Radar Landscapes School and Campus Software Landscape of India
School and Campus Software industry in India — illustrated cover for the School and Campus Software Landscape of India
Radar · Industry landscape · India

School and Campus Software Landscape of India

2,337 School and Campus Software companies in India, in one picture: who is hiring, who is raising money, who founded them, where they are based, what the news is about, which skills employers want and where the research is going. Updated August 2026.

2,337companies tracked
$1.3Bdisclosed funding
181hiring right now
87events · 24 months
56,493news articles · 12 months

Who leads School and Campus Software in India

Shows 2,337 Indian school‑software firms, highlighting the top hiring firms (Tide, YaClass, GrayQuest) and best‑funded companies (Classplus, LEAD School, Educomp); 181 are currently hiring and 177 have disclosed funding.

open roles
Hiring now
ranked by live open roles
  1. 01Tide7last posted Aug 2026
  2. 02YaClass6last posted Jun 2026
  3. 03GrayQuest6last posted Aug 2026
  4. 04Meritto5last posted Aug 2026
  5. 05Educase5last posted Aug 2026
  6. 06TagMango5last posted Mar 2026
  7. 07upEducators5last posted Aug 2026
  8. 08Edunext Technologies5last posted Aug 2026
181 companies hiring · 30 posted in the last 30 days
disclosed funding
Most funded
disclosed totals, all rounds
  1. 01Classplus$247MSeries D · Jan 2024
  2. 02LEAD School$196.2MSeries E · Jun 2025
  3. 03Educomp$124.9MPost IPO · Jul 2009
  4. 04Teachmint$118.4MSeries B · Oct 2021
  5. 05Univo Education$76MSeries A · Jul 2022
  6. 06Next Education$73.2MAngel · Mar 2022
  7. 07Exxat$45MSeries C · Jan 2026
  8. 08Uolo$41.2MSeries A · Dec 2025
177 companies with disclosed rounds · $1.3B total
revenue
Revenue leaders
official filings first, else latest snapshot
  1. 01LEAD School$41MFY2025 filing
  2. 02Edique$35.7MFY2025 filing
  3. 03Classplus$35.6MFY2021 filing
  4. 04Excelsoft$31.4MFY2021 filing
  5. 05Univo Education$30.9MFY2024 filing
  6. 06Senses Electronics$19.6MFY2023 filing
  7. 07Next Education$17.2MFY2020 filing
  8. 08Eupheus Learning$12MFY2023 filing
115 companies with a revenue figure
headcount
Largest teams
ranked by tracked headcount
  1. 01Edique2,093tracked employees
  2. 02LEAD School1,129tracked employees
  3. 03Univo Education1,057tracked employees
  4. 04Excelsoft705tracked employees
  5. 05Next Education705tracked employees
  6. 06Uolo400tracked employees
  7. 07Classplus376tracked employees
  8. 08Mindlogicx375tracked employees
78 companies with headcount data
share of events
Share of voice
share of all tracked sector news events, 24 months
  1. 01Excelsoft43.6%99 tracked events
  2. 02GrayQuest8.4%19 tracked events
  3. 03LEO 17.9%18 tracked events
  4. 04Infinity Infoway7.0%16 tracked events
  5. 05Suraasa3.5%8 tracked events
  6. 06Anthem3.1%7 tracked events
  7. 07Uolo3.1%7 tracked events
  8. 08NoPaperForms2.6%6 tracked events
227 tracked events across 27 companies
web reach
Most-used apps
the sites in this sector the web visits most
  1. 01Samarthtop 5ksamarth.edu.in
  2. 02TCS iONtop 10ktcsion.com
  3. 03vmedulifetop 50kvmedulife.com
  4. 04School Canvastop 50kschoolcanvas.com
  5. 05Supersettop 50kjoinsuperset.com
  6. 06UCanApplytop 50kucanapply.com
  7. 07mElimutop 50kmelimu.com
  8. 08Toddletop 50ktoddleapp.com
702 companies here run a site with a measured audience · 170 of them sit inside the web’s top million
articles
In the news
Prism news coverage, last 12 months
  1. 01Excelsoft24articles in the window
  2. 02Wheebox19articles in the window
  3. 03Univo Education15articles in the window
  4. 04Teachmint12articles in the window
  5. 05Classplus12articles in the window
  6. 06Jodo12articles in the window
  7. 07Meritto11articles in the window
  8. 08LEAD School11articles in the window
45 of these companies drew sector coverage in the window
Radar

See all 2,337 School and Campus Software companies in India

Filter by funding, headcount, hiring and location, and export the list.

How the School and Campus Software ecosystem in India grew, 2016–2025

Lists the number of companies founded each year from 2016‑2025, with the highest count of 166 in 2021 and 52 founded in 2025.

