Industry landscapes
The companies, capital and talent shaping education in Delhi. Find the leaders. Understand the segments. See where the activity is.
An industry ecosystem,
measured in context.
24 featured companies from the funding, hiring, revenue and team-size leaderboards.
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 ↗
No company example met every recorded classification, independence and public-profile gate in this snapshot. The live directory may have newer qualifying companies.
Explore classified startups in Radar ↗A few useful ratios bring the size of this ecosystem into perspective.
99 of 943 tracked companies have open roles.
36 of 943 tracked companies have a recorded round.
Share of disclosed capital received by the three largest recorded recipients.
Midpoint of 32 rounds with a disclosed amount.
Scale is concentrated. Opportunity is broader. The three largest funding recipients hold 51.5% of disclosed capital, while 96.2% of tracked companies have no recorded funding round.
Explore the segments →Recorded company formation and disclosed funding across the complete annual series shown.
Sum of recorded funding rounds · USD
| Year | Funding (USD) | Founded | Raising |
|---|---|---|---|
| 2016 | $5.69M | 34 | 3 |
| 2017 | $6.13M | 42 | 4 |
| 2018 | $2.7M | 35 | 5 |
| 2019 | $3.64M | 37 | 1 |
| 2020 | $463.3K | 42 | 3 |
| 2021 | $3.63M | 40 | 4 |
| 2022 | $187.07K | 37 | 2 |
| 2023 | $1.82M | 26 | 4 |
| 2024 | $4.5M | 30 | 2 |
| 2025 | $10K | 4 | 1 |
Share of all disclosed company funding.
38 recorded rounds since 2016
Recorded participation in education company rounds since 2016.
Backed by India Infoline and Motilal Oswal Financial Services and others.
Backed by Mayfield.
Backed by Gaja Capital and TeamLease and others.
Participating investors were not recorded in this snapshot.
Backed by Educomp.
Backed by Zephyr Management.
Backed by Info Edge.
Backed by Granite Hill Capital Partners and Gaja Capital and others.
Backed by HT Media.
Backed by Balaji Telefilms.
Annual accounts for reporting companies linked to this landscape, on like-for-like currency and reporting bases.
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 · 150 reporting entities from 179 eligible matches.
Sum of reporting-entity revenue; not Delhi market sales.
Combined result for the same cohort.
Combined net income ÷ combined revenue.
The middle covered reporting entity.
92 of 150 covered entities.
Share of covered revenue from the five largest entities.
Reported cohort totals by year; coverage is stated for every period.
Bar height shows revenue. Changes in coverage can affect totals.
FY2025 · 150 reporting entities
Up to eight fixed company previews show financial amounts. Search and sort the wider company list, then continue in Radar.
| Company / reporting entity | Revenue | Net profit / loss | Net margin | Revenue growth | Total assets |
|---|---|---|---|---|---|
| Aakash Educational Services ↗U80300KA2007PLC150057 | ₹2,030.5 crore | ₹-226.6 crore | -11.2% | — | ₹2,148.6 crore |
| S Chand Group ↗L22219DL1970PLC005400 | ₹294.0 crore | ₹15.7 crore | +5.4% | — | ₹1,022.4 crore |
| Ashoka University ↗U80904DL2008NPL181771 | ₹170.7 crore | ₹1.2 crore | +0.7% | — | ₹1,278.8 crore |
| Vidyamandir Classes ↗U74899DL1992PLC049025 | ₹163.4 crore | ₹-21.5 crore | -13.2% | — | ₹109.4 crore |
| Global Opportunities ↗U74140DL2014PTC269344 | ₹39.1 crore | ₹5.5 crore | +14.1% | — | ₹61.3 crore |
| Saajha ↗U80904DL2014NPL273093 | ₹0.0 crore | ₹-0.0 crore | -80.3% | — | ₹0.4 crore |
| VGEL ↗L67120DL1993PLC052256 | ₹0.0 crore | ₹-9.7 crore | — | — | ₹74.3 crore |
| Pratham Education Foundation ↗U80101MH2002NPL136300 | ₹0.0 crore | ₹-106.0 crore | — | — | ₹111.1 crore |
Explore full company accounts and filings.
Choose “View accounts” to inspect an available company preview.
