Radar · Industry landscape · India
AI Landscape of India
2,231 AI 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.
2,231companies tracked
$2.8Bdisclosed funding
309hiring right now
552events · 24 months
214,830news articles · 12 months
Who leads AI in India
Shows the most prominent AI firms in India, listing hiring leaders, best‑funded companies, and the number currently recruiting (309) and those that have disclosed funding (362).
open roles
Hiring now
ranked by live open roles
- 01
Netcore Cloud6last posted Aug 2026
- 02
Eternal Robotics6last posted Aug 2026
- 03
QpiAI5last posted Jul 2026
- 04
XenonStack5last posted Aug 2026
- 05
PyjamaHR5last posted Jul 2026
- 06
Infilect5last posted Jul 2026
- 07
pearlthoughts5last posted Jul 2026
- 08
Suitable AI5last posted Jul 2026
309 companies hiring · 83 posted in the last 30 days
disclosed funding
Most funded
disclosed totals, all rounds
- 01
Neysa$650MSeries B · Feb 2026
- 02
E2E Networks$179MPost IPO · Nov 2024
- 03
Inkers$152.5MSeries A · Nov 2024
- 04
Qure.ai$127MGrant (prize money) · Jan 2026
- 05
Krutrim$74.9MAngel · Apr 2024
- 06
Addverb$66.9MGrant (prize money) · Mar 2023
- 07
- 08
Avataar$55.1MSeries B · Dec 2021
362 companies with disclosed rounds · $2.8B total
revenue
Revenue leaders
official filings first, else latest snapshot
- 01
C5i$45.7MFY2021 filing
- 02
- 03
Signzy Technologies$18MFY2022 filing
- 04
FinBox$9.9MFY2020 filing
- 05
Intangles$8.9Msnapshot Mar 2025
- 06
Entropik Tech$6.9MFY2018 filing
- 07
SalesCode.ai$6.5MFY2022 filing
- 08
Entropik$5.9MFY2022 filing
206 companies with a revenue figure
headcount
Largest teams
ranked by tracked headcount
- 01
PharynxAI1,906tracked employees
- 02
- 03
Webcontxt India Pvt. Ltd.350tracked employees
- 04
- 05
- 06
Nava267tracked employees
- 07
Mantra Labs204tracked employees
- 08
136 companies with headcount data
share of events
Share of voice
share of all tracked sector news events, 24 months
- 01
- 02
Sarvam10.7%117 tracked events
- 03
- 04
- 05
TraqCheck3.8%42 tracked events
- 06
- 07
Titan Intech3.2%35 tracked events
- 08
1,092 tracked events across 86 companies
articles
In the news
Prism news coverage, last 12 months
- 01
- 02
- 03
- 04
- 05
NAYAN101articles in the window
- 06
Haptik72articles in the window
- 07
CoRover67articles in the window
- 08
Arya.ai60articles in the window
86 of these companies drew sector coverage in the window
Radar
See all 2,231 AI companies in India
Filter by funding, headcount, hiring and location, and export the list.
How the AI ecosystem in India grew, 2016–2025
Shows how many AI firms were founded each year, noting the highest counts of 425 in 2024 and 377 in 2025.
Companies founded / year
new AI companies in India
20162025
peak 425 in 2024
Companies raising / year
with a disclosed round that year
20162025
peak 111 in 2022
Disclosed funding / year
sum of disclosed rounds (USD)
20162025
peak $526.5M in 2024
Where AI companies in India are based
Lists Indian cities with the most AI companies, led by Bengaluru with 631 firms, followed by Hyderabad, Mumbai, Delhi, and Gurugram.
