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Funding and advertised pay are reported in USD; filed accounts retain their stated source currency and basis.

Exchange-rate basis

Indicative conversions use ECB reference rates dated 2026-09-14, applied consistently across all periods. They are not historical exchange rates. Indian rupees may use crore (1 crore = 10 million); other currencies use K, M and B. CSV downloads, source documents and quoted news headlines retain their original currencies.

THE BENGALURU EDITION 2026

Bengaluru’s
enterprise infrastructure industry,
in focus.

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

Explore in Radar Read the key signals
Snapshot: Funding in USD
Illustrated cover for Enterprise Infrastructure Industry Landscape of Bengaluru
IN
COMPANIES · CAPITAL · TALENT

An industry ecosystem,
measured in context.

Enterprise Infrastructure illustration
Companies tracked 650Enterprise Infrastructure ecosystem in Bengaluru Disclosed funding $817.77M129 companies · all recorded rounds Companies hiring 63With open roles at the snapshot Tracked open roles 1276 employers posted in the preceding 30 days
MEET THE COMPANIES

Explore Bengaluru’s enterprise infrastructure leaders

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

Expand panel +
Explore the full landscape
Enterprise Infrastructure company highlights in Bengaluru, snapshot 1 September 2026
Company
Perfiosperfios.ai$270.31M——Financial figure available in RadarView in Radar
Appsmithappsmith.com$51.5M—52—
Appnomicappnomic.com$41.77M—161—
Signzy Technologiessignzy.com$38.67M—321Financial figure available in RadarView in Radar
NxtGennxtgen.com$37.7M—201$25.5MFYFY2025 filing
EMudhraemudhra.com$26.23M—28—
Senseforthsenseforth.ai$24.76M—73—
Fintellixfintellix.com$22.5M—223$8.4MFYFY2025 filing
Appscripappscrip.com—12 roles168$2.59MFYFY2025 filing
Rtbrickrtbrick.com—6 roles31—
SigNozsignoz.io—5 roles9—
VergeCloudvergecloud.com—5 roles——
VuNet Systemsvunetsystems.com—5 roles236$2.97MFYFY2025 filing
Deployddeployd.io—4 roles7—
ESSL Securityesslsecurity.com—4 roles5$17.92MFYFY2025 filing
AppTestifyapptestify.com—3 roles——
Aprecommaprecomm.ai——26—
Brunousebruno.com————
CtrlBctrlb.ai————
Digiodigio.in——56—
EverestIMS Technologieseverestims.com——182Financial figure available in RadarView in Radar
Simplify3Xsimplify3x.com——449Financial figure available in RadarView in Radar
Sixth Energy Technologies6thenergy.com——269$5.81MFYFY2025 filing
Trinity Mobilitytrinitymobility.com——204—
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 Bengaluru

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

1 September 2026
Hiring participation9.7%

63 of 650 tracked companies have open roles.

Funding participation23.1%

150 of 650 tracked companies have a recorded round.

Top 3 funding share44.5%

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

Median disclosed round$500K

Midpoint of 225 rounds with a disclosed amount.

Scale is concentrated. Opportunity is broader. The three largest funding recipients hold 44.5% of disclosed capital, while 76.9% of tracked companies have no recorded funding round.

Explore the segments →
CAPITAL & COMPANY FORMATION

How Bengaluru 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

Bengaluru enterprise infrastructure
$0$65.26M$130.51M$195.77M$261.02M2016: $6.94M20162017: $16.85M20172018: $23.91M20182019: $77.81M20192020: $18.66M20202021: $47.9M20212022: $228.97M20222023: $76.96M20232024: $105.34M20242025: $67.3M2025
View the numbers
Annual enterprise infrastructure funding and company formation in Bengaluru
YearFunding (USD)FoundedRaising
2016$6.94M4714
2017$16.85M4422
2018$23.91M4115
2019$77.81M5212
2020$18.66M5421
2021$47.9M3823
2022$228.97M3427
2023$76.96M6118
2024$105.34M5424
2025$67.3M3220
WHERE CAPITAL SITS

Funding concentration

Share of all disclosed company funding.