Companies founded / year
new School and Campus Software companies in India
2016: 1552017: 1402018: 1452019: 1472020: 1582021: 1662022: 1562023: 1402024: 1252025: 52
20162025
peak 166 in 2021
Companies raising / year
with a disclosed round that year
20162025
peak 50 in 2022
Disclosed funding / year
sum of disclosed rounds (USD)
2016: 10,414,8172017: 9,034,3002018: 21,018,1432019: 27,566,6752020: 80,232,1402021: 263,805,0122022: 469,436,7112023: 29,443,8102024: 57,722,1552025: 25,317,761
20162025
peak $469.4M in 2022

Where School and Campus Software companies in India are based

Bengaluru skyline — School and Campus Software hub in India
Hub 01
Bengaluru
333 School and Campus Software companies
25% of the School and Campus Software companies across these hubs
333companies
$226.7Mdisclosed funding
27hiring now
Photo Wikipedia · Bangalore · CC BY-SA 4.0
Delhi skyline — School and Campus Software hub in India
Hub 02
Delhi
190 School and Campus Software companies
14% of the School and Campus Software companies across these hubs
190companies
$39.4Mdisclosed funding
11hiring now
Photo Wikipedia · Delhi · CC BY-SA 4.0
Hyderabad skyline — School and Campus Software hub in India
Hub 03
Hyderabad
177 School and Campus Software companies
13% of the School and Campus Software companies across these hubs
177companies
$98.9Mdisclosed funding
15hiring now
Photo Wikipedia · Hyderabad · CC BY-SA 4.0
Mumbai skyline — School and Campus Software hub in India
Hub 04
Mumbai
164 School and Campus Software companies
12% of the School and Campus Software companies across these hubs
164companies
$292.5Mdisclosed funding
13hiring now
Photo Wikipedia · Mumbai · CC BY-SA 4.0
Noida skyline — School and Campus Software hub in India
Hub 05
Noida
137 School and Campus Software companies
10% of the School and Campus Software companies across these hubs
137companies
$341.4Mdisclosed funding
23hiring now
Photo Wikipedia · Noida · CC BY-SA 4.0
Pune skyline — School and Campus Software hub in India
Hub 06
Pune
123 School and Campus Software companies
9% of the School and Campus Software companies across these hubs
123companies
$78Mdisclosed funding
15hiring now
Photo Wikipedia · Pune · CC BY-SA 4.0
Chennai skyline — School and Campus Software hub in India
Hub 07
Chennai
118 School and Campus Software companies
9% of the School and Campus Software companies across these hubs
118companies
$13.4Mdisclosed funding
11hiring now
Photo Wikipedia · Chennai · CC BY-SA 4.0
Gurugram skyline — School and Campus Software hub in India
Hub 08
Gurugram
87 School and Campus Software companies
7% of the School and Campus Software companies across these hubs
87companies
$208.3Mdisclosed funding
10hiring now
Photo Wikipedia · Gurgaon · CC BY-SA 4.0

The School and Campus Software market map of India: what these companies actually do

Breaks down product sub‑categories, showing edtech in 2,308 companies and enterprise tech in 2,003, while subscription is the most common revenue model with 2,069 firms.

  • Edtech2,308 companies · $1.3B raised · 179 hiring
  • Enterprise Tech2,003 companies · $1.3B raised · 144 hiring
  • Enterprise Software1,385 companies · $598.5M raised · 87 hiring
  • SaaS1,263 companies · $789.6M raised · 97 hiring
  • Edtech SaaS1,257 companies · $788.1M raised · 96 hiring
  • Consumer Digital695 companies · $457.7M raised · 77 hiring
  • Loneliness Economy112 companies · $8.9M raised · 12 hiring
  • HR SaaS42 companies · $46.8M raised · 3 hiring
  • Zoom for Virtual Classrooms36 companies · $17.4M raised
  • Shopify for Online Schools36 companies · $258.2M raised · 5 hiring
  • Fintech33 companies · $54.8M raised · 2 hiring
  • Corporate Learning33 companies · $38.1M raised · 3 hiring

Monetization

How School and Campus Software companies make money

How many companies earn revenue each way. Plenty use more than one model, so the counts add up to more than the sector.

