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 ↗
India’s
agritech software industry,
in focus.
The companies, capital and talent shaping agritech software in India. Find the leaders. Understand the segments. See where the activity is.

An industry ecosystem,
measured in context.
MEET THE COMPANIESExplore India’s agritech software leaders
24 featured companies from the funding, hiring, revenue and team-size leaderboards.
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Explore India’s agritech software leaders
24 featured companies from the funding, hiring, revenue and team-size leaderboards.
Startup discovery
Recorded classifications onlyAgriTech Software industry KPIs in India
A few useful ratios bring the size of this ecosystem into perspective.
102 of 726 tracked companies have open roles.
184 of 726 tracked companies have a recorded round.
Share of disclosed capital received by the three largest recorded recipients.
Midpoint of 449 rounds with a disclosed amount.
Scale is concentrated. Opportunity is broader. The three largest funding recipients hold 50.2% of disclosed capital, while 74.7% of tracked companies have no recorded funding round.
Explore the segments →CAPITAL & COMPANY FORMATIONHow India agritech software has grown
Recorded company formation and disclosed funding across the complete annual series shown.
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How India agritech software has grown
Recorded company formation and disclosed funding across the complete annual series shown.
Disclosed funding by year
Sum of recorded funding rounds · USD
View the numbers
| Year | Funding (USD) | Founded | Raising |
|---|---|---|---|
| 2016 | $13.33M | 55 | 13 |
| 2017 | $40.55M | 59 | 18 |
| 2018 | $47.5M | 65 | 24 |
| 2019 | $87.62M | 73 | 38 |
| 2020 | $109.85M | 79 | 39 |
| 2021 | $141.14M | 71 | 42 |
| 2022 | $151.03M | 61 | 48 |
| 2023 | $166.51M | 66 | 49 |
| 2024 | $196.16M | 48 | 49 |
| 2025 | $380.67M | 20 | 38 |
Funding concentration
Share of all disclosed company funding.
- Samunnati35.9%
- Ecozen Solutions7.9%
- Jai Kisan6.5%
- Other companies49.8%
Funding by stage
550 recorded rounds since 2016
Investors appearing most often
Recorded participation in agritech software company rounds since 2016.
- 01Omnivore 29 rounds
- 02Pusa Krishi 15 rounds
- 03Blume Venture 12 rounds
- 04NABVENTURES 11 rounds
- 05Indigram labs 11 rounds
- 06Angel List 11 rounds
- 07Alteria Capital 9 rounds
- 08Better Capital 9 rounds
- 09Social Alpha 8 rounds
- 010Villgro 8 rounds
Recent recorded rounds
Latest recorded rounds · USDBacked by Vineeta Tejpal Singh.
Backed by Zephyr Management.
Backed by Caspian Equity and New Age India Fund and others.
Backed by Namita Thapar.
Largest and notable recorded rounds
Each card is one recorded roundBacked by BL Agro Oils.
Backed by Accel and Elevar Equity and others.
Backed by Blume Venture and Yara Growth Ventures and others.
Backed by Nuveen and Omnivore and others.
Backed by Syngenta Group and Blume Venture and others.
Backed by Omnivore and Mile Deep Capital and others.
Backed by Nuveen and Exim Bank and others.
Backed by Everstone Capital and Mayfield and others.
Backed by responsAbility and Accel and others.
Backed by Omnivore and Kalaari Capital and others.
THE BUSINESS BEHIND THE ACTIVITYRevenue, profitability & financial strength
Annual accounts for reporting companies linked to this landscape, on like-for-like currency and reporting bases.
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Revenue, profitability & financial strength
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 · 325 reporting entities from 422 eligible matches.
Sum of reporting-entity revenue; not India market sales.
Combined result for the same cohort.
Combined net income ÷ combined revenue.
The middle covered reporting entity.
147 of 325 covered entities.
Share of covered revenue from the five largest entities.
Annual account trend
Reported cohort totals by year; coverage is stated for every period.
Bar height shows revenue. Changes in coverage can affect totals.
Profitability has two perspectives
FY2025 · 325 reporting entities
Open the company accounts
Up to eight fixed company previews show financial amounts. Search and sort the wider company list, then continue in Radar.
| Company / reporting entity | Revenue | Net profit / loss | Net margin | Revenue growth | Total assets |
|---|---|---|---|---|---|
| Ecozen Solutions ↗U93090PN2010PTC237833 | ₹1,140.5 crore | ₹75.7 crore | +6.6% | — | ₹891.3 crore |
| ESRI Precision Agriculture ↗U74140DL1996PTC080487 | ₹323.6 crore | ₹50.5 crore | +15.6% | — | ₹361.8 crore |
| KisanKraft ↗U29220KA2005PLC066051 | ₹261.5 crore | ₹15.7 crore | +6.0% | — | ₹184.1 crore |
| Prompt ↗U39551GJ2001PTC039551 | ₹172.5 crore | ₹5.9 crore | +3.4% | — | ₹167.4 crore |
| Genus Breeding ↗U01400PN2010PTC135319 | ₹127.2 crore | ₹15.9 crore | +12.5% | — | ₹130.9 crore |
| Garuda Aerospace ↗U74900TN2015PLC102474 | ₹117.7 crore | ₹17.3 crore | +14.7% | — | ₹211.3 crore |
| CropIn ↗U72200KA2010PTC054971 | ₹26.5 crore | ₹-31.1 crore | -117.7% | — | ₹58.5 crore |
| InGreens ↗U01403WB2012PTC183380 | ₹7.3 crore | ₹0.6 crore | +7.9% | — | ₹8.7 crore |
Explore full company accounts and filings.
