Industry landscapes
The companies, capital and talent shaping edtech in Pune. 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.
41 of 451 tracked companies have open roles.
36 of 451 tracked companies have a recorded round.
Share of disclosed capital received by the three largest recorded recipients.
Midpoint of 78 rounds with a disclosed amount.
Scale is concentrated. Opportunity is broader. The three largest funding recipients hold 70.8% of disclosed capital, while 92.0% 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 | $1.05M | 21 | 7 |
| 2017 | $722.1K | 19 | 6 |
| 2018 | $2.91M | 34 | 7 |
| 2019 | $1.88M | 26 | 4 |
| 2020 | $5.74M | 41 | 9 |
| 2021 | $8.07M | 50 | 9 |
| 2022 | $19.09M | 31 | 11 |
| 2023 | $1.5M | 38 | 4 |
| 2024 | $937.38K | 17 | 3 |
| 2025 | $1.13M | 10 | 2 |
Share of all disclosed company funding.
86 recorded rounds since 2016
Recorded participation in edtech company rounds since 2016.
Backed by Accel-KKR.
Backed by Jared Ridgley and Amit Baweja and others.
Backed by Kaizenvest.
Backed by Jerry Murdock and Walter Scott.
Backed by Kaizenvest.
Backed by LetsVenture and Venture Catalysts and others.
Backed by Venture Catalysts and Shashank Deshpande and others.
Backed by Mumbai Angels and We Founder Circle and others.
Backed by Ayush Kankariya and Polaris Banyan Holding.
Backed by Faad Capital and DevX and others.
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 · 96 reporting entities from 129 eligible matches.
Sum of reporting-entity revenue; not Pune market sales.
Combined result for the same cohort.
Combined net income ÷ combined revenue.
The middle covered reporting entity.
47 of 96 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 · 96 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 |
|---|---|---|---|---|---|
| Senses Electronics ↗U74900PN2013PTC149856 | ₹160.5 crore | ₹16.1 crore | +10.0% | — | ₹129.7 crore |
| Robokidz ↗U74900PN2014PTC153530 | ₹58.8 crore | ₹5.3 crore | +9.0% | — | ₹18.9 crore |
| JUNO ↗U72900PN2013PTC149948 | ₹26.6 crore | ₹7.8 crore | +29.3% | — | ₹29.4 crore |
| EduplusCampus ↗U62099PN1982PTC028763 | ₹14.3 crore | ₹10.5 crore | +72.9% | — | ₹124.1 crore |
| ePravesh ↗U72900PN2009PTC134419 | ₹11.7 crore | ₹0.6 crore | +5.3% | — | ₹18.9 crore |
| vmedulife ↗U74900PN2013PTC147943 | ₹6.4 crore | ₹0.7 crore | +11.1% | — | ₹3.6 crore |
| Fundamentor ↗U74900PN2014PTC152479 | ₹0.5 crore | ₹0.2 crore | +37.7% | — | ₹0.6 crore |
| UTS Global ↗U74900PN2010PTC135777 | ₹0.0 crore | ₹-0.0 crore | — | — | ₹4.7 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 Pune companies on this page show up online: the sites people visit, the apps they install, and how often those apps ship.
6 of the 451 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 121,640 visits.
| Company | Monthly visits | Authority | Mobile |
|---|---|---|---|
| iCloudEMSicloudems.com | 237,138 | 40 | 59.9% |
| EduplusCampusedupluscampus.com | 234,606 | 32 | 65.1% |
| vmedulifevmedulife.com | 151,658 | 33 | 48.3% |
| Think Schoolthethinkschool.com | 91,623 | 25 | 63.4% |
| Senses Electronicssenseselec.com | 59,168 | 29 | 75.1% |
| PaperTruepapertrue.com | 51,764 | 41 | 37% |
Visits and authority are third-party web estimates, not company-reported figures.
79 of these companies (17.5%) publish at least one Android app — 224 apps in all, carrying 10.2M installs between them.
| App | Installs | Rating | Store category |
|---|---|---|---|
| msvgo: The 20-minute study appMSVgo | 3.4M | — | Education |
| EvalBee (OMR sheet scanner)EvalBee | 756.5K | 4.5 | Education |
| Beep: Skills & CertificationsEventBeep | 738.4K | 3.8 | Business |
| vmedulifevmedulife | 442K | — | Education |
| TaalMalaTaalMala | 434.5K | 3.6 | Music & Audio |
| IFAS OnlineIFAS | 412.4K | 3.1 | Education |
| School DiarySchool Diary | 395.6K | 3.7 | Education |
| RTOTALRubix108 Technologies | 344.5K | 3 | Education |
| JUNO Campus: StudentJUNO | 336.3K | — | Education |
| VinobaVinoba | 300.3K | — | 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 (2024Q1–2026Q2).