Each pair uses the same year, currency and reporting basis. Cohort overlap is disclosed.
| Industry | Covered / eligible | Revenue total | Median revenue | Net profit / loss | Aggregate margin | Profitable share | Overlap |
|---|
Available-account cohorts are not estimates of whole industries. Overlapping entities can occur in more than one cohort; do not add cohort totals.
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.
How the Delhi companies on this page show up online: the sites people visit, the apps they install, and how often those apps ship.
18 of the 945 companies on this page carry a measured traffic record (1.9%); these are the largest of those, by monthly visits. The median among them is 554,105 visits.
| Company | Monthly visits | Authority | Mobile |
|---|---|---|---|
| CBSEcbse.gov.in | 13,330,686 | 80 | 67.2% |
| NCERTncert.nic.in | 8,277,998 | 78 | 68.2% |
| Aakash Educational Servicesaakash.ac.in | 5,334,061 | 74 | 77.9% |
| Drishti IASdrishtiias.com | 4,121,380 | 76 | 67.9% |
| IGNOUignou.ac.in | 3,334,500 | 71 | 70.1% |
| CBSEcbseacademic.nic.in | 2,825,269 | 75 | 67.9% |
| Career Launchercareerlauncher.com | 949,440 | 53 | 62% |
| NEXT IASnextias.com | 856,740 | 47 | 61.1% |
| PW-Only IASpwonlyias.com | 649,810 | 44 | 65.8% |
| Delhi Technological Universitydtu.ac.in | 458,400 | 50 | 58.6% |
Visits and authority are third-party web estimates, not company-reported figures.
81 of these companies (8.6%) publish at least one Android app — 195 apps in all, carrying 17.2M installs between them.
| App | Installs | Rating | Store category |
|---|---|---|---|
| iTutor Learning AppAakash Educational Services | 4M | 3.5 | Education |
| VISION IASVisionIAS | 2.3M | 4.6 | Education |
| DAMS | NEET PG, FMGEDAMS | 1.7M | 4.2 | Education |
| GharPeShiksha for TutorsGhar Pe Shiksha | 1.4M | 4.8 | Education |
| Vajiram IAS - UPSC PreparationVajiram & Ravi | 1M | 3.6 | Education |
| eGurukul - eLearning By DBMCIDr Bhatia Medical Coaching Institute | 973.5K | 4.2 | Medical |
| SHVRNCERT | 810.7K | — | Education |
| Apptive LearnRatna Sagar | 724.9K | — | Education |
| ICAIThe Institute of Chartered Accountants of India | 705.4K | 3.4 | Education |
| ePathshala ScannerNCERT | 395.9K | — | Education |
Installs are lifetime totals to date at the June 2026 store reading — a measure of reach, not of people using an app today.
The busiest app inside each of this page’s own segments, with the quarterly release trend behind it (2023Q1–2026Q2).
| Segment | Apps | Installs | Leading app | Release trend |
|---|---|---|---|---|
| Test Preparation Chains | 27 | 10.7M | iTutor Learning App 4M | |
| Educational Publishers | 59 | 1.8M | Apptive Learn 724.9K | |
| K-12 Edtech | 5 | 1.4M | GharPeShiksha for Tutors 1.4M | |
| Higher Education Tech | 2 | 1.4M | GharPeShiksha Student 15.4K | |
| Educational Support Services | 13 | 1.2M | SHVR 810.7K | |
| Book Publishers | 17 | 1M | Apptive Practice 123.7K | |
| Continuing Education Chains | 18 | 851.5K | Big Basket Stepping Stone 381.7K | |
| Finance & Accounting Services | 7 | 736.3K | ICAI 705.4K |
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.
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.
Darker bars are new releases, lighter bars apps updated. 93 of 195 apps carry a release date. The series ends at 2026Q1, the last quarter that closed before the June 2026 reading.
Explore the segments behind the headline numbers.
Rank segments by scale, hiring or disclosed funding.
Companies can sit in several segments. Counts and funding overlap.
The largest measured segment in this report snapshot.
3 companies hiring · $19.74M disclosed funding
Explore in RadarCommon revenue models; a company can use more than one.
Recorded corporate activity linked to companies in this landscape.
