Industry landscapes
The companies, capital and talent shaping food and agriculture in Bengaluru. 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 ↗
A few useful ratios bring the size of this ecosystem into perspective.
98 of 1,005 tracked companies have open roles.
140 of 1,005 tracked companies have a recorded round.
Share of disclosed capital received by the three largest recorded recipients.
Midpoint of 396 rounds with a disclosed amount.
Scale is concentrated. Opportunity is broader. The three largest funding recipients hold 43.3% of disclosed capital, while 86.1% 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 | $86.86M | 46 | 16 |
| 2017 | $85.88M | 57 | 25 |
| 2018 | $163.88M | 57 | 28 |
| 2019 | $111.78M | 64 | 30 |
| 2020 | $166.53M | 68 | 34 |
| 2021 | $393.73M | 57 | 36 |
| 2022 | $332.16M | 70 | 41 |
| 2023 | $181.86M | 47 | 33 |
| 2024 | $95.03M | 39 | 31 |
| 2025 | $58.41M | 15 | 29 |
Share of all disclosed company funding.
456 recorded rounds since 2016
Recorded participation in food and agriculture company rounds since 2016.
Backed by Bikaji Foods Family Office.
Backed by Indian Angel Network and Signal Ventures and others.
Backed by Vikas Katoch and Sumit Maheshwari.
Backed by Middha Ventures.
Backed by Benne Holdco.
Backed by 8i Ventures and Big Capital and others.
Backed by RPSG Capital Ventures and Sharrp Ventures and others.
Backed by Redbrook.
Backed by NSR Partners and KKR and others.
Backed by Multiples Alternate Asset Management and Vertex Ventures and others.
Backed by Amansa Capital and Axis Growth Avenues AIF–I and others.
Backed by Iron Pillar and Ascent Capital and others.
Backed by Investcorp and ACG and others.
Backed by Newquest and Premji Invest.
Backed by Avendus and 360 One and others.
Backed by Lathe Investment.
Backed by Motilal Oswal.
Backed by Creaegis and WestBridge Capital 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 · 308 reporting entities from 402 eligible matches.
Sum of reporting-entity revenue; not Bengaluru market sales.
Combined result for the same cohort.
Combined net income ÷ combined revenue.
The middle covered reporting entity.
173 of 308 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 · 308 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 |
|---|---|---|---|---|---|
| Diageo India ↗L01551KA1999PLC024991 | ₹26,779.5 crore | ₹1,558.2 crore | +5.8% | — | ₹12,717.9 crore |
| United Breweries ↗L36999KA1999PLC025195 | ₹19,400.8 crore | ₹441.2 crore | +2.3% | — | ₹8,211.6 crore |
| John Distilleries ↗U51228KA1996PTC021158 | ₹9,401.0 crore | ₹1.8 crore | +0.0% | — | ₹1,147.4 crore |
| Orkla India ↗L15136KA1996PLC021007 | ₹2,370.1 crore | ₹253.9 crore | +10.7% | — | ₹3,160.7 crore |
| Amrut Distilleries ↗U51101KA1972PTC002246 | ₹1,873.6 crore | ₹38.2 crore | +2.0% | — | ₹679.4 crore |
| Cafe Coffee Day ↗U85110KA1993PLC015001 | ₹1,033.3 crore | ₹-173.8 crore | -16.8% | — | ₹2,004.8 crore |
| Barbeque Nation ↗L55101KA2006PLC073031 | ₹980.7 crore | ₹-35.3 crore | -3.6% | — | ₹1,184.6 crore |
| Hector Beverages ↗U15549HR2009PTC039586 | ₹668.3 crore | ₹46.0 crore | +6.9% | — | ₹460.4 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 Bengaluru companies on this page show up online: the sites people visit, the apps they install, and how often those apps ship.
13 of the 1,005 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 206,481 visits.
| Company | Monthly visits | Authority | Mobile |
|---|---|---|---|
| Barbeque Nationbarbequenation.com | 930,115 | 53 | 92.4% |
| Liciouslicious.in | 909,310 | 49 | 93.8% |
| Good Monkgoodmonk.in | 618,720 | 23 | 97.4% |
| Akshaya Patraakshayapatra.org | 477,106 | 44 | 94.6% |
| FreshToHomefreshtohome.com | 439,481 | 42 | 93.2% |
| Archana\'s Kitchenarchanaskitchen.com | 228,377 | 40 | 88.5% |
| Teaboxteabox.com | 206,481 | 40 | 88.9% |
| Hebbevuhebbevu.com | 122,187 | 23 | 96.2% |
| California Burritocaliforniaburrito.in | 94,984 | 33 | 89.5% |
| Bingobingosnacks.com | 94,401 | 33 | 97% |
Visits and authority are third-party web estimates, not company-reported figures.
