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 INDIA EDITION 2026

India’s
internet of things - industry applications industry,
in focus.

The companies, capital and talent shaping internet of things - industry applications in India. Find the leaders. Understand the segments. See where the activity is.

Snapshot: Funding in USD
Illustrated cover for Internet of Things - Industry Applications Landscape of India
IN
COMPANIES · CAPITAL · TALENT

An industry ecosystem,
measured in context.

Internet of Things - Industry Applications illustration
MEET THE COMPANIES

Explore India’s internet of things - industry applications leaders

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

Expand panel +
Internet of Things - Industry Applications company highlights in India, snapshot 7 August 2026
Company
Smartronsmartron.com$215.31M78
boAtboat-lifestyle.com$179.94M469
Ultrahumanultrahuman.com$135.88M153Financial figure available in RadarView in Radar
Atombergatomberg.com$118.76M765
Livpurelivpure.com$93.02M1,241
Chai Pointshop.chaipoint.com$82.76M2$21.77MFYFY2025 filing
Stellappsstellapps.com$68.35M164
Templetemple.com$54M
DATOMSdatoms.io6 roles45$582.95KFYFY2025 filing
Vega Innovationsvegainnovations.co.in6 roles5$18.28KFYFY2025 filing
Vehant Technologiesvehant.com6 roles397
Aura Smartaura-smart.com5 roles18
GOBOULTgoboult.co.in5 rolesFinancial figure available in RadarView in Radar
HeadFoxheadfox.in5 roles
Smartnodesmartnode.in5 roles73
sugar.fithome.sugarfit.com5 roles476
Ceinsysceinsys.com950$41.83MFYFY2025 filing
Eureka Forbeseurekaforbes.com4,392
Fire Bolttfireboltt.com1,419
Fluentgridfluentgrid.com629$21.16MFYFY2025 filing
Garmingarmin.co.in
Jasmin Infotechjasmin-infotech.com622
Kalki Communication Technologieskalkitech.com606
Noisegonoise.com336Financial figure available in RadarView in Radar
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

Internet of Things - Industry Applications industry KPIs in India

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

7 August 2026
Hiring participation11.3%

202 of 1,790 tracked companies have open roles.

Funding participation21.2%

379 of 1,790 tracked companies have a recorded round.

Top 3 funding share29.5%

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

Median disclosed round$252.19K

Midpoint of 803 rounds with a disclosed amount.

Scale is concentrated. Opportunity is broader. The three largest funding recipients hold 29.5% of disclosed capital, while 78.8% of tracked companies have no recorded funding round.

Explore the segments →
CAPITAL & COMPANY FORMATION

How India internet of things - industry applications 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 internet of things - industry applications
$0$122.7M$245.4M$368.1M$490.8M2016: $29.66M20162017: $37.29M20172018: $68.81M20182019: $71.63M20192020: $154.97M20202021: $168.97M20212022: $430.53M20222023: $201.78M20232024: $167.84M20242025: $219.26M2025
View the numbers
Annual internet of things - industry applications funding and company formation in India
YearFunding (USD)FoundedRaising
2016$29.66M16144
2017$37.29M19964
2018$68.81M18764
2019$71.63M17386
2020$154.97M15075
2021$168.97M9185
2022$430.53M7175
2023$201.78M5969
2024$167.84M3954
2025$219.26M3647
WHERE CAPITAL SITS

Funding concentration

Share of all disclosed company funding.

  • Smartron11.9%
  • boAt10.0%
  • Ultrahuman7.5%
  • Other companies70.5%

Funding by stage

993 recorded rounds since 2016

NUMBER OF ROUNDS
Seed & Angel744 74.9%
Series A–B106 10.7%
Series C+ / PE20 2.0%
Grants, debt & other123 12.4%

Recent recorded rounds

Latest recorded rounds · USD
8 rounds

Swipe or scroll horizontally to browse.

Series A05/2026
Aurm $4.42M

Backed by Earthfund and Sattva Ventures.

Angel05/2026
Gabit $3.76M

Backed by Deepak Gupta and Arnab Basu and others.

Seed04/2026
Aliste $3.21M

Backed by YourNest and HBeonLabs and others.

Seed04/2026
Intellithink $1.82M

Backed by Pentathlon Ventures and Anicut Capital and others.

Angel04/2026
SoilSens $26.67K

Backed by Vineeta Tejpal Singh.