  • Perfios33.1%
  • Appsmith6.3%
  • Appnomic5.1%
  • Other companies55.5%

Funding by stage

273 recorded rounds since 2016

NUMBER OF ROUNDS
Seed & Angel204 74.7%
Series A–B39 14.3%
Series C+ / PE5 1.8%
Grants, debt & other25 9.2%

Recent recorded rounds

Latest recorded rounds · USD
1 rounds

Swipe or scroll horizontally to browse.

Seed04/2026
H2LooP $2M

Backed by Speciale Invest and 3one4 Capital.

Largest and notable recorded rounds

Each card is one recorded round
10 cards

Swipe or scroll horizontally to browse.

Series A05/2022
EMudhraemudhra.com$26.23M

Backed by Nippon and Baring Private Equity Partners 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 · 216 reporting entities from 295 eligible matches.

Revenue in covered accounts₹19,593.4 crore

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

Net profit / loss₹2,557.5 crore

Combined result for the same cohort.

Aggregate net margin+13.1%

Combined net income ÷ combined revenue.

Median company revenue₹1.9 crore

The middle covered reporting entity.

Profitable entities+51.9%

112 of 216 covered entities.

Top-five concentration+86.6%

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 · 216 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.

216 reporting entities
Continue your financial research in Radar

Explore full company accounts and filings.

View financials in Radar ↗
BENGALURU · 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 Bengaluru companies on this page show up online: the sites people visit, the apps they install, and how often those apps ship.

Busiest websites

9 of the 650 companies on this page carry a measured traffic record (1.4%); these are the largest of those, by monthly visits. The median among them is 160,186 visits.

CompanyMonthly visitsAuthorityMobile
Readdyreaddy.ai929,1663918%
Distilldistill.io410,9353416.5%
Vtigervtiger.com255,5364713.4%
CodeConvertcodeconvert.ai244,8343322.2%
Appsmithappsmith.com160,1863811.1%
ESSL Securityesslsecurity.com153,7183379.9%
Workikworkik.com128,3042925.2%
EMudhraemudhra.com104,5154230.7%
Fedenafedena.com57,9583422.9%

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

Most-installed apps

46 of these companies (7.1%) publish at least one Android app — 244 apps in all, carrying 12.5M installs between them.

AppInstallsRatingStore category
BlockerX: Content BlockerBlockerX6.7M4.4Productivity
eMudhra CustomerEMudhra1.8M4Business
eMudhra AppEMudhra665.8K3Productivity
Digio - eSign | Doc ScannerDigio582.2K4.6Productivity
Bx Website Blocker,Block SitesBlockerX381.3K4.2Productivity
Zenze- Block Apps,Stay FocusedBlockerX263.1K4.1Productivity
BPCL for BusinessClappia256.7K5Productivity
Snap Search - Private BrowserSnap Search183.5K3.7Tools
No Nut November: porno blockBlockerX128.4K4.3Productivity
UNO STAR - UNO Minda Ltd.3Frames Software Lab127.9K—Auto & Vehicles

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
Cybersecurity12211.5MBlockerX: Content Blocker 6.7M
Digital Transaction Management83.1MeMudhra Customer 1.8M
Govtech92.5MeMudhra App 665.8K
Digital Transformation Services72.5MeMudhra Mobile PKI 2K
Application Development Tools73698.9KBPCL for Business 256.7K
Image Recognition8603.9KDigio - eSign | Doc Scanner 582.2K
Regtech7603.8KHyperKYC 6.5K
Banking Tech7600KFaceroll: Face Attendance App 6K

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: 102023Q2: 32023Q22023Q3: 42023Q3: 22023Q32023Q4: 42023Q4: 52023Q42024Q1: 52024Q1: 12024Q12024Q2: 32024Q2: 02024Q22024Q3: 122024Q3: 102024Q32024Q4: 162024Q4: 172024Q42025Q1: 122025Q1: 22025Q12025Q2: 112025Q2: 42025Q22025Q3: 112025Q3: 122025Q32025Q4: 112025Q4: 282025Q42026Q1: 102026Q1: 362026Q1

Darker bars are new releases, lighter bars apps updated. 219 of 244 apps carry a release date. The series ends at 2026Q1, the last quarter that closed before the June 2026 reading.