51 of these companies (5.1%) publish at least one Android app — 70 apps in all, carrying 42.7M installs between them.
| App | Installs | Rating | Store category |
|---|---|---|---|
| Licious - Chicken, Fish & MeatLicious | 18.6M | 4.5 | Food & Drink |
| Fresh To Home - Meat DeliveryFreshToHome | 14.1M | 4.3 | Shopping |
| Barbeque Nation-Buffets & MoreBarbeque Nation | 6.6M | 4.2 | Food & Drink |
| SPAR India Online Shopping AppSpar | 1.3M | 3.5 | Shopping |
| Third Wave Coffee - IndiaThird Wave Coffee | 716.8K | 4.8 | Food & Drink |
| Sri Sri TattvaSri Sri Tattva | 265.5K | — | Food & Drink |
| CCD - Café Coffee DayCafe Coffee Day | 199.1K | — | Food & Drink |
| DelfrezDelfrez | 178.3K | — | Food & Drink |
| AS-IT-IS NutritionAS-IT-IS Nutrition | 144.1K | — | Shopping |
| Healthy MasterHealthy Master | 102.6K | — | Shopping |
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 (2023Q2–2026Q2).
| Segment | Apps | Installs | Leading app | Release trend |
|---|---|---|---|---|
| Food & Beverage Products | 18 | 34.1M | Licious - Chicken, Fish & Meat 18.6M | |
| Online Grocery | 9 | 33.7M | Fresh To Home - Meat Delivery 14.1M | |
| Food Service Chains | 16 | 7.7M | Barbeque Nation-Buffets & More 6.6M | |
| Food Retailers | 9 | 1.4M | SPAR India Online Shopping App 1.3M | |
| Livestock Farming | 2 | 36K | Ideal Chicken 32.9K | |
| Payments | 2 | 26.5K | My Wealth Galaxy 24.2K | |
| Food Processing | 8 | 13K | SBL Direct Bhagyalakshmi 5.6K | |
| Animal Feed And Nutrition | 2 | 3.4K | Belchick - Chicken & Marinades 3.4K |
A company can carry several segment tags, so these rows overlap and should not be added together. Trend lines are zero-based and share one quarter grid, so a flat line is a quiet segment, not a missing one.
New apps published, beside apps whose most recent update landed in that quarter — the second bar is how much of the shelf is still being maintained.
Darker bars are new releases, lighter bars apps updated. 32 of 70 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.
38 companies hiring · $1.66B disclosed funding
Explore in RadarCommon revenue models; a company can use more than one.
Recorded corporate activity linked to companies in this landscape.
The acquisition of Royal Challengers Bengaluru (RCB) in March, for instance, had included both the men’s Indian Premier League franchise and the Women’s Premier League franchise, from United Spirits Limited (USL), a subsidiary of Diageo plc.
from being bought for around the $111.6 million in 2008 RCB has now reached nearly valuation of $1.78 billion.
Boba Bhai Raises ₹40 Crore to Expand Offline Presence
early-stage ecommerce startups Peping and Bubble Me also secured smaller funding rounds.
Bengaluru: Preventive nutrition startup Good Monk has secured ₹33 crore in a pre Series A funding round, valuing the company at ₹175 crore.
Urban Harvest, a B2B startup specializing in fresh produce and food supply, has acquired premium gourmet packaged food brand Cocosutra through an all-cash deal valued at INR 2.5 crore.
London-based private equity (PE) firm Apax Partners has picked up an over 35% minority stake in iD Fresh Food in a deal pegged at more than Rs 1,500 crore.
FreshToHome, a Bengaluru-based meat and seafood delivery platform, has secured ₹75 crore ($8.5 million) through a fresh debt round from Trifecta Venture as it accelerates expansion in the competitive quick commerce and fresh produce segments.