Seed04/2026
TekUncorked

Backed by quantumEDGE Ventures and Chakra Growth Capital.

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.

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₹ 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 · 697 reporting entities from 908 eligible matches.

Revenue in covered accounts₹33,475.0 crore

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

Net profit / loss₹1,576.5 crore

Combined result for the same cohort.

Aggregate net margin+4.7%

Combined net income ÷ combined revenue.

Median company revenue₹1.1 crore

The middle covered reporting entity.

Profitable entities+46.9%

327 of 697 covered entities.

Top-five concentration+45.7%

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 · 697 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.

697 reporting entities
Continue your financial research in Radar

Explore full company accounts and filings.

View financials in Radar ↗
INDIA · INDUSTRY COHORTS

How does internet of things - industry applications 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.

Busiest websites

20 of the 1,790 companies on this page carry a measured traffic record (1.1%); these are the largest of those, by monthly visits. The median among them is 274,558 visits.

CompanyMonthly visitsAuthorityMobile
boAtboat-lifestyle.com6,713,1306693.6%
Noisegonoise.com5,151,2146095.7%
AQIaqi.in3,002,9756891.5%
Ultrahumanultrahuman.com843,3495075.4%
V-Guard Industriesvguard.in612,5534991.9%
Fire Bolttfireboltt.com568,3594793.2%
Pureit Waterpureitwater.com418,7654288.1%
Gabitgabit.com417,1033196.1%
Livpurelivpure.com378,9554395.1%
Roborockroborockindia.com302,2941099%

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

Most-installed apps

378 of these companies (21.1%) publish at least one Android app — 843 apps in all, carrying 118.9M installs between them.

AppInstallsRatingStore category
NoiseFit: Health & FitnessNoise54M4.5Health & Fitness
boAt WearablesboAt15.4M3.2Health & Fitness
boAt HearablesboAt9.5M4.6Music & Audio
Eureka Forbes | AquaguardEureka Forbes3.8M4.4Business
boAt HubboAt3.1M2.6Health & Fitness
Kent Service AppKent RO Systems2.4M1.6Tools
FB-ACTIVEFire Boltt2.2M3.3Health & Fitness
OBD Scanner ELM327: GarageProCaRPM1.8M3.1Auto & Vehicles
GOBOULT AmpGOBOULT1.7M2.2Tools
NoiseFit AssistNoise1.6M2.9Health & Fitness

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 (2024Q1–2026Q2).

SegmentAppsInstallsLeading appRelease trend
Consumer Electronics E-Commerce5295.7MNoiseFit: Health & Fitness 54M
Wearable Technology12294.6MboAt Wearables 15.4M
Mobiles & Accessories957.8MGOBOULT Amp 1.7M
Audio Tech1031.3MboAt Hearables 9.5M
Smart Homes23413.9MEureka Forbes | Aquaguard 3.8M
Household Durables368MKent Service App 2.4M
Fitness & Wellness Tech245.6MFB-ACTIVE 2.2M
Connected Vehicles1575.5MOBD Scanner ELM327: GaragePro 1.8M

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.

2023Q2: 202023Q2: 132023Q22023Q3: 222023Q3: 232023Q32023Q4: 202023Q4: 122023Q42024Q1: 202024Q1: 232024Q12024Q2: 152024Q2: 212024Q22024Q3: 152024Q3: 412024Q32024Q4: 142024Q4: 192024Q42025Q1: 212025Q1: 222025Q12025Q2: 192025Q2: 392025Q22025Q3: 222025Q3: 952025Q32025Q4: 152025Q4: 792025Q42026Q1: 172026Q1: 1122026Q1

Darker bars are new releases, lighter bars apps updated. 532 of 843 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 internet of things - industry applications market map

Explore the segments behind the headline numbers.

Expand panel +

Where companies are building

Rank segments by scale, hiring or disclosed funding.

Iot1,753
Enterprise tech1,181
Consumer digital899
Consumer internet of things811
Saas379
Enterprise software336
Industry 4.0268
Auto tech266
Energy tech255
Industrial & energy hardwares246
Iot in healthcare240
Healthtech234

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

SEGMENT TO EXPLORE

Iot

The largest measured segment in this report snapshot.