Ranjan Pai’s family office reportedly plans to invest an additional INR 250 Cr in cash-strapped Aakash Educational Services Ltd (AESL) during the coaching chain’s ongoing INR 450 Cr to INR 500 Cr rights issue.
Its portfolio of acquisitions also includes UAE-based K-12 online and offline learning startup Knowledge Planet, as well as iNeuron, Altis Vortex, PrepOnline, and FreeCo — none of which have seen significant growth post-merger.
PhysicsWallah in Advanced Talks to Acquire Drishti IAS for Rs 2,500 Crore
Shardul Amarchand Mangaldas & Co. advised CL Educate Limited in relation to the acquisition of 100% share capital of NSEIT Limited from NSE Investments Limited.
With the approval of the Prasar Bharati Board in its 194th meeting held on 27.03.2026, Prasar Bharati hereby notifies the revised framework titled 'Prasar Bharati Pay-Per-View (PPV) Content Sourcing Policy, 2026', incorporating transition from a validated view-based payout mechanism to a streaming-minutes based payout model, aligned with actual user consumption and prevailing industry practices.
US company General Electric on Monday announced that it has signed a contract with the Indian Air Force (IAF) to establish an in-country depot facility for maintenance of the F404-IN20 engines that power IAF’s Light Combat Aircraft Tejas fleet.
Top 10 categories among 103 recorded events in the 24-month window.
2 companies with recorded IPO activity
IPO1 reports
IPO1 reports
6 tracked people moves
Appointment Chief Financial Officer
Resignation Previously Chief Financial Officer
Resignation Previously Managing Director and Chief Executive
Appointment Executive Director and Chief Executive Officer (CEO)
Products, platforms and features in the recorded window
Policy Framework
Content Monetization Policy
3 recorded customer wins
Customer: Public Broadcaster of ArgentinaMedia & Broadcasting
Customer: iit madrasDefense
Customer: nseitEducation Technology
1 companies with reported reductions
Scale not stated rolescost reduction
3 recorded events
National Company Law Tribunal (NCLT)
approved increase in authorised share capitalNational Company Law Appellate Tribunal (NCLAT)
approval for acquisition
23 tracked suits
rights issue disputeCivil · Verdict
rights issue disputeCivil · Ongoing
Company-linked deal reports; status is preserved as recorded.
| Acquirer → target | Status | Date | Value / context |
|---|---|---|---|
| Physicswallah→Drishti IAS ↗ | Terminated | 2025-06-10 | Not stated in snapshot |
| WestBridge-backed company→altis vortex ↗ | Completed | 2025-04-11 | Not stated in snapshot |
| CLEducate→NSEIT Limited | Announced | 2025-03-03 | Not stated in snapshot |
| CLEducate→nse it | Completed | 2025-02-03 | Not stated in snapshot |
| CLEducate→national stock exchange | Announced | 2024-08-30 | Not stated in snapshot |
| Manipal Health Systems and MEMG Family Office LLP→Aakash Educational Services ↗ | Announced | 2024-07-23 | Not stated in snapshot |
A discussion or rumour is not a completed transaction. An unstated value is not zero.
379 postings in the preceding 12 months. The full 486-posting snapshot covers 79 employers.
6 tracked postings mention remote work.
229 postings specify a level.
Top skills across 486 tracked postings in the available jobs snapshot.
| Company | Employees |
|---|---|
| Prasar Bharati ↗ | 25,000 |
| AIIMS ↗ | 10,000 |
| Pratham Education Foundation ↗ | 6,149 |
| APEEJAY EDUCATION SOCIETY ↗ | 2,500 |
| Mother\'s Pride ↗ | 2,500 |
| Lernern ↗ | 908 |
| CLEducate ↗ | 750 |
| Orane institute of beauty and wellness ↗ | 750 |
363 founders and chief executives across 289 companies.
Founder - The Xander Group. Harvard Business School Master of Business Administration
Ex-Co-Founder Meritnation, Co-Founder Applect Learning Systems, Philips. University of Delhi BBS 1994, IIM Bangalore MBA 1996
Ex-Careerlauncher Education and Infrastructure Services, Career Launcher India, Dharma Systems, Wipro Systems. IIT Kharagpur BTech 1989
Co-Founder Coding Blocks, Vidyamandir Classes. IIT Delhi BTech 1994
TeamStrategize. SSLNT, Dhanbad BSc 1987
Director Institute of Creative Excellence, ex-Franchise India Holdings, Reliance Life Insurance Co.