Subscription2,069
Advertising153
Fee-For-Service153
Commission on Transaction135
E-Commerce - Service118
E-Commerce - Product67
Physical Commerce23
Freemium20

Funding, M&A and the deals moving School and Campus Software in India

IPO 32Funding 20Earnings 14Leadership 8M&A 4Capital 3Contracts 3Lawsuit 2Jobs 1
  • IPONoPaperForms, 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.2026-03-27
  • FundingNewron 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).2026-03-26
  • FundingIndian 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.2025-12-11
  • IPOThe stock opened at Rs 135 per share on both the NSE and BSE, marking a 12.5% premium over its IPO price of Rs 120.2025-11-26
  • IPOThe ₹24.42-cr IPO saw massive subscription of 277 times, driven by strong retail participation.2025-10-08
  • FundingHyderabad-based startup Vaave has secured ₹6.6 crore in its first major external funding round.2025-08-28
  • M&A12 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.2025-04-18
  • LeadershipAnthem 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.2025-12-08
  • LeadershipRoombr, 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.2025-12-01
  • EarningsEDVI'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 2025.2025-11-27

Mergers and acquisitions

Deals from the last 24 months where a School and Campus Software company in India was the buyer or the one bought, newest first. “Undisclosed” means the price was never published — not that the deal was worth nothing.

AcquirerTargetDeal valueStatusDate
AnthemcignaundisclosedRumored2026-01-01
cignaAnthemundisclosedTerminated2025-08-09
NIIT Limitediamneo.aiundisclosedAnnounced2025-04-18
saltireAnthemundisclosedAnnounced2024-12-02
Ebix Inc.EducompundisclosedPending2024-04-25
havasTED ConsultingundisclosedAnnounced2024-04-11

Who is listing, hiring leaders, launching and winning work

Details notable corporate actions such as IPO filings, leadership changes, product launches and contract wins within the sector.

IPO pipeline
4 companies listed or filing · last 24 months
Leadership moves
5 tracked people moves · last 12 months
  • ExcelsoftDoreswamy Palaniswamy · Appointment → Chief Executive OfficerMar 2026
  • AnthemCharis Wood · Appointment → Account DirectorDec 2025
  • AnthemSeren Cameron · Appointment → Senior Account ExecutiveDec 2025
  • RoombrFayyaz Hussain · Appointment → Chief Growth OfficerDec 2025
Earnings pulse
companies reporting results · last 24 months
8 companies reporting14 company-quarters tracked

Half of these companies grew revenue faster than +14.0%, half slower.

Who is building School and Campus Software in India

Founders and chief executives12 of 1,427, from the best-funded companies on this page
Bhaswat Agarwal
Co-Founder
Bhaswat Agarwal

Netaji Subhas Institute of Technology BE 2013

Smita Deorah
Co-Founder & Co-CEO
Smita Deorah

Founder Sparsh, ex-Procter & Gamble, Price Waterhouse Coopers. Narsee Monjee College of Commerce & Economics BCom 1998…

Shantanu Prakash
Co-Founder & CEO
Shantanu Prakash
repeat founder

Founder-Educomp Solutions, Learning Leadership Foundation, Ex- Founder Education Quality Foundation of India. IIM A 1988

Payoj Jain
Co-Founder and CPO
Payoj Jain

Indian Institute of Technology, Delhi Bachelor of Technology (BTech) 2011

Beas Dev
Co-Founder & CEO
Beas Dev

Next Education India, ex-FreshPixel India, PartyGaming. IIT Bombay 1999, London Business School MBA 2009

Vaibhav Bora
Co-Founder
Vaibhav Bora

Exxat, ex-University Of Southern California, ex-Entire India Online, University of Southern California, 2007

Pallav Pandey
Co-Founder & CEO
Pallav Pandey
repeat founder

Co-Founder & CEO Uolo.com, ex-Founder Knowlarity, Viplav Communications, NVIDIA. IIT Kanpur BTech 2000

Naveesh Reddy
Co-Founder & COO
Naveesh Reddy

Ex-Cognizant Technology Solutions. IIT Bombay MTech 2013

Parita Parekh
Co-Founder
Parita Parekh

Brown University BA 2013, Stanford University Graduate School of Education MA 2017

Amit Kapoor
Co-Founder
Amit Kapoor

Ex-Encyclopædia Britannica, AcrossWorld Education, Centum Learning, Palador Pictures. T.A.Pai Management Institute 2004

Rahul Mehta
Co-Founder
Rahul Mehta

Chandan Steel, University of Mumbai, 2008

Atulya Bhat
Co-Founder
Atulya Bhat

Ex-Matrix Partners, Nomura. IIT Madras BTech 2010, HEC Paris MS 2015, IIM Ahmedabad MBA 2015

Where the founders studied
alma mater on record for 192 of 1,427 founders
BITS Pilani26
IIT Bombay22
IIT Delhi22
IIT Kanpur15
IIT Madras12
IIT Kharagpur11
IIM Ahmedabad10
IIM Bangalore10
Where they worked before
a previous employer on record for 35 of 1,427 founders
Microsoft11
Amazon6
Intel4
McKinsey3
Morgan Stanley2
Flipkart2
Google2
Zoho2
Founders flagged as repeat founders
of 1,351 founders with a profile on this page
18
carry a repeat-founder flag
  • flagged as repeat founders18
  • no repeat-founder flag1,333
Women and men among the founders
first names matched for 1,159 of 1,427 founders
15%
of matched founders are women
  • women169
  • men990
Inferred from first names, using 119 million people who state their own gender: a first name counts only where at least 20 of them share it and at least 90% of those share the same gender. The other 268 founders go in neither column.
Radar

Look up the people behind School and Campus Software companies in India

Search founders, executives and operators by company, role and location.