1753companies
11.5%have hiring activity

202 companies hiring · $1.8B disclosed funding

Explore in Radar

How companies make money

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

Subscription1,082
E-commerce - product472
Physical commerce446
Fee-for-service197
Commission on transaction108
Advertising48
E-commerce - service46
Licensing37
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 10 dated reports
Funding roundsaurm.in ↗

Aurm Raises ₹42 Cr in Series A Round Bank locker infrastructure startup Aurm has raised ₹42 crore in a Series A round co-led by Earth Fund and Sattva Ventures, with participation from angel investors.

Funding roundsultrahuman.com ↗

On the other hand, Ultrahuman continues to lead the health wearable space with a $48 million round, helping people track their metabolism in real-time.

Funding roundsalgo8.ai ↗

Chemelex has announced a minority investment in Algo8 to accelerate the adoption of artificial intelligence in manufacturing processes.

Funding roundsalistetechnologies.com ↗

Aliste Technologies Clean Tech - B2C $3.2 Mn Pre-Series A Big Global JSC, YourNest Venture Capital, Hbeon Labs Big Global JSC

Funding roundsintellithink.in ↗

Intellithink Advanced Hardware & Technology Internet Of Things (IoT) & Hardware B2B $1.8 Mn Seed Pentathlon Ventures, Anicut Capital, Veltis Capital Pentathlon Ventures

Mergers & acquisitionsexactspace.co ↗

Thermax acquired ExactSpace, a specialist in AI-driven industrial IoT solutions.

Funding roundsdrinkprime.in ↗

has raised $2.2 million from a Series A fundraise led by Artha Continuum Fund and Mirabilis Investment Trust.

Funding roundslivingthings.ai ↗

Spadel has invested in UK beverage company Living Things through its venture capital arm, The Source Ventures, as part of a new funding round aimed at accelerating growth.

Company announcementsquboworld.com ↗

Qubo announced that cricketer KL Rahul & actor Athiya Shetty have come onboard as strategic investors in the business.

Full recorded event mix

Top 10 categories among 466 recorded events in the 24-month window.

Funding rounds
144
Earnings
111
Company announcements
50
Leadership moves
47
Contracts
33
IPO activity
29
New products
20
Mergers & acquisitions
16
Capital infusions
12
Job creation
2
5 activity cards

Swipe or scroll horizontally to browse.

Leadership moves

27 tracked people moves

Atomberg ↗
Sibabrata Das

Appointment Chief Executive Officer, Atomberg

Atomberg ↗
Manoj Meena

Promotion chairman and MD

Atomberg ↗
Sibabrata (Shibam) Das

Appointment Chief Executive Officer

Varun Anchan

Appointment Head of Brand Communications and Content

Reenaa Mithun Chittilappilly

Appointment Director

Dr Reena Mithun Chittilappilly

Appointment Director

boAt ↗
Aman Gupta

Previously Co-Founder

HoloWorld ↗
Shwetha Panyam

Death Previously cofounder

Product launches

Products, platforms and features in the recorded window

Integrated IoT platform

IoT platform for poultry health monitoring

Palred ↗
Neo Vac X1

automotive vacuum cleaner

Palred ↗
Car Sync

wireless CarPlay adapter

Yotta ↗
Bundled colocation service

Colocation / Data Center Service

Yotta ↗
Yotta’s Smart Cybersecurity suite

Enterprise cybersecurity solutions

Oizom ↗
Envizom

Environmental Intelligence Platform

Fasal ↗
FasalJet system

Automation platform

Noise ↗
Master Buds Max

Audio

Contract wins

17 recorded customer wins

Ceinsys ↗

Customer: Ministry of Environmental Protection and Agriculture of GeorgiaInfrastructure

Ceinsys ↗

Customer: Indian Space Research OrganisationTechnology

Yotta ↗

Customer: Huhtamaki IndiaTechnology

Yotta ↗

Customer: Essar Capital Ltd.IT Infrastructure

Volttic ↗

Customer: tata motorsEV charging infrastructure

Stellapps ↗

Customer: Various private label dairy clientsPrivate label dairy product manufacturing

Regulatory events

2 recorded events

Ceinsys ↗

granted order for projectVidarbha Irrigation Development Corporation

Ceinsys ↗

Letter of Intent receivedVidarbha Irrigation Development Corporation, Executive Engineer, Irrigation and Hydropower Project Investigation Department, Nagpur

Earnings pulse

Reported company results in the recorded window.

14companies
112period observations
14.1%median reported growth

Median across 105 reported growth observations; companies may contribute multiple periods.