Explore a reporting entity
Choose “View accounts” to inspect an available company preview.
How does agritech software compare?
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.
Coverage, calculations & financial sources
Filed annual accounts for exact designated national identifiers. Every aggregate and peer pair uses one fiscal year, source currency and reporting basis; periods, coverage and overlap are explicit; 2026 partials are excluded.
The same up to eight reporting entities remain open across years, filters and sorts. Other company figures are available in Radar.
Source currencies and accounting bases stay separate. Missing accounts are excluded rather than treated as zero. Exact reporting periods appear on company previews. Annual totals can change with coverage and do not measure growth of a fixed company cohort.
Web traffic, app reach and release cadence
How the India companies on this page show up online: the sites people visit, the apps they install, and how often those apps ship.
Most-installed apps
141 of these companies (19.4%) publish at least one Android app — 293 apps in all, carrying 20.6M installs between them.
| App | Installs | Rating | Store category |
|---|---|---|---|
| AgriCentralAgriCentral | 14.1M | 4.2 | Productivity |
| GPS Map Camera: Geotag PhotoAgent Crop | 1.1M | 3.1 | Photography |
| Gramophone - Smart Farming AppGramophone | 835.7K | — | Shopping |
| Loan GanakamAgent Crop | 556.3K | 4 | Finance |
| Mobile Dairy CustomerMobile Dairy | 505.5K | — | Finance |
| KisanKraft - Agriculture AppKisanKraft | 422K | — | Productivity |
| Krishak BandhuInGreens | 296.9K | — | Productivity |
| Meri Dairy - MILK APPMeri Dairy | 204.3K | 4.3 | Business |
| ecotronEcozen Solutions | 173.3K | — | Tools |
| Krishi Diary - Fasal Ka Hisab-Carnot | 172K | — | Productivity |
Installs are lifetime totals to date at the June 2026 store reading — a measure of reach, not of people using an app today.
App reach by segment
The busiest app inside each of this page’s own segments, with the quarterly release trend behind it (2024Q1–2026Q2).
| Segment | Apps | Installs | Leading app | Release trend |
|---|---|---|---|---|
| Crop Tech | 180 | 18.8M | AgriCentral 14.1M | |
| Artificial Intelligence | 9 | 1.9M | GPS Map Camera: Geotag Photo 1.1M | |
| Regtech | 7 | 1.9M | Loan Ganakam 556.3K | |
| Livestock Tech | 94 | 1.7M | Mobile Dairy Customer 505.5K | |
| Iot Applications | 56 | 572.7K | Prompt Farmer 111.5K | |
| Water And Wastewater Management Tech | 20 | 299.1K | ecotron 173.3K | |
| Geographic Information Systems | 8 | 260.5K | Krishi Diary - Fasal Ka Hisab- 172K | |
| Renewable Energy Tech | 4 | 252.4K | GK Energy 78K |
A company can carry several segment tags, so these rows overlap and should not be added together. Trend lines are zero-based and share one quarter grid, so a flat line is a quiet segment, not a missing one.
Release cadence by quarter
New apps published, beside apps whose most recent update landed in that quarter — the second bar is how much of the shelf is still being maintained.
Darker bars are new releases, lighter bars apps updated. 141 of 293 apps carry a release date. The series ends at 2026Q1, the last quarter that closed before the June 2026 reading.
INSIDE THE INDUSTRYThe India agritech software market map
Explore the segments behind the headline numbers.
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The India agritech software market map
Explore the segments behind the headline numbers.
Where companies are building
Rank segments by scale, hiring or disclosed funding.
Companies can sit in several segments. Counts and funding overlap.
Agri tech
The largest measured segment in this report snapshot.
100 companies hiring · $1.42B disclosed funding
Explore in RadarHow companies make money
Common revenue models; a company can use more than one.
THE COMPANIES IN MOTIONWho is listing, hiring leaders, launching and winning work
Recorded corporate activity linked to companies in this landscape.
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Who is listing, hiring leaders, launching and winning work
Recorded corporate activity linked to companies in this landscape.
Recent corporate headlines 10 dated reports
Dronetech start-up Garuda Aerospace has pre-filed its draft red herring prospectus (DRHP) with the Securities and Exchange Board of India, moving a step closer to an initial public offering, according to Inc42.
EPC player of solar power projects Sadbhav Futuretech has filed its draft red herring prospectus (DRHP) with capital markets regulator Sebi to raise funds through an initial public offering (IPO). The proposed IPO is a combination of a fresh issue of up to 2.55 crore equity shares and an offer for sale (OFS) of shares worth Rs 235 crore by selling shareholders, according to the DRHP filed with Sebi.
Agri-warehousing company Sohan Lal Commodity Management has filed preliminary documents with SEBI for an IPO.
The most recent competitors to raise funding was GrowiT , which secured $3M in May, 2025.
AITMC Ventures, an agri-drone start-up, will raise ₹200 crore via IPO to fund its expansion plans.
Info Edge, the Indian job board, announced it is selling its entire stake in agritech startup Gramophone to Akshamaala Solutions (Unnati) in a share-swap deal.