Who funds School and Campus Software in India

Records 419 funding rounds since 2016 from 1,775 investors, with the typical round size around $263 k.

Investor · most active investors since 2016RoundsLedLatest
Blume Venture166Dec 2025
Z4792Jan 2024
LetsVenture83Jan 2024
Indian Angel Network82Oct 2022
SucSEED Indovation74Aug 2023
Wellfound71Apr 2022
Ashish Gupta7Jul 2024
Y Combinator66Feb 2022
100Unicorns65Jun 2024
Manipal Global65Jul 2024
Stage mix · rounds since 2016
Seed & Angel322
Series A–B56
Series C+ / PE18
Grants, debt & other23

The typical round is $263k — half were bigger, half smaller.

The biggest School and Campus Software funding rounds in India

Highlights the largest disclosed round—LEAD School’s $101.5 M Series E—and lists ten other large recent funding events.

Venture round sizes · 2023–2025
<$1M46
$1–10M17
$10–50M0
$50–250M0
>$250M0

63 venture rounds with a disclosed amount in the window.

Fresh cheques · last 6 months

What the news says about School and Campus Software in India

Counts 56,493 news articles in the last year, most frequently covering gadgets, AI advances, mobile OS and 5G infrastructure, with emerging terms like AI research and responsible AI.

News volume
School and Campus Software coverage across India · articles per quarter
2021Q2: 7,4482021Q3: 11,6702021Q4: 7,8682022Q1: 9,6292022Q2: 9,5162022Q3: 12,7832022Q4: 12,1912023Q1: 12,5052023Q2: 12,3892023Q3: 13,5202023Q4: 11,8662024Q1: 12,9782024Q2: 12,3142024Q3: 13,9682024Q4: 12,9542025Q1: 16,1552025Q2: 11,6352025Q3: 15,4312025Q4: 12,4192026Q1: 17,009
2021Q22026Q1
peak 17,009 in 2026Q1 · 56,493 articles in the last 12 tracked months
Tone of coverage
share of articles by dominant sentiment (positive / neutral / negative)
202120232025
Positive-tone share moved 82% → 83%, negative 17% → 16% across 2021–2025.

What the coverage is about

The subjects that dominate School and Campus Software news in India. The arrow shows whether each one is being written about more or less than a year ago.

  • Latest gadgets and consumer electronics9,991▲+11%
  • Artificial intelligence advancements9,305▲+65%
  • Mobile operating systems7,806▲+15%
  • 5g network infrastructure5,030▲+10%
  • New product launches and innovations4,242▲+52%
  • Strategic partnerships and collaborations3,278▲+74%
  • Mobile phone market segmentation3,255▲+25%
  • Technology adoption and digital transformation3,160▲+63%
  • Mobile phone connectivity standards (5g, lte)3,147→+4%
  • Global market entry strategies2,752▲+34%
Most-covered companies · last 12 months

45 School and Campus Software companies here were named in the news over this period.

Prism

Watch School and Campus Software coverage in India as it happens

Prism follows these subjects story by story — which companies are named, what is said about them and how the tone moves.

Momentum

The words getting louder — and quieter

Which terms are showing up in more stories than a year ago, and which are fading. The percentage is the change in how many articles mention them.

ai research+80%ai hardware+43%ai frameworks+85%responsible ai+97%ai regulation compliance+65%technology initiatives+80%cloud infrastructure+126%emerging tech governance+45%tech-enhanced pedagogy+68%chip manufacturing+42%
online diplomas-99%online degrees-99%accredited online programs-99%online certifications-99%master franchising-100%

The pressures the press keeps returning to

Three recurring angles in India School and Campus Software coverage, and whether each is getting more attention year on year (through 2025).

Regulatory Risk ▲ rising
59,249 articles touch this dimension · 65.9% critical tone
20212025
signals: ai regulation compliance, responsible ai, ai research
Funding Momentum → flat
13,390 articles touch this dimension · 60.0% critical tone
20212025
signals: funding announcement, neural network ventures, ai infrastructure financing
Growth ▲ rising
30,066 articles touch this dimension · 48.8% critical tone
20212025
signals: 5g rollout, business smartphone, ai research

School and Campus Software jobs in India: who is hiring and what they ask for

Shows 525 job postings from 161 employers in the past year; top skills include Python, communication, AWS, JavaScript and Java, with a median advertised salary of $15 k per year.