Mergers and acquisitions

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

Acquirer → targetStatusDateValue / context
fractalEugenie.ai ↗Announced2026-06-26Not stated in snapshot
advent internationalEureka Forbes ↗Completed2026-04-17Not stated in snapshot
thermaxExactSpace ↗2026-04-16Not stated in snapshot
north star investment managementEureka Forbes ↗Completed2026-04-15Not stated in snapshot
Wabco HoldingsAssetTrackr ↗Announced2026-04-15Not stated in snapshot
asm technologiesMyelin Foundry ↗Announced2026-02-23Not stated in snapshot

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

PEOPLE & OPPORTUNITY

The talent market

566 postings in the preceding 12 months. The full 1,035-posting snapshot covers 153 employers.

Expand panel +

Most advertised job titles

Inside Sales Specialist10
Officer/Executive Customer Service & Ramp Delhi7
Area Sales Manager7
Product Manager6
Quality Invigilator4
Executive Paramedic Nurse4
3 internship postings

1 tracked postings mention remote work.

The seniority mix

480 postings specify a level.

unspecified
555
manager
190
senior
156
lead
64
intern
43
entry
27

Skills employers mention

Top skills across 1,035 tracked postings in the available jobs snapshot.

Python
79
Communication
54
Customer Service
40
Sql
40
Sales
35
Communication Skills
35
Javascript
33
Excel
32
Java
32
Stakeholder Management
29
ADVERTISED PAY$7.8K/ year

Median across 69 postings with pay data, expressed in USD.

THE PEOPLE BUILDING THE FIELD

Founders and leaders

1,754 founders and chief executives across 1,142 companies.

Expand panel +
12 profiles

Swipe or scroll horizontally to browse.

Education networks

287 profiles with education records.

IIT Madras
33
IIT Bombay
31
IIT Delhi
29
BITS Pilani
27
IIT Kanpur
23
IIT Kharagpur
20
IIM Ahmedabad
12
Indian School of Business
11

Prior employers

63 profiles with prior-work records.

Intel
17
Microsoft
14
Cisco
9
Google
7
McKinsey
5
Bain
3
Amazon
3
Flipkart
2

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

NEWS INTELLIGENCE

How this industry appears in the news

51,487 articles in the measured 12-month window.

Expand panel +
51,487articles in the measured year
12,848articles in 2026Q1
86.4%positive tone in the latest complete year

News volume trends

Internet of Things - Industry Applications coverage across India · articles per complete quarter

04,4238,84513,26817,6902021Q2: 6,7142021Q22021Q3: 10,2432021Q4: 6,9272022Q1: 8,7642022Q2: 8,6572022Q22022Q3: 11,3232022Q4: 9,6832023Q1: 10,5932023Q2: 10,3772023Q22023Q3: 12,0372023Q4: 10,3182024Q1: 11,0212024Q2: 11,3482024Q22024Q3: 13,2592024Q4: 13,6452025Q1: 15,3832025Q2: 11,3662025Q22025Q3: 13,7342025Q4: 11,4242026Q1: 12,8482026Q1
View quarterly article counts
QuarterArticles
2021Q26,714
2021Q310,243
2021Q46,927
2022Q18,764
2022Q28,657
2022Q311,323
2022Q49,683
2023Q110,593
2023Q210,377
2023Q312,037
2023Q410,318
2024Q111,021
2024Q211,348
2024Q313,259
2024Q413,645
2025Q115,383
2025Q211,366
2025Q313,734
2025Q411,424
2026Q112,848

Article volume measures coverage, not market sales.

Tone of coverage over time

2021
22,912 positive · 176 neutral · 3,917 negative
2022
33,320 positive · 296 neutral · 4,782 negative
2023
38,177 positive · 227 neutral · 4,899 negative
2024
43,039 positive · 444 neutral · 5,762 negative
2025
44,816 positive · 928 neutral · 6,136 negative

Leading coverage topics

Internet of Things - Industry Applications coverage across India · ranked by full-period article count.

