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
school and campus software industry,
in focus.

The companies, capital and talent shaping school and campus software in India. Find the leaders. Understand the segments. See where the activity is.

Snapshot: Funding in USD
Illustrated cover for School and Campus Software Industry Landscape of India
IN
COMPANIES · CAPITAL · TALENT

An industry ecosystem,
measured in context.

School and Campus Software illustration
MEET THE COMPANIES

Explore India’s school and campus software leaders

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

Expand panel +
School and Campus Software company highlights in India, snapshot 30 August 2026
Company
Classplusclassplusapp.com$247.05M376Financial figure available in RadarView in Radar
LEAD Schoolleadschool.in$196.15M1,129$36.82MFYFY2025 filing
Educompeducomp.com$124.93M30
Teachmintteachmint.com$118.35M214
Univo Educationunivo.education$76M1,057Financial figure available in RadarView in Radar
Next Educationnexteducation.in$73.16M705$13.64MFYFY2025 filing
Exxatexxat.com$45M201
Uolouolo.com$41.21M400
Tidetidelearning.com7 roles
GrayQuestgrayquest.com6 roles283
YaClassyaclass.in6 roles52
Educaseeducase.io5 roles
Edunext Technologiesedunexttechnologies.com5 roles13$2.82MFYFY2025 filing
Merittomeritto.com5 roles267
TagMangotagmango.com5 roles14
upEducatorsupeducators.com5 roles
Anthemgetanthem.co2
Ediqueedique.in2,093Financial figure available in RadarView in Radar
Eupheus Learningeupheus.in328Financial figure available in RadarView in Radar
Excelsoftexcelsoftcorp.com705Financial figure available in RadarView in Radar
Infinity Infowayinfinityinfoway.com52$1.38MFYFY2025 filing
LEO 1leo1.in64
Mindlogicxmindlogicx.com375
NoPaperFormsnopaperforms.com72
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

School and Campus Software industry KPIs in India

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

30 August 2026
Hiring participation7.7%

181 of 2,337 tracked companies have open roles.

Funding participation8.5%

199 of 2,337 tracked companies have a recorded round.

Top 3 funding share42.2%

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

Median disclosed round$262.73K

Midpoint of 353 rounds with a disclosed amount.

Scale is concentrated. Opportunity is broader. The three largest funding recipients hold 42.2% of disclosed capital, while 91.5% of tracked companies have no recorded funding round.

Explore the segments →
CAPITAL & COMPANY FORMATION

How India school and campus software 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 school and campus software
$0$133.79M$267.58M$401.37M$535.16M2016: $10.41M20162017: $9.03M20172018: $21.02M20182019: $27.57M20192020: $80.23M20202021: $263.81M20212022: $469.44M20222023: $29.44M20232024: $57.72M20242025: $25.32M2025
View the numbers
Annual school and campus software funding and company formation in India
YearFunding (USD)FoundedRaising
2016$10.41M15531
2017$9.03M14022
2018$21.02M14530
2019$27.57M14726
2020$80.23M15833
2021$263.81M16648
2022$469.44M15650
2023$29.44M14025
2024$57.72M12521
2025$25.32M5210
WHERE CAPITAL SITS

Funding concentration

Share of all disclosed company funding.

  • Classplus18.4%
  • LEAD School14.6%
  • Educomp9.3%
  • Other companies57.8%

Funding by stage

419 recorded rounds since 2016

NUMBER OF ROUNDS
Seed & Angel322 76.8%
Series A–B56 13.4%
Series C+ / PE18 4.3%
Grants, debt & other23 5.5%

Recent recorded rounds

Latest recorded rounds · USD
2 rounds

Swipe or scroll horizontally to browse.

Largest and notable recorded rounds

Each card is one recorded round
10 cards

Swipe or scroll horizontally to browse.

Series B04/2022
LEO 1leo1.in$31M

Backed by QED Investors and Aavishkaar Capital 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 · 559 reporting entities from 753 eligible matches.

Revenue in covered accounts₹6,879.2 crore

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

Net profit / loss₹-72.4 crore

Combined result for the same cohort.

Aggregate net margin-1.1%

Combined net income ÷ combined revenue.

Median company revenue₹1.0 crore

The middle covered reporting entity.

Profitable entities+52.4%

293 of 559 covered entities.

Top-five concentration+27.5%

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 · 559 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.

559 reporting entities
Continue your financial research in Radar

Explore full company accounts and filings.

View financials in Radar ↗
INDIA · INDUSTRY COHORTS

How does school and campus software 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

31 of the 2,337 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 181,649 visits.