525postings · last 12 months
722postings tracked overall
161employers advertising
$15kmedian advertised salary/yr (n=119)

Demand

The Skills Employers Ask For

What School and Campus Software employers in India put in their job ads. The bar is how many postings ask for it; the arrow shows whether demand grew or shrank against the year before.

  • python60
  • communication skills52
  • aws51
  • javascript50
  • java47
  • sales37
  • sql37
  • excel31
  • communication30
  • stakeholder management27
What level are these roles?
Entry14
Intern34
Senior122
Lead61
Manager112
What they pay, by level
  • Senior$15k/yr (n=36)
Most advertised titles
  • Lead Data Engineer(Snowflake/Dbt)7
  • Business Development Specialist6
  • Staff Product Security Engineer6
  • Jodo Ambassador5
  • Senior Platform Security Engineer5
  • Staff Data Engineer4

57 School and Campus Software-relevant internships in India were advertised over the same 12 months.

What School and Campus Software research in India is working on

Lists 2,453 India‑affiliated academic papers, of which 1,565 identify opportunities, 391 describe common problems, and 196 issue cautions.

How this field talks about itself
India-affiliated School and Campus Software papers (gold) against all published research (grey)
Promising45.8% · 37.3%1.2×
Breakthrough18.0% · 26.6%0.7×
Problem-identifying15.5% · 9.5%1.6×
Descriptive9.7% · 17.6%0.6×
Cautionary8.0% · 4.3%1.9×
Comparative2.6% · 3.9%0.7×
How the work is done
Empirical38.4%
Methods-led31.0%
Reviews19.2%
Position pieces10.6%
Theoretical0.8%
How the research reads

97% positive · 0% neutral · 2% negative, across 2,453 papers.

The institutions doing the work · India
  • University of Delhi5k
  • University of Petroleum and Energy Studies531
  • Narsee Monjee Institute of Management Studies529
  • Jamia Millia Islamia508
  • Lovely Professional University490
  • Maharshi Dayanand University360

ranked by how often their work is cited

Leading researchers · India-affiliated work

Shivangi Dhawan · Mohammed Arshad Khan · Vivek Vivek · Mohammed Kamalun Nabi · Maysoon Khojah · Muhammad Tahir · Monika Hooda · Chhavi Rana

