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
enterprise infrastructure industry,
in focus.

The companies, capital and talent shaping enterprise infrastructure in India. Find the leaders. Understand the segments. See where the activity is.

Snapshot: Funding in USD
Illustrated cover for Enterprise Infrastructure Industry Landscape of India
IN
COMPANIES · CAPITAL · TALENT

An industry ecosystem,
measured in context.

Enterprise Infrastructure illustration
MEET THE COMPANIES

Explore India’s enterprise infrastructure leaders

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

Expand panel +
Enterprise Infrastructure company highlights in India, snapshot 6 August 2026
Company
Nxtranxtra.in$952.36M—239$217.52MFYFY2025 filing
Neysaneysa.ai$650M—45—
Perfiosperfios.ai$270.31M——Financial figure available in RadarView in Radar
BrowserStackbrowserstack.com$253.3M—1,001Financial figure available in RadarView in Radar
AdaniConneXadaniconnex.com$213M6 roles392—
E2E Networkse2enetworks.com$178.96M—112—
Wingifywingify.com$150.3M—422—
Idfyidfy.com$62.67M7 roles536$13.21MFYFY2024 filing
Appscripappscrip.com—12 roles168$2.59MFYFY2025 filing
CloudKeepercloudkeeper.ai—6 roles——
Prismforceprismforce.com—6 roles161—
Rtbrickrtbrick.com—6 roles31$2.25MFYFY2025 filing
SonicWallsonicsecured.com—6 roles——
SysTools Softwaresystoolsgroup.com—6 roles80—
Adaptive Securityadaptivesecuritytech.com————
AuthBridgeauthbridge.com——2,174—
CtrlSctrls.com——995$140.13MFYFY2024 filing
CtrlS Datacentersctrls.in——501Financial figure available in RadarView in Radar
ESDSesds.co.in——1,100—
Kasperskykaspersky.co.in——6—
Mantra Softechmantratec.com——1,156$43.26MFYFY2025 filing
Nxtra Datanxtradata.com——108—
Optimum InfoSystem Pvt. Ltd.theoptimum.net——1,800—
Quick Heal Technologiesquickheal.com——1,328—
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

Enterprise Infrastructure industry KPIs in India

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

6 August 2026
Hiring participation8.6%

267 of 3,112 tracked companies have open roles.

Funding participation10.9%

339 of 3,112 tracked companies have a recorded round.

Top 3 funding share47.6%

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

Median disclosed round$350.5K

Midpoint of 516 rounds with a disclosed amount.

Scale is concentrated. Opportunity is broader. The three largest funding recipients hold 47.6% of disclosed capital, while 89.1% of tracked companies have no recorded funding round.

Explore the segments →
CAPITAL & COMPANY FORMATION

How India enterprise infrastructure 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 enterprise infrastructure
$0$124.51M$249.03M$373.54M$498.06M2016: $49.38M20162017: $41.57M20172018: $113.31M20182019: $95.12M20192020: $140.03M20202021: $436.89M20212022: $304.45M20222023: $310.8M20232024: $405.06M20242025: $166.74M2025
View the numbers
Annual enterprise infrastructure funding and company formation in India
YearFunding (USD)FoundedRaising
2016$49.38M21433
2017$41.57M19949
2018$113.31M18639
2019$95.12M22925
2020$140.03M30550
2021$436.89M22355
2022$304.45M17053
2023$310.8M21143
2024$405.06M17647
2025$166.74M12340
WHERE CAPITAL SITS

Funding concentration

Share of all disclosed company funding.

  • Nxtra24.2%
  • Neysa16.5%
  • Perfios6.9%
  • Other companies52.4%

Funding by stage

611 recorded rounds since 2016

NUMBER OF ROUNDS
Seed & Angel439 71.8%
Series A–B101 16.5%
Series C+ / PE15 2.5%
Grants, debt & other56 9.2%

Recent recorded rounds

Latest recorded rounds · USD
8 rounds

Swipe or scroll horizontally to browse.

Seed04/2026
H2LooP $2M

Backed by Speciale Invest and 3one4 Capital.

Seed04/2026
Deep Algorithms $1.71M

Backed by Unicorn India Ventures and Prakash Govindan and others.

PE03/2026
Nxtra $710M

Backed by Alpha Wave Global and The Carlyle Group and others.

Series A03/2026
Wingify $150.3M

Backed by Shivanand Shankar Mankekar and Laxmi Mankekar and others.

Largest and notable recorded rounds

Each card is one recorded round
10 cards

Swipe or scroll horizontally to browse.

Series B02/2026
Neysaneysa.ai$600M

Backed by TVS Capital Funds and 360 One and others.

Series A03/2026
Wingifywingify.com$150.3M

Backed by Shivanand Shankar Mankekar and Laxmi Mankekar and others.

THE BUSINESS BEHIND THE ACTIVITY

Revenue, profitability & financial strength

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

Expand panel +
₹ crore · standalone

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

FY2025 · annual statements grouped by reported fiscal year; exact entity periods remain on preview rows · 716 reporting entities from 950 eligible matches.

Revenue in covered accounts₹41,004.9 crore

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

Net profit / loss₹4,189.2 crore

Combined result for the same cohort.

Aggregate net margin+10.2%

Combined net income ÷ combined revenue.