CompanyMonthly visitsAuthorityMobile
Cosmofeedcosmofeed.com2,250,5492888.3%
Mettlmettl.com1,070,7074544.8%
TagMangotagmango.com823,1363491.6%
Teachmintteachmint.com548,8224967.4%
HSS Reporterhssreporter.com500,4071597.2%
POD.aipod.ai495,9653454.1%
NoPaperFormsnopaperforms.com495,1803985.6%
Exlyexlyapp.com328,8453475.3%
Assess Prepassessprep.com307,076360.8%
OFF Stepoffstep.com286,7362623%

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

Most-installed apps

615 of these companies (26.3%) publish at least one Android app — 40,891 apps in all, carrying 161.9M 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
K-12 Edtech39,424153.3MTeachmint AI Online Teaching 20.2M
Continued Learning32,71062.6MGYAN BINDU G.S ACADEMY PATNA 2.2M
Enterprise Resource Planning5,14543.9MCampusCare 3.7M
Higher Education Tech1,80942.5MJai Bharat Online Classes 1.2M
Pre-K Edtech1836.7MCampusCare 10x 983K
Assistive Tech114.1MAutiSpark: Kids Autism Games 3.9M
Freelancer It113MCosmofeed 579.4K
Hrtech331.9MSuperset 929K

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: 31072023Q2: 3062023Q22023Q3: 27602023Q3: 5322023Q32023Q4: 13322023Q4: 4362023Q42024Q1: 27522024Q1: 3442024Q12024Q2: 5692024Q2: 4242024Q22024Q3: 3642024Q3: 7342024Q32024Q4: 2322024Q4: 4112024Q42025Q1: 3282025Q1: 75312025Q12025Q2: 3902025Q2: 11822025Q22025Q3: 1852025Q3: 30942025Q32025Q4: 1712025Q4: 47562025Q42026Q1: 3142026Q1: 15572026Q1

Darker bars are new releases, lighter bars apps updated. 38,016 of 40,891 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 school and campus software market map

Explore the segments behind the headline numbers.

Expand panel +

Where companies are building

Rank segments by scale, hiring or disclosed funding.

Edtech2,308
Enterprise tech2,003
Enterprise software1,385
Saas1,263
Edtech saas1,257
Consumer digital695
Loneliness economy112
Hr saas42
Zoom for virtual classrooms36
Shopify for online schools36
Fintech33
Corporate learning33

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

SEGMENT TO EXPLORE

Edtech

The largest measured segment in this report snapshot.

2308companies
7.8%have hiring activity

179 companies hiring · $1.34B disclosed funding

Explore in Radar

How companies make money

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

Subscription2,069
Advertising153
Fee-for-service153
Commission on transaction135
E-commerce - service118
E-commerce - product67
Physical commerce23
Freemium20
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
IPO activitynopaperforms.com ↗

NoPaperForms, a SaaS-based enrolment automation platform backed by Infoedge, also received SEBI's clearance after filing its papers through the confidential route, though the issue size has not been disclosed.

Funding roundsnewron.in ↗

Newron ended FY25 with gross cash and cash equivalents of €28.9m, which was bolstered post‑period with the €38m equity raise (€15m received to date and a further €11m committed by November 2026).

Funding roundsuolo.com ↗

Indian education technology company Uolo has secured $7 million (approximately ₹63 crore) in a pre-Series B funding round, signalling sustained investor interest in edtech despite broader macroeconomic pressure on the sector, according to multiple industry reports.

IPO activityexcelsoftcorp.com ↗

The stock opened at Rs 135 per share on both the NSE and BSE, marking a 12.5% premium over its IPO price of Rs 120.

IPO activityinfinityinfoway.com ↗

The ₹24.42-cr IPO saw massive subscription of 277 times, driven by strong retail participation.

Funding roundsvaave.com ↗

Hyderabad-based startup Vaave has secured ₹6.6 crore in its first major external funding round.

Mergers & acquisitionsiamneo.ai ↗

12 months ago Skills and talent development corporation NIIT has acquired a 70 per cent stake in iamneo, a deep skilling technology training solutions provider, for a consideration of ₹61.3 crore.

Leadership movesgetanthem.co ↗

Anthem is growing its team with two new hires, welcoming Charis Wood as Account Director and Seren Cameron as Senior Account Executive to boost support for its expanding mix of clients.

Leadership movesroombr.com ↗

Roombr, an AI-powered Digital Classroom platform transforming learning outcomes in Tier-two and Tier-three India earlier this year appointed Fayyaz Hussain as Chief Growth Officer (CGO) to accelerate expansion and lead global growth and fundraising initiatives.

Earningsedvi.app ↗

EDVI's sole operations since inception consisted of start-up costs and one-time transaction expenses, including a net loss of $0.2 million in Q3 2025.

Full recorded event mix

Top 9 categories among 87 recorded events in the 24-month window.

IPO activity
32
Funding rounds
20
Earnings
14
Leadership moves
8
Mergers & acquisitions
4
Capital infusions
3
Contracts
3
Lawsuit
2
Job creation
1
5 activity cards

Swipe or scroll horizontally to browse.