| Segment | Apps | Installs | Leading app | Release trend |
|---|---|---|---|---|
| K-12 Edtech | 192 | 6.9M | msvgo: The 20-minute study app 3.4M | |
| Test Preparation Tech | 21 | 5.1M | EvalBee (OMR sheet scanner) 756.5K | |
| Higher Education Tech | 84 | 2.3M | Beep: Skills & Certifications 738.4K | |
| Enterprise Resource Planning | 108 | 2.2M | vmedulife 442K | |
| Continued Learning | 18 | 1.1M | TaalMala 434.5K | |
| Music Tech | 3 | 434.8K | Spardha Teacher 146 | |
| Asset Management | 2 | 375.7K | JUNO Campus: Student 336.3K | |
| Hrtech | 4 | 47.1K | Edurigo 36.7K |
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. 167 of 224 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.
25 companies hiring · $19.22M disclosed funding
Explore in RadarCommon revenue models; a company can use more than one.
Recorded corporate activity linked to companies in this landscape.
Landmark Settlement with Open Door for a Game-Changing Partnership.
Top 1 categories among 1 recorded events in the 24-month window.
1 tracked suits
settlementCivil · Settled
Company-linked deal reports; status is preserved as recorded.
| Acquirer → target | Status | Date | Value / context |
|---|---|---|---|
| unacademy→Handa Ka Funda ↗ | Announced | 2021-12-24 | Not stated in snapshot |
| ImaginXP→noesis learning | Announced | 2021-03-09 | Not stated in snapshot |
A discussion or rumour is not a completed transaction. An unstated value is not zero.
30 postings in the preceding 12 months. The full 35-posting snapshot covers 32 employers.
0 tracked postings mention remote work.
15 postings specify a level.
Top skills across 35 tracked postings in the available jobs snapshot.
| Company | Open roles |
|---|---|
| UniAthena ↗ | 5 |
| upEducators ↗ | 5 |
| Clapstore Toys ↗ | 4 |
| EveryEng ↗ | 3 |
| PaperTrue ↗ | 3 |
| Fundamentor ↗ | 3 |
| Exxat ↗ | 3 |
| Think School ↗ | 3 |
| Company | Employees |
|---|---|
| Exxat ↗ | 201 |
| Career Mantra ↗ | 125 |
| Senses Electronics ↗ | 121 |
| Engineers cradle ↗ | 119 |
| iCloudEMS ↗ | 106 |
| Immersive Labz ↗ | 49 |
| EventBeep ↗ | 35 |
| Prishth Technosoft ↗ | 32 |
289 founders and chief executives across 211 companies.
Exxat, ex-University Of Southern California, ex-Entire India Online, University of Southern California, 2007
9unicorns · ex-Viu, ex-Universal Training Solutions · Chetana's R. K. Institute of Management & Research 1991
Ex-Startup Leadership Program, HSBC Global Technology India · Indira College of Business Management PGDBM 2012
IIT Kanpur BTech 2015
Ex-Atos Syntel, Lnt Infotech, Syntel, Infosys. IIT Varanasi BTech 2001
Ex-IL&FS Education and Technology Services, Kotak Mahindra Group, CMM Studios. NMIMS MBA, Harvard Graduate School of Education EdM 2005
Ex-EY, Fortune Cookie UX Design, Mobiliya Technologies. Rajasthan Technical University BTech 2011, Symbiosis institute of Management Studies MBA 2013
Ex-KreativSARG Technology Solutions, HelloDox, TCS, Spartan Consulting. Delhi College of Engineering BE 2002…
Ex-VMware Software India, AirTight Networks. Pune Institute of Computer Technology 2002
Ex-HSBC Global Resourcing. Faculty of Management Studies University of Delhi BS, IIT Bombay MBA & PhD
Ex-Jamboree Education, Cheers Interactive, Evalueserve. Savitribai Phule Pune University BE 2003…
Ex-Barclays. VIIT 2018
37 profiles with education records.
8 profiles with prior-work records.
Profiles cover recorded founders and leaders; contact details remain in Radar.
1,141 articles in the measured 12-month window.