Hub 01
Bengaluru
631 AI companies
40% of the AI companies across these hubs
631companies
$1.2Bdisclosed funding
96hiring now
Hub 02
Hyderabad
185 AI companies
12% of the AI companies across these hubs
185companies
$45.1Mdisclosed funding
30hiring now
Hub 03
Mumbai
178 AI companies
11% of the AI companies across these hubs
178companies
$871.1Mdisclosed funding
27hiring now
Hub 04
Delhi
150 AI companies
9% of the AI companies across these hubs
150companies
$253.5Mdisclosed funding
21hiring now
Hub 05
Gurugram
139 AI companies
9% of the AI companies across these hubs
139companies
$33.3Mdisclosed funding
22hiring now
Hub 06
Pune
117 AI companies
7% of the AI companies across these hubs
117companies
$87.1Mdisclosed funding
13hiring now
Hub 07
Chennai
101 AI companies
6% of the AI companies across these hubs
101companies
$69.7Mdisclosed funding
10hiring now
Hub 08
Noida
96 AI companies
6% of the AI companies across these hubs
96companies
$103.2Mdisclosed funding
22hiring now
The AI market map of India: what these companies actually do
Breaks down AI firms by product type, highlighting enterprise tech (1,715) and SaaS (1,137), and shows the dominant revenue model of subscriptions used by 1,945 firms.
- Enterprise Tech1,715 companies · $2.7B raised · 245 hiring
- Enterprise Software1,275 companies · $2.1B raised · 191 hiring
- SaaS1,137 companies · $2.1B raised · 159 hiring
- Deep Tech1,130 companies · $2.1B raised · 150 hiring
- Consumer Digital405 companies · $167.1M raised · 39 hiring
- Native AI in Marketing158 companies · $86.4M raised · 19 hiring
- Native AI in Software Development149 companies · $900.8M raised · 19 hiring
- AI-Native Computer Vision139 companies · $303M raised · 25 hiring
- Native AI in Customer Support125 companies · $139.3M raised · 21 hiring
- No Code AI Platforms118 companies · $2.5M raised · 8 hiring
- Fintech107 companies · $178.9M raised · 14 hiring
- Healthtech106 companies · $249.8M raised · 23 hiring
Monetization
How AI 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.
Subscription1,945
Fee-For-Service176
Advertising103
E-Commerce - Service92
Commission on Transaction55
E-Commerce - Product40
Licensing37
Physical Commerce24
Funding, M&A and the deals moving AI in India
Counts corporate events over the past two years, with 552 events total, including 196 funding rounds and 91 new product announcements.
Funding 196Product 91Leadership 87Announcement 48Capital 31M&A 31Earnings 23Contracts 21Jobs 9Layoffs 5
- FundingChemelex has announced a minority investment in Algo8 to accelerate the adoption of artificial intelligence in manufacturing processes.2026-04-25
- FundingIntellithink Advanced Hardware & Technology Internet Of Things (IoT) & Hardware B2B $1.8 Mn Seed Pentathlon Ventures, Anicut Capital, Veltis Capital Pentathlon Ventures2026-04-18
- M&AThermax acquired ExactSpace, a specialist in AI-driven industrial IoT solutions.2026-04-16
- FundingLondon-based HR tech startup TraqCheck has closed its £5.9m series A funding round led by IvyCap Ventures, with participation from IIFL.2026-04-14
- M&AExotel has acquired the core team of voice AI startup Dubverse2026-04-11
- FundingIndia’s homegrown artificial intelligence start-up, Sarvam AI, is close to raising $300 million to $350 million as it seeks to build a domestic player that can compete with leaders from the US and China. Bessemer Venture Partners is expected to lead the round, with Nvidia Corp, Amazon.com Inc and Prosperity7 Ventures also participating.2026-04-03
- FundingNeysa — accounted for roughly $600 million of this year’s funding, backed by investors including Blackstone, Ontario Teachers’ Pension Plan and Nexus Venture Partners.2026-03-29
- FundingIn AI-led services, Qure.AI secured a grant from the Gates Foundation for its medical imaging solutions.2026-03-29
- M&AAI & Analytics company, C5i, today announced the signing of an agreement to fully acquire Datavid, a data & AI company that helps organizations transform fragmented, unstructured, and siloed data into trusted, AI-ready data architectures using advanced data and graph engineering, knowledge graph design, and semantic modeling.2026-03-19
- FundingAI recruitment start-up HireBound has raised $2 million in a seed funding round led by Kalaari Capital as it seeks to automate the end-to-end hiring process using agent-driven technology.2026-02-25
Mergers and acquisitions
Deals from the last 24 months where a AI 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.