Leadership moves

5 tracked people moves

Excelsoft ↗
Doreswamy Palaniswamy

Appointment Chief Executive Officer

Anthem ↗
Charis Wood

Appointment Account Director

Anthem ↗
Seren Cameron

Appointment Senior Account Executive

Roombr ↗
Fayyaz Hussain

Appointment Chief Growth Officer

Contract wins

3 recorded customer wins

Customer: Knowledge Consortium of GujaratTechnology

Customer: The Education Committee of Shri Maheshwari SamajEducation

Workforce actions

1 companies with reported reductions

Teachmint ↗

Scale not stated roles

Litigation

3 tracked suits

Company
Blue Cross Blue Shield, anthem v Ga. Co.

trademark infringementCivil · Filed

Company
u.s. department of justice, State Attorneys General v anthem, cigna

antitrust merger challengeRegulatory · Ongoing

Earnings pulse

Reported company results in the recorded window.

8companies
14period observations
14.0%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
AnthemcignaRumored2026-01-01Not stated in snapshot
cignaAnthem ↗Terminated2025-08-09Not stated in snapshot
NIIT Limitediamneo.ai ↗Announced2025-04-18Not stated in snapshot
saltireAnthem ↗Announced2024-12-02Not stated in snapshot
Ebix Inc.Educomp ↗Pending2024-04-25Not stated in snapshot
havasTED Consulting ↗Announced2024-04-11Not stated in snapshot

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

PEOPLE & OPPORTUNITY

The talent market

525 postings in the preceding 12 months. The full 722-posting snapshot covers 161 employers.

Expand panel +

Most advertised job titles

Lead Data Engineer(Snowflake/Dbt)7
Business Development Specialist6
Staff Product Security Engineer6
Jodo Ambassador5
Senior Platform Security Engineer5
Staff Data Engineer4
9 internship postings

18 tracked postings mention remote work.

The seniority mix

343 postings specify a level.

unspecified
379
senior
122
manager
112
lead
61
intern
34
entry
14

Skills employers mention

Top skills across 722 tracked postings in the available jobs snapshot.

Python
60
Communication Skills
52
Aws
51
Javascript
50
Java
47
Sales
37
Sql
37
Excel
31
Communication
30
Stakeholder Management
27
ADVERTISED PAY$15.0K/ year

Median across 119 postings with pay data, expressed in USD.

Salary by seniority

senior$15.0K/ year36 postings

Advertised posting medians do not describe all employees or roles.

THE PEOPLE BUILDING THE FIELD

Founders and leaders

1,427 founders and chief executives across 1,070 companies.

Expand panel +
12 profiles

Swipe or scroll horizontally to browse.

Education networks

192 profiles with education records.

BITS Pilani
26
IIT Bombay
22
IIT Delhi
22
IIT Kanpur
15
IIT Madras
12
IIT Kharagpur
11
IIM Ahmedabad
10
IIM Bangalore
10

Prior employers

35 profiles with prior-work records.

Microsoft
11
Amazon
6
Intel
4
McKinsey
3
Morgan Stanley
2
Flipkart
2
Google
2
Zoho
2

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

NEWS INTELLIGENCE

How this industry appears in the news

56,493 articles in the measured 12-month window.

Expand panel +
56,493articles in the measured year
17,009articles in 2026Q1
82.9%positive tone in the latest complete year

News volume trends

School and Campus Software coverage across India · articles per complete quarter

04,8909,78014,67019,5602021Q2: 7,4482021Q22021Q3: 11,6702021Q4: 7,8682022Q1: 9,6292022Q2: 9,5162022Q22022Q3: 12,7832022Q4: 12,1912023Q1: 12,5052023Q2: 12,3892023Q22023Q3: 13,5202023Q4: 11,8662024Q1: 12,9782024Q2: 12,3142024Q22024Q3: 13,9682024Q4: 12,9542025Q1: 16,1552025Q2: 11,6352025Q22025Q3: 15,4312025Q4: 12,4192026Q1: 17,0092026Q1
View quarterly article counts
QuarterArticles
2021Q27,448
2021Q311,670
2021Q47,868
2022Q19,629
2022Q29,516
2022Q312,783
2022Q412,191
2023Q112,505
2023Q212,389
2023Q313,520
2023Q411,866
2024Q112,978
2024Q212,314
2024Q313,968
2024Q412,954
2025Q116,155
2025Q211,635
2025Q315,431
2025Q412,419
2026Q117,009

Article volume measures coverage, not market sales.

Tone of coverage over time

2021
23,687 positive · 215 neutral · 4,830 negative
2022
36,097 positive · 362 neutral · 7,631 negative
2023
40,457 positive · 284 neutral · 9,511 negative
2024
42,821 positive · 509 neutral · 8,851 negative
2025
46,123 positive · 351 neutral · 9,137 negative

Leading coverage topics

School and Campus Software coverage across India · ranked by full-period article count.