Toffee Coffee Roasters, a premium coffee brand, has raised ₹5 crore in a Pre-series A round led by Inflection Point Ventures (IPV). The round also saw participation from 66 bridge partners, Abhijit Vemuganti and Invesst as well.
Bengaluru-based quick service restaurant chain California Burrito has raised about Rs 120 crore ($14 million) from Elevation Capital, marking its biggest fundraise since inception.
Top 10 categories among 580 recorded events in the 24-month window.
7 companies with recorded IPO activity
IPO2 reports
IPO1 reports
IPO5 reports
IPO1 reports
IPO1 reports
IPO1 reports
IPO1 reports
15 tracked people moves
Resignation Previously Chief Human Resources Officer
Appointment Member of the Board
Appointment Member of the Board
Appointment Interim General Counsel
Appointment Independent Director
Appointment Chief Business Officer
Resignation Previously Vice President - Commercial Finance
Appointment Associate Director – PR and Communications
Products, platforms and features in the recorded window
Fresh batter
Fresh batter
Retail Store
Momos
Beer
Dairy product
Dairy product
Breakfast, Protein
3 recorded customer wins
Customer: Debenture holdersHospitality
Customer: third partyHospitality
Customer: Indian Glycols Limited (IGL)Alcoholic beverages
2 companies with reported reductions
80 rolescost re-prioritisation
Scale not stated roles
28 recorded events
tax demandMaharashtra State VAT Department
tax demand imposedMaharashtra State VAT Department
approved
disclosedSEBI
14 tracked suits
trademark disputeCivil · Verdict
Water charges disputeCivil · Settled
Reported company results in the recorded window.
Median across 200 reported growth observations; companies may contribute multiple periods.
Company-linked deal reports; status is preserved as recorded.
| Acquirer → target | Status | Date | Value / context |
|---|---|---|---|
| United Spirits→Royal Challengers Bengaluru | Completed | 2026-05-03 | Not stated in snapshot |
| itc→Yoga Bar ↗ | Rumored | 2026-04-07 | Not stated in snapshot |
| United Spirits→Royal Challengers Bangalore | Completed | 2026-03-24 | $110.0M |
| Indian Poultry Alliance (IPA)→Kwality House ↗ | Announced | 2026-03-04 | Not stated in snapshot |
| sbi mutual fund→United Breweries ↗ | Announced | 2026-02-01 | Not stated in snapshot |
| urban harvest→Cocosutra ↗ | Announced | 2026-01-12 | Not stated in snapshot |
A discussion or rumour is not a completed transaction. An unstated value is not zero.
437 postings in the preceding 12 months. The full 613-posting snapshot covers 69 employers.
0 tracked postings mention remote work.
398 postings specify a level.
Top skills across 613 tracked postings in the available jobs snapshot.
Median across 106 postings with pay data, expressed in USD.
Advertised posting medians do not describe all employees or roles.
| Company | Employees |
|---|---|
| Tata Coffee ↗ | 11,813 |
| Hindustan Coca-Cola Beverages ↗ | 5,001 |
| mysore paper mills ↗ | 5,000 |
| Hotel Empire ↗ | 4,002 |
| ID Fresh Food ↗ | 1,813 |
| California Burrito ↗ | 1,405 |
| Sri Sri Tattva ↗ | 1,185 |
| Third Wave Coffee ↗ | 1,128 |
758 founders and chief executives across 526 companies.
Ex-Futurisk Insurance Broking, India Insure Risk Management Services, Google · Bangalore University BSc 2007
Ex-Mindtree, Way2wealth, Coffee Day Natural Resources, Way2wealth Securities. St. Aloysius College
Founder Dbaux, ex-Zynga, SupportSoft, ESRI. Model Engineering College, Cochin BTech 1999
Ex-The Coca-Cola Company. The Wharton School MBA 2010
IIM Bangalore MBA 2007
Founder & CEO Mountain Trail Foods, ex-RSA, EMC Computer Systems, Microsoft. Thapar Institute of Engineering and Technology BE, HBS MBA 2006
Ex-Co-Founder-Clustr · Northwestern University BE 2013
Ex-Founder Satvikk Speciality Foods · Jain Group · Bangalore University BCA 2005, SYMBIOSIS INTERNATIONAL UNIVERSITY MBA 2010
SRCC BCom 2003, IIM Bangalore PGP 2005
Sydenham Institute of Management Studies BCom, SIBM Bengaluru MBA
Co-Founder FinAdvantage, ex-KPMG. Bangalore University BCom 2003, LBS MBA 2012
Ex-Founder Swiggy, Dineout, SteppinOut, Rices Obliquity. Ramaiah Institute Of Technology BTech 2014
71 profiles with education records.