| Acquirer | Target | Deal value | Status | Date |
|---|---|---|---|---|
| undisclosed | — | 2026-04-16 | ||
| undisclosed | Announced | 2026-04-11 | ||
| undisclosed | Announced | 2026-03-23 | ||
| undisclosed | Announced | 2026-02-23 | ||
| $1.2B | Completed | 2026-02-16 | ||
| undisclosed | Rumored | 2025-12-03 |
Who is listing, hiring leaders, launching and winning work
Details notable corporate actions such as IPO filings, leadership changes, product launches, and contract wins among AI companies.
IPO pipeline
4 companies listed or filing · last 24 months
MihupIPO · 1 reportMar 2025
Leadership moves
18 tracked people moves · last 12 months
InvestorAiAditya Raj Mohan · Appointment → Head of Platform, Product, Production and TransformationMar 2026
Algo8Prof. Ashutosh Sharma · Appointment → Global Advisory Board MemberJan 2026
Product launches
tracked launches · last 12 months
Data Science WizardsDSW UnifyAI OS (Enterprise AI Operating System)Apr 2026
CyborgIntellModel Risk Management (MRM) (Model Risk Management)Feb 2026
Contract wins
15 customer wins · last 24 months
Dubversewon exotelApr 2026
ZestIotwon flydubaiJan 2026
Regulatory & litigation
3 regulatory events · 0 tracked suits · 24 months
SigTuple510(k) clearance — US Food and Drug Administration (FDA)Aug 2024
Earnings pulse
companies reporting results · last 24 months
6 companies reporting21 company-quarters tracked
Half of these companies grew revenue faster than +13.8%, half slower.
Who is building AI in India
Profiles founders and CEOs of 1,369 AI firms, noting common alma maters like IIT Bombay (80) and prior employers such as Microsoft (49).
Founders and chief executives12 of 2,353, from the best-funded companies on this page
Qure Ai, ex-Fractal Analytics, ex-Imagna Analytics, Georgia Institute of Technology, 2016
repeat founder
Ex-Microsoft · IIT Bombay BE 2008
Ex-Asian Paints · Shri Vaishnav Institute Of Technology & Science BE 2011, Tata Institute of Social Sciences MA 2013
Founder QpiCloud, SuperQ Technologies India, Qpisemi, AlphaICs, ST-Ericsson, Qualcomm, NVIDIA. Bangalore University BE 2000…
Devnetwork, ex-Deutsche Bank, ex-American Express, Faculty of Management Studies - University of Delhi, 2011
Ex-Tribune, American Express, Ago Synthesis · IIT Kharagpur BTech 2000, PhD 2006
Ex-Tavisca, Cuspion Solutions, Indigo Architects · Savitribai Phule Pune University BE 2000, Clemson University MS 2004
repeat founder
Finbox · Ex-Home Credit, TransOrg Analytics, ZS Associates · Nagpur University BTech 2009
IIT Roorkee BTech 2016
Where the founders studied
alma mater on record for 596 of 2,353 founders
IIT Bombay80
IIT Delhi79
IIT Kharagpur57
BITS Pilani51
IIT Kanpur50
IIT Madras39
IIM Ahmedabad30
Indian School of Business26
Where they worked before
a previous employer on record for 153 of 2,353 founders
Microsoft49
Amazon19
Flipkart15
Intel14
Goldman Sachs11
Boston Consulting Group10
Cisco10
Google10
Founders flagged as repeat founders
of 2,213 founders with a profile on this page
43
carry a repeat-founder flag
- flagged as repeat founders43
- no repeat-founder flag2,170
Women and men among the founders
first names matched for 1,934 of 2,353 founders
11%
of matched founders are women
- women208
- men1,726
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 419 founders go in neither column.