New Product Launches And Innovations13,674 articles in the full recorded period
3,175 recent · 2,706 prior
Technology Adoption And Digital Transformation10,498 articles in the full recorded period
2,566 recent · 2,150 prior
Strategic Partnerships And Collaborations9,917 articles in the full recorded period
2,459 recent · 1,951 prior
Electric Vehicle (Ev) Technology9,456 articles in the full recorded period
1,876 recent · 1,869 prior
Automotive Industry Market Trends7,833 articles in the full recorded period
1,916 recent · 1,600 prior
Electric Vehicle Charging Infrastructure7,227 articles in the full recorded period
1,326 recent · 1,426 prior
Company Expansions And New Market Entries5,638 articles in the full recorded period
1,396 recent · 961 prior
Global Market Entry Strategies5,499 articles in the full recorded period
1,251 recent · 1,016 prior
Alternative Fuel Vehicle Technologies5,017 articles in the full recorded period
1,048 recent · 961 prior
Supply Chain Disruptions And Logistics Updates4,571 articles in the full recorded period
1,033 recent · 731 prior

Recent and prior counts use the source comparison windows.

Topics gaining and losing attention

Internet of Things - Industry Applications coverage across India

KeywordRecentPriorChange
automotive industry reports40422679%
automotive middleware20013054%
vehicle-to-infrastructure18610381%
vehicle data platforms17811653%
technology implementation17611060%
vehicle cloud integration17211254%
cloud infrastructure1508772%
solar electricity generation14268109%
vehicle operating systems1389644%
ai frameworks1257762%
smartwatch311470-34%
apple watch244375-35%
galaxy watch232354-34%
ipo prospectus53249-79%
ipo47226-79%

Event and signal lenses

Internet of Things - Industry Applications coverage across India

All complete annual cohorts shown
Rising

Regulatory Risk

62,994 classified articles

ev powertrain advancements, electric vehicle r&d, smart ev technologies

46.6% critical · 57.2% positive
Rising

Funding Momentum

12,013 classified articles

pre-ipo valuation, ipo prospectus, ipo pricing

49.9% critical · 62.0% positive
Rising

Growth

63,514 classified articles

automotive segment growth, vehicle sales forecasts, ev powertrain advancements

34.5% critical · 61.2% positive

Internet of Things - Industry Applications coverage across India. Topic labels describe recorded classifications and can include broad context.

RESEARCH SIGNALS

What Internet of Things - Industry Applications research is working on

8,828 papers in the recorded india scope.

Expand panel +
8,828papers
53,452worldwide comparison pool
8,828India-affiliated papers

Research orientation

Breakthrough
4,244
Promising
3,033
Problem-identifying
677
Descriptive
489
Comparative
250
Cautionary
126
Critical
9

Contribution mix

Methods-led
6,583
Reviews
1,195
Empirical
685
Position pieces
355
Theoretical
10

Tone counts: 8,565 positive · 38 neutral · 225 negative.

Common problems researchers identify
686 papers · 7.8% of this field
  • Internet of Things390 papers
  • Computer security114 papers
  • Cloud computing79 papers
  • Wireless sensor network62 papers
  • Smart city58 papers
  • Health care53 papers
  • Big data50 papers
  • Scalability38 papers

Landmark: A Survey on IoT Security: Application Areas, Security Threats, and Solution Architectures

Cautions
126 papers · 1.4% of this field
  • Internet of Things70 papers
  • Agriculture14 papers
  • Blockchain14 papers
  • Computer security14 papers
  • Wireless sensor network13 papers
  • Health care13 papers
  • Scalability12 papers
  • Software deployment8 papers

Landmark: Energy Harvesting Sensor Nodes: Survey and Implications

Opportunities
7,277 papers · 82.4% of this field
  • Internet of Things3,551 papers
  • Wireless sensor network1,166 papers
  • Scalability664 papers
  • Cloud computing630 papers
  • Computer security557 papers
  • Intrusion detection system445 papers
  • Wireless421 papers
  • Embedded system378 papers

Landmark: Effective Heart Disease Prediction Using Hybrid Machine Learning Techniques

Leading institutions

Vellore Institute of Technology University
9,019
Thapar Institute of Engineering & Technology
3,832
Sikkim University
3,039
Indian Institute of Technology Kharagpur
2,537
Indian Institute of Technology Delhi
2,422
Indian Institute of Technology Bombay
2,271

Leading researchers

Neeraj Kumar
3,458
Gautam Srivastava
3,150
Partha Pratim Ray
3,038
Vinay Chamola
2,077
Somayya Madakam
1,991
R. Ramaswamy
1,991
Siddharth Tripathi
1,991
Arun Kumar Sangaiah
1,978

Highly cited breakthrough-labelled papers

  • Effective Heart Disease Prediction Using Hybrid Machine Learning Techniques1,805 citations
  • Internet of Things: Architectures, Protocols, and Applications1,652 citations
  • A Decentralized Privacy-Preserving Healthcare Blockchain for IoT854 citations
  • Two-factor user authentication in wireless sensor networks703 citations
  • Internet of Things (IoT) for Smart Precision Agriculture and Farming in Rural Areas602 citations

Common problems researchers identify

634 papers · 7 recurring themes
7 cards

Swipe or scroll horizontally to browse.