Unnati is set to acquire Info Edge-backed peer startup Gramophone.
Recently Reliance has acquired 51.78% stake in drone maker Asteria Aerospace for $3.3 million.
Red meat analysis and verification platform MEQ Solutions has raised US$15 million (AU$23 million) in a Series A round from New York software VC Insight Partners.
General Aeronautics 2022 50
Full recorded event mix
Top 10 categories among 193 recorded events in the 24-month window.
IPO pipeline
6 companies with recorded IPO activity
IPO · NSE,BSE4 reports
IPO · SEBI6 reports
IPO1 reports
IPO · NSE2 reports
IPO · BSE SME3 reports
IPO1 reports
Leadership moves
5 tracked people moves
Appointment Chief Business Officer
Appointment Group Chief Financial Officer
Appointment Founder & CEO
Appointment Group Chief Technology Officer of Samunnati
Product launches
Products, platforms and features in the recorded window
IoT platform for poultry health monitoring
Automation platform
Contract wins
12 recorded customer wins
Customer: ministry of defenceDefense
Customer: Rajasthan Electronics & InstrumentsDrone Training / Aerospace
Customer: Godrej GroupIndustrial
Customer: indian armyDefence
Customer: eit food
Customer: Various private label dairy clientsPrivate label dairy product manufacturing
Regulatory events
5 recorded events
approved for IPOSEBI
approved export license
export license granted
cautionary email receivedBSE Limited
Litigation
1 tracked suits
share subscription and shareholders’ agreement complianceCivil ·
Mergers and acquisitions
Company-linked deal reports; status is preserved as recorded.
| Acquirer → target | Status | Date | Value / context |
|---|---|---|---|
| ti clean mobility→Cellestial E-mobility ↗ | Announced | 2026-04-15 | Not stated in snapshot |
| Unnati→Gramophone ↗ | Announced | 2026-01-05 | Not stated in snapshot |
| info edge→Unnati ↗ | Announced | 2026-01-04 | Not stated in snapshot |
| reliance industries→Asteria Aerospace ↗ | Completed | 2025-12-30 | $3.3M |
| adani defence & aerospace→General Aeronautics ↗ | Completed | 2025-11-28 | Not stated in snapshot |
| Samunnati→kamatan | Completed | 2025-10-10 | Not stated in snapshot |
A discussion or rumour is not a completed transaction. An unstated value is not zero.
PEOPLE & OPPORTUNITYThe talent market
209 postings in the preceding 12 months. The full 1,003-posting snapshot covers 45 employers.
Expand panel +
The talent market
209 postings in the preceding 12 months. The full 1,003-posting snapshot covers 45 employers.
Most advertised job titles
7 tracked postings mention remote work.
The seniority mix
536 postings specify a level.
Skills employers mention
Top skills across 1,003 tracked postings in the available jobs snapshot.
Median across 783 postings with pay data, expressed in USD.
Salary by seniority
Advertised posting medians do not describe all employees or roles.
Companies hiring
Large employers
| Company | Employees |
|---|---|
| Sohan Lal Commodity Management ↗ | 2,223 |
| Ecozen Solutions ↗ | 572 |
| KisanKraft ↗ | 485 |
| Samunnati ↗ | 456 |
| Eeki ↗ | 284 |
| Unnati ↗ | 277 |
| Fasal ↗ | 172 |
| Stellapps ↗ | 164 |
THE PEOPLE BUILDING THE FIELDFounders and leaders
826 founders and chief executives across 497 companies.
Expand panel +
Founders and leaders
826 founders and chief executives across 497 companies.
Anil Kumar G
Samunnati ↗Ex-CEO IFMR Rural Channels & Services, ICICI Bank, Canara Bank
Devendra Gupta
Ecozen Solutions ↗Co-Founder & CEO-Ecozen · Ex-GreenHat Ventures · Indian Institute of Technology Kharagpur BTech 2010
Arjun Ahluwalia
Jai Kisan ↗Ex-The Abraaj Group, Research Valley Funds, Zegla. Texas A&M University BBA
Ravishankar Shiroor
Stellapps ↗Ex-Wipro, Sasken, MCI WorldCom. Indian Institute of Technology Madras 1996, University of Mysore BE 1993
Krishna Kumar
CropIn ↗Ex-GE. VTU BE 2006
Agnishwar Jayaprakash
Garuda Aerospace ↗Ex-E7ham Arivu TV Show · Anna University BE 2013, Queens University of Charlotte MBA 2014, Harvard University PLD 2018
Amit Sinha
Unnati ↗Ex-Paytm, One97 Communications, Bharti Airtel, Keane Consulting Group, PricewaterhouseCoopers. IIT Dhanbad BTech 2000
Rashmit Singh Sukhmani
SatSure ↗Indian Institute of Space Science and Technology BTech 2011, Thompson Rivers University MBA 2015
Nishant Mahatre
Gramophone ↗Ex-John Deere India · IIT Kharagpur BTech 2009, IIM Ahmedabad PGDM 2014
Jaisimha Rao
Niqo Robotics ↗Ex-BlackRock · Carnegie Mellon University BS 2007
Abhay Singh
Eeki ↗Ex-Embryyo · IIT Bombay BTech 2013
Ananda Verma
Fasal ↗Ex-Manush Labs, Fossbytes, COVIAM, IBM. Vellore Institute of Technology BTech 2011, International Institute of Information Technology Bangalore MTech…
Education networks
125 profiles with education records.