Latest Gadgets And Consumer Electronics9,991 articles in the full recorded period
2,492 recent · 2,242 prior
Artificial Intelligence Advancements9,305 articles in the full recorded period
4,035 recent · 2,448 prior
Mobile Operating Systems7,806 articles in the full recorded period
2,071 recent · 1,797 prior
5G Network Infrastructure5,030 articles in the full recorded period
931 recent · 844 prior
New Product Launches And Innovations4,242 articles in the full recorded period
1,488 recent · 980 prior
Strategic Partnerships And Collaborations3,278 articles in the full recorded period
1,190 recent · 686 prior
Mobile Phone Market Segmentation3,255 articles in the full recorded period
862 recent · 691 prior
Technology Adoption And Digital Transformation3,160 articles in the full recorded period
1,186 recent · 727 prior
Mobile Phone Connectivity Standards (5G, Lte)3,147 articles in the full recorded period
625 recent · 598 prior
Global Market Entry Strategies2,752 articles in the full recorded period
785 recent · 585 prior

Recent and prior counts use the source comparison windows.

Topics gaining and losing attention

School and Campus Software coverage across India

KeywordRecentPriorChange
ai research2,3491,30580%
ai hardware2,0341,41843%
ai frameworks1,50381485%
responsible ai92346997%
ai regulation compliance79348165%
technology initiatives71339680%
cloud infrastructure484214126%
emerging tech governance33323045%
tech-enhanced pedagogy22713568%
chip manufacturing19013442%
online diplomas4307-99%
online degrees4307-99%
accredited online programs4307-99%
online certifications4305-99%
master franchising1303-100%

Event and signal lenses

School and Campus Software coverage across India

All complete annual cohorts shown
Rising

Regulatory Risk

59,249 classified articles

ai regulation compliance, responsible ai, ai research

65.9% critical · 48.7% positive
Flat

Funding Momentum

13,390 classified articles

funding announcement, neural network ventures, ai infrastructure financing

60.0% critical · 60.6% positive
Rising

Growth

30,066 classified articles

5g rollout, business smartphone, ai research

48.8% critical · 66.9% positive

School and Campus Software coverage across India. Topic labels describe recorded classifications and can include broad context.

RESEARCH SIGNALS

What School and Campus Software research is working on

2,453 papers in the recorded india scope.

Expand panel +
2,453papers
53,436worldwide comparison pool
2,453India-affiliated papers

Research orientation

Promising
1,123
Breakthrough
442
Problem-identifying
380
Descriptive
237
Cautionary
196
Comparative
64
Critical
11

Contribution mix

Empirical
942
Methods-led
760
Reviews
472
Position pieces
259
Theoretical
20

Tone counts: 2,390 positive · 5 neutral · 58 negative.

Common problems researchers identify
391 papers · 15.9% of this field
  • Educational technology80 papers
  • Higher education54 papers
  • Curriculum37 papers
  • Information and Communications Technology36 papers
  • Digital learning31 papers
  • Information technology30 papers
  • Technology integration29 papers
  • Blended learning26 papers

Landmark: Online Learning: A Panacea in the Time of COVID-19 Crisis

Cautions
196 papers · 8.0% of this field
  • Transformative learning48 papers
  • Educational technology46 papers
  • Higher education38 papers
  • Personalized learning21 papers
  • Applications of artificial intelligence21 papers
  • Digital learning18 papers
  • Curriculum16 papers
  • Learning analytics15 papers

Landmark: A Global Classroom? Evaluating the Effectiveness of Global Virtual Collaboration as a Teaching Tool in Management Education

Opportunities
1,565 papers · 63.8% of this field
  • Educational technology217 papers
  • Personalized learning175 papers
  • Learning analytics159 papers
  • Analytics141 papers
  • Transformative learning141 papers
  • Adaptive learning116 papers
  • Curriculum108 papers
  • Scalability103 papers

Landmark: Students’ Perception towards E-Learning during COVID-19 Pandemic in India: An Empirical Study

Leading institutions

University of Delhi
4,943
University of Petroleum and Energy Studies
531
Narsee Monjee Institute of Management Studies
529
Jamia Millia Islamia
508
Lovely Professional University
490
Maharshi Dayanand University
360

Leading researchers

Shivangi Dhawan
4,931
Mohammed Arshad Khan
367
Vivek Vivek
367
Mohammed Kamalun Nabi
367
Maysoon Khojah
367
Muhammad Tahir
367
Monika Hooda
359
Chhavi Rana
359

Highly cited breakthrough-labelled papers

  • Metaverse: A Potential Virtual-Physical Ecosystem for Innovative Blended Education and Training71 citations
  • LEARNING MANAGEMENT SYSTEM20 citations
  • Deep Learning-Enabled Human Resource Analytics in Predicting Employee Performance18 citations
  • LSTM-SHAP based academic performance prediction for disabled learners in virtual learning environments: a statistical analysis approach15 citations
  • Holistic Education Redefined: Integrating STEM with Arts, Environment, Spirituality, and Sports through the Seven-Factor/Saptha-Mukhi Student Developm13 citations

Common problems researchers identify

302 papers · 6 recurring themes
6 cards

Swipe or scroll horizontally to browse.

ICT Integration ChallengesCommon problems researchers identify · 01

ICT Integration Challenges

65 papers

21.5% of this theme group

Researchers highlight obstacles teachers face when embedding information and communications technology into school curricula.