Median company revenue₹1.9 crore

The middle covered reporting entity.

Profitable entities+55.3%

396 of 716 covered entities.

Top-five concentration+54.6%

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 · 716 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.

716 reporting entities
Continue your financial research in Radar

Explore full company accounts and filings.

View financials in Radar ↗
INDIA · INDUSTRY COHORTS

How does enterprise infrastructure 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

39 of the 3,112 companies on this page carry a measured traffic record (1.3%); these are the largest of those, by monthly visits. The median among them is 221,253 visits.

CompanyMonthly visitsAuthorityMobile
DigiLockerdigilocker.gov.in22,098,5427574.9%
MSImsi.com17,012,4927433.3%
Freshservicefreshservice.com3,513,6393710.8%
OneCompileronecompiler.com3,074,8225714.4%
BrowserStackbrowserstack.com2,125,3465725%
Iconscouticonscout.com1,914,8205727.4%
ImageKit.ioimagekit.io1,756,2663729.3%
Readdyreaddy.ai929,1663918%
Fontsharefontshare.com648,0044413.1%
Integratelyintegrately.com578,776412.4%

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

Most-installed apps

256 of these companies (8.2%) publish at least one Android app — 773 apps in all, carrying 443.5M installs between them.

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
Cybersecurity359362MDigiLocker 174.4M
Mobile Utility Tools22277MHide Photos, Video and App Loc 70.5M
It Operations12159.2MAll Recovery 37.3M
Enterprise Storage6656.1MAll Backup & Restore 1.8M
Application Development Tools18412.2MTable Notes - Mobile Excel 4.3M
Internet Browsers511MMagTapp - Browser, PDF, Learn 5M
Security & Surveillance Technology485MSecuGen RD Service 3.8M
Regtech394.8MDigio - eSign | Doc Scanner 582.2K

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: 162023Q2: 72023Q22023Q3: 142023Q3: 122023Q32023Q4: 112023Q4: 142023Q42024Q1: 192024Q1: 132024Q12024Q2: 92024Q2: 82024Q22024Q3: 252024Q3: 322024Q32024Q4: 212024Q4: 372024Q42025Q1: 272025Q1: 182025Q12025Q2: 182025Q2: 182025Q22025Q3: 212025Q3: 722025Q32025Q4: 232025Q4: 832025Q42026Q1: 232026Q1: 1392026Q1

Darker bars are new releases, lighter bars apps updated. 637 of 773 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 enterprise infrastructure market map

Explore the segments behind the headline numbers.

Expand panel +

Where companies are building

Rank segments by scale, hiring or disclosed funding.

Enterprise tech2,571
Enterprise software2,075
Saas1,503
Cybersecurity1,111
Consumer digital299
Data security251
Identity access management245
Deep tech178
Low code development platforms174
Fintech162
Future of work156
Native ai in software development150

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

SEGMENT TO EXPLORE

Enterprise tech

The largest measured segment in this report snapshot.

2571companies
7.9%have hiring activity

203 companies hiring · $3.88B disclosed funding

Explore in Radar

How companies make money

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

Subscription2,488
Fee-for-service354
E-commerce - service273
Advertising235
Commission on transaction146
E-commerce - product137
Physical commerce66
Licensing25
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 roundsnudgebee.com ↗

NudgeBee has raised $3 million in a seed funding round led by Kalaari Capital, with participation from technology founders.

IPO activityctrls.in ↗

Digital infrastructure provider CtrlS Datacenters has begun preparations to raise about $300 million through an initial public offering (IPO).

Funding roundswingify.com ↗

SaaS major Wingify is raising ₹1,381 Cr (nearly $149 Mn) in a strategic round led by majority shareholder and private equity (PE) firm Everstone Capital.

Funding roundsnxtra.in ↗

Bharti Airtel’s data centre subsidiary Nxtra has raised $1 billion (around Rs 9,400 crore) in a strategic funding round led by Alpha Wave Global, alongside existing investor Carlyle and Anchorage Capital.

Funding roundsnxtradata.com ↗

Bharti Airtel announced a $1 billion investment in its data centre arm, Nxtra Data led by global investors Alpha Wave Global, The Carlyle Group and Anchorage Capital Group.

Funding roundssign3labs.com ↗

Gurugram-based fraud intelligence startup Sign3 has raised $1.5 million in a funding round led by early-stage venture firm Cedar Hill Capital.

Funding roundsneysa.ai ↗

Neysa — accounted for roughly $600 million of this year’s funding, backed by investors including Blackstone, Ontario Teachers’ Pension Plan and Nexus Venture Partners.

Funding roundsvelmenni.com ↗

Velmenni secured about $3.3 million in a pre-Series A round led by pi Ventures.

Funding roundszeron.one ↗

Zeron , a developer of new energy heavy trucks and autonomous driving technology, has raised RMB 1.2 billion (USD 174 million) in a new round co-led by Lochpine Capital, Momenta, and Nio Capital.

IPO activityesds.co.in ↗

Further, ESDS Software Solutions made its second attempt at a public listing with Rs 6 billion IPO.

Full recorded event mix

Top 10 categories among 602 recorded events in the 24-month window.

Earnings
141
Funding rounds
116
Leadership moves
83
Company announcements
67
Mergers & acquisitions
54
Contracts
36
New products
31
Capital infusions
27
IPO activity
13
Job creation
11
7 activity cards

Swipe or scroll horizontally to browse.