The most-cited breakthroughs
  • Metaverse: A Potential Virtual-Physical Ecosystem for Innovative Blended Education and Training · 71 cites
  • LEARNING MANAGEMENT SYSTEM · 20 cites
  • Deep Learning-Enabled Human Resource Analytics in Predicting Employee Performance · 18 cites
  • LSTM-SHAP based academic performance prediction for disabled learners in virtual learning environments: a statistical analysis approach · 15 cites
  • Holistic Education Redefined: Integrating STEM with Arts, Environment, Spirituality, and Sports through the Seven-Factor/Saptha-Mukhi Student Developm · 13 cites
Common problems researchers identify302 papers · 6 recurring themes
ICT Integration Challenges — Common problems researchers identify
Problems · theme 01
ICT Integration Challenges
65 papers · 21.5% of this block
2022: 704 of every 10,000 papers on this subject2023: 721 of every 10,000 papers on this subject2024: 743 of every 10,000 papers on this subject2025: 732 of every 10,000 papers on this subject2022: 704 of every 10,000 papers on this subject2023: 721 of every 10,000 papers on this subject2024: 743 of every 10,000 papers on this subject2025: 732 of every 10,000 papers on this subject▲ +4% share2022→2025 share of research on this subject
Researchers highlight obstacles teachers face when embedding information and communications technology into school curricula.
Information and Communications Technology · Information technology · Technology integration · Educational technology
“Enhancing ICT Integration: Addressing Teachers’ Perspectives and Institutional Challenges in Schools”
65 of these papers raise it as a problem
Digital Learning Transformation — Common problems researchers identify
Problems · theme 02
Digital Learning Transformation
62 papers · 20.5% of this block
2022: 122 of every 10,000 papers on this subject2023: 148 of every 10,000 papers on this subject2024: 183 of every 10,000 papers on this subject2025: 329 of every 10,000 papers on this subject2022: 122 of every 10,000 papers on this subject2023: 148 of every 10,000 papers on this subject2024: 183 of every 10,000 papers on this subject2025: 329 of every 10,000 papers on this subject▲ +170% share2022→2025 share of research on this subject
Papers discuss how digital shifts reshape learning pathways and lifelong education experiences.
Digital learning · Digital transformation · Transformative learning · Lifelong learning
“Transforming Education in the Digital Era: Innovation, Equity, and Global Perspectives”
62 of these papers raise it as a problem
AI in Curriculum Design — Common problems researchers identify
Problems · theme 03
AI in Curriculum Design
53 papers · 17.5% of this block
2022: 1,035 of every 10,000 papers on this subject2023: 1,107 of every 10,000 papers on this subject2024: 967 of every 10,000 papers on this subject2025: 1,083 of every 10,000 papers on this subject2022: 1,035 of every 10,000 papers on this subject2023: 1,107 of every 10,000 papers on this subject2024: 967 of every 10,000 papers on this subject2025: 1,083 of every 10,000 papers on this subject▲ +5% share2022→2025 share of research on this subject
Studies examine artificial intelligence applications for adaptive curricula and predictive teaching analytics.
Curriculum · Generative grammar · Applications of artificial intelligence · Adaptive learning
“Artificial Intelligence In Education: A Systematic Review Of Applications, Machine Learning Frameworks, And Predictive Analytics For Quality”
53 of these papers raise it as a problem
Blended and Flipped Models — Common problems researchers identify
Problems · theme 04
Blended and Flipped Models
51 papers · 16.9% of this block
2022: 192 of every 10,000 papers on this subject2023: 184 of every 10,000 papers on this subject2024: 177 of every 10,000 papers on this subject2025: 225 of every 10,000 papers on this subject2022: 192 of every 10,000 papers on this subject2023: 184 of every 10,000 papers on this subject2024: 177 of every 10,000 papers on this subject2025: 225 of every 10,000 papers on this subject▲ +17% share2022→2025 share of research on this subject
Research explores blended learning, flipped classrooms, and immersive technologies for improving student outcomes.
Blended learning · Flipped classroom · Educational technology · Virtual reality
“Transformation of Quality Education Through E-Learning for Sustainable Development”
51 of these papers raise it as a problem
Pandemic Online Learning — Common problems researchers identify
Problems · theme 05
Pandemic Online Learning
38 papers · 12.6% of this block
2022: 481 of every 10,000 papers on this subject2023: 328 of every 10,000 papers on this subject2024: 172 of every 10,000 papers on this subject2025: 96 of every 10,000 papers on this subject2022: 481 of every 10,000 papers on this subject2023: 328 of every 10,000 papers on this subject2024: 172 of every 10,000 papers on this subject2025: 96 of every 10,000 papers on this subject▼ -80% share2022→2025 share of research on this subject
Works assess how COVID‑19 forced rapid adoption of online and electronic learning environments.
Coronavirus disease 2019 · Pandemic · Online learning · Electronic learning
“Perception towards online/blended learning at the time of Covid-19 pandemic: an academic analytics in the Indian context”
38 of these papers raise it as a problem
Learning Analytics Concerns — Common problems researchers identify
Problems · theme 06
Learning Analytics Concerns
33 papers · 10.9% of this block
2022: 90 of every 10,000 papers on this subject2023: 84 of every 10,000 papers on this subject2024: 63 of every 10,000 papers on this subject2025: 82 of every 10,000 papers on this subject2022: 90 of every 10,000 papers on this subject2023: 84 of every 10,000 papers on this subject2024: 63 of every 10,000 papers on this subject2025: 82 of every 10,000 papers on this subject▼ -9% share2022→2025 share of research on this subject