INSIDE THE INDUSTRY

The Bengaluru 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 tech595
Enterprise software517
Saas375
Cybersecurity244
Deep tech65
Native ai in software development57
Artificial intelligence57
Data security57
Identity access management52
Low code development platforms43
Future of work37
Consumer digital34

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

SEGMENT TO EXPLORE

Enterprise tech

The largest measured segment in this report snapshot.

595companies
9.4%have hiring activity

56 companies hiring · $817.77M disclosed funding

Explore in Radar

How companies make money

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

Subscription568
Fee-for-service51
E-commerce - service26
Advertising25
Commission on transaction20
E-commerce - product19
Physical commerce16
Licensing7
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 roundsneverinstall.com ↗

Equirus InnovateX Fund (EIF), an early-stage venture fund ... has participated in the seed round of Neverinstall.

Funding roundsctrlb.ai ↗

CtrlB, a Bengaluru, India-based unified data platform focused on accelerating engineering and security data analysis, has raised $2.5 million in a Seed funding round.

Funding roundsdrizz.dev ↗

Stellaris Venture Partners’ $2.7 million cheque to Drizz

Mergers & acquisitionsnivettisystems.com ↗

Telecom gear maker HFCL Limited on Monday (September 1) said it has executed a share purchase agreement (SPA) to divest its entire stake in Nivetti Systems Private Limited.

Funding roundsmitigata.com ↗

Mitigata locking in $5.9 Mn in insurtech funding from Nexus Venture Partners.

Funding roundscimware.tech ↗

CIMware, a startup building sustainable hardware for data centres, has secured $2.3 million in a Pre-Series A round led by Transition VC.

Mergers & acquisitionstas.in ↗

The transaction closed June 1.

IPO activityeverestims.com ↗

Initial public offer of upto 60,06,000 equity shares of face value of Rs. 10/- each (the Equity Shares) of Everestims Technologies Limited (The Company or Everestims or The Offeror) at an offer price of Rs. [*] per equity share for cash, aggregating up to Rs. [*] crores comprising of fresh offer of up to 55,32,000 equity shares aggregating to Rs. [*] crores (Fresh Offer) and an offer for sale of up to 4,74,000 equity shares by Satish Kumar Vijayaragavan, Sudhakar Aruchamy, Arun Prasath Ramadoss, Ramesh Pratap Tiwari, Deepak Kumar Shenbagarajan, Srikanth Audina, N Ganesh Kumar, Deepak Gupta, Abhirup Sarkar, Prakash Bhat and Samaresh Man Dal (Selling Shareholders) aggregating to Rs. [*] crores (Offer for Sale) (Public Offer).

Funding roundsqnulabs.com ↗

Other growth-stage startups that attracted attention include QNu Labs, a cybersecurity firm, which secured $7 million.

Funding roundsyethi.in ↗

Yethi Consulting, an expert in quality engineering solutions for the BFSI industry, has announced a new round of funding led by Baring Private Equity Partners India. Existing investors also participated in the round.

Full recorded event mix

Top 10 categories among 86 recorded events in the 24-month window.

Funding rounds
37
Earnings
12
Leadership moves
10
Company announcements
8
Mergers & acquisitions
8
New products
6
Contracts
2
Capital infusions
1
IPO activity
1
Asset acquisitions
1
4 activity cards

Swipe or scroll horizontally to browse.

Leadership moves

2 tracked people moves

Pantherun ↗
Ben Lee

Appointment Board of Directors

Ziroh Labs ↗
Vineet Mittal

Appointment Senior Vice President

Product launches

Products, platforms and features in the recorded window

Tablesprint ↗
Fernor

AI sales agent

Aprecomm ↗
AIVRA™ (Aprecomm Intelligent Virtual Response Assistant)

AI Agent

Contract wins

2 recorded customer wins

Accuknox ↗

Customer: yoma fleetCybersecurity

Aprecomm ↗

Customer: nokia

Earnings pulse

Reported company results in the recorded window.