Radar
Look up the people behind AI companies in India
Search founders, executives and operators by company, role and location.
Who funds AI in India
Summarizes investment activity with 1,045 funding rounds from 3,443 investors since 2016, where the typical round size is $340 k.
| Investor · most active investors since 2016 | Rounds | Led | Latest |
|---|---|---|---|
| LetsVenture | 29 | 7 | Oct 2025 |
| Angel List | 29 | 7 | Nov 2025 |
| Accel | 25 | 17 | Feb 2026 |
| Venture Catalysts | 22 | 13 | Jan 2026 |
| Axilor Ventures | 21 | 7 | Oct 2023 |
| pi Ventures | 19 | 8 | Oct 2025 |
| 100X.VC | 17 | 16 | Jan 2025 |
| Kalaari Capital | 17 | 11 | Dec 2025 |
| Entrepreneur First | 17 | 10 | Mar 2024 |
| Inflection Point Ventures | 16 | 11 | Apr 2026 |
Stage mix · rounds since 2016
Seed & Angel796
Series A–B132
Series C+ / PE9
Grants, debt & other108
The typical round is $340k — half were bigger, half smaller.
The biggest AI funding rounds in India
Highlights the largest disclosed funding round—Neysa’s $600 M Series B—and lists ten other large recent rounds.
| Company | Round | Size | When | Backers |
|---|---|---|---|---|
| Series Bmega-round | $600M | Feb 2026 | TVS Capital Funds, 360 One, Nexus Venture Partners +2 more | |
| Series A | $143M | Jul 2019 | Greater Pacific Capital | |
| Series D | $65M | Sep 2024 | 360 One, Merck Global Health Innovation Fund, Kae Capital +4 more | |
| Series B | $50M | Jan 2024 | Z47 | |
| Series B | $45.9M | Mar 2021 | Reliance Retail, Atul Kumar, Smiti Holding and Trading +1 more | |
| Series B | $45M | Dec 2021 | Tiger Global Management, Peak XV Partners | |
| Series C | $40M | Mar 2022 | MassMutual Ventures, HealthQuad, Novo Holdings +3 more | |
| Series B | $35M | Jul 2025 | WestBridge Capital, A91 Partners, Aditya Birla Ventures +2 more | |
| Series A | $32M | Jul 2025 | DST, Avataar Ventures | |
| Series B | $30M | Sep 2025 | Avataar Ventures, Baring Private Equity Partners, Cactus Venture Partners +1 more |
Venture round sizes · 2023–2025
<$1M176
$1–10M105
$10–50M17
$50–250M2
>$250M0
300 venture rounds with a disclosed amount in the window.
Fresh cheques · last 6 months
Series A$13MMay 2026
Seed$1.5MMay 2026
Seed$525kMay 2026
SeedundisclosedMay 2026
Series A$5MApr 2026
Seed$5MApr 2026
What the news says about AI in India
Counts 214,830 news articles in the last year, showing the most covered topics such as product launches, technology adoption, and strategic partnerships.
News volume
AI coverage across India · articles per quarter
2021Q22026Q1
peak 64,054 in 2026Q1 · 214,830 articles in the last 12 tracked months
Tone of coverage
share of articles by dominant sentiment (positive / neutral / negative)
202120232025
Positive-tone share moved 73% → 77%, negative 26% → 21% across 2021–2025.
What the coverage is about
The subjects that dominate AI news in India. The arrow shows whether each one is being written about more or less than a year ago.