Leadership moves

34 tracked people moves

Seclore ↗
Nilesh Bhojani

Appointment Chief Product and Technology Officer

Mr. Alok Ohrie

Appointment Strategic Advisor

Seclore ↗
Roshan Cariappa

Appointment Regional Chief Marketing Officer for Asia, Middle East and Africa

Pantherun ↗
Ben Lee

Appointment Board of Directors

Vaishali Gupta

Appointment Marketing Director

Refroid ↗
Vijay Sampathkumar

Appointment Chief Business Officer

Seclore ↗
Ajit Kulkarni

Appointment Director – Cloud Operations and Customer Support

Kaspersky ↗
Toufic Derbass

Appointment Managing Director for the Middle East, Türkiye, and Africa (META) region

Product launches

Products, platforms and features in the recorded window

Tablesprint ↗
Fernor

AI sales agent

Neysa ↗
Neysa

AI Compute / Cloud Infrastructure

Yotta ↗
Bundled colocation service

Colocation / Data Center Service

Yotta ↗
Yotta’s Smart Cybersecurity suite

Enterprise cybersecurity solutions

Seclore ↗
Astra AI

AI Platform

Aprecomm ↗
AIVRA™ (Aprecomm Intelligent Virtual Response Assistant)

AI Agent

Agile Labs ↗
AI Risk Matrix Assessment

AI-Powered Risk Assessment Tool

Contract wins

23 recorded customer wins

ESDS ↗

Customer: Sharon AICloud Computing

Innefu Labs ↗

Customer: government of indiaAI services

Innefu Labs ↗

Customer: Ministry of Electronics and IT (MeitY), Government of IndiaTechnology

Accuknox ↗

Customer: yoma fleetCybersecurity

Kaspersky ↗

Customer: Africa House Londoncybersecurity

AdaniConneX ↗

Customer: googleInfrastructure

Workforce actions

1 companies with reported reductions

Kaspersky ↗

Scale not stated rolescost reduction

Litigation

2 tracked suits

Company
johnson v Comodo Group

allegations of engaging in automated telemarketing without proper consentClass Action · Settled

Company
Deque Systems v browserstack

intellectual property theftCivil · Dismissed

Earnings pulse

Reported company results in the recorded window.

12companies
131period observations
10.8%median reported growth

Median across 118 reported growth observations; companies may contribute multiple periods.

Mergers and acquisitions

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

Acquirer → targetStatusDateValue / context
everstone capital→Wingify ↗Announced2026-04-06$200.0M
Wingify→ab tastyAnnounced2026-04-06Not stated in snapshot
blackstone→Neysa ↗Completed2026-02-16$1.2B
Wingify→blitzllamaCompleted2026-02-12Not stated in snapshot
Limerston Capital→Aristi Labs ↗Announced2026-01-06Not stated in snapshot
Wingify→Concept FeedbackCompleted2025-12-18Not stated in snapshot

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

PEOPLE & OPPORTUNITY

The talent market

1,047 postings in the preceding 12 months. The full 1,364-posting snapshot covers 256 employers.

Expand panel +

Most advertised job titles

Content Writer15
Python Developer14
Full Stack Software Engineer12
Recruiter12
Seo Specialist11
Staff Engineer7
10 internship postings

9 tracked postings mention remote work.

The seniority mix

644 postings specify a level.

unspecified
720
senior
229
lead
172
manager
163
intern
48
entry
32

Skills employers mention

Top skills across 1,364 tracked postings in the available jobs snapshot.

Python
212
Javascript
151
Java
103
Aws
100
Kubernetes
97
Sql
80
Git
67
Docker
65
Mongodb
59
Typescript
56
ADVERTISED PAY$8.4K/ year

Median across 280 postings with pay data, expressed in USD.

Salary by seniority

senior$11.4K/ year43 postings

Advertised posting medians do not describe all employees or roles.

THE PEOPLE BUILDING THE FIELD

Founders and leaders

2,199 founders and chief executives across 1,580 companies.

Expand panel +
12 profiles

Swipe or scroll horizontally to browse.

Education networks

305 profiles with education records.

BITS Pilani
36
IIT Delhi
36
IIT Kanpur
30
IIT Bombay
26
IIT Kharagpur
24
IIT Madras
20
Indian School of Business
18
IIM Ahmedabad
12

Prior employers

110 profiles with prior-work records.

Microsoft
27
Cisco
19
Amazon
15
Flipkart
13
Goldman Sachs
8
Google
7
Intel
7
McKinsey
6

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

NEWS INTELLIGENCE

How this industry appears in the news

102,174 articles in the measured 12-month window.