17 profiles with prior-work records.
Profiles cover recorded founders and leaders; contact details remain in Radar.
6,789 articles in the measured 12-month window.
Food and Agriculture coverage tagged Bengaluru · articles per complete quarter
| Quarter | Articles |
|---|---|
| 2021Q2 | 782 |
| 2021Q3 | 1,088 |
| 2021Q4 | 940 |
| 2022Q1 | 1,025 |
| 2022Q2 | 1,248 |
| 2022Q3 | 1,316 |
| 2022Q4 | 1,384 |
| 2023Q1 | 1,348 |
| 2023Q2 | 1,799 |
| 2023Q3 | 1,742 |
| 2023Q4 | 1,684 |
| 2024Q1 | 1,694 |
| 2024Q2 | 1,819 |
| 2024Q3 | 2,322 |
| 2024Q4 | 2,409 |
| 2025Q1 | 2,256 |
| 2025Q2 | 1,486 |
| 2025Q3 | 1,928 |
| 2025Q4 | 1,552 |
| 2026Q1 | 1,808 |
Article volume measures coverage, not market sales.
1,185 recorded company events across 57 companies; percentages use that event total.
Food and Agriculture coverage tagged Bengaluru · ranked by full-period article count.
Recent and prior counts use the source comparison windows.
India comparison coverage
| Keyword | Recent | Prior | Change |
|---|---|---|---|
| tariff structure agriculture | 680 | 435 | 56% |
| master farmer programs | 679 | 399 | 70% |
| youth agriculture programs | 628 | 411 | 53% |
| tariff negotiations | 588 | 282 | 109% |
| agribusiness education | 525 | 357 | 47% |
| trade facilitation commitments | 516 | 166 | 211% |
| commodity export strategies | 516 | 358 | 44% |
| trade barrier reduction | 480 | 201 | 139% |
| agricultural extension outreach | 435 | 217 | 100% |
| crop adaptation research | 425 | 276 | 54% |
| stock performance | 807 | 1,242 | -35% |
| stock indices | 403 | 777 | -48% |
| ipo prospectus | 317 | 556 | -43% |
| pre-ipo valuation | 246 | 464 | -47% |
| ipo | 258 | 456 | -43% |
India comparison coverage
stock performance, stock indices, trade compliance agriculture
46.8% critical · 39.8% positivepre-ipo valuation, ipo prospectus, agricultural venture capital
48.0% critical · 54.6% positiveeconomic output growth, gdp growth rate, economic growth statistics
35.6% critical · 50.3% positiveFood and Agriculture coverage tagged Bengaluru. Topic labels describe recorded classifications and can include broad context.
1,113 papers in the recorded india scope.
Tone counts: 1,071 positive · 16 neutral · 26 negative.
Landmark: Unmanned Aerial Vehicles in Smart Agriculture: Applications, Requirements, and Challenges
Landmark: Climate smart agriculture, farm household typologies and food security
Landmark: IOT Based Smart Agriculture System
Common problems researchers identify · 0137.1% of this theme group
Researchers highlight how climate change threatens food security and raises greenhouse‑gas emissions in Indian agriculture.
Climate change (29) · Food security (21) · Agriculture (49) · Greenhouse gas (10)
Climate Smart Agriculture Practices in India
Climate-Smart Agriculture: Strategies for Enhancing Productivity, Resilience and Sustainability
| Year | Share index |
|---|---|
| 2022 | 2178.9 |
| 2023 | 2250.8 |
| 2024 | 2192.9 |
| 2025 | 2416.6 |
Common problems researchers identify · 0231.4% of this theme group
Papers point to technical and adoption challenges in applying robotics and precision tools to Indian farms.