- New product launches and innovations19,140▲+35%
- Technology adoption and digital transformation16,485▲+38%
- Strategic partnerships and collaborations16,133▲+51%
- Latest gadgets and consumer electronics9,989▲+11%
- Artificial intelligence advancements9,305▲+65%
- Mobile operating systems8,783▲+15%
- Global market entry strategies7,528▲+56%
- Company expansions and new market entries7,527▲+84%
- Executive leadership changes and appointments6,011▲+68%
- 5g network infrastructure5,030▲+10%
Most-covered companies · last 12 months
- 271
- 187
- 183
- 135
- 101
- 72
- 67
- 60
- 59
- 58
86 AI companies here were named in the news over this period.
Prism
Watch AI 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+116%ai regulation compliance+82%tariff negotiations+121%trade finance+40%quarterly financials+63%emerging tech governance+89%financial report+91%
weather forecast-96%meteorological prediction-97%weather update-95%weather projection-95%temperature readings-98%
The pressures the press keeps returning to
Three recurring angles in India AI coverage, and whether each is getting more attention year on year (through 2025).
Regulatory Risk ▲ rising
220,255 articles touch this dimension · 61.4% critical tone
20212025
signals: stock performance, ai regulation compliance, stock indices
Funding Momentum ▲ rising
45,704 articles touch this dimension · 56.3% critical tone
20212025
signals: pre-ipo valuation, neural network ventures, ai infrastructure financing
Growth ▲ rising
110,365 articles touch this dimension · 52.9% critical tone
20212025
signals: gdp growth rate, economic output growth, gdp acceleration
AI jobs in India: who is hiring and what they ask for
Reports 923 job postings from 274 AI employers in the past year, with common skills like Python and AWS and a median advertised salary of $8 k per year.
923postings · last 12 months
1,336postings tracked overall
274employers advertising
$8kmedian advertised salary/yr (n=294)
Demand
The Skills Employers Ask For
What AI 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.
- python232▲
- javascript127▲
- aws85▲
- java79▲
- communication skills70▲
- sql69▲
- machine learning64▲
- communication62▲
- kubernetes61▲
- lead generation61▲
What level are these roles?
Entry31
Intern80
Senior196
Lead113
Manager225
What they pay, by level
- Senior$13k/yr (n=47)
Most advertised titles
- 12
- 7
- 7
- 7
- 6
- 6
36 AI-relevant internships in India were advertised over the same 12 months.
What AI research in India is working on
Lists 1,358 India‑affiliated AI research papers, noting a focus on opportunities (1,051 papers) and limited coverage of safety, environmental, and fairness issues.
How this field talks about itself
India-affiliated AI papers (gold) against all published research (grey)
Breakthrough47.8% · 26.6%1.8×
Promising29.6% · 36.8%0.8×
Descriptive8.4% · 17.4%0.5×
Problem-identifying6.0% · 9.6%0.6×
Comparative4.5% · 4.0%≈ par
Cautionary2.6% · 4.5%0.6×
India-affiliated AI literature runs 1.8× more “breakthrough” than science at large (47.8% vs 26.6% baseline).
How the work is done
Methods-led66.3%
Reviews15.0%
Empirical13.3%
Theoretical2.9%
Position pieces2.5%
How the research reads
96% positive · 1% neutral · 3% negative, across 1,358 papers.
The institutions doing the work · India
- 7k
- 7k
- 6k
- 5k
- 5k
- 3k
ranked by how often their work is cited
Leading researchers · India-affiliated work
Varun Gulshan · Lily Peng · Marc Coram · Martin C. Stumpe · Derek Wu · Xin‐She Yang · Suash Deb · Swagatam Das
The most-cited breakthroughs
- Real-time status: How often should one update? · 2k cites
- Deep Learning Techniques for Automatic MRI Cardiac Multi-Structures Segmentation and Diagnosis: Is the Problem Solved? · 2k cites
- Biomedical photoacoustic imaging · 2k cites
- CHEM21 selection guide of classical- and less classical-solvents · 2k cites
- Effective Heart Disease Prediction Using Hybrid Machine Learning Techniques · 2k cites
Common problems researchers identify562 papers · 7 recurring themes
Problems · theme 01
Cloud Security Challenges
126 papers · 22.4% of this block
▼ -17% share2022→2025 share of research on this subject
Researchers highlight vulnerabilities and protection gaps in cloud environments and data handling.