Expand panel +
102,174articles in the measured year
29,930articles in 2026Q1
80.9%positive tone in the latest complete year

News volume trends

Enterprise Infrastructure coverage across India · articles per complete quarter

08,60517,21025,81534,4202021Q2: 14,2732021Q22021Q3: 20,0372021Q4: 14,3912022Q1: 18,0442022Q2: 17,8972022Q22022Q3: 20,6252022Q4: 19,2822023Q1: 21,5882023Q2: 21,2162023Q22023Q3: 25,2382023Q4: 20,5732024Q1: 20,8932024Q2: 20,3852024Q22024Q3: 28,2152024Q4: 25,5552025Q1: 29,6572025Q2: 19,8012025Q22025Q3: 26,2772025Q4: 22,5232026Q1: 29,9302026Q1
View quarterly article counts
QuarterArticles
2021Q214,273
2021Q320,037
2021Q414,391
2022Q118,044
2022Q217,897
2022Q320,625
2022Q419,282
2023Q121,588
2023Q221,216
2023Q325,238
2023Q420,573
2024Q120,893
2024Q220,385
2024Q328,215
2024Q425,555
2025Q129,657
2025Q219,801
2025Q326,277
2025Q422,523
2026Q129,930

Article volume measures coverage, not market sales.

Tone of coverage over time

2021
43,420 positive · 499 neutral · 11,407 negative
2022
60,277 positive · 712 neutral · 14,760 negative
2023
71,660 positive · 678 neutral · 16,161 negative
2024
75,091 positive · 1,035 neutral · 18,831 negative
2025
79,346 positive · 1,006 neutral · 17,772 negative

Leading coverage topics

Enterprise Infrastructure coverage across India · ranked by full-period article count.

New Product Launches And Innovations16,250 articles in the full recorded period
4,481 recent · 3,663 prior
Strategic Partnerships And Collaborations14,334 articles in the full recorded period
4,135 recent · 3,147 prior
Technology Adoption And Digital Transformation14,245 articles in the full recorded period
3,965 recent · 3,236 prior
Company Expansions And New Market Entries7,234 articles in the full recorded period
2,181 recent · 1,493 prior
Global Market Entry Strategies6,791 articles in the full recorded period
1,780 recent · 1,462 prior
Cryptocurrency Impact On Forex Markets6,281 articles in the full recorded period
1,323 recent · 900 prior
Executive Leadership Changes And Appointments4,038 articles in the full recorded period
963 recent · 788 prior
Flood Mitigation Strategies And Case Studies3,921 articles in the full recorded period
965 recent · 803 prior
Major Contract Wins And Losses3,897 articles in the full recorded period
1,287 recent · 901 prior
Industry Awards And Recognition Announcements3,863 articles in the full recorded period
859 recent · 916 prior

Recent and prior counts use the source comparison windows.

Topics gaining and losing attention

Enterprise Infrastructure coverage across India

KeywordRecentPriorChange
dc fast-charging deployment894461843%
charging corridor development877421988%
public charging growth847194358%
charging accessibility834184533%
ai hardware72345758%
ai research70937589%
cheap notebook573183083%
budget laptop572173265%
affordable laptop571173259%
value laptop571192905%
next-gen banking platforms136220-38%
digital banking innovations133214-38%
marketing automation platforms123200-38%
gdp growth rate109199-45%
analytics tools119197-40%

Event and signal lenses

Enterprise Infrastructure coverage across India

All complete annual cohorts shown
Rising

Regulatory Risk

155,500 classified articles

payment system integration, stock performance, payment api development

57.5% critical · 50.6% positive
Rising

Funding Momentum

31,106 classified articles

pre-ipo valuation, flood resilience, ipo prospectus

59.5% critical · 56.3% positive
Rising

Growth

87,573 classified articles

dc fast-charging deployment, charging corridor development, public charging growth

45.3% critical · 61.5% positive

Enterprise Infrastructure coverage across India. Topic labels describe recorded classifications and can include broad context.

RESEARCH SIGNALS

What Enterprise Infrastructure research is working on

5,827 papers in the recorded india scope.

Expand panel +
5,827papers
53,444worldwide comparison pool
5,827India-affiliated papers

Research orientation

Breakthrough
2,750
Promising
1,751
Problem-identifying
571
Descriptive
446
Comparative
199
Cautionary
96
Critical
14

Contribution mix

Methods-led
3,976
Reviews
889
Empirical
619
Position pieces
331
Theoretical
12

Tone counts: 5,618 positive · 62 neutral · 147 negative.

Common problems researchers identify
585 papers · 10.0% of this field
  • Cloud computing451 papers
  • Cloud computing security69 papers
  • Big data57 papers
  • Internet of Things54 papers
  • Scalability43 papers
  • Digital transformation39 papers
  • Computer security36 papers
  • Edge computing25 papers

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

Cautions
96 papers · 1.6% of this field
  • Cloud computing67 papers
  • Transformative learning14 papers
  • Digital transformation10 papers
  • Scalability9 papers
  • Software deployment9 papers
  • Cloud computing security8 papers
  • Internet of Things8 papers
  • Big data6 papers

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

Opportunities
4,501 papers · 77.2% of this field
  • Cloud computing3,102 papers
  • Scalability842 papers
  • Encryption384 papers
  • Internet of Things371 papers
  • Software deployment277 papers
  • Scheduling276 papers
  • Analytics232 papers
  • Big data217 papers

Landmark: Efficient Architecture-Aware Acceleration of BWA-MEM for Multicore Systems

Leading institutions

Thapar Institute of Engineering & Technology
4,600
Indian Institute of Technology Kharagpur
3,671
Shri Mata Vaishno Devi University
2,845
Vellore Institute of Technology University
2,709
Intel
2,606
International Institute of Information Technology, Hyderabad
1,765