Prior employers
12 profiles with prior-work records.
Profiles cover recorded founders and leaders; contact details remain in Radar.
RESEARCH SIGNALSWhat AgriTech Software research is working on
4,003 papers in the recorded india scope.
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What AgriTech Software research is working on
4,003 papers in the recorded india scope.
Research orientation
Contribution mix
Tone counts: 3,965 positive · 20 neutral · 18 negative.
- Agriculture229 papers
- Precision agriculture147 papers
- Sustainable agriculture40 papers
- Agricultural engineering36 papers
- Sustainability33 papers
- Internet of Things33 papers
- Food security30 papers
- Productivity30 papers
Landmark: A comprehensive review on automation in agriculture using artificial intelligence
- Agriculture38 papers
- Precision agriculture24 papers
- Sustainable agriculture9 papers
- Internet of Things7 papers
- Productivity7 papers
- Government6 papers
- Sustainability5 papers
- Production5 papers
Landmark: Internet of Things and smart sensors in agriculture: Scopes and challenges
- Agriculture1,823 papers
- Precision agriculture1,536 papers
- Convolutional neural network350 papers
- Agricultural engineering331 papers
- Sustainable agriculture295 papers
- Internet of Things261 papers
- Plant disease248 papers
- Sustainability247 papers
Landmark: Nanotechnology: The new perspective in precision agriculture
Leading institutions
Leading researchers
Highly cited breakthrough-labelled papers
- Internet of Things (IoT) for Smart Precision Agriculture and Farming in Rural Areas602 citations
- Towards Precision Agriculture: IoT-Enabled Intelligent Irrigation Systems Using Deep Learning Neural Network244 citations
- Deep Learning Precision Farming: Grapes and Mango Leaf Disease Detection by Transfer Learning153 citations
- AgriSegNet: Deep Aerial Semantic Segmentation Framework for IoT-Assisted Precision Agriculture147 citations
- Agricultural crop monitoring using IOT - a study142 citations
Common problems researchers identify
265 papers · 5 recurring themes
Common problems researchers identify · 01Precision Agriculture Challenges
78 papers29.4% of this theme group
Researchers highlight gaps in technology adoption and productivity gains within Indian precision farming.
Precision agriculture (70) · Agriculture (68) · Productivity (15) · Agricultural engineering (17)
State‐of‐the‐art technologies in precision agriculture: a systematic review
Precision Farming: The Future of Indian Agriculture
View research history
| Year | Share index |
|---|---|
| 2022 | 982.5 |
| 2023 | 1010.1 |
| 2024 | 1031.8 |
| 2025 | 997.0 |
Common problems researchers identify · 02Sustainability and Water Management
60 papers22.6% of this theme group
Studies flag concerns over resource use and long‑term sustainability of current agricultural practices.
Agriculture (49) · Sustainable agriculture (16) · Hyperspectral imaging (4) · Sustainability (9)
Revolutionizing Agriculture
Advancements in Irrigation Technologies and Water Management Strategies for Sustainable Agriculture: A Comprehensive Review
View research history
| Year | Share index |
|---|---|
| 2022 | 538.5 |
| 2023 | 606.7 |
| 2024 | 695.3 |
| 2025 | 878.7 |
Common problems researchers identify · 03IoT Integration Barriers
55 papers20.8% of this theme group
Papers point to technical and infrastructural obstacles limiting IoT deployment in smart farming.
Internet of Things (33) · Agriculture (47) · Precision agriculture (34) · Cloud computing (8)
Internet of Things and Machine Learning Applications for Smart Precision Agriculture
Usage of Internet of Things Based Devices in Smart Agriculture for Monitoring the field and Pest Control
View research history
| Year | Share index |
|---|---|
| 2022 | 722.7 |
| 2023 | 731.6 |
| 2024 | 872.6 |
| 2025 | 780.8 |
Common problems researchers identify · 04AI Suitability for Farming
46 papers17.4% of this theme group
Research questions the readiness of artificial intelligence tools for diverse Indian farm contexts.
Agriculture (35) · Population (11) · Applications of artificial intelligence (4) · Precision agriculture (19)
Artificial Intelligence in Smart Agriculture: Applications and Challenges
Identifying the Suitability of Artificial Intelligence Technology for Modern Farming
View research history
| Year | Share index |
|---|---|
| 2022 | 422.5 |
| 2023 | 403.9 |
| 2024 | 258.1 |
| 2025 | 271.7 |
Common problems researchers identify · 05Plant Disease Detection Limits
26 papers9.8% of this theme group
Authors note generalization issues of deep‑learning models across varied crop environments.
Plant disease (12) · Convolutional neural network (12) · Weed (6) · Generalization (3)
Plant Disease Identification Using Deep Learning: A Systematic Review
Identification of Plant Diseases Using Deep Learning and Image Processing Techniques
View research history
| Year | Share index |
|---|---|
| 2022 | 558.9 |
| 2023 | 531.3 |
| 2024 | 360.8 |
| 2025 | 504.4 |
Cautions
45 papers · 3 recurring themes
Cautions · 01IoT Impact on Food Security
22 papers48.9% of this theme group
Cautionary analyses warn that sensor reliance may affect resilience of food supply chains.