Cloud computing security · Cloud computing · Computer security · Data security
“Data Security Challenges and Its Solutions in Cloud Computing”
126 of these papers raise it as a problem
Problems · theme 02
AI System Design Issues
123 papers · 21.9% of this block
▲ +282% share2022→2025 share of research on this subject
Papers discuss architectural limits, adversarial threats, and integration hurdles for intelligent agents.
Generative grammar · Applications of artificial intelligence · Adversarial system · Very-large-scale integration
“Artificial intelligence agents and agentic AI systems: Architectures, capabilities, applications, challenges, and future directions”
123 of these papers raise it as a problem
Problems · theme 03
Load Balancing Difficulties
112 papers · 19.9% of this block
▼ -34% share2022→2025 share of research on this subject
Works examine inefficiencies and coordination problems in distributing workloads across cloud platforms.
Cloud computing · Operating system · Workload · Distributed computing
“Issues and Challenges of Load Balancing Techniques in Cloud Computing”
112 of these papers raise it as a problem
Problems · theme 04
Digital Transformation Obstacles
66 papers · 11.7% of this block
▲ +109% share2022→2025 share of research on this subject
Studies identify barriers to adopting cloud and big‑data solutions in business ecosystems.
Digital transformation · Digital economy · Cloud computing · Big data
“Digital Transformation in Business: Opportunities and Challenges”
66 of these papers raise it as a problem
Problems · theme 05
IoT‑Cloud Interoperability
61 papers · 10.9% of this block
▲ +50% share2022→2025 share of research on this subject
Research points to integration and standards gaps linking IoT devices with cloud services.
Internet of Things · Cloud computing · Interoperability · Health care
“Smart Farming: Internet of Things (IoT)-Based Sustainable Agriculture”
61 of these papers raise it as a problem
Problems · theme 06
Sustainable Computing Concerns
46 papers · 8.2% of this block
▲ +43% share2022→2025 share of research on this subject
Authors address energy consumption and carbon impact of large‑scale cloud operations.
Green computing · Energy · Carbon footprint · Sustainability
“A Systematic Survey on Energy-Efficient Techniques in Sustainable Cloud Computing”
46 of these papers raise it as a problem
Problems · theme 07
Edge‑Cloud Coordination Limits
28 papers · 5.0% of this block
▲ +37% share2022→2025 share of research on this subject
Papers explore latency, device constraints, and handoff issues between edge and cloud layers.
Enhanced Data Rates for GSM Evolution · Edge computing · Edge device · Cloud computing
“Machine Learning at the Network Edge: A Survey”
28 of these papers raise it as a problem
Cautions108 papers · 4 recurring themes
Cautions · theme 01
Scalability and Security Risks
43 papers · 39.8% of this block
▼ -3% share2022→2025 share of research on this subject
Works caution that expanding cloud services may amplify security and performance vulnerabilities.
Cloud computing · Cloud computing security · Operating system · Scalability
“Cloud Computing for Internet of Things (IoT): Opportunities and Challenges”
43 of these papers raise it as a problem
Cautions · theme 02
AI Transparency in Healthcare
26 papers · 24.1% of this block
▲ +447% share2022→2025 share of research on this subject
Researchers warn about opaque decision‑making and accountability when AI assists medical diagnostics.