2companies
13period observations
43.2%median reported growth

Median across 12 reported growth observations; companies may contribute multiple periods.

Mergers and acquisitions

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

Acquirer → targetStatusDateValue / context
Trinity Tech Solutions→Nivetti Systems ↗Announced2025-09-01Not stated in snapshot
facebook→Little Eye Labs ↗Announced2025-08-10Not stated in snapshot
radware→ShieldSquare ↗Rumored2025-08-10Not stated in snapshot
Michel Boucher and Nicolaas Loerakkerx→TAS ↗Completed2025-06-25Not stated in snapshot
perfios→Clari5 ↗Announced2025-03-11Not stated in snapshot
solarwinds→Squadcast ↗Announced2025-03-04Not stated in snapshot

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

PEOPLE & OPPORTUNITY

The talent market

200 postings in the preceding 12 months. The full 280-posting snapshot covers 64 employers.

Expand panel +

Most advertised job titles

Python Developer11
Reactjs Developer5
Nodejs Developer5
Php Developer4
Flutter Developer4
Devops Engineer3
1 internship postings

3 tracked postings mention remote work.

The seniority mix

119 postings specify a level.

unspecified
161
senior
46
lead
28
manager
22
intern
14
entry
9

Skills employers mention

Top skills across 280 tracked postings in the available jobs snapshot.

Python
56
Javascript
41
Mongodb
25
Aws
23
Java
22
Kubernetes
19
Azure
17
Git
17
Django
16
Typescript
15
ADVERTISED PAY$5.4K/ year

Median across 92 postings with pay data, expressed in USD.

THE PEOPLE BUILDING THE FIELD

Founders and leaders

658 founders and chief executives across 435 companies.

Expand panel +
11 profiles

Swipe or scroll horizontally to browse.

Education networks

115 profiles with education records.

BITS Pilani
16
IIT Kanpur
11
IIT Bombay
10
IIT Kharagpur
9
IIT Madras
9
IIT Delhi
9
Indian School of Business
8
IIM Bangalore
7

Prior employers

49 profiles with prior-work records.

Cisco
10
Flipkart
9
Amazon
8
Microsoft
6
Goldman Sachs
4
Intel
4
Morgan Stanley
2
Google
2

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

NEWS INTELLIGENCE

How this industry appears in the news

7,893 articles in the measured 12-month window.

Expand panel +
7,893articles in the measured year
2,111articles in 2026Q1
82.7%positive tone in the latest complete year

News volume trends

Enterprise Infrastructure coverage tagged Bengaluru · articles per complete quarter

06701,3402,0102,6812021Q2: 8242021Q22021Q3: 1,0942021Q4: 1,0132022Q1: 1,3122022Q2: 1,3052022Q22022Q3: 1,5862022Q4: 1,5152023Q1: 1,6552023Q2: 1,4572023Q22023Q3: 1,5312023Q4: 1,5842024Q1: 1,5052024Q2: 1,6032024Q22024Q3: 2,1822024Q4: 2,1982025Q1: 2,3312025Q2: 1,4962025Q22025Q3: 1,9632025Q4: 2,0522026Q1: 2,1112026Q1
View quarterly article counts
QuarterArticles
2021Q2824
2021Q31,094
2021Q41,013
2022Q11,312
2022Q21,305
2022Q31,586
2022Q41,515
2023Q11,655
2023Q21,457
2023Q31,531
2023Q41,584
2024Q11,505
2024Q21,603
2024Q32,182
2024Q42,198
2025Q12,331
2025Q21,496
2025Q31,963
2025Q42,052
2026Q12,111

Article volume measures coverage, not market sales.