IoT Security and Privacy RisksCommon problems researchers identify · 01

IoT Security and Privacy Risks

179 papers

28.2% of this theme group

Researchers highlight vulnerabilities, intrusion detection challenges, and privacy concerns across IoT deployments.

Computer security (89) · Internet of Things (158) · Internet privacy (29) · Intrusion detection system (21)

A Survey on IoT Security: Application Areas, Security Threats, and Solution Architectures

Security issues in IoT: challenges & solutions

View research history
YearShare index
20221609.8
20231618.9
20241500.3
2025799.9
Energy Efficiency and Resource ManagementCommon problems researchers identify · 02

Energy Efficiency and Resource Management

128 papers

20.2% of this theme group

Papers point to high energy consumption and suboptimal resource allocation in IoT systems.

Internet of Things (109) · Efficient energy use (8) · Resource allocation (4) · Energy (4)

IoT for Sustainable Development: Enhancing Environmental Efficiency and Resource Optimization

IoT and Smart City Solutions for Sustainable Waste Management

View research history
YearShare index
2022308.5
2023324.3
2024216.3
2025362.2
Smart‑City Governance and Data IssuesCommon problems researchers identify · 03

Smart‑City Governance and Data Issues

116 papers

18.3% of this theme group

Studies discuss governance, big‑data handling, and privacy obstacles in urban IoT applications.

Smart city (32) · Corporate governance (10) · Big data (18) · Government (8)

Security and Privacy of Smart Cities: A Survey, Research Issues and Challenges

Enhancing Smart Cities With Federated Learning: A Framework for Secure, Scalable, and Intelligent Urban Sensing Systems

View research history
YearShare index
2022330.4
2023316.8
2024268.7
2025393.9
Wireless Sensor Network ConnectivityCommon problems researchers identify · 04

Wireless Sensor Network Connectivity

69 papers

10.9% of this theme group

Works identify coverage gaps, key distribution, and energy‑saving challenges in sensor networks.

Wireless sensor network (52) · Wireless (29) · Computer network (18) · Key distribution in wireless sensor networks (11)

Coverage and Connectivity in WSNs: A Survey, Research Issues and Challenges

Energy-Efficiency Strategies for Wireless Sensor Networks in IoT

View research history
YearShare index
20222054.7
20231910.5
20241450.8
20251158.1
Healthcare IoT Security ConcernsCommon problems researchers identify · 05

Healthcare IoT Security Concerns

68 papers

10.7% of this theme group

Authors flag cybersecurity and privacy problems for wearable and hospital IoT devices.

Health care (53) · Healthcare system (11) · Internet of Things (49) · Wearable computer (15)

Wearable Devices in Smart Hospitals and Medical Applications Using Internet of Things

Enhancing Cybersecurity in IoT-Enabled Healthcare Systems: Challenges and Future Directions

View research history
YearShare index
2022184.6
2023189.1
2024171.0
2025196.1
Agricultural IoT Sustainability IssuesCommon problems researchers identify · 06

Agricultural IoT Sustainability Issues

48 papers

7.6% of this theme group

Research notes difficulties in scaling precision farming and ensuring sustainable IoT use in agriculture.

Agriculture (30) · Precision agriculture (12) · Sustainable agriculture (6) · Internet of Things (32)

Smart Farming: Internet of Things (IoT)-Based Sustainable Agriculture

Urban Vertical Farming with IoT and Precision Monitoring for a Sustainable Future

View research history
YearShare index
202293.4
2023110.9
2024116.6
2025137.3
Edge and Cloud Integration LimitsCommon problems researchers identify · 07

Edge and Cloud Integration Limits

26 papers

4.1% of this theme group

Papers point to latency, scalability, and interoperability limits when merging edge, fog, and cloud for IoT.