Agriculture (20) · Internet of Things (7) · Precision agriculture (14) · Food security (4)
Internet of Things and smart sensors in agriculture: Scopes and challenges
Internet of Things-Based Smart Precision Farming in Soilless Agriculture: Opportunities and Challenges for Global Food Security
View research history
| Year | Share index |
|---|---|
| 2022 | 987.7 |
| 2023 | 1019.3 |
| 2024 | 1175.9 |
| 2025 | 1136.5 |
Cautions · 02Emerging Tech and Sustainability
18 papers40.0% of this theme group
Works advise careful assessment of new smart‑farming tools against climate and ecological goals.
Sustainable agriculture (7) · Agriculture (14) · Precision agriculture (8) · Emerging technologies (3)
Towards Sustainable Agriculture: A Comprehensive Survey on Next Generation Smart Farming
A Comprehensive Review of Remote Sensing and Artificial Intelligence-Based Smart Agriculture for Assessing Climate Change Impacts
View research history
| Year | Share index |
|---|---|
| 2022 | 90.9 |
| 2023 | 107.5 |
| 2024 | 149.0 |
| 2025 | 213.4 |
Cautions · 03Soil Fertility Mapping Risks
3 papers6.7% of this theme group
Studies caution about data accuracy and scalability when mapping soil health at fine resolutions.
Soil fertility (2)
Quantifying Fertilizer Application Response Variability with VHR Satellite NDVI Time Series in a Rainfed Smallholder Cropping System of Mali
GPS-GIS-Based Soil Fertility Maps of Shahada Tahsil of Nandurbar District (M.S.)
View research history
| Year | Share index |
|---|---|
| 2022 | 53.5 |
| 2023 | 51.2 |
| 2024 | 38.9 |
| 2025 | 47.7 |
A further 2 papers sit in smaller themes.
Opportunities
2,890 papers · 7 recurring themes
Opportunities · 01Wireless Sensor Networks
596 papers20.6% of this theme group
Opportunities focus on leveraging sensor networks to improve crop monitoring and management efficiency.
Precision agriculture (550) · Agriculture (447) · Agricultural engineering (116) · Wireless sensor network (53)
Automation and AI in Precision Agriculture: Innovations for Enhanced Crop Management and Sustainability
Revolutionizing Agriculture: Innovative Techniques, Applications, and Future Prospects in Precision Farming
View research history
| Year | Share index |
|---|---|
| 2022 | 442.5 |
| 2023 | 430.8 |
| 2024 | 462.5 |
| 2025 | 337.8 |
Opportunities · 02Deep Learning for Disease Diagnosis
537 papers18.6% of this theme group
Research highlights rapid, accurate plant disease detection using advanced convolutional models.
Plant disease (240) · Convolutional neural network (230) · Pattern recognition (70) · Transfer of learning (57)
Hybrid Deep Learning Approach for Automated Plant Disease Detection in Precision Agriculture
Plant Disease Detection Using Deep Learning
View research history
| Year | Share index |
|---|---|
| 2022 | 465.2 |
| 2023 | 444.1 |
| 2024 | 270.5 |
| 2025 | 402.7 |
Opportunities · 03Cloud‑Enabled IoT Farming
525 papers18.2% of this theme group
Papers explore scalable cloud platforms that enhance real‑time decision making in precision agriculture.
Internet of Things (243) · Agriculture (373) · Precision agriculture (355) · Cloud computing (91)
Smart Farming using IoT, a solution for optimally monitoring farming conditions
Integrating artificial intelligence and Internet of Things (IoT) for enhanced crop monitoring and management in precision agriculture
View research history
| Year | Share index |
|---|---|
| 2022 | 722.7 |
| 2023 | 731.6 |
| 2024 | 872.6 |
| 2025 | 780.8 |
Opportunities · 04Sustainable Agroecology Solutions
452 papers15.6% of this theme group
Works propose intelligent systems that integrate weather forecasting and ecological practices for resilient farming.
Agriculture (350) · Sustainability (99) · Agroecology (26) · Sustainable agriculture (91)
Intelligent Farming System With Weather Forecast Support and Crop Prediction
A Study to Know the Role of AI and Sustainability in Agriculture
View research history
| Year | Share index |
|---|---|
| 2022 | 441.2 |
| 2023 | 496.3 |
| 2024 | 585.4 |
| 2025 | 764.3 |
Opportunities · 05Multispectral Imaging for Crop Health
364 papers12.6% of this theme group
Studies demonstrate early stress detection using hyperspectral data combined with deep learning techniques.
Hyperspectral imaging (40) · Multispectral image (38) · Vegetation (26) · Precision agriculture (140)
Deep Learning-Based Multisensor Approach for Precision Agricultural Crop Classification Based on Nitrogen Levels
Early Detection of Crop Stress Using Deep Learning and Multispectral Imaging for Sustainable Agriculture
View research history
| Year | Share index |
|---|---|
| 2022 | 199.0 |
| 2023 | 210.1 |
| 2024 | 209.0 |
| 2025 | 223.4 |
Opportunities · 06Machine Learning Yield Forecasting
297 papers10.3% of this theme group
Research emphasizes predictive models that optimize crop selection and improve yield outcomes.