Tone of coverage over time

2021
2,697 positive · 7 neutral · 378 negative
2022
4,622 positive · 24 neutral · 1,068 negative
2023
5,166 positive · 30 neutral · 1,024 negative
2024
6,141 positive · 19 neutral · 1,320 negative
2025
6,477 positive · 19 neutral · 1,338 negative

Leading coverage topics

Enterprise Infrastructure coverage tagged Bengaluru · ranked by full-period article count.

New Product Launches And Innovations16,250 articles in the full recorded period
4,829 recent · 3,913 prior
Strategic Partnerships And Collaborations14,334 articles in the full recorded period
4,447 recent · 3,384 prior
Technology Adoption And Digital Transformation14,245 articles in the full recorded period
4,253 recent · 3,450 prior
Company Expansions And New Market Entries7,234 articles in the full recorded period
2,346 recent · 1,589 prior
Global Market Entry Strategies6,791 articles in the full recorded period
1,932 recent · 1,576 prior
Cryptocurrency Impact On Forex Markets6,281 articles in the full recorded period
1,435 recent · 964 prior
Executive Leadership Changes And Appointments4,038 articles in the full recorded period
1,048 recent · 844 prior
Flood Mitigation Strategies And Case Studies3,921 articles in the full recorded period
1,045 recent · 873 prior
Major Contract Wins And Losses3,897 articles in the full recorded period
1,391 recent · 965 prior
Industry Awards And Recognition Announcements3,863 articles in the full recorded period
916 recent · 978 prior

Recent and prior counts use the source comparison windows.

Topics gaining and losing attention

India comparison coverage

KeywordRecentPriorChange
dc fast-charging deployment955481890%
charging corridor development936451980%
public charging growth907204435%
charging accessibility891214143%
ai hardware77348759%
ai research75440188%
cheap notebook610193111%
budget laptop609173482%
affordable laptop608183278%
value laptop608202940%
next-gen banking platforms142239-41%
digital banking innovations140232-40%
gdp growth rate115217-47%
analytics tools132217-39%
marketing automation platforms129215-40%

Event and signal lenses

India comparison coverage

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 tagged Bengaluru. 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 Management IssuesCommon problems researchers identify · 01

Cloud Workload Management Issues

129 papers

26.7% of this theme group

Researchers highlight challenges 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
20221530.7
20231445.2
20241130.9
2025583.9
Cloud Security VulnerabilitiesCommon problems researchers identify · 02

Cloud Security Vulnerabilities

118 papers

24.4% of this theme group

Papers discuss data protection gaps and attack vectors threatening 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
20221615.7
20231661.1
20241296.3
2025737.1
IoT‑Cloud Interoperability GapsCommon problems researchers identify · 03

IoT‑Cloud Interoperability Gaps

59 papers

12.2% of this theme group

Studies point out difficulties linking wearable and IoT devices with 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
20221312.1
20231374.8
20241511.0
20251430.6
Big Data Governance and CrimeCommon problems researchers identify · 04

Big Data Governance and Crime

53 papers

11.0% of this theme group

Works examine regulatory, privacy, and cyber‑crime concerns surrounding large‑scale data processing.

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
2022439.6
2023443.4
2024327.8
2025475.4
Digital Transformation BarriersCommon problems researchers identify · 05

Digital Transformation Barriers

50 papers

10.3% of this theme group

Analyses identify obstacles faced by Indian enterprises adopting 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
2022234.7
2023240.2
2024199.6
2025291.1
Sustainable Cloud Energy ChallengesCommon problems researchers identify · 06

Sustainable Cloud Energy Challenges

46 papers

9.5% of this theme group

Research flags high carbon footprints and seeks greener computing practices.

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
202250.7
202354.9
202446.3
202568.1
Edge‑Cloud Integration LimitsCommon problems researchers identify · 07

Edge‑Cloud Integration Limits

29 papers

6.0% of this theme group

Papers note constraints in extending cloud services to edge devices and GSM evolution.

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
2022341.3
2023347.8
2024290.4
2025353.1

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

Authors caution that scaling cloud systems may amplify security and operating‑system risks.