Information and Communications Technology (25) · Information technology (16) · Technology integration (19) · Educational technology (29)

Enhancing ICT Integration: Addressing Teachers’ Perspectives and Institutional Challenges in Schools

Re-examining Technology Integration in Education: Cognitive Foundations, Pedagogical Implications, and Contextual Constraints

View research history
YearShare index
2022703.6
2023721.4
2024742.9
2025731.5
Digital Learning TransformationCommon problems researchers identify · 02

Digital Learning Transformation

62 papers

20.5% of this theme group

Papers discuss how digital shifts reshape learning pathways and lifelong education experiences.

Digital learning (21) · Digital transformation (11) · Transformative learning (10) · Lifelong learning (7)

Transforming Education in the Digital Era: Innovation, Equity, and Global Perspectives

Online Learning and its Transformative Impact on Digital Learning in Higher Education Institutions

View research history
YearShare index
2022122.1
2023147.6
2024183.0
2025329.0
AI in Curriculum DesignCommon problems researchers identify · 03

AI in Curriculum Design

53 papers

17.5% of this theme group

Studies examine artificial intelligence applications for adaptive curricula and predictive teaching analytics.

Curriculum (14) · Generative grammar (6) · Applications of artificial intelligence (5) · Adaptive learning (6)

Artificial Intelligence In Education: A Systematic Review Of Applications, Machine Learning Frameworks, And Predictive Analytics For Quality

Artificial Intelligence and Evaluation in the Teaching-Learning Process: Emerging Paradigms and Directions

View research history
YearShare index
20221035.1
20231107.4
2024966.9
20251083.1
Blended and Flipped ModelsCommon problems researchers identify · 04

Blended and Flipped Models

51 papers

16.9% of this theme group

Research explores blended learning, flipped classrooms, and immersive technologies for improving student outcomes.

Blended learning (18) · Flipped classroom (10) · Educational technology (14) · Virtual reality (4)

Transformation of Quality Education Through E-Learning for Sustainable Development

Enhancing Student Learning Through Flipped Classroom

View research history
YearShare index
2022192.3
2023183.6
2024176.7
2025225.3
Pandemic Online LearningCommon problems researchers identify · 05

Pandemic Online Learning

38 papers

12.6% of this theme group

Works assess how COVID‑19 forced rapid adoption of online and electronic learning environments.

Coronavirus disease 2019 (8) · Pandemic (8) · Online learning (8) · Electronic learning (4)

Perception towards online/blended learning at the time of Covid-19 pandemic: an academic analytics in the Indian context

Online Teaching-Learning in Medical Education: A Multicentric CrossSectional Study on Perception and Challenges of Teachers and Students dur

View research history
YearShare index
2022481.1
2023327.7
2024172.2
202596.5
Learning Analytics ConcernsCommon problems researchers identify · 06

Learning Analytics Concerns

33 papers

10.9% of this theme group

Authors investigate big‑data approaches to track learning and their impact on student well‑being.

Analytics (21) · Learning analytics (18) · Big data (5) · Data analysis (4)

Exploring the Efficacy of Adaptive Learning Platforms Enhanced by Artificial Intelligence

Predictive Analytics in Education: Modeling the Complex Relationship Between Learning Modalities and Student Well-being

View research history
YearShare index
202289.8
202383.9
202463.2
202582.1

Cautions

138 papers · 4 recurring themes
4 cards

Swipe or scroll horizontally to browse.

AI Personalization RisksCautions · 01

AI Personalization Risks

42 papers

30.4% of this theme group

Cautions are raised about ethical and practical challenges of AI‑driven personalized learning.

Applications of artificial intelligence (14) · Transformative learning (14) · Personalized learning (9) · Adaptive learning (6)

Role of Artificial Intelligence in Education

USE OF AI TOOLS IN TEACHING AND LEARNING: OPPORTUNITIES AND CHALLENGES

View research history
YearShare index
202241.8
202364.4
202493.3
2025166.5
Technology Integration GapsCautions · 02

Technology Integration Gaps

37 papers

26.8% of this theme group

Studies warn of disparities in teachers’ readiness and access to educational technology.

Technology integration (10) · Information and Communications Technology (7) · Educational technology (15) · Information technology (5)

Closing the divide: Exploring higher education teachers’ perspectives on educational technology

Impact of various Educational Technology on Students

View research history
YearShare index
2022382.4
2023370.3
2024343.0
2025408.7
Analytics and Cognition LimitsCautions · 03

Analytics and Cognition Limits

30 papers

21.7% of this theme group

Research cautions that learning analytics may oversimplify complex cognitive processes.

Learning analytics (7) · Cognition (4) · Higher education (9) · Transformative learning (8)

Adaptive Learning Systems: Harnessing AI to Personalize Educational Outcomes

AI-Driven Personalized Learning: Enhancing Student Engagement and Academic Performance

View research history
YearShare index
20222322.2
20232302.5
20242210.7
20252511.4
Social Media Mental HealthCautions · 04

Social Media Mental Health

29 papers

21.0% of this theme group

Papers highlight potential psychological impacts of digital collaboration and social media use in education.