Edtech coverage tagged Pune · articles per complete quarter
| Quarter | Articles |
|---|---|
| 2021Q2 | 130 |
| 2021Q3 | 186 |
| 2021Q4 | 250 |
| 2022Q1 | 245 |
| 2022Q2 | 216 |
| 2022Q3 | 255 |
| 2022Q4 | 321 |
| 2023Q1 | 215 |
| 2023Q2 | 267 |
| 2023Q3 | 332 |
| 2023Q4 | 236 |
| 2024Q1 | 226 |
| 2024Q2 | 210 |
| 2024Q3 | 241 |
| 2024Q4 | 271 |
| 2025Q1 | 305 |
| 2025Q2 | 232 |
| 2025Q3 | 303 |
| 2025Q4 | 306 |
| 2026Q1 | 277 |
Article volume measures coverage, not market sales.
0 recorded company events across 0 companies; percentages use that event total.
Edtech coverage tagged Pune · ranked by full-period article count.
Recent and prior counts use the source comparison windows.
India comparison coverage
| Keyword | Recent | Prior | Change |
|---|---|---|---|
| ai research | 2,349 | 1,305 | 80% |
| ai hardware | 2,034 | 1,418 | 43% |
| ai frameworks | 1,503 | 814 | 85% |
| responsible ai | 923 | 469 | 97% |
| ai regulation compliance | 793 | 481 | 65% |
| technology initiatives | 713 | 396 | 80% |
| cloud infrastructure | 484 | 214 | 126% |
| emerging tech governance | 333 | 230 | 45% |
| tech-enhanced pedagogy | 227 | 135 | 68% |
| chip manufacturing | 190 | 134 | 42% |
| online degrees | 4 | 307 | -99% |
| online diplomas | 4 | 307 | -99% |
| accredited online programs | 4 | 307 | -99% |
| online certifications | 4 | 305 | -99% |
| master franchising | 1 | 303 | -100% |
India comparison coverage
ai regulation compliance, responsible ai, ai research
65.9% critical · 48.7% positivefunding announcement, neural network ventures, ai infrastructure financing
60.0% critical · 60.6% positive5g rollout, business smartphone, ai research
48.8% critical · 66.9% positiveEdtech coverage tagged Pune. 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 obstacles teachers and institutions face when embedding ICT into classroom practice.
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 how digital shifts reshape learning pathways and raise equity concerns.
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 examine the impact of AI tools on curriculum development and adaptive instruction.
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
Works explore blended, flipped, and virtual reality approaches to improve 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
| 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
Analyses focus on perceptions and hurdles of remote education during the COVID‑19 crisis.
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
Authors critique the effectiveness and interpretability of big‑data analytics in education.
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
Researchers caution about ethical and practical challenges of AI‑based 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
Studies point to disparities in teacher readiness and resource availability for 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 warn that learning analytics may overlook cognitive complexities in higher education.
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 raises concerns about psychological effects of 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
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
| Year | Share index |
|---|---|
| 2022 | 198.4 |
| 2023 | 208.1 |
| 2024 | 231.0 |
| 2025 | 327.8 |
Opportunities · 0215.5% of this theme group
Works explore adaptive, robust AI models that can evolve with educational demands.
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
Studies develop machine‑learning models to anticipate achievement and guide 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
Research highlights how digital tools reshape teaching practices and professional 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
| Year | Share index |
|---|---|
| 2022 | 366.5 |
| 2023 | 353.4 |
| 2024 | 332.4 |
| 2025 | 399.1 |
Opportunities · 0514.6% of this theme group
Papers showcase virtual and augmented reality as catalysts for experiential and flexible 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
| Year | Share index |
|---|---|
| 2022 | 239.0 |
| 2023 | 236.7 |
| 2024 | 217.5 |
| 2025 | 287.7 |
Opportunities · 0613.8% of this theme group
Investigations examine large language models for tailoring content 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
Analyses demonstrate how predictive analytics can inform strategies to 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
| 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% | 37.1% |
| Breakthrough | 18.0% | 26.4% |
| Problem-identifying | 15.5% | 9.7% |
| Descriptive | 9.7% | 17.2% |
| Cautionary | 8.0% | 4.6% |
| Comparative | 2.6% | 4.0% |
| Critical | 0.4% | 1.0% |
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 | 8 | 0.41% | 3 (37.5%) | 0.24% |
| Safety & misuseDeepfake Technology Development and How It Affects Higher Education | 3 | 0.15% | 3 (100.0%) | 0.1% |
| 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 (%) | 0.05% |
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.
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: 2 September 2026. Funding is recorded in USD; filed accounts retain their stated currency and reporting basis. Each section identifies its own coverage. The news and research behind these sections is explorable in Prism.
Canonical landscape ↗