Applications of artificial intelligence · Generative grammar · Transformative learning · Transparency
“Risks Associated with AI in Healthcare and Life Sciences. Artificial Intelligence in Healthcare and Life Sciences: An Update on the Multifac”
26 of these papers raise it as a problem
Cautions · theme 03
Robustness of AI Defenses
24 papers · 22.2% of this block
▲ +24% share2022→2025 share of research on this subject
Studies highlight fragility of AI‑based threat detection and the need for resilient models.
Robustness · Vulnerability · Very-large-scale integration · Random forest
“Applying AI-Based Threat Detection Systems to Secure Distributed Iot Networks and Real-Time Data Transmission in Edge Computing and Cybersec”
24 of these papers raise it as a problem
Cautions · theme 04
Digital Change Workforce Impact
15 papers · 13.9% of this block
▲ +140% share2022→2025 share of research on this subject
Papers note potential disruptions to human resources and skill gaps during digital transformation.
Digital transformation · Digital economy · Resource · Cloud computing
“Digital Transformation in Libraries: Building the Future of Smart Libraries”
15 of these papers raise it as a problem
Opportunities5,249 papers · 7 recurring themes
Opportunities · theme 01
Scalable Cloud Analytics
1,091 papers · 20.8% of this block
▲ +93% share2022→2025 share of research on this subject
Research showcases methods to harness cloud elasticity for big‑data processing and AI workloads.
Cloud computing · Scalability · Analytics · Big data
“Intelligent Load Balancing for AI-Enhanced Edge-Cloud Architectures”
Opportunities · theme 02
Advanced Pattern Recognition
1,068 papers · 20.3% of this block
▲ +6% share2022→2025 share of research on this subject
Works present breakthroughs in image and signal analysis using deep learning and classic classifiers.
Pattern recognition · Convolutional neural network · Feature extraction · Support vector machine
“PREDICTING MACHINE FAILURES AND SYSTEM SECURITY USING MACHINE LEARNING AND DEEP LEARNING ALGORITHMS”
Opportunities · theme 03
Secure Cloud Cryptography
1,002 papers · 19.1% of this block
▼ -18% share2022→2025 share of research on this subject
Papers propose hybrid encryption and AI‑driven intrusion detection to protect cloud data.
Encryption · Cloud computing · Cryptography · Computer security
“Optimizing Cloud Security with Machine Learning: Predicting and Preventing Vulnerabilities in Distributed Systems”
Opportunities · theme 04
Intelligent IoT Applications
676 papers · 12.9% of this block
▲ +59% share2022→2025 share of research on this subject
Studies demonstrate smart agriculture and monitoring systems powered by machine learning on IoT platforms.
Internet of Things · Cloud computing · Microcontroller · Precision agriculture
“Intelligent IoT-Based Water Quality Monitoring and Predictive Analysis Using Machine Learning”
Opportunities · theme 05
Optimized Cloud Scheduling
612 papers · 11.7% of this block
▼ -2% share2022→2025 share of research on this subject
Research introduces algorithms that improve resource allocation and workload distribution in cloud clusters.
Scheduling · Cloud computing · Workload · Load balancing
“An Optimized Scheduling Algorithm For Efficient Resource Allocation In Cloud Computing Environments”
Opportunities · theme 06
VLSI Design Enhancements
443 papers · 8.4% of this block
▼ -28% share2022→2025 share of research on this subject
Papers explore thermal‑aware and Bayesian methods for efficient integrated circuit layout and testing.
Electronic circuit · CMOS · Integrated circuit · Very-large-scale integration
“Thermal-Aware Small-Delay Defect Testing in Integrated Circuits for Mitigating Overkill”
Opportunities · theme 07
Smart Energy Management
357 papers · 6.8% of this block
▲ +8% share2022→2025 share of research on this subject
Works highlight machine‑learning driven control for microgrids and intelligent power distribution.
Energy management · Energy management system · Smart grid · Microgrid
“Intelligent Energy Management System for Smart Grids Using Machine Learning Algorithms”
Which of these themes are growing fastest
Tracks shifts in AI research themes by their share of global output from 2022 to 2025.
