10,000
Amritsar35.9 / 10,000
Srinagar22.5 / 10,000
RESEARCH & CHANGING CONVERSATIONS

Related research and changing coverage

Delhi auto tech coverage

Expand panel +
RESEARCH CONTEXT · 2017

Development and evaluation of an integrated transportation system: a case study of Delhi

Proceedings of the Institution of Civil Engineers - Transport

19 citations in the snapshot

RESEARCH CONTEXT · 2017

Logistics Sprawl in Timber Markets and its Impact on Freight Distribution Patterns in Metropolitan City of Delhi, India

Transportation research procedia

19 citations in the snapshot

RESEARCH CONTEXT · 2020

Assessment of urban freight travel characteristics - A case study of Delhi

Transportation research procedia

18 citations in the snapshot

RESEARCH CONTEXT · 2022

Co-Benefit Assessment of Active Transportation in Delhi, Estimating the Willingness to Use Nonmotorized Mode and Near-Roadway-Avoided PM2.5 Exposure

International Journal of Environmental Research and Public Health

13 citations in the snapshot

What is growing in this coverage

Delhi coverage of this page's demand families

KeywordRecent articlesPrior articlesShare change
charging corridor development459467.7%
ev tax credits6815414.7%
electric bus deployment5920235.0%
transit agency electrification6427169.1%
circular economy automotive2211127.1%
eco-design vehicles2413109.6%

Share changes describe coverage in the stated comparison periods, not search demand or market size.

UNDERSTAND THE LANDSCAPE

Auto Tech in Delhi: 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 ↗
Coming soon