Social media (4) · Mental health (3) · Perception (4) · Psychological intervention (3)

A Global Classroom? Evaluating the Effectiveness of Global Virtual Collaboration as a Teaching Tool in Management Education

Acceptance and Use of Digital Technology by Teachers for Improving Learning Outcomes: A Study on Secondary Schools in Bihar, India

View research history
YearShare index
20222573.0
20232525.5
20242382.4
20252561.2

Opportunities

1,296 papers · 7 recurring themes
7 cards

Swipe or scroll horizontally to browse.

AI‑Enhanced TeachingOpportunities · 01

AI‑Enhanced Teaching

223 papers

17.2% of this theme group

Opportunities focus on leveraging artificial intelligence to boost instructional effectiveness and learner engagement.

Transformative learning (42) · Applications of artificial intelligence (19) · Educational technology (43) · Generative grammar (19)

AI in Education and Enhances Learning

Empowering Tomorrow’s Educators: Utilization of AI to Enhance Teaching Effectiveness through Learner Engagement in Formal Learning

View research history
YearShare index
2022194.6
2023204.0
2024219.2
2025307.7
Reinforcement Learning SystemsOpportunities · 02

Reinforcement Learning Systems

201 papers

15.5% of this theme group

Research points to adaptive, scalable solutions built on reinforcement learning for robust educational applications.

Reinforcement learning (61) · Robustness (20) · Intrusion detection system (17) · Scalability (35)

Development of Intelligent, Adaptive, and Dynamic Systems Via the Investigation of Novel Machine Learning Algorithms

Reinforcement Learning for Adaptive AI Systems

View research history
YearShare index
202238.0
202340.7
202427.8
202544.7
Predictive Student PerformanceOpportunities · 03

Predictive Student Performance

194 papers

15.0% of this theme group

Studies propose machine‑learning models to forecast achievement and support active learning strategies.

Cognition (21) · Student engagement (18) · Metacognition (10) · Upload (9)

Enhancing Student Achievement through Active Learning and Predictive Modelling using Machine Learning Algorithms

Student Academic Performance Prediction using Ensemble Learning Models

View research history
YearShare index
20222090.7
20232067.4
20242024.7
20252280.9
Digital Pedagogy TransformationOpportunities · 04

Digital Pedagogy Transformation

192 papers

14.8% of this theme group

Works explore how technology integration reshapes higher‑education teaching practices and faculty development.

Information and Communications Technology (24) · Technology integration (30) · Educational technology (60) · Digital transformation (18)

Revolutionizing pedagogy: navigating the integration of technology in higher education for teacher learning and performance enhancement

Tech-Driven Transformation in Teacher Education: Issues, Innovations, and Implications

View research history
YearShare index
2022382.4
2023370.3
2024343.0
2025408.7
Immersive Blended LearningOpportunities · 05

Immersive Blended Learning

189 papers

14.6% of this theme group

Papers highlight virtual and augmented reality as catalysts for experiential and flexible blended education.

Blended learning (60) · Virtual reality (31) · Experiential learning (41) · Flipped classroom (21)

Augmented Reality:Transforming Learning Landscapes in Education

THE ENRICHED VIRTUAL MODEL: REVOLUTIONISING BLENDED LEARNING FOR PERSONALISED, FLEXIBLE EDUCATION

View research history
YearShare index
2022248.1
2023244.8
2024223.3
2025294.4
Generative AI PersonalizationOpportunities · 06

Generative AI Personalization

179 papers

13.8% of this theme group

Research emphasizes generative models for tailoring content and adapting learning pathways to individual needs.

Personalized learning (104) · Adaptive learning (66) · Personalization (38) · Generative grammar (17)

AI-Augmented Adaptive Learning Systems in Education for Enhancing Student Engagement Through Personalized Content Recommendation

Adaptive Learning Systems Powered by Generative AI and Large Language Models: A Comprehensive Review of Personalized Education

View research history
YearShare index
202223.0
202328.0
202434.7
202557.2
Data‑Driven Educational InsightsOpportunities · 07

Data‑Driven Educational Insights

118 papers

9.1% of this theme group

Studies showcase predictive analytics to inform decision‑making and improve student outcomes.

Analytics (97) · Learning analytics (87) · Predictive analytics (31) · Data analysis (15)

Comparative Analysis of Machine Learning Models in Predicting Academic Outcomes: Insights and Implications for Educational Data Analytics