Leading researchers

Neeraj Kumar
3,449
Md. Vasimuddin
2,603
Sanchit Misra
2,603
Heng Li
2,603
Srinivas Aluru
2,603
Akhil Gupta
2,376
Rakesh Kumar Jha
2,376
Joel J. P. C. Rodrigues
2,301

Highly cited breakthrough-labelled papers

  • Automated cropland mapping of continental Africa using Google Earth Engine cloud computing484 citations
  • Secure Signature-Based Authenticated Key Establishment Scheme for Future IoT Applications444 citations
  • A Genetic Algorithm (GA) based Load Balancing Strategy for Cloud Computing381 citations
  • An Overview of IoT Sensor Data Processing, Fusion, and Analysis Techniques373 citations
  • PPSF: A Privacy-Preserving and Secure Framework Using Blockchain-Based Machine-Learning for IoT-Driven Smart Cities348 citations

Common problems researchers identify

484 papers · 7 recurring themes
7 cards

Swipe or scroll horizontally to browse.

Cloud workload scheduling challengesCommon problems researchers identify · 01

Cloud workload scheduling challenges

129 papers

26.7% of this theme group

Researchers highlight difficulties in balancing loads and scheduling tasks across cloud infrastructures.

Cloud computing (124) · Operating system (18) · Scheduling (7) · Workload (6)

Load balancing in cloud computing – A hierarchical taxonomical classification

Cloud Computing Facilitating Data Storage, Collaboration, and Analysis in Global Healthcare Clinical Trials

View research history
YearShare index
20221540.3
20231458.4
20241146.6
2025595.1
Cloud security and data protectionCommon problems researchers identify · 02

Cloud security and data protection

118 papers

24.4% of this theme group

Papers discuss vulnerabilities and protection gaps affecting data confidentiality in cloud environments.

Cloud computing security (50) · Cloud computing (115) · Computer security (32) · Data security (13)

Data Security Challenges and Its Solutions in Cloud Computing

Surveying Security Challenges and Solutions in Cloud Computing: A Comprehensive Review

View research history
YearShare index
20221627.0
20231670.1
20241310.2
2025748.5
IoT and cloud interoperability issuesCommon problems researchers identify · 03

IoT and cloud interoperability issues

59 papers

12.2% of this theme group

Studies point to integration hurdles between wearable devices, IoT sensors, and cloud platforms.

Internet of Things (40) · Cloud computing (41) · Wearable computer (6) · Interoperability (8)

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

Sensing, Controlling, and IoT Infrastructure in Smart Building: A Review

View research history
YearShare index
20221309.2
20231374.0
20241512.4
20251419.2
Big data governance and cybercrimeCommon problems researchers identify · 04

Big data governance and cybercrime

53 papers

11.0% of this theme group

Works examine risks of unauthorized access and compliance obstacles in large‑scale data systems.

Big data (10) · Cybercrime (3) · Automation (5) · Data Protection Act 1998 (4)

Next-generation secure authentication and access control architectures: advanced techniques for securing distributed systems in modern enter

AI-Integrated Data Governance Frameworks for Real-Time, Scalable, and Ethical Data Architectures

View research history
YearShare index
2022436.2
2023446.1
2024323.6
2025468.3
Digital transformation barriersCommon problems researchers identify · 05

Digital transformation barriers

50 papers

10.3% of this theme group

Analyses identify organizational and technical obstacles hindering adoption of cloud‑driven digital economies.

Digital transformation (26) · Digital economy (8) · Information technology (5) · Cloud computing (32)

Digital Transformation in Business: Opportunities and Challenges

Digital Transformation in Commerce

View research history
YearShare index
2022234.9
2023239.6
2024196.7
2025281.1
Sustainable and green cloud computingCommon problems researchers identify · 06

Sustainable and green cloud computing

46 papers

9.5% of this theme group

Research flags high energy consumption and carbon impact of current cloud operations.

Green computing (12) · Cloud computing (36) · Renewable energy (6) · Carbon footprint (5)

A Systematic Survey on Energy-Efficient Techniques in Sustainable Cloud Computing

Energy Efficiency Techniques in Cloud Computing

View research history
YearShare index
202249.7
202355.7
202445.5
202567.8
Edge‑cloud integration limitsCommon problems researchers identify · 07

Edge‑cloud integration limits

29 papers

6.0% of this theme group

Authors note performance and latency constraints when extending cloud services to edge devices.

Enhanced Data Rates for GSM Evolution (22) · Edge computing (19) · Edge device (14) · Cloud computing (22)

Machine Learning at the Network Edge: A Survey

Bringing Computation Closer toward the User Network: Is Edge Computing the Solution?

View research history
YearShare index
2022342.6
2023351.2
2024293.4
2025356.5

Cautions

80 papers · 4 recurring themes
4 cards

Swipe or scroll horizontally to browse.

Scalability and security trade‑offsCautions · 01

Scalability and security trade‑offs

50 papers

62.5% of this theme group

Cautionary studies warn that scaling cloud services may exacerbate security vulnerabilities.