Rocksport, Delhi University, 1996
Ex-Co-Founder Kestrel Agritech, Visual IQ. University of Rochester BA 2016
Ex-ASER Centre, The Spencer Foundation. University of Oxford BA 1983, University of Chicago PhD 1991
Ex- STIR Education, YOUNG INDIA FELLOWSHIP PROGRAMME. Maulana Azad National Institute of Technology B.Tech 2011, IIT Kanpur M.Tech 2013
Co-Founder & Chief Technology Officer Saras AI Institute · Indian Institute of Technology, Delhi Bachelor of Technology (B.Tech.) 2004
Co-Founder Digital Vidya, ex-Co-Founder Omlogic Consulting, TCS. IIT Delhi BTech 1999
61 profiles with education records.
10 profiles with prior-work records.
Profiles cover recorded founders and leaders; contact details remain in Radar.
95,257 articles in the measured 12-month window.
Education coverage tagged Delhi · articles per complete quarter
| Quarter | Articles |
|---|---|
| 2021Q2 | 18,909 |
| 2021Q3 | 14,734 |
| 2021Q4 | 13,861 |
| 2022Q1 | 16,155 |
| 2022Q2 | 19,526 |
| 2022Q3 | 21,529 |
| 2022Q4 | 20,716 |
| 2023Q1 | 26,859 |
| 2023Q2 | 21,968 |
| 2023Q3 | 21,331 |
| 2023Q4 | 19,698 |
| 2024Q1 | 19,161 |
| 2024Q2 | 20,287 |
| 2024Q3 | 21,049 |
| 2024Q4 | 23,556 |
| 2025Q1 | 27,858 |
| 2025Q2 | 19,957 |
| 2025Q3 | 25,086 |
| 2025Q4 | 24,756 |
| 2026Q1 | 23,870 |
Article volume measures coverage, not market sales.
76 recorded company events across 12 companies; percentages use that event total.
Education coverage tagged Delhi · ranked by full-period article count.
Recent and prior counts use the source comparison windows.
India comparison coverage
| Keyword | Recent | Prior | Change |
|---|---|---|---|
| tariff negotiations | 11,623 | 5,682 | 105% |
| bilateral trade | 4,610 | 2,436 | 89% |
| trade dispute mechanisms | 4,513 | 2,203 | 105% |
| trade barrier reduction | 4,494 | 2,440 | 84% |
| trade facilitation commitments | 4,327 | 2,201 | 97% |
| free trade deals | 4,079 | 2,428 | 68% |
| multilateral diplomacy | 3,919 | 2,726 | 44% |
| diplomatic strategies | 3,817 | 2,355 | 62% |
| bilateral trade imbalance | 3,281 | 2,044 | 61% |
| diplomatic engagements | 3,139 | 1,994 | 57% |
| odi cricket | 6,035 | 9,662 | -38% |
| limited overs cricket | 5,773 | 9,316 | -38% |
| odi tactics | 5,629 | 8,754 | -36% |
| odi series | 5,256 | 8,332 | -37% |
| odi tournaments | 5,030 | 8,070 | -38% |
India comparison coverage
test cricket, test innings, odi world cup
54.8% critical · 35.4% positivepre-ipo valuation, ipo prospectus, ipo pricing
48.6% critical · 46.5% positivegdp growth rate, economic output growth, economic growth statistics
46.7% critical · 50.9% positiveEducation coverage tagged Delhi. Topic labels describe recorded classifications and can include broad context.
2,453 papers in the recorded india scope.
Tone counts: 2,390 positive · 5 neutral · 58 negative.
Landmark: Online Learning: A Panacea in the Time of COVID-19 Crisis
Landmark: A Global Classroom? Evaluating the Effectiveness of Global Virtual Collaboration as a Teaching Tool in Management Education
Landmark: Students’ Perception towards E-Learning during COVID-19 Pandemic in India: An Empirical Study
Common problems researchers identify · 0121.5% of this theme group
Researchers highlight institutional and teacher challenges that impede effective use of information and communications technology in schools.