Crop yield (120) · Yield (81) · Random forest (67) · Agriculture (206)
Agriculture Crop Selection and Yield Prediction using Machine Learning Algorithms
Machine Learning for Enhanced Crop Management and Optimization of Yield in Precision Agriculture
View research history
| Year | Share index |
|---|---|
| 2022 | 230.2 |
| 2023 | 238.8 |
| 2024 | 187.2 |
| 2025 | 277.5 |
Opportunities · 07AI‑Driven Weed Management
119 papers4.1% of this theme group
Papers present vision‑based approaches for precise weed identification and control in field settings.
Weed (92) · Weed control (42) · Precision agriculture (73) · Agriculture (57)
Computer Vision and Deep Learning-enabled Weed Detection Model for Precision Agriculture
An Improved Analysis of Weed Prediction in Precision Agriculture using Deep Learning
View research history
| Year | Share index |
|---|---|
| 2022 | 101.0 |
| 2023 | 94.0 |
| 2024 | 95.5 |
| 2025 | 106.9 |
How this field compares with the research baseline
Orientation shares compared with 25,000 papers in the reference sample.
| Research orientation | This field | Reference sample |
|---|---|---|
| Promising | 49.1% | 36.5% |
| Breakthrough | 29.4% | 26.5% |
| Descriptive | 9.7% | 17.7% |
| Problem-identifying | 7.3% | 9.8% |
| Comparative | 3.2% | 3.8% |
| Cautionary | 1.2% | 4.8% |
| Critical | 0.1% | 0.9% |
Concerns receiving less research attention
Counts and shares refer to the stated research pool. A low count describes how much of that research is recorded here, not the absence of a real-world concern.
| Concern / example paper | Papers | Share | Raised as a problem | Worldwide share |
|---|---|---|---|---|
| Privacy & surveillanceSecurity and Privacy in Smart Farming: Challenges and Opportunities | 28 | 0.77% | 4 (14.3%) | 0.37% |
| Bias & fairnessSelection of Hyperspectral Narrowbands (HNBs) and Composition of Hyperspectral Twoband Vegetation Indices (HVIs) for Bio | 9 | 0.25% | 0 (0.0%) | 0.15% |
| Energy & datacenter footprintAgriFusion: A Low‐Carbon Sustainable Computing Approach for Precision Agriculture Through Probabilistic Ensemble Crop Re | 4 | 0.11% | 0 (0.0%) | 0.06% |
| Hardware, e-waste & supply chainGreenGrow AI: AI-based Smart Farming and Organic Waste Management | 2 | 0.06% | 0 (0.0%) | 0.03% |
| Water useOptimization Water Usage in Crop Yields Agriculture using Machine Learning Technique | 1 | 0.03% | 0 (0.0%) | 0.0% |
| Safety & misuseAnalysis on Data by Deterioration Ambiguity Technique Using Data Analysis for Agriculture | 1 | 0.03% | 0 (0.0%) | 0.01% |
| Carbon & emissions of compute | 0 | 0.0% | 0 (%) | 0.0% |
| Labour & data work | 0 | 0.0% | 0 (%) | 0.0% |
| Concentration of compute power | 0 | 0.0% | 0 (%) | 0.0% |
Institution and researcher rankings use citations to their covered work. Research scope: India. This may be broader than the company geography.
DEMAND, SUPPLY & PLACEWhere demand signals run ahead of mapped supply — India
Compare demand signals in India’s newsflow with the agritech software categories mapped to each signal.
Expand panel +
Where demand signals run ahead of mapped supply — India
Compare demand signals in India’s newsflow with the agritech software 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.
The opportunity, in one view
Signal and mapped-supply percentiles, their gap, and change in the signal’s article share.
Swipe horizontally to compare all columns →
| Signal family | Signal percentile | Supply percentile | Relative gap | Gap (points) | Signal share vs prior year |
|---|---|---|---|---|---|
| Crop science & resilience ↗Adoption Shift | 71.4 | 0.0 | +71.4 | +89.7% | |
| Post-harvest & exports ↗Investment Build-Out | 57.1 | 33.3 | +23.8 | +80.8% | |
| Monsoon, drought & crop shocks ↗Environmental Driver | 85.7 | 83.3 | +2.4 | +77.4% | |
| Inputs & irrigation ↗Demand Driver | 50.0 | 83.3 | -33.3 | +75.8% | |
| Livestock & dairy ↗Demand Driver | 21.4 | — | No matching category | — | +67.7% |
| Inflation & spending pressure ↗Spending Pressure | 50.0 | — | No matching category | — | +28.9% |
| E-commerce & quick delivery ↗Channel Shift | 0.0 | — | No matching category | — | -5.9% |
| Layoffs & income shocks ↗Spending Pressure | 64.3 | — | No matching category | — | +77.0% |
Showing all 8 signals. Select a family for its history and mapped categories.
Where the signals are loudest
All 12 city readings for these demand families in the comparison geography. India is highlighted.
Each city’s reading is a share of its own coverage.