Cloud computing (43) · Cloud computing security (8) · Operating system (6) · Scalability (7)

Investigating the Significance of Optimization Techniques in Load Balancing in a Cloud Environment

A Review of Cloud Security Attacks and Emerging Defense Mechanisms

View research history
YearShare index
20221697.9
20231644.8
20241287.6
2025997.3
Transformation impact on organizationsCautions · 02

Transformation impact on organizations

16 papers

20.0% of this theme group

Works advise careful assessment of digital shifts on efficiency and workforce adaptation.

Transformative learning (8) · Digital transformation (6) · Big data (4) · Cloud computing (9)

Digital Transformation and Its Influence on Organisational Efficiency: A Study of Indian Companies

EXPLORING THE IMPACT OF CLOUD TECHNOLOGY ON INDIAN ACCOUNTING: CHALLENGES AND FUTURE OPPORTUNITIES

View research history
YearShare index
2022308.0
2023313.2
2024271.7
2025412.1
IoT precision agriculture concernsCautions · 03

IoT precision agriculture concerns

9 papers

11.2% of this theme group

Researchers caution about interoperability and data reliability in smart farming deployments.

Internet of Things (6) · Interoperability (3) · Precision agriculture (2) · Agriculture (2)

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

Integrated Smart Computing in Precision Agriculture: A Futuristic Exploration and Assessment

View research history
YearShare index
20221293.2
20231361.5
20241505.2
20251409.4
Climate and cloud interaction risksCautions · 04

Climate and cloud interaction risks

5 papers

6.2% of this theme group

Studies highlight uncertainties in cloud formation and aerosol effects during monsoon seasons.

Weather forecasting (2) · Monsoon (2) · Cloud cover (2) · Aerosol (2)

Climate warming increases global oceanic dimethyl sulfide emissions

Sensitivity of Cloud Invigoration and Suppression Effects to Major Aerosol species During the Indian Summer Monsoon in a Global Climate Mode

View research history
YearShare index
202245.8
202352.0
202426.0
202520.6

Opportunities

4,115 papers · 7 recurring themes
7 cards

Swipe or scroll horizontally to browse.

Scalable cloud analytics platformsOpportunities · 01

Scalable cloud analytics platforms

873 papers

21.2% of this theme group

Opportunities focus on enhancing cloud performance through advanced analytics and operating‑system integration.

Cloud computing (818) · Scalability (176) · Operating system (78) · Analytics (85)

Enhancing Cloud Performance with AI-Based Predictive Analytics

Converging Deep Learning and Cloud Computing: A Scalable and Efficient Approach for Modern AI Infrastructure

View research history
YearShare index
20221699.8
20231639.1
20241301.8
20251035.3
Blockchain and cryptography for cloud securityOpportunities · 02

Blockchain and cryptography for cloud security

690 papers

16.8% of this theme group

Papers explore using distributed ledgers and advanced encryption to protect cloud data.

Encryption (300) · Cryptography (138) · Blockchain (108) · Cloud computing (481)

Securing Data Privacy and Integrity in Cloud Computing Using Blockchain and Quantum Cryptography

Blockchain-Enhanced Framework for Ensuring Data Consistency, Transparency and Privacy in Cloud Computing

View research history
YearShare index
2022702.2
2023726.1
2024554.4
2025644.0
Smart‑city analytics and deploymentOpportunities · 03

Smart‑city analytics and deployment

626 papers

15.2% of this theme group

Research promotes scalable analytics for urban services and real‑time positioning systems.

Scalability (107) · Global Positioning System (28) · Analytics (52) · Software deployment (49)

Artificial Intelligence in Smart Cities Enhancing Public Services Infrastructure and Real Time Citizen Engagement Tools

SmartCityPredict: An AI and Machine Learning Framework for Enhancing Urban Service Efficiency Through Real-Time Data Analytics

View research history
YearShare index
2022323.3
2023346.5
2024252.5
2025565.2
IoT‑driven precision agricultureOpportunities · 04

IoT‑driven precision agriculture

614 papers

14.9% of this theme group

Works present intelligent monitoring and predictive models for water quality and crop management.

Internet of Things (260) · Cloud computing (392) · Microcontroller (66) · Precision agriculture (42)

Intelligent IoT-Based Water Quality Monitoring and Predictive Analysis Using Machine Learning

Real-Time Internet of Things (IoT) Based Water Quality Management System with Advanced Multi-Parameter Monitoring and Autonomous Filtration

View research history
YearShare index
20221270.2
20231334.7
20241480.4
20251346.4
Optimized cloud scheduling techniquesOpportunities · 05

Optimized cloud scheduling techniques

538 papers

13.1% of this theme group

Studies propose new algorithms to improve resource allocation and load balancing.

Scheduling (228) · Cloud computing (493) · Load balancing (89) · Workload (108)

An Optimized Scheduling Algorithm For Efficient Resource Allocation In Cloud Computing Environments

Optimizing Resource Scheduling for Enhanced Efficiency in Cloud Computing

View research history
YearShare index
202252.7
202350.4
202433.6
202565.5
AI‑based intrusion detection in cloudOpportunities · 06

AI‑based intrusion detection in cloud

457 papers

11.1% of this theme group

Research advances machine‑learning methods to identify anomalies and defend against attacks.