Authors investigate big‑data approaches to track learning and their impact on student well‑being.
Analytics · Learning analytics · Big data · Data analysis
“Exploring the Efficacy of Adaptive Learning Platforms Enhanced by Artificial Intelligence”
33 of these papers raise it as a problem
Cautions138 papers · 4 recurring themes
AI Personalization Risks — Cautions
Cautions · theme 01
AI Personalization Risks
42 papers · 30.4% of this block
2022: 42 of every 10,000 papers on this subject2023: 64 of every 10,000 papers on this subject2024: 93 of every 10,000 papers on this subject2025: 166 of every 10,000 papers on this subject2022: 42 of every 10,000 papers on this subject2023: 64 of every 10,000 papers on this subject2024: 93 of every 10,000 papers on this subject2025: 166 of every 10,000 papers on this subject▲ +298% share2022→2025 share of research on this subject
Cautions are raised about ethical and practical challenges of AI‑driven personalized learning.
Applications of artificial intelligence · Transformative learning · Personalized learning · Adaptive learning
“Role of Artificial Intelligence in Education”
42 of these papers raise it as a problem
Technology Integration Gaps — Cautions
Cautions · theme 02
Technology Integration Gaps
37 papers · 26.8% of this block
2022: 382 of every 10,000 papers on this subject2023: 370 of every 10,000 papers on this subject2024: 343 of every 10,000 papers on this subject2025: 409 of every 10,000 papers on this subject2022: 382 of every 10,000 papers on this subject2023: 370 of every 10,000 papers on this subject2024: 343 of every 10,000 papers on this subject2025: 409 of every 10,000 papers on this subject▲ +7% share2022→2025 share of research on this subject
Studies warn of disparities in teachers’ readiness and access to educational technology.
Technology integration · Information and Communications Technology · Educational technology · Information technology
“Closing the divide: Exploring higher education teachers’ perspectives on educational technology”
37 of these papers raise it as a problem
Analytics and Cognition Limits — Cautions
Cautions · theme 03
Analytics and Cognition Limits
30 papers · 21.7% of this block
2022: 2,322 of every 10,000 papers on this subject2023: 2,302 of every 10,000 papers on this subject2024: 2,211 of every 10,000 papers on this subject2025: 2,511 of every 10,000 papers on this subject2022: 2,322 of every 10,000 papers on this subject2023: 2,302 of every 10,000 papers on this subject2024: 2,211 of every 10,000 papers on this subject2025: 2,511 of every 10,000 papers on this subject▲ +8% share2022→2025 share of research on this subject
Research cautions that learning analytics may oversimplify complex cognitive processes.
Learning analytics · Cognition · Higher education · Transformative learning
“Adaptive Learning Systems: Harnessing AI to Personalize Educational Outcomes”
30 of these papers raise it as a problem
Social Media Mental Health — Cautions
Cautions · theme 04
Social Media Mental Health
29 papers · 21.0% of this block
2022: 2,573 of every 10,000 papers on this subject2023: 2,526 of every 10,000 papers on this subject2024: 2,382 of every 10,000 papers on this subject2025: 2,561 of every 10,000 papers on this subject2022: 2,573 of every 10,000 papers on this subject2023: 2,526 of every 10,000 papers on this subject2024: 2,382 of every 10,000 papers on this subject2025: 2,561 of every 10,000 papers on this subject→ -0% share2022→2025 share of research on this subject
Papers highlight potential psychological impacts of digital collaboration and social media use in education.
Social media · Mental health · Perception · Psychological intervention
“A Global Classroom? Evaluating the Effectiveness of Global Virtual Collaboration as a Teaching Tool in Management Education”
29 of these papers raise it as a problem
Opportunities1,296 papers · 7 recurring themes
AI‑Enhanced Teaching — Opportunities
Opportunities · theme 01
AI‑Enhanced Teaching
223 papers · 17.2% of this block
2022: 195 of every 10,000 papers on this subject2023: 204 of every 10,000 papers on this subject2024: 219 of every 10,000 papers on this subject2025: 308 of every 10,000 papers on this subject2022: 195 of every 10,000 papers on this subject2023: 204 of every 10,000 papers on this subject2024: 219 of every 10,000 papers on this subject2025: 308 of every 10,000 papers on this subject▲ +58% share2022→2025 share of research on this subject
Opportunities focus on leveraging artificial intelligence to boost instructional effectiveness and learner engagement.
Transformative learning · Applications of artificial intelligence · Educational technology · Generative grammar
“AI in Education and Enhances Learning”
Reinforcement Learning Systems — Opportunities
Opportunities · theme 02
Reinforcement Learning Systems
201 papers · 15.5% of this block
2022: 38 of every 10,000 papers on this subject2023: 41 of every 10,000 papers on this subject2024: 28 of every 10,000 papers on this subject2025: 45 of every 10,000 papers on this subject2022: 38 of every 10,000 papers on this subject2023: 41 of every 10,000 papers on this subject2024: 28 of every 10,000 papers on this subject2025: 45 of every 10,000 papers on this subject▲ +18% share2022→2025 share of research on this subject
Research points to adaptive, scalable solutions built on reinforcement learning for robust educational applications.
Reinforcement learning · Robustness · Intrusion detection system · Scalability
“Development of Intelligent, Adaptive, and Dynamic Systems Via the Investigation of Novel Machine Learning Algorithms”