Monsoon, drought & crop shocks · Crop science & resilience · Post-harvest & exports
Monsoon, drought & crop shocks · Inputs & irrigation · Crop science & resilience
Monsoon, drought & crop shocks · Inputs & irrigation · Post-harvest & exports
Monsoon, drought & crop shocks · Inputs & irrigation · Crop science & resilience
Monsoon, drought & crop shocks · Crop science & resilience · Inputs & irrigation
Monsoon, drought & crop shocks · Crop science & resilience · Inputs & irrigation
Monsoon, drought & crop shocks · Inflation & spending pressure · Inputs & irrigation
Monsoon, drought & crop shocks · Inputs & irrigation · Crop science & resilience
Monsoon, drought & crop shocks · Inflation & spending pressure · Layoffs & income shocks
Monsoon, drought & crop shocks · Crop science & resilience · Inputs & irrigation
Monsoon, drought & crop shocks · Inputs & irrigation · Crop science & resilience
Monsoon, drought & crop shocks · Inputs & irrigation · Post-harvest & exports
Inside the leading signals
Open any signal for its quarterly historyADOPTION SHIFTCrop science & resilience+71.4percentile-point gap
Resilience breeding can shift what farms buy — seeds, traits and the tools around them.
Mapped agritech software categories
- Agritech708
- B2B Agritech652
Companies can appear in multiple categories; these counts are not a unique-company total.
Quarterly share of India coverage
Mentions per 10,000 articles · zero baseline
View quarterly signal counts
| Quarter | Mentions | Per 10,000 articles |
|---|---|---|
| 2024Q3 | 292 | 5.72 |
| 2024Q4 | 234 | 4.62 |
| 2025Q1 | 198 | 4.22 |
| 2025Q2 | 262 | 6.95 |
| 2025Q3 | 359 | 7.44 |
| 2025Q4 | 324 | 8.71 |
| 2026Q1 | 344 | 7.29 |
Where this signal concentrates in the comparison geography
INVESTMENT BUILD-OUTPost-harvest & exports+23.8percentile-point gap
Storage and export build-out can pull processing and cold-chain demand with it.
Mapped agritech software categories
- Agritech708
- B2B Agritech652
- Food And Agriculture Saas150
Companies can appear in multiple categories; these counts are not a unique-company total.
Quarterly share of India coverage
Mentions per 10,000 articles · zero baseline
View quarterly signal counts
| Quarter | Mentions | Per 10,000 articles |
|---|---|---|
| 2024Q3 | 167 | 3.27 |
| 2024Q4 | 158 | 3.12 |
| 2025Q1 | 255 | 5.43 |
| 2025Q2 | 186 | 4.93 |
| 2025Q3 | 258 | 5.35 |
| 2025Q4 | 215 | 5.78 |
| 2026Q1 | 380 | 8.05 |
Where this signal concentrates in the comparison geography
ENVIRONMENTAL DRIVERMonsoon, drought & crop shocks+2.4percentile-point gap
Weather shocks can pull irrigation, crop-protection and risk tooling demand season by season.
Mapped agritech software categories
- Agri Tech709
- Agritech708
- B2B Agritech652
- Food And Agriculture Saas150
Companies can appear in multiple categories; these counts are not a unique-company total.
Quarterly share of India coverage
Mentions per 10,000 articles · zero baseline
View quarterly signal counts
| Quarter | Mentions | Per 10,000 articles |
|---|---|---|
| 2024Q3 | 2110 | 41.32 |
| 2024Q4 | 826 | 16.31 |
| 2025Q1 | 267 | 5.69 |
| 2025Q2 | 1674 | 44.39 |
| 2025Q3 | 3799 | 78.77 |
| 2025Q4 | 945 | 25.41 |
| 2026Q1 | 398 | 8.43 |
Where this signal concentrates in the comparison geography
DEMAND DRIVERInputs & irrigation-33.3percentile-point gap
Input costs can pull efficiency tooling — water, fertilizer and soil tech first.
Mapped agritech software categories
- Agri Tech709
- Agritech708
- B2B Agritech652
- Food And Agriculture Saas150
Companies can appear in multiple categories; these counts are not a unique-company total.
Quarterly share of India coverage
Mentions per 10,000 articles · zero baseline
View quarterly signal counts
| Quarter | Mentions | Per 10,000 articles |
|---|---|---|
| 2024Q3 | 346 | 6.78 |
| 2024Q4 | 322 | 6.36 |
| 2025Q1 | 332 | 7.08 |
| 2025Q2 | 283 | 7.5 |
| 2025Q3 | 609 | 12.63 |
| 2025Q4 | 426 | 11.45 |
| 2026Q1 | 408 | 8.65 |
Where this signal concentrates in the comparison geography
DEMAND DRIVERLivestock & dairy—supply not mapped
Livestock economics can pull husbandry, feed and health tooling demand.
Mapped agritech software categories
This signal has no matching category in the page’s agritech software market map, so no supply percentile or gap is assigned.
Quarterly share of India coverage
Mentions per 10,000 articles · zero baseline
View quarterly signal counts
| Quarter | Mentions | Per 10,000 articles |
|---|---|---|
| 2024Q3 | 111 | 2.17 |
| 2024Q4 | 97 | 1.92 |
| 2025Q1 | 112 | 2.39 |
| 2025Q2 | 111 | 2.94 |
| 2025Q3 | 173 | 3.59 |
| 2025Q4 | 150 | 4.03 |
| 2026Q1 | 171 | 3.62 |
Where this signal concentrates in the comparison geography
SPENDING PRESSUREInflation & spending pressure—supply not mapped
Sustained price pressure can shift spending toward value formats.
Mapped agritech software categories
This signal has no matching category in the page’s agritech software market map, so no supply percentile or gap is assigned.