Data Analytics in Education: Enhancing Student Learning Outcomes

View research history
YearShare index
202235.7
202337.7
202431.1
202541.5

How this field compares with the research baseline

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

Research orientationThis fieldReference sample
Promising45.8%37.3%
Breakthrough18.0%26.6%
Problem-identifying15.5%9.5%
Descriptive9.7%17.6%
Cautionary8.0%4.3%
Comparative2.6%3.9%
Critical0.4%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 & surveillancePrivacy Protection in Learning Management Systems' Mobile Technology-Based Learning Analytics80.41%3 (37.5%)0.24%
Safety & misuseDeepfake Technology Development and How It Affects Higher Education30.15%3 (100.0%)0.1%
Concentration of compute powerStudent-Centric Ed-Commerce Platforms: A Case Study on NoteFolio for Democratizing Academic Content Access10.05%0 (0.0%)0.02%
Energy & datacenter footprint00.0%0 (%)0.01%
Water use00.0%0 (%)0.0%
Carbon & emissions of compute00.0%0 (%)0.0%
Hardware, e-waste & supply chain00.0%0 (%)0.0%
Labour & data work00.0%0 (%)0.01%
Bias & fairness00.0%0 (%)0.05%

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 school and campus software 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 →

8 India demand signals compared with mapped school and campus software supply
Signal familySignal percentileSupply percentileRelative gapGap (points)Signal share vs prior year
Curriculum & schools ↗Demand Driver78.60.0+78.6+91.0%
Tech workforce shifts ↗Spending Pressure64.325.0+39.3+99.3%
Data & privacy regulation ↗Compliance Pressure57.150.0+7.1+177.7%
Online learning ↗Channel Shift64.3100.0-35.7+146.3%
Education costs & student debt ↗Spending Pressure21.475.0-53.6+68.3%
Exams & admissions ↗Demand Driver64.3No matching category+77.1%
Skills & vocational training ↗Demand Driver0.0No matching category+61.9%
Layoffs & income shocks ↗Spending Pressure50.0No matching category+77.0%

Showing all 8 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-Do136.3

Data & privacy regulation · Tech workforce shifts · Online learning

Karnataka105.5

Tech workforce shifts · Layoffs & income shocks · Curriculum & schools

Haryana103.4

Exams & admissions · Online learning · Curriculum & schools

Telangana95.3

Education costs & student debt · Online learning · Exams & admissions

Rajasthan79.9

Curriculum & schools · Exams & admissions · Online learning

Andhra Pradesh78.0

Exams & admissions · Online learning · Education costs & student debt

Odisha75.0

Exams & admissions · Curriculum & schools · Online learning

Chandigarh70.4

Online learning · Exams & admissions · Curriculum & schools

Tamil Nadu65.7

Exams & admissions · Curriculum & schools · Online learning

Maharashtra62.2

Tech workforce shifts · Layoffs & income shocks · Online learning

Jharkhand61.4

Curriculum & schools · Online learning · Exams & admissions

Uttar Pradesh59.8

Exams & admissions · Curriculum & schools · Online learning

Inside the leading signals

Open any signal for its quarterly history
DEMAND DRIVERCurriculum & schools+78.6percentile-point gap
THE OPERATING HYPOTHESIS

Curriculum change can pull classroom content and tooling demand behind it.

12.27mentions per 10,000 articles+91.0%share change vs prior year

Mapped school and campus software categories

  • Shopify For Online Schools36

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: 72024Q42025Q1: 72025Q12025Q2: 82025Q22025Q3: 102025Q32025Q4: 112025Q42026Q1: 132026Q1
View quarterly signal counts
Curriculum & schools in India coverage
QuarterMentionsPer 10,000 articles
2024Q32434.76
2024Q43657.21
2025Q13487.42
2025Q23248.59
2025Q351910.76
2025Q444111.86
2026Q164113.58

Where this signal concentrates in the comparison geography

Rajasthan22.9 / 10,000
Haryana22.8 / 10,000
Himachal Pradesh22.3 / 10,000
SPENDING PRESSURETech workforce shifts+39.3percentile-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 school and campus software categories

  • Hr Saas42

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+7.1percentile-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 school and campus software categories

  • Edtech Saas1,257
  • Shopify For Online Schools36

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
CHANNEL SHIFTOnline learning-35.7percentile-point gap
THE OPERATING HYPOTHESIS

Online adoption can migrate learning to platforms faster than institutions adapt.

10.86mentions per 10,000 articles+146.3%share change vs prior year

Mapped school and campus software categories

  • Edtech2,308
  • Edtech Saas1,257
  • Zoom For Virtual Classrooms36
  • Shopify For Online Schools36

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

04711152024Q3: 32024Q32024Q4: 42024Q42025Q1: 52025Q12025Q2: 72025Q22025Q3: 92025Q32025Q4: 102025Q42026Q1: 132026Q1
View quarterly signal counts
Online learning in India coverage
QuarterMentionsPer 10,000 articles
2024Q31963.84
2024Q42064.07
2025Q12415.14
2025Q22767.32
2025Q34399.1
2025Q438210.27
2026Q161413.01

Where this signal concentrates in the comparison geography

Chandigarh29.1 / 10,000
Haryana24.8 / 10,000
Telangana19.2 / 10,000
SPENDING PRESSUREEducation costs & student debt-53.6percentile-point gap
THE OPERATING HYPOTHESIS

Cost pressure can pull demand toward affordable and financed learning paths.