Enhanced Data Rates for GSM Evolution (19) · Edge device (13) · Edge computing (16) · Cloud computing (13)

Machine Learning at the Network Edge: A Survey

Edge and Fog Computing for IoT: Architectures, Applications, and Emerging Trends

View research history
YearShare index
2022325.5
2023325.4
2024284.8
2025349.3

Cautions

114 papers · 4 recurring themes
4 cards

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Blockchain Scalability for IoTCautions · 01

Blockchain Scalability for IoT

37 papers

32.5% of this theme group

Authors caution that blockchain’s performance and scalability may hinder its security benefits in IoT.

Blockchain (13) · Internet of Things (28) · Cryptography (7) · Computer security (13)

Blockchain technology for security issues and challenges in IoT

Scalability and Performance of Blockchain-Based Solutions for IoT Applications

View research history
YearShare index
20221572.1
20231600.1
20241535.0
20251064.8
Privacy Risks in Health‑IoTCautions · 02

Privacy Risks in Health‑IoT

28 papers

24.6% of this theme group

Studies warn about data privacy and security threats in continuous health monitoring IoT devices.

Health care (10) · Internet of Things (22) · Internet privacy (4) · Computer security (6)

Revolutionizing Healthcare: IoT-Enabled Continuous Health Monitoring Devices for the Future

IoT and the Future of Healthcare: Revolutionizing Remote Patient Monitoring

View research history
YearShare index
20221629.1
20231642.3
20241528.9
2025788.7
Routing and Intrusion Risks in Sensor NetworksCautions · 03

Routing and Intrusion Risks in Sensor Networks

25 papers

21.9% of this theme group

Research highlights vulnerable routing protocols and intrusion detection shortcomings in wireless sensor networks.

Wireless sensor network (9) · Wireless (5) · Routing protocol (4) · Intrusion detection system (4)

Routing Protocols in Wireless Sensor Networks - A Survey

A Review of Machine Learning-Based Approaches to Secure Wireless Sensor Networks Against Malicious Nodes

View research history
YearShare index
20221447.3
20231333.6
2024994.8
2025961.1
IoT Adoption Challenges in AgricultureCautions · 04

IoT Adoption Challenges in Agriculture

24 papers

21.1% of this theme group

Papers emphasize technical and learning barriers that limit IoT’s transformative impact on farming.

Agriculture (14) · Precision agriculture (8) · Internet of Things (18) · Transformative learning (3)

Internet of Things and smart sensors in agriculture: Scopes and challenges

Smart Irrigation Systems Using the Internet of Things: Applications in Farming Systems

View research history
YearShare index
202299.7
2023132.1
2024159.7
2025206.8

Opportunities

6,977 papers · 7 recurring themes
7 cards

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IoT‑Enabled Smart HealthcareOpportunities · 01

IoT‑Enabled Smart Healthcare

1,502 papers

25.0% of this theme group

Opportunities focus on real‑time patient monitoring and secure health data collection using IoT.

Internet of Things (1,201) · Embedded system (255) · Health care (150) · Computer security (259)

IoT Based Smart Health Monitoring System

Development of an IoT-Enabled Smart Healthcare Monitoring System for Real-Time Patient Health Surveillance

View research history
YearShare index
20221931.5
20231950.4
20241827.6
2025938.5
Edge‑Centric IoT Resource OptimizationOpportunities · 02

Edge‑Centric IoT Resource Optimization

985 papers

16.4% of this theme group

Works explore AI‑driven edge computing to improve energy use and data processing in IoT devices.

Internet of Things (684) · Edge computing (96) · Enhanced Data Rates for GSM Evolution (108) · Cloud computing (130)

A deep learning and IoT-driven framework for real-time adaptive resource allocation and grid optimization in smart energy systems

Efficient Utilization of Energy in IoT Devices Using Machine Learning Algorithms

View research history
YearShare index
20221358.3
20231341.6
20241297.4
20251490.8
Advanced Wireless Sensor Network DesignOpportunities · 03

Advanced Wireless Sensor Network Design

949 papers

15.8% of this theme group

Research proposes clustering, load balancing, and key distribution methods to boost sensor network performance.

Wireless sensor network (786) · Cluster analysis (183) · Wireless (229) · Key distribution in wireless sensor networks (68)

Design and Performance Analysis of Optimization Algorithms for Wireless Sensor Networks

Optimizing Energy Consumption and Data Transmission in Wireless Sensor Networks Using Proactive Load Balancing and Distributed Data Aggregat

View research history
YearShare index
20221523.4
20231405.9
20241036.4
20251016.0
Scalable Wearable and Cloud PlatformsOpportunities · 04

Scalable Wearable and Cloud Platforms

801 papers

13.3% of this theme group

Studies develop portable computing and cloud integration for health surveillance and smart infrastructure.