Intrusion detection system (155) · Anomaly detection (103) · Denial-of-service attack (64) · Cloud computing (353)

Enhancing Cloud Security and Efficiency Through AI-Driven Intrusion Detection and Machine Learning-Based Resource Management

A Deep Learning-based Intrusion Detection Framework for Enhancing Network Security in Cloud Environments

View research history
YearShare index
2022169.7
2023179.9
2024162.6
2025224.5
Hybrid edge‑cloud health monitoringOpportunities · 07

Hybrid edge‑cloud health monitoring

317 papers

7.7% of this theme group

Papers highlight real‑time IoT health applications leveraging combined edge and cloud resources.

Edge computing (162) · Enhanced Data Rates for GSM Evolution (165) · Edge device (59) · Cloud computing (209)

Hybrid Cloud-Edge Computing for Real-Time IoT-Based Health Monitoring: Performance Evaluation and Optimization

Edge Computing for the Internet of Things

View research history
YearShare index
2022342.6
2023351.2
2024293.4
2025356.5

How this field compares with the research baseline

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

Research orientationThis fieldReference sample
Breakthrough47.2%26.2%
Promising30.0%37.5%
Problem-identifying9.8%9.7%
Descriptive7.7%17.8%
Comparative3.4%3.5%
Cautionary1.6%4.5%
Critical0.2%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 & surveillanceSecurity and Privacy in Fog Computing: Challenges3626.98%65 (18.0%)4.88%
Energy & datacenter footprintEnergy efficiency in cloud computing data centers: a survey on software technologies1302.51%19 (14.6%)1.49%
Carbon & emissions of computeSustainable AI in the Cloud-to-Thing Continuum: A Bibliometric Review on Lightweight, Small-Sample, and Federated Learni140.27%2 (14.3%)0.14%
Safety & misuseContext-Aware Multimodal Fake News Detection using Localized DistilBERT70.13%0 (0.0%)0.12%
Hardware, e-waste & supply chainGreenLoop: A Cloud Driven Framework for Sustainable Waste Management System30.06%0 (0.0%)0.04%
Bias & fairnessFairness-First AI in Demand Response: Bridging Equity and Efficiency in Smart Energy Systems20.04%0 (0.0%)0.07%
Labour & data workPerseverance of GIG Workers in Digital Platforms10.02%1 (100.0%)0.03%
Concentration of compute power5G and Beyond10.02%1 (100.0%)0.06%
Water use00.0%0 (%)0.03%

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.

DEMAND, SUPPLY & PLACE

Where demand signals run ahead of mapped supply — India

Compare demand signals in India’s newsflow with the enterprise infrastructure 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 →

5 India demand signals compared with mapped enterprise infrastructure supply
Signal familySignal percentileSupply percentileRelative gapGap (points)Signal share vs prior year
Tech workforce shifts ↗Spending Pressure62.50.0+62.5+99.3%
Data & privacy regulation ↗Compliance Pressure75.037.5+37.5+177.7%
Cloud & platform build-out ↗Infrastructure Shift75.075.0+0.0+154.0%
Security incidents & breaches ↗Risk Pressure12.537.5-25.0+54.2%
Open-source momentum ↗Ecosystem Signal25.0100.0-75.0+129.0%

Showing all 5 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. India is highlighted.

Mentions per 10,000 articles

Each city’s reading is a share of its own coverage.

Chungcheongbuk-Do129.5

Data & privacy regulation · Tech workforce shifts · Security incidents & breaches

Andhra Pradesh62.9

Cloud & platform build-out · Data & privacy regulation · Tech workforce shifts

Karnataka53.8

Tech workforce shifts · Open-source momentum · Cloud & platform build-out

Telangana24.1

Tech workforce shifts · Cloud & platform build-out · Data & privacy regulation

Maharashtra22.8

Tech workforce shifts · Cloud & platform build-out · Data & privacy regulation

Manipur19.2

Tech workforce shifts · Security incidents & breaches

Delhi18.9

Tech workforce shifts · Security incidents & breaches · Data & privacy regulation

Tamil Nadu18.3

Tech workforce shifts · Cloud & platform build-out · Data & privacy regulation

Gujarat16.2

Tech workforce shifts · Cloud & platform build-out · Security incidents & breaches

England8.3

Security incidents & breaches · Tech workforce shifts · Cloud & platform build-out

Ladakh7.9

Security incidents & breaches · Open-source momentum · Tech workforce shifts

Arizona6.7

Data & privacy regulation · Cloud & platform build-out · Open-source momentum

Inside the leading signals

Open any signal for its quarterly history
SPENDING PRESSURETech workforce shifts+62.5percentile-point gap
THE OPERATING HYPOTHESIS

Hiring, visa and layoff cycles can resize teams — per-seat budgets tend to follow.

10.98mentions per 10,000 articles+99.3%share change vs prior year

Mapped enterprise infrastructure categories

  • Future Of Work156

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

Quarterly share of India coverage

Mentions per 10,000 articles · zero baseline

04812162024Q3: 42024Q32024Q4: 42024Q42025Q1: 62025Q12025Q2: 82025Q22025Q3: 132025Q32025Q4: 92025Q42026Q1: 72026Q1
View quarterly signal counts
Tech workforce shifts in India coverage
QuarterMentionsPer 10,000 articles
2024Q32514.92
2024Q42354.64
2025Q13126.65
2025Q23088.17
2025Q366713.83
2025Q43579.6
2026Q13677.78

Where this signal concentrates in the comparison geography

Karnataka24.5 / 10,000
Maharashtra11.9 / 10,000
COMPLIANCE PRESSUREData & privacy regulation+37.5percentile-point gap
THE OPERATING HYPOTHESIS

Privacy rules can land as engineering requirements — consent, data handling and audit tooling follow.