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
20221689.5
20231633.2
20241275.2
2025985.3
Transformation Impact on OrganizationsCautions · 02

Transformation Impact on Organizations

16 papers

20.0% of this theme group

Studies warn of efficiency gaps and skill gaps when integrating big data and cloud tools.

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
2022308.4
2023313.9
2024277.1
2025419.5
IoT Interoperability RisksCautions · 03

IoT Interoperability Risks

9 papers

11.2% of this theme group

Research highlights compatibility and reliability concerns for precision agriculture and health monitoring.

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
20221295.2
20231362.6
20241503.9
20251421.0
Climate‑Related Cloud UncertaintyCautions · 04

Climate‑Related Cloud Uncertainty

5 papers

6.2% of this theme group

Works caution about atmospheric effects on cloud modeling and monsoon forecasting.

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
202247.3
202351.3
202426.1
202520.6

Opportunities

4,115 papers · 7 recurring themes
7 cards

Swipe or scroll horizontally to browse.

Scalable Cloud AnalyticsOpportunities · 01

Scalable Cloud Analytics

873 papers

21.2% of this theme group

Opportunities focus on improving cloud performance through predictive analytics and system optimization.

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
20221690.5
20231628.4
20241289.9
20251024.7
Blockchain‑Enhanced Cloud PrivacyOpportunities · 02

Blockchain‑Enhanced Cloud Privacy

690 papers

16.8% of this theme group

Papers explore cryptographic and ledger solutions to secure cloud data and transactions.

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
2022700.3
2023721.9
2024551.5
2025640.3
Smart‑City Data PlatformsOpportunities · 03

Smart‑City Data Platforms

626 papers

15.2% of this theme group

Research promotes scalable analytics for urban services, leveraging GPS, AI, and cloud deployment.

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
2022324.3
2023349.5
2024257.3
2025565.8
IoT‑Driven Precision AgricultureOpportunities · 04

IoT‑Driven Precision Agriculture

614 papers

14.9% of this theme group

Studies present cloud‑connected sensor networks for real‑time monitoring and predictive farming.

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
20221273.2
20231335.9
20241478.8
20251358.7
Advanced Cloud SchedulingOpportunities · 05

Advanced Cloud Scheduling

538 papers

13.1% of this theme group

Works propose new algorithms to enhance resource allocation and load balancing in cloud systems.

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
202252.8
202351.5
202435.5
202566.0
AI‑Based Cloud Intrusion DetectionOpportunities · 06

AI‑Based Cloud Intrusion Detection

457 papers

11.1% of this theme group

Papers develop machine‑learning models to identify anomalies and protect cloud infrastructures.

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
2022168.9
2023181.9
2024164.2
2025224.3
Edge‑Cloud Hybrid SolutionsOpportunities · 07

Edge‑Cloud Hybrid Solutions

317 papers

7.7% of this theme group

Research highlights combined edge and cloud architectures for low‑latency IoT applications.

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
2022341.3
2023347.8
2024290.4
2025353.1

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%37.3%
Problem-identifying9.8%9.4%
Descriptive7.7%17.7%
Comparative3.4%4.0%
Cautionary1.6%4.6%
Critical0.2%0.8%

Concerns receiving less research attention

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

Concern / example paperPapersShareRaised as a problemWorldwide share
Privacy & surveillanceSecurity 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 — Bengaluru

Compare demand signals in Bengaluru’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 →

3 Bengaluru demand signals compared with mapped enterprise infrastructure supply
Signal familySignal percentileSupply percentileRelative gapGap (points)Signal share vs prior year
Tech workforce shifts ↗Spending Pressure50.00.0+50.0+29.4%
Cloud & platform build-out ↗Infrastructure Shift25.050.0-25.0—
Open-source momentum ↗Ecosystem Signal50.0100.0-50.0—

Showing all 3 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. Bengaluru 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; Bengaluru is marked.