Raspberry pi (50) · Wearable computer (70) · Scalability (107) · Cloud computing (95)

Development of a Smart Healthcare Surveillance System Using Wireless Communication and Real-Time Image Processing

Environmental Sustainability through AI-Driven Predictive Analytics, Multi-Sensor Data Fusion, and Computational Modeling for Smart Infrastr

View research history
YearShare index
2022306.6
2023329.7
2024234.7
2025554.4
Deep‑Learning Intrusion Detection for IoTOpportunities · 05

Deep‑Learning Intrusion Detection for IoT

779 papers

13.0% of this theme group

Papers present AI‑based anomaly detection systems to defend IoT networks against attacks.

Intrusion detection system (309) · Internet of Things (530) · Anomaly detection (133) · Denial-of-service attack (70)

Enhanced Security in IoT Networks through Optimized Deep Learning-Based Intrusion Detection

Improving IoT Security - A Smart Intrusion Detection System Utilizing Deep Learning

View research history
YearShare index
2022191.8
2023194.1
2024186.7
2025262.4
Blockchain Security Solutions for IoTOpportunities · 06

Blockchain Security Solutions for IoT

516 papers

8.6% of this theme group

Research designs cryptographic and authentication frameworks using blockchain to secure IoT communications.

Blockchain (255) · Cryptography (78) · Encryption (85) · Authentication (79)

Design and Analysis of Ethereum Blockchain Enabled <scp>IoT</scp> Based Model for Secure Data Transmission

A Blockchain-Based Intelligent IoT Communication System for Enhanced Security, Reliability, and Efficiency

View research history
YearShare index
2022696.9
2023734.5
2024772.9
2025752.5
Precision Agriculture with IoT AutomationOpportunities · 07

Precision Agriculture with IoT Automation

468 papers

7.8% of this theme group

Works highlight automated irrigation and resource monitoring to enhance sustainability in farming.

Agriculture (237) · Precision agriculture (136) · Irrigation (58) · Sustainable agriculture (44)

Smart Farming using IoT, a solution for optimally monitoring farming conditions

Smart agriculture using IoT for automated irrigation, water and energy efficiency

View research history
YearShare index
202299.4
2023117.1
2024123.6
2025143.2

How this field compares with the research baseline

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

Research orientationThis fieldReference sample
Breakthrough48.1%26.6%
Promising34.4%37.1%
Problem-identifying7.7%9.4%
Descriptive5.5%17.7%
Comparative2.8%3.9%
Cautionary1.4%4.3%
Critical0.1%1.0%

Concerns receiving less research attention

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

Concern / example paperPapersShareRaised as a problemWorldwide share
Privacy & surveillanceA Survey on Internet of Things: Security and Privacy Issues5556.61%118 (21.3%)6.25%
Energy & datacenter footprintIoT Vulnerability Assessment for Sustainable Computing: Threats, Current Solutions, and Open Challenges740.88%6 (8.1%)0.59%
Hardware, e-waste & supply chainIoT and Smart City Solutions for Sustainable Waste Management200.24%3 (15.0%)0.11%
Safety & misuseA two-tier optimization strategy for feature selection in robust adversarial attack mitigation on internet of things net100.12%0 (0.0%)0.11%
Bias & fairnessFairness Focused Congestion Detection and Prevention Using Probabilistic Algorithm in WSN Protocols20.02%0 (0.0%)0.04%
Water useDeep Learning Approaches for Forecasting Water Demand in IoT-Based Water Systems10.01%0 (0.0%)0.01%
Concentration of compute powerA Multiband CPW-Fed Monopole Rectenna Using SMS7630 SC-79LF Schottky Diode for Powering Low-Power Wireless Sensor Networ10.01%0 (0.0%)0.03%
Carbon & emissions of compute00.0%0 (%)0.02%
Labour & data work00.0%0 (%)0.0%

Research orientation and citation rankings describe the covered collection. Its recorded publication dates do not support an overall publication-volume trend.

Institution and researcher rankings use citations to their covered work. Research scope: India. 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

Internet of Things - Industry Applications 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.

Company ecosystem snapshot: 7 August 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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