7.95mentions per 10,000 articles+68.3%share change vs prior year

Mapped school and campus software categories

  • Edtech2,308
  • Edtech Saas1,257

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

0257102024Q3: 52024Q32024Q4: 42024Q42025Q1: 42025Q12025Q2: 72025Q22025Q3: 82025Q32025Q4: 72025Q42026Q1: 82026Q1
View quarterly signal counts
Education costs & student debt in India coverage
QuarterMentionsPer 10,000 articles
2024Q32755.39
2024Q42254.44
2025Q12234.75
2025Q22737.24
2025Q34038.36
2025Q42677.18
2026Q13808.05

Where this signal concentrates in the comparison geography

Telangana21.7 / 10,000
Jammu And Kashmir14.2 / 10,000
Andhra Pradesh14.2 / 10,000
DEMAND DRIVERExams & admissionssupply not mapped
THE OPERATING HYPOTHESIS

Exam and admissions pressure can pull prep, tutoring and assessment demand.

12.0mentions per 10,000 articles+77.1%share change vs prior year

Mapped school and campus software categories

This signal has no matching category in the page’s school and campus software market map, so no supply percentile or gap is assigned.

Quarterly share of India coverage

Mentions per 10,000 articles · zero baseline

04813172024Q3: 42024Q32024Q4: 62024Q42025Q1: 82025Q12025Q2: 102025Q22025Q3: 142025Q32025Q4: 112025Q42026Q1: 102026Q1
View quarterly signal counts
Exams & admissions in India coverage
QuarterMentionsPer 10,000 articles
2024Q32384.66
2024Q43236.38
2025Q14038.59
2025Q239310.42
2025Q370614.64
2025Q444011.83
2026Q151610.94

Where this signal concentrates in the comparison geography

Haryana42.1 / 10,000
Odisha30.2 / 10,000
Bihar24.8 / 10,000
DEMAND DRIVERSkills & vocational trainingsupply not mapped
THE OPERATING HYPOTHESIS

Skill gaps can pull vocational and upskilling demand faster than degrees adjust.

1.45mentions per 10,000 articles+61.9%share change vs prior year

Mapped school and campus software categories

This signal has no matching category in the page’s school and campus software market map, so no supply percentile or gap is assigned.

Quarterly share of India coverage

Mentions per 10,000 articles · zero baseline

001122024Q3: 02024Q32024Q4: 02024Q42025Q1: 12025Q12025Q2: 12025Q22025Q3: 12025Q32025Q4: 12025Q42026Q1: 12026Q1
View quarterly signal counts
Skills & vocational training in India coverage
QuarterMentionsPer 10,000 articles
2024Q3410.8
2024Q4330.65
2025Q1721.53
2025Q2571.51
2025Q3811.68
2025Q4431.16
2026Q1661.4

Where this signal concentrates in the comparison geography

Madhya Pradesh2.5 / 10,000
SPENDING PRESSURELayoffs & income shockssupply not mapped
THE OPERATING HYPOTHESIS

Layoff cycles can pull discretionary spend back toward value offerings.

11.25mentions per 10,000 articles+77.0%share change vs prior year

Mapped school and campus software categories

This signal has no matching category in the page’s school and campus software market map, so no supply percentile or gap is assigned.

Quarterly share of India coverage

Mentions per 10,000 articles · zero baseline

04711142024Q3: 72024Q32024Q4: 42024Q42025Q1: 62025Q12025Q2: 92025Q22025Q3: 122025Q32025Q4: 102025Q42026Q1: 82026Q1
View quarterly signal counts
Layoffs & income shocks in India coverage
QuarterMentionsPer 10,000 articles
2024Q33727.29
2024Q42294.52
2025Q13246.91
2025Q23479.2
2025Q359112.25
2025Q438710.41
2026Q14238.96

Where this signal concentrates in the comparison geography

Karnataka21.4 / 10,000
Maharashtra11.3 / 10,000
RESEARCH & CHANGING CONVERSATIONS

Related research and changing coverage

India school and campus software coverage

Expand panel +
RESEARCH CONTEXT · 2022

Personalized education and Artificial Intelligence in the United States, China, and India: A systematic review using a Human-In-The-Loop model

Computers and Education Artificial Intelligence

564 citations in the snapshot

RESEARCH CONTEXT · 2020

Entrepreneurial intention of Indian university students: the role of opportunity recognition and entrepreneurship education

Education + Training

272 citations in the snapshot

RESEARCH CONTEXT · 2019

Adoption of AI-Chatbots to Enhance Student Learning Experience in Higher Education in India

203 citations in the snapshot

RESEARCH CONTEXT · 2018

Impact of farmer education on farm productivity under varying technologies: case of paddy growers in India

Agricultural and Food Economics

198 citations in the snapshot

What is growing in this coverage

India coverage of this page's demand families

KeywordRecent articlesPrior articlesShare change
technology initiatives15542313.3%
undergraduate courses6820280.7%
ai hardware7322271.6%
campus wi-fi6521246.6%
university ratings6422225.8%
cloud infrastructure8429224.4%

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

School and Campus Software 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: 30 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