Predictive Student Performance — Opportunities
Opportunities · theme 03
Predictive Student Performance
194 papers · 15.0% of this block
2022: 2,091 of every 10,000 papers on this subject2023: 2,067 of every 10,000 papers on this subject2024: 2,025 of every 10,000 papers on this subject2025: 2,281 of every 10,000 papers on this subject2022: 2,091 of every 10,000 papers on this subject2023: 2,067 of every 10,000 papers on this subject2024: 2,025 of every 10,000 papers on this subject2025: 2,281 of every 10,000 papers on this subject▲ +9% share2022→2025 share of research on this subject
Studies propose machine‑learning models to forecast achievement and support active learning strategies.
Cognition · Student engagement · Metacognition · Upload
“Enhancing Student Achievement through Active Learning and Predictive Modelling using Machine Learning Algorithms”
Digital Pedagogy Transformation — Opportunities
Opportunities · theme 04
Digital Pedagogy Transformation
192 papers · 14.8% of this block
2022: 382 of every 10,000 papers on this subject2023: 370 of every 10,000 papers on this subject2024: 343 of every 10,000 papers on this subject2025: 409 of every 10,000 papers on this subject2022: 382 of every 10,000 papers on this subject2023: 370 of every 10,000 papers on this subject2024: 343 of every 10,000 papers on this subject2025: 409 of every 10,000 papers on this subject▲ +7% share2022→2025 share of research on this subject
Works explore how technology integration reshapes higher‑education teaching practices and faculty development.
Information and Communications Technology · Technology integration · Educational technology · Digital transformation
“Revolutionizing pedagogy: navigating the integration of technology in higher education for teacher learning and performance enhancement”
Immersive Blended Learning — Opportunities
Opportunities · theme 05
Immersive Blended Learning
189 papers · 14.6% of this block
2022: 248 of every 10,000 papers on this subject2023: 245 of every 10,000 papers on this subject2024: 223 of every 10,000 papers on this subject2025: 294 of every 10,000 papers on this subject2022: 248 of every 10,000 papers on this subject2023: 245 of every 10,000 papers on this subject2024: 223 of every 10,000 papers on this subject2025: 294 of every 10,000 papers on this subject▲ +19% share2022→2025 share of research on this subject
Papers highlight virtual and augmented reality as catalysts for experiential and flexible blended education.
Blended learning · Virtual reality · Experiential learning · Flipped classroom
“Augmented Reality:Transforming Learning Landscapes in Education”
Generative AI Personalization — Opportunities
Opportunities · theme 06
Generative AI Personalization
179 papers · 13.8% of this block
2022: 23 of every 10,000 papers on this subject2023: 28 of every 10,000 papers on this subject2024: 35 of every 10,000 papers on this subject2025: 57 of every 10,000 papers on this subject2022: 23 of every 10,000 papers on this subject2023: 28 of every 10,000 papers on this subject2024: 35 of every 10,000 papers on this subject2025: 57 of every 10,000 papers on this subject▲ +149% share2022→2025 share of research on this subject
Research emphasizes generative models for tailoring content and adapting learning pathways to individual needs.
Personalized learning · Adaptive learning · Personalization · Generative grammar
“AI-Augmented Adaptive Learning Systems in Education for Enhancing Student Engagement Through Personalized Content Recommendation”
Data‑Driven Educational Insights — Opportunities
Opportunities · theme 07
Data‑Driven Educational Insights
118 papers · 9.1% of this block
2022: 36 of every 10,000 papers on this subject2023: 38 of every 10,000 papers on this subject2024: 31 of every 10,000 papers on this subject2025: 42 of every 10,000 papers on this subject2022: 36 of every 10,000 papers on this subject2023: 38 of every 10,000 papers on this subject2024: 31 of every 10,000 papers on this subject2025: 42 of every 10,000 papers on this subject▲ +16% share2022→2025 share of research on this subject
Studies showcase predictive analytics to inform decision‑making and improve student outcomes.
Analytics · Learning analytics · Predictive analytics · Data analysis
“Comparative Analysis of Machine Learning Models in Predicting Academic Outcomes: Insights and Implications for Educational Data Analytics”

Which of these themes are growing fastest

Problems
how much more (or less) of the world’s research on this subject each theme took up, 2022→2025
gaining sharelosing share
Digital Learning Transformation▲+170%
Blended and Flipped Models▲+17%
AI in Curriculum Design▲+5%
ICT Integration Challenges▲+4%
Learning Analytics Concerns▼-9%
Pandemic Online Learning▼-80%
Cautions
how much more (or less) of the world’s research on this subject each theme took up, 2022→2025
gaining sharelosing share
AI Personalization Risks▲+298%
Analytics and Cognition Limits▲+8%
Technology Integration Gaps▲+7%
Social Media Mental Health▼-0%
Opportunities
how much more (or less) of the world’s research on this subject each theme took up, 2022→2025
gaining sharelosing share
Generative AI Personalization▲+149%
AI‑Enhanced Teaching▲+58%
Immersive Blended Learning▲+19%
Reinforcement Learning Systems▲+18%
Data‑Driven Educational Insights▲+16%
Predictive Student Performance▲+9%
Digital Pedagogy Transformation▲+7%
Prism

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About this data: built from Fliar's company, founder, funding, hiring, jobs, news and research trackers, covering India. Counts are of companies we track, not of every company that exists. Updated August 2026.
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