4.29mentions per 10,000 articles+177.7%share change vs prior year

Mapped enterprise infrastructure categories

  • Cybersecurity1,111
  • Data Security251
  • Identity Access Management245

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

Quarterly share of India coverage

Mentions per 10,000 articles · zero baseline

024572024Q3: 12024Q32024Q4: 12024Q42025Q1: 22025Q12025Q2: 22025Q22025Q3: 22025Q32025Q4: 62025Q42026Q1: 52026Q1
View quarterly signal counts
Data & privacy regulation in India coverage
QuarterMentionsPer 10,000 articles
2024Q3531.04
2024Q4801.58
2025Q11192.54
2025Q2782.07
2025Q31092.26
2025Q42276.1
2026Q12705.72

Where this signal concentrates in the comparison geography

Chungcheongbuk-Do111.3 / 10,000
Andhra Pradesh9.5 / 10,000
INFRASTRUCTURE SHIFTCloud & platform build-out+0.0percentile-point gap
THE OPERATING HYPOTHESIS

Cloud and platform build-out can multiply the pipelines and environments a team must manage.

4.55mentions per 10,000 articles+154.0%share change vs prior year

Mapped enterprise infrastructure categories

  • Saas1,503
  • Low Code Development Platforms174

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

Quarterly share of India coverage

Mentions per 10,000 articles · zero baseline

024792024Q3: 12024Q32024Q4: 12024Q42025Q1: 22025Q12025Q2: 12025Q22025Q3: 22025Q32025Q4: 72025Q42026Q1: 52026Q1
View quarterly signal counts
Cloud & platform build-out in India coverage
QuarterMentionsPer 10,000 articles
2024Q3641.25
2024Q41011.99
2025Q11082.3
2025Q2741.96
2025Q31042.16
2025Q42907.8
2026Q12475.23

Where this signal concentrates in the comparison geography

Andhra Pradesh49.0 / 10,000
Karnataka8.2 / 10,000
Telangana7.0 / 10,000
RISK PRESSURESecurity incidents & breaches-25.0percentile-point gap
THE OPERATING HYPOTHESIS

Breach pressure can push security into every buying decision.

2.85mentions per 10,000 articles+54.2%share change vs prior year

Mapped enterprise infrastructure categories

  • Cybersecurity1,111
  • Data Security251
  • Identity Access Management245

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

Quarterly share of India coverage

Mentions per 10,000 articles · zero baseline

012342024Q3: 12024Q32024Q4: 12024Q42025Q1: 22025Q12025Q2: 32025Q22025Q3: 22025Q32025Q4: 32025Q42026Q1: 12026Q1
View quarterly signal counts
Security incidents & breaches in India coverage
QuarterMentionsPer 10,000 articles
2024Q3991.94
2024Q4991.95
2025Q1982.09
2025Q21303.45
2025Q31102.28
2025Q41343.6
2026Q1891.89

Where this signal concentrates in the comparison geography

Delhi4.7 / 10,000
Karnataka4.7 / 10,000
ECOSYSTEM SIGNALOpen-source momentum-75.0percentile-point gap
THE OPERATING HYPOTHESIS

Open-source momentum can seed the commercial layer around the projects teams adopt.

1.83mentions per 10,000 articles+129.0%share change vs prior year

Mapped enterprise infrastructure categories

  • Enterprise Software2,075
  • Deep Tech178

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

Quarterly share of India coverage

Mentions per 10,000 articles · zero baseline

012342024Q3: 02024Q32024Q4: 02024Q42025Q1: 12025Q12025Q2: 12025Q22025Q3: 12025Q32025Q4: 12025Q42026Q1: 32026Q1
View quarterly signal counts
Open-source momentum in India coverage
QuarterMentionsPer 10,000 articles
2024Q3250.49
2024Q4350.69
2025Q1641.36
2025Q2381.01
2025Q3521.08
2025Q4561.51
2026Q11533.24

Where this signal concentrates in the comparison geography

Karnataka13.5 / 10,000
RESEARCH & CHANGING CONVERSATIONS

Related research and changing coverage

India enterprise infrastructure coverage

Expand panel +
RESEARCH CONTEXT · 2018

Quality Certification and the Economics of Contract Software Development: A Study of the Indian Software Industry

Research Showcase @ Carnegie Mellon University (Carnegie Mellon University)

8 citations in the snapshot

RESEARCH CONTEXT · 2017

An exploratory study on perception of Indian crowd towards crowdsourcing software development

6 citations in the snapshot

What is growing in this coverage

India coverage of this page's demand families

KeywordRecent articlesPrior articlesShare change
green data centers6925209.1%
vulnerability intelligence5625150.8%
cloud infrastructure297133150.1%
ai research17992117.9%
cybersecurity incident684281.3%

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

GEOGRAPHIC FOOTPRINT

Where companies are based

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

Expand panel +
8 cards

Swipe or scroll horizontally to browse.

UNDERSTAND THE LANDSCAPE

Enterprise Infrastructure 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: 6 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 ↗
Coming soon