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
| Year | Share index |
|---|---|
| 2022 | 652.8 |
| 2023 | 668.6 |
| 2024 | 684.9 |
| 2025 | 679.2 |
Common problems researchers identify · 0220.5% of this theme group
Papers discuss gaps and obstacles in achieving inclusive, transformative digital education across higher‑education settings.
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
| Year | Share index |
|---|---|
| 2022 | 128.7 |
| 2023 | 156.9 |
| 2024 | 192.4 |
| 2025 | 348.4 |
Common problems researchers identify · 0317.5% of this theme group
Studies flag difficulties in aligning artificial‑intelligence tools with curriculum standards and adaptive learning goals.
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
| Year | Share index |
|---|---|
| 2022 | 960.2 |
| 2023 | 1028.0 |
| 2024 | 900.4 |
| 2025 | 1021.8 |
Common problems researchers identify · 0416.9% of this theme group
Authors examine practical and pedagogical limits of blended, flipped, and virtual‑reality‑enhanced learning environments.
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
| Year | Share index |
|---|---|
| 2022 | 190.9 |
| 2023 | 181.2 |
| 2024 | 179.8 |
| 2025 | 228.9 |
Common problems researchers identify · 0512.6% of this theme group
Research points to perception gaps, access problems, and quality concerns that emerged during COVID‑19 remote instruction.
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
| Year | Share index |
|---|---|
| 2022 | 504.4 |
| 2023 | 341.9 |
| 2024 | 182.4 |
| 2025 | 103.5 |
Common problems researchers identify · 0610.9% of this theme group
Works identify shortcomings in data collection, analysis, and interpretation that hinder predictive educational insights.
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
| Year | Share index |
|---|---|
| 2022 | 88.7 |
| 2023 | 84.1 |
| 2024 | 65.0 |
| 2025 | 84.9 |
Cautions · 0130.4% of this theme group
Scholars caution that adaptive AI may reinforce biases and overlook ethical considerations in 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
| Year | Share index |
|---|---|
| 2022 | 45.2 |
| 2023 | 69.2 |
| 2024 | 100.6 |
| 2025 | 181.4 |
Cautions · 0226.8% of this theme group
Authors warn of uneven adoption and skill gaps among educators that limit the impact of 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
| Year | Share index |
|---|---|
| 2022 | 366.5 |
| 2023 | 353.4 |
| 2024 | 332.4 |
| 2025 | 399.1 |
Cautions · 0321.7% of this theme group
Papers advise restraint in using learning analytics, emphasizing privacy and the danger of reductive metrics.
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
| Year | Share index |
|---|---|
| 2022 | 2881.3 |
| 2023 | 2874.0 |
| 2024 | 2844.6 |
| 2025 | 3085.8 |
Cautions · 0421.0% of this theme group
Research highlights potential negative psychological outcomes linked to extensive digital and social‑media use in learning.
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
| Year | Share index |
|---|---|
| 2022 | 2403.0 |
| 2023 | 2356.4 |
| 2024 | 2209.6 |
| 2025 | 2384.9 |
Opportunities · 0117.2% of this theme group
Studies explore how artificial intelligence can reshape teaching methods and boost 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
| Year | Share index |
|---|---|
| 2022 | 198.4 |
| 2023 | 208.1 |
| 2024 | 231.0 |
| 2025 | 327.8 |
Opportunities · 0215.5% of this theme group
Works showcase reinforcement‑learning techniques that create robust, scalable educational platforms.
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
| Year | Share index |
|---|---|
| 2022 | 35.3 |
| 2023 | 37.8 |
| 2024 | 25.8 |
| 2025 | 41.7 |
Opportunities · 0315.0% of this theme group
Research demonstrates machine‑learning models that forecast achievement and inform targeted interventions.
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
| Year | Share index |
|---|---|
| 2022 | 1962.7 |
| 2023 | 1941.0 |
| 2024 | 1896.0 |
| 2025 | 2149.8 |
Opportunities · 0414.8% of this theme group
Papers present digital tools that enhance teacher training, performance, and pedagogical innovation.
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
| Year | Share index |
|---|---|
| 2022 | 366.5 |
| 2023 | 353.4 |
| 2024 | 332.4 |
| 2025 | 399.1 |
Opportunities · 0514.6% of this theme group
Authors describe virtual‑reality and augmented‑reality applications that enrich blended and flipped classroom formats.