Agriculture (38) · Precision agriculture (10) · Robot (4) · Robotics (4)
Smart agriculture and nanotechnology: Technology, challenges, and new perspective
Agricultural Robots: The Applications of Robotics in Smart Agriculture: towards More Advanced Agro Informatics Practice
| Year | Share index |
|---|---|
| 2022 | 855.1 |
| 2023 | 884.2 |
| 2024 | 877.7 |
| 2025 | 922.5 |
Common problems researchers identify · 0316.4% of this theme group
Studies discuss how cost, profit expectations, and market structures limit adoption of new agricultural technologies.
Agriculture (17) · Agricultural economics (5) · Agricultural extension (4) · Marketing (3)
Money Matters: The Role of Yields and Profits in Agricultural Technology Adoption
Affordances and agricultural technology
| Year | Share index |
|---|---|
| 2022 | 734.1 |
| 2023 | 717.3 |
| 2024 | 545.0 |
| 2025 | 307.8 |
Common problems researchers identify · 0415.0% of this theme group
Authors warn about cybersecurity and reliability issues when integrating IoT and automation into Indian agriculture.
Internet of Things (18) · Agriculture (21) · Automation (3) · Computer security (3)
Smart Agriculture: The Future of Agriculture using AI and IoT
An Internet of Things (IoT) Architecture for Smart Agriculture
| Year | Share index |
|---|---|
| 2022 | 949.3 |
| 2023 | 945.6 |
| 2024 | 890.4 |
| 2025 | 802.2 |
Cautions · 0143.5% of this theme group
Researchers caution that scaling IoT solutions requires careful assessment of infrastructure and data management.
Internet of Things (4) · Agriculture (8)
Enabling Technologies in Smart Agriculture: A Way Forward Towards Future Fields
A Comprehensive Study of Using Internet of Things (IOT) in Monitoring System for Smart Agriculture
| Year | Share index |
|---|---|
| 2022 | 524.7 |
| 2023 | 531.1 |
| 2024 | 588.5 |
| 2025 | 562.9 |
Cautions · 0230.4% of this theme group
Works emphasize unintended ecological effects and socioeconomic complexities of climate‑smart farming approaches.
Climate change (3) · Agricultural economics (3) · Agriculture (6) · Natural resource economics (2)
Climate smart agriculture, farm household typologies and food security
Climate-smart agriculture practices influence weed density and diversity in cereal-based agri-food systems of western Indo-Gangetic plains
| Year | Share index |
|---|---|
| 2022 | 2476.5 |
| 2023 | 2521.8 |
| 2024 | 2553.2 |
| 2025 | 2497.9 |
Cautions · 0317.4% of this theme group
Analyses question whether emerging AI and technoscientific claims deliver tangible benefits for Indian agriculture.
Agriculture (4)
The orbit of commodified technoscience: innovations in agricultural technology in India
Will Artificial Intelligence be a Performance Booster to Agritech Start-Up?: Empirical Evidence from Emerging Economy
| Year | Share index |
|---|---|
| 2022 | 1875.8 |
| 2023 | 1913.7 |
| 2024 | 1743.1 |
| 2025 | 1853.4 |
A further 2 papers sit in smaller themes.
Opportunities · 0132.8% of this theme group
Opportunities focus on leveraging IoT and cloud services to improve monitoring and decision‑making on farms.
Internet of Things (160) · Agriculture (170) · Cloud computing (48) · Precision agriculture (48)
IoT Based Smart Agriculture Management System
Smart agriculture system using IoT
| Year | Share index |
|---|---|
| 2022 | 1075.2 |
| 2023 | 1070.3 |
| 2024 | 1072.3 |
| 2025 | 1179.8 |
Opportunities · 0218.4% of this theme group
Papers explore advanced ML models that boost crop yields and support precision agronomy.
Agriculture (100) · Yield (17) · Crop yield (10) · Agricultural engineering (23)
Development of High-Quality Crops using Optimized Machine Learning in Smart Agriculture Environment
Smart Agriculture Using Advanced Machine Learning Algorithms
| Year | Share index |
|---|---|
| 2022 | 277.9 |
| 2023 | 286.1 |
| 2024 | 302.1 |
| 2025 | 267.3 |
Opportunities · 0315.6% of this theme group
Research highlights low‑power sensor networks that optimize energy use and detect anomalies in fields.