Visakhapatnam167.2

Cloud & platform build-out · Tech workforce shifts

BengaluruThis page64.7

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

Noida38.7

Tech workforce shifts · Cloud & platform build-out

Chennai33.5

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

Hyderabad28.4

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

Krishna27.9

Cloud & platform build-out · Tech workforce shifts

Pune25.5

Tech workforce shifts · Cloud & platform build-out

Mumbai17.4

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

Ahmedabad17.4

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

Amritsar15.4

Tech workforce shifts

Agra8.8

Tech workforce shifts · Open-source momentum

Thiruvananthapuram7.8

Tech workforce shifts · Open-source momentum

Inside the leading signals

Open any signal for its quarterly history
SPENDING PRESSURETech workforce shifts+50.0percentile-point gap
THE OPERATING HYPOTHESIS

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

35.35mentions per 10,000 articles+29.4%share change vs prior year

Mapped enterprise infrastructure categories

  • Future Of Work37

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

Quarterly share of Bengaluru coverage

Mentions per 10,000 articles · zero baseline

0122335462024Q3: 212024Q32024Q4: 202024Q42025Q1: 292025Q12025Q2: 282025Q22025Q3: 402025Q32025Q4: 312025Q42026Q1: 302026Q1
View quarterly signal counts
Tech workforce shifts in Bengaluru coverage
QuarterMentionsPer 10,000 articles
2024Q32821.92
2024Q43020.75
2025Q14429.88
2025Q23828.84
2025Q35640.42
2025Q44331.86
2026Q15830.72

Where this signal concentrates in the comparison geography

Noida36.0 / 10,000
Bengaluru35.4 / 10,000
Pune17.6 / 10,000
INFRASTRUCTURE SHIFTCloud & platform build-out-25.0percentile-point gap
THE OPERATING HYPOTHESIS

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

12.95mentions per 10,000 articles

Mapped enterprise infrastructure categories

  • Saas375
  • Low Code Development Platforms43

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

Quarterly share of Bengaluru coverage

Mentions per 10,000 articles · zero baseline

081624322024Q3: 72024Q32024Q4: 62024Q42025Q1: 122025Q12025Q2: 32025Q22025Q3: 52025Q32025Q4: 282025Q42026Q1: 112026Q1
View quarterly signal counts
Cloud & platform build-out in Bengaluru coverage
QuarterMentionsPer 10,000 articles
2024Q3107.83
2024Q496.22
2025Q11812.22
2025Q253.8
2025Q385.77
2025Q43828.15
2026Q12211.65

Where this signal concentrates in the comparison geography

Visakhapatnam164.5 / 10,000
Chennai14.8 / 10,000
ECOSYSTEM SIGNALOpen-source momentum-50.0percentile-point gap
THE OPERATING HYPOTHESIS

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

16.43mentions per 10,000 articles

Mapped enterprise infrastructure categories

  • Enterprise Software517
  • Deep Tech65

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

Quarterly share of Bengaluru coverage

Mentions per 10,000 articles · zero baseline

0122537502024Q3: 02024Q32024Q4: 22024Q42025Q1: 22025Q12025Q2: 32025Q22025Q3: 32025Q32025Q4: 42025Q42026Q1: 432026Q1
View quarterly signal counts
Open-source momentum in Bengaluru coverage
QuarterMentionsPer 10,000 articles
2024Q300.0
2024Q432.07
2025Q142.72
2025Q243.04
2025Q353.61
2025Q464.45
2026Q18243.43

Where this signal concentrates in the comparison geography

Bengaluru16.4 / 10,000
Hyderabad2.8 / 10,000
RESEARCH & CHANGING CONVERSATIONS

Related research and changing coverage

Bengaluru 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.

UNDERSTAND THE LANDSCAPE

Enterprise Infrastructure in Bengaluru: key questions

Clear definitions for making better comparisons.

What does this landscape measure?

It measures the tracked company ecosystem, recorded funding, hiring and other available evidence. It is not a market-size estimate.

Can segment counts be added together?

No. A company can belong to several segments, so segment counts and funding can overlap.

What does a missing figure mean?

A dash or unavailable panel means the current reviewed source snapshot does not support that figure.

KEEP EXPLORING

Put Bengaluru in context

All landscapes ↗

Company ecosystem snapshot: 1 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