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
| Year | Share index |
|---|---|
| 2022 | 239.0 |
| 2023 | 236.7 |
| 2024 | 217.5 |
| 2025 | 287.7 |
Opportunities · 0613.8% of this theme group
Studies highlight large‑language‑model approaches that tailor educational materials to individual learner 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
| Year | Share index |
|---|---|
| 2022 | 22.3 |
| 2023 | 27.4 |
| 2024 | 34.4 |
| 2025 | 58.3 |
Opportunities · 079.1% of this theme group
Research illustrates how advanced analytics can improve decision‑making and outcomes in academic environments.
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
| Year | Share index |
|---|---|
| 2022 | 36.9 |
| 2023 | 39.4 |
| 2024 | 33.0 |
| 2025 | 45.0 |
Orientation shares compared with 25,000 papers in the reference sample.
| Research orientation | This field | Reference sample |
|---|---|---|
| Promising | 45.8% | 37.3% |
| Breakthrough | 18.0% | 26.1% |
| Problem-identifying | 15.5% | 9.7% |
| Descriptive | 9.7% | 17.4% |
| Cautionary | 8.0% | 4.6% |
| Comparative | 2.6% | 3.9% |
| Critical | 0.4% | 0.9% |
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 paper | Papers | Share | Raised as a problem | Worldwide share |
|---|---|---|---|---|
| Privacy & surveillancePrivacy Protection in Learning Management Systems' Mobile Technology-Based Learning Analytics | 9 | 0.46% | 3 (33.3%) | 0.24% |
| Safety & misuseDeepfake Technology Development and How It Affects Higher Education | 3 | 0.15% | 3 (100.0%) | 0.11% |
| Concentration of compute powerStudent-Centric Ed-Commerce Platforms: A Case Study on NoteFolio for Democratizing Academic Content Access | 1 | 0.05% | 0 (0.0%) | 0.02% |
| Energy & datacenter footprint | 0 | 0.0% | 0 (%) | 0.01% |
| Water use | 0 | 0.0% | 0 (%) | 0.0% |
| Carbon & emissions of compute | 0 | 0.0% | 0 (%) | 0.0% |
| Hardware, e-waste & supply chain | 0 | 0.0% | 0 (%) | 0.0% |
| Labour & data work | 0 | 0.0% | 0 (%) | 0.01% |
| Bias & fairness | 0 | 0.0% | 0 (%) | 0.06% |
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.
Compare demand signals in Delhi’s newsflow with the education categories mapped to each signal.
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.
Signal and mapped-supply percentiles, their gap, and change in the signal’s article share.
Swipe horizontally to compare all columns →
| Signal family | Signal percentile | Supply percentile | Relative gap | Gap (points) | Signal share vs prior year |
|---|---|---|---|---|---|
| Exams & admissions ↗Demand Driver | 25.0 | 0.0 | +25.0 | +31.9% | |
| Online learning ↗Channel Shift | 100.0 | 100.0 | +0.0 | +191.4% | |
| Layoffs & income shocks ↗Spending Pressure | 37.5 | 50.0 | -12.5 | — | |
| Curriculum & schools ↗Demand Driver | 62.5 | — | No matching category | — | +140.3% |
| Tech workforce shifts ↗Spending Pressure | 25.0 | — | No matching category | — | — |
Showing all 5 signals. Select a family for its history and mapped categories.
All 12 city readings for these demand families in the comparison geography. Delhi is highlighted.
Each city’s reading is a share of its own coverage. Rows cover all of India for this page's signal families; Delhi is marked.
Layoffs & income shocks · Tech workforce shifts · Online learning
Tech workforce shifts · Layoffs & income shocks · Online learning
Curriculum & schools · Online learning · Exams & admissions
Curriculum & schools · Exams & admissions · Online learning
Exams & admissions · Curriculum & schools · Online learning
Tech workforce shifts · Online learning · Layoffs & income shocks
Curriculum & schools · Online learning · Exams & admissions
Online learning · Exams & admissions · Curriculum & schools
Tech workforce shifts · Layoffs & income shocks · Online learning
Online learning · Curriculum & schools · Exams & admissions
Online learning · Curriculum & schools · Exams & admissions
Online learning · Curriculum & schools · Exams & admissions
Exam and admissions pressure can pull prep, tutoring and assessment demand.
