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 ↗
Singapore’s
food and agriculture industry,
in focus.
The companies, capital and talent shaping food and agriculture in Singapore. Find the leaders. Understand the segments. See where the activity is.

An industry ecosystem,
measured in context.
MEET THE COMPANIESExplore Singapore’s food and agriculture leaders
24 featured companies from the funding, hiring, revenue and team-size leaderboards.
Expand panel +
Explore Singapore’s food and agriculture leaders
24 featured companies from the funding, hiring, revenue and team-size leaderboards.
Company discovery
Recorded evidence onlyRecently founded independent companies
Recently founded means a recorded 2023–2026 founding year and no recorded parent, acquirer or public-company status. These companies are not labelled startups without that separate classification.
Explore classified startups in Radar ↗Food and Agriculture industry KPIs in Singapore
A few useful ratios bring the size of this ecosystem into perspective.
27 of 1,063 tracked companies have open roles.
32 of 1,063 tracked companies have a recorded round.
Share of disclosed capital received by the three largest recorded recipients.
Midpoint of 24 rounds with a disclosed amount.
Scale is concentrated. Opportunity is broader. The three largest funding recipients hold 69.6% of disclosed capital, while 97.0% of tracked companies have no recorded funding round.
Explore the segments →CAPITAL & COMPANY FORMATIONHow Singapore food and agriculture has grown
Recorded company formation and disclosed funding across the complete annual series shown.
Expand panel +
How Singapore food and agriculture 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 | $0 | 54 | 0 |
| 2017 | $4.45M | 57 | 1 |
| 2018 