Quarterly share of India coverage
Mentions per 10,000 articles · zero baseline
View quarterly signal counts
| Quarter | Mentions | Per 10,000 articles |
|---|---|---|
| 2024Q3 | 626 | 12.26 |
| 2024Q4 | 941 | 18.58 |
| 2025Q1 | 749 | 15.96 |
| 2025Q2 | 814 | 21.58 |
| 2025Q3 | 1411 | 29.26 |
| 2025Q4 | 592 | 15.92 |
| 2026Q1 | 736 | 15.6 |
Where this signal concentrates in the comparison geography
CHANNEL SHIFTE-commerce & quick delivery—supply not mapped
Online and quick-commerce adoption can migrate spend across channels faster than networks adapt.
Mapped agritech software categories
This signal has no matching category in the page’s agritech software market map, so no supply percentile or gap is assigned.
Quarterly share of India coverage
Mentions per 10,000 articles · zero baseline
View quarterly signal counts
| Quarter | Mentions | Per 10,000 articles |
|---|---|---|
| 2024Q3 | 144 | 2.82 |
| 2024Q4 | 211 | 4.17 |
| 2025Q1 | 192 | 4.09 |
| 2025Q2 | 125 | 3.31 |
| 2025Q3 | 165 | 3.42 |
| 2025Q4 | 104 | 2.8 |
| 2026Q1 | 114 | 2.42 |
Where this signal concentrates in the comparison geography
SPENDING PRESSURELayoffs & income shocks—supply not mapped
Layoff cycles can pull discretionary spend back toward value offerings.
Mapped agritech software categories
This signal has no matching category in the page’s agritech software market map, so no supply percentile or gap is assigned.
Quarterly share of India coverage
Mentions per 10,000 articles · zero baseline
View quarterly signal counts
| Quarter | Mentions | Per 10,000 articles |
|---|---|---|
| 2024Q3 | 372 | 7.29 |
| 2024Q4 | 229 | 4.52 |
| 2025Q1 | 324 | 6.91 |
| 2025Q2 | 347 | 9.2 |
| 2025Q3 | 591 | 12.25 |
| 2025Q4 | 387 | 10.41 |
| 2026Q1 | 423 | 8.96 |
Where this signal concentrates in the comparison geography
RESEARCH & CHANGING CONVERSATIONSRelated research and changing coverage
India agritech software coverage
Expand panel +
Related research and changing coverage
India agritech software coverage
Soil Salinity and Food Security in India
Frontiers in Sustainable Food Systems
445 citations in the snapshot
Impacts of a national lockdown on smallholder farmers’ income and food security: Empirical evidence from two states in India
World Development
261 citations in the snapshot
Assessing soil properties and nutrient availability under conservation agriculture practices in a reclaimed sodic soil in cereal-based systems of North-West India
Archives of Agronomy and Soil Science
253 citations in the snapshot
The feminization of agriculture or the feminization of agrarian distress? Tracking the trajectory of women in agriculture in India
Journal of the Asia Pacific Economy
225 citations in the snapshot
What is growing in this coverage
India coverage of this page's demand families
| Keyword | Recent articles | Prior articles | Share change |
|---|---|---|---|
| youth agriculture programs | 106 | 33 | 259.7% |
| agricultural extension outreach | 82 | 30 | 206.1% |
| agribusiness education | 68 | 25 | 204.6% |
| rural infrastructure projects | 92 | 36 | 186.2% |
| fertilizer placement techniques | 196 | 78 | 181.4% |
| farm accident prevention | 67 | 27 | 177.9% |
Share changes describe coverage in the stated comparison periods, not search demand or market size.
GEOGRAPHIC FOOTPRINTWhere companies are based
Company counts, hiring and disclosed funding across the recorded hubs.
Expand panel +
Where companies are based
Company counts, hiring and disclosed funding across the recorded hubs.

Bengaluru
113 companies28.8% across the displayed hubs
19 companies hiring · $250.4M disclosed funding
Explore companies in Bengaluru ↗
Hyderabad
69 companies17.6% across the displayed hubs
11 companies hiring · $18.6M disclosed funding
Explore companies in Hyderabad ↗
Pune
58 companies14.8% across the displayed hubs
6 companies hiring · $128.6M disclosed funding
Explore companies in Pune ↗
Chennai
34 companies8.7% across the displayed hubs
8 companies hiring · $573.8M disclosed funding
Explore companies in Chennai ↗
Mumbai
33 companies8.4% across the displayed hubs
8 companies hiring · $100.3M disclosed funding
Explore companies in Mumbai ↗
Ahmedabad
32 companies8.2% across the displayed hubs
8 companies hiring · $7.2M disclosed funding
Explore companies in Ahmedabad ↗
Delhi
31 companies7.9% across the displayed hubs
5 companies hiring · $70.6M disclosed funding
Explore companies in Delhi ↗
Gurugram
22 companies5.6% across the displayed hubs
5 companies hiring · $25.2M disclosed funding
Explore companies in Gurugram ↗AgriTech Software in India: key questions
Clear definitions for making better comparisons.
What does this landscape measure?
It measures the tracked company ecosystem, recorded funding, hiring and other available evidence. It is not a market-size estimate.
Can segment counts be added together?
No. A company can belong to several segments, so segment counts and funding can overlap.
What does a missing figure mean?
A dash or unavailable panel means the current reviewed source snapshot does not support that figure.
Company ecosystem snapshot: 1 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 ↗