Companies can appear in multiple categories; these counts are not a unique-company total.
Mentions per 10,000 articles · zero baseline
| Quarter | Mentions | Per 10,000 articles |
|---|---|---|
| 2024Q3 | 14 | 4.11 |
| 2024Q4 | 21 | 5.83 |
| 2025Q1 | 23 | 6.02 |
| 2025Q2 | 14 | 6.1 |
| 2025Q3 | 23 | 6.75 |
| 2025Q4 | 22 | 7.01 |
| 2026Q1 | 18 | 6.33 |
Online adoption can migrate learning to platforms faster than institutions adapt.
Companies can appear in multiple categories; these counts are not a unique-company total.
Mentions per 10,000 articles · zero baseline
| Quarter | Mentions | Per 10,000 articles |
|---|---|---|
| 2024Q3 | 9 | 2.64 |
| 2024Q4 | 18 | 5.0 |
| 2025Q1 | 12 | 3.14 |
| 2025Q2 | 25 | 10.89 |
| 2025Q3 | 19 | 5.57 |
| 2025Q4 | 27 | 8.6 |
| 2026Q1 | 58 | 20.4 |
Layoff cycles can pull discretionary spend back toward value offerings.
Companies can appear in multiple categories; these counts are not a unique-company total.
Mentions per 10,000 articles · zero baseline
| Quarter | Mentions | Per 10,000 articles |
|---|---|---|
| 2024Q3 | 12 | 3.52 |
| 2024Q4 | 9 | 2.5 |
| 2025Q1 | 8 | 2.1 |
| 2025Q2 | 22 | 9.58 |
| 2025Q3 | 15 | 4.4 |
| 2025Q4 | 17 | 5.41 |
| 2026Q1 | 19 | 6.68 |
Curriculum change can pull classroom content and tooling demand behind it.
This signal has no matching category in the page’s education market map, so no supply percentile or gap is assigned.
Mentions per 10,000 articles · zero baseline
| Quarter | Mentions | Per 10,000 articles |
|---|---|---|
| 2024Q3 | 5 | 1.47 |
| 2024Q4 | 16 | 4.44 |
| 2025Q1 | 23 | 6.02 |
| 2025Q2 | 28 | 12.19 |
| 2025Q3 | 30 | 8.8 |
| 2025Q4 | 34 | 10.83 |
| 2026Q1 | 25 | 8.79 |
Hiring, visa and layoff cycles can resize teams — per-seat budgets tend to follow.
This signal has no matching category in the page’s education market map, so no supply percentile or gap is assigned.
Mentions per 10,000 articles · zero baseline
| Quarter | Mentions | Per 10,000 articles |
|---|---|---|
| 2024Q3 | 7 | 2.05 |
| 2024Q4 | 6 | 1.67 |
| 2025Q1 | 6 | 1.57 |
| 2025Q2 | 21 | 9.14 |
| 2025Q3 | 10 | 2.93 |
| 2025Q4 | 14 | 4.46 |
| 2026Q1 | 22 | 7.74 |
Delhi education coverage
PLoS ONE
48 citations in the snapshot
48 citations in the snapshot
Global Health Promotion
34 citations in the snapshot
Contemporary Education Dialogue
32 citations in the snapshot
India coverage of this page's demand families
| Keyword | Recent articles | Prior articles | Share change |
|---|---|---|---|
| technology initiatives | 155 | 42 | 313.3% |
| undergraduate courses | 68 | 20 | 280.7% |
| ai hardware | 73 | 22 | 271.6% |
| campus wi-fi | 65 | 21 | 246.6% |
| university ratings | 64 | 22 | 225.8% |
| cloud infrastructure | 84 | 29 | 224.4% |
Share changes describe coverage in the stated comparison periods, not search demand or market size.
Clear definitions for making better comparisons.
It measures the tracked company ecosystem, recorded funding, hiring and other available evidence. It is not a market-size estimate.
No. A company can belong to several segments, so segment counts and funding can overlap.
A dash or unavailable panel means the current reviewed source snapshot does not support that figure.
Company ecosystem snapshot: 31 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.
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