Problems
how much more (or less) of the world’s research on this subject each theme took up, 2022→2025
gaining sharelosing share
AI System Design Issues▲+282%
Digital Transformation Obstacles▲+109%
IoT‑Cloud Interoperability▲+50%
Sustainable Computing Concerns▲+43%
Edge‑Cloud Coordination Limits▲+37%
Cloud Security Challenges▼-17%
Load Balancing Difficulties▼-34%
Cautions
how much more (or less) of the world’s research on this subject each theme took up, 2022→2025
gaining sharelosing share
AI Transparency in Healthcare▲+447%
Digital Change Workforce Impact▲+140%
Robustness of AI Defenses▲+24%
Scalability and Security Risks▼-3%
Opportunities
how much more (or less) of the world’s research on this subject each theme took up, 2022→2025
gaining sharelosing share
Scalable Cloud Analytics▲+93%
Intelligent IoT Applications▲+59%
Smart Energy Management▲+8%
Advanced Pattern Recognition▲+6%
Optimized Cloud Scheduling▼-2%
Secure Cloud Cryptography▼-18%
VLSI Design Enhancements▼-28%
Blind spots
What AI research barely talks about
This field writes about itself optimistically: 79.8% of India-affiliated research here reads as a breakthrough or a promise, against 10.2% that raises a problem or a warning — 7.8 optimistic papers for every critical one. So the concerns below have to be counted directly — reading the most common topics would bury them.
| concern | papers · India | share | raised as a problem | worldwide |
|---|---|---|---|---|
| Privacy & surveillancee.g. “Security and Privacy in Fog Computing: Challenges” | 351 | 5.34% | 67 (19.1%) | 1,931 · 2.59% |
| Energy & datacenter footprinte.g. “Energy efficiency in cloud computing data centers: a survey on software technologies” | 143 | 2.18% | 21 (14.7%) | 809 · 1.09% |
| Safety & misusee.g. “Adversarial Attacks on Locally Private Graph Neural Networks” | 20 | 0.3% | 4 (20.0%) | 218 · 0.29% |
| Carbon & emissions of computee.g. “Towards carbon-aware AI: a systematic prisma review and taxonomy of green architectures, hardware life-cycle, and energy” | 15 | 0.23% | 3 (20.0%) | 59 · 0.08% |
| Hardware, e-waste & supply chaine.g. “GreenLoop: A Cloud Driven Framework for Sustainable Waste Management System” | 4 | 0.06% | 0 (0.0%) | 23 · 0.03% |
| Bias & fairnesse.g. “Maya-Viveka: Viveka-Gated Synaptic Discrimination for Class-Incremental Learning in Affective Spiking Neural Networks” | 4 | 0.06% | 0 (0.0%) | 69 · 0.09% |
| Water usee.g. “On-chip waste heat-driven absorption cooling system for sustainable data center environment: simulation” | 3 | 0.05% | 0 (0.0%) | 122 · 0.16% |
| Labour & data worke.g. “Artificial Intelligence and the Future of Work” | 3 | 0.05% | 2 (66.7%) | 22 · 0.03% |
| Concentration of compute powere.g. “5G and Beyond” | 1 | 0.02% | 1 (100.0%) | 27 · 0.04% |
Who files AI patents in India
Records 5,180 AI‑related patent filings from 5,860 organisations between 2016 and 2025, with TCS, Wipro, and Robert Bosch as top filers.
5,180 filings 2016–20255,860 assigneespeak 842 in 2021
Filing momentum
patents published / year
20162025
Who files the most
- TCS2,236
- Wipro405
- Robert Bosch215
- Jio Platforms163
- HCL Technologies133
- Infosys113
- Ericsson Telefon AB L M76
- L&T48
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About this data: built from Fliar's company, founder, funding, hiring, jobs, news, research and patent trackers, covering India. Counts are of companies we track, not of every company that exists. Updated August 2026.
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