Wireless sensor network (30) · Agriculture (56) · Energy consumption (7) · Intrusion detection system (6)
Modelling a smart agriculture system for multiple cropping using wireless sensor networks
Smart Sensors for Smart Agriculture
| Year | Share index |
|---|---|
| 2022 | 294.4 |
| 2023 | 279.4 |
| 2024 | 195.9 |
| 2025 | 236.8 |
Opportunities · 0412.0% of this theme group
Studies demonstrate convolutional networks that accurately identify diseases from leaf images.
Convolutional neural network (27) · Transfer of learning (10) · Plant disease (12) · Agriculture (47)
Plant Diseases Concept in Smart Agriculture Using Deep Learning
Deep Learning Innovations for Improved Plant Leaf Disease Detection in Smart Agriculture
| Year | Share index |
|---|---|
| 2022 | 61.5 |
| 2023 | 67.8 |
| 2024 | 42.8 |
| 2025 | 65.9 |
Opportunities · 058.6% of this theme group
Works propose integrated approaches to sustain production and reduce emissions under changing climate conditions.
Climate change (22) · Food security (18) · Agriculture (52) · Greenhouse gas (7)
Agricultural sustainability under emerging climatic variability: the role of climate-smart agriculture and relevant policies in India
Climate-smart Agriculture, Productivity and Food Security in India
| Year | Share index |
|---|---|
| 2022 | 2178.9 |
| 2023 | 2250.8 |
| 2024 | 2192.9 |
| 2025 | 2416.6 |
Opportunities · 067.3% of this theme group
Research showcases mobile robots that automate tasks such as fertilization, monitoring, and crop handling.
Robot (37) · Mobile robot (8) · Robotics (6) · Agriculture (35)
Smart Multipurpose Agricultural Robot
Agricultural Robot for Automized Fertilizing and Vigilance for Crops
| Year | Share index |
|---|---|
| 2022 | 827.0 |
| 2023 | 847.9 |
| 2024 | 840.1 |
| 2025 | 849.0 |
Opportunities · 075.4% of this theme group
Papers assess how new machinery and adoption models can improve livelihoods and nutrition in farming communities.
Agricultural economics (8) · Agriculture (28) · Agricultural machinery (6) · Agency (4)
Poverty Reduction Effects of Agricultural Technology Adoption: A Micro-evidence from Rural Tanzania
Agricultural technology adoption and child nutrition enhancement: improved maize varieties in rural Ethiopia
| Year | Share index |
|---|---|
| 2022 | 371.8 |
| 2023 | 355.6 |
| 2024 | 340.9 |
| 2025 | 217.8 |
Orientation shares compared with 25,000 papers in the reference sample.
| Research orientation | This field | Reference sample |
|---|---|---|
| Promising | 43.8% | 37.8% |
| Breakthrough | 21.2% | 26.1% |
| Descriptive | 15.6% | 17.3% |
| Problem-identifying | 13.4% | 9.6% |
| Comparative | 3.3% | 4.0% |
| Cautionary | 2.4% | 4.3% |
| Critical | 0.2% | 0.9% |
Counts and shares refer to the stated research pool. A low count describes how much of that research is recorded here, not the absence of a real-world concern.
| Concern / example paper | Papers | Share | Raised as a problem | Worldwide share |
|---|---|---|---|---|
| Privacy & surveillanceRetraction Notice: Exploring the Role of Security and Privacy in Machine Learning for Smart Agriculture | 24 | 2.32% | 2 (8.3%) | 1.19% |
| Hardware, e-waste & supply chainAn Application Framework for IoTs Enabled Smart Agriculture Waste Recycle Management System | 2 | 0.19% | 0 (0.0%) | 0.04% |
| Energy & datacenter footprint | 0 | 0.0% | 0 (%) | 0.12% |
| Water use | 0 | 0.0% | 0 (%) | 0.0% |
| Carbon & emissions of compute | 0 | 0.0% | 0 (%) | 0.0% |
| Labour & data work | 0 | 0.0% | 0 (%) | 0.21% |
| Safety & misuse | 0 | 0.0% | 0 (%) | 0.0% |
| Bias & fairness | 0 | 0.0% | 0 (%) | 0.04% |
| Concentration of compute power | 0 | 0.0% | 0 (%) | 0.01% |
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: 31 August 2026. Funding is recorded in USD; filed accounts retain their stated currency and reporting basis. Each section identifies its own coverage. The news and research behind these sections is explorable in Prism.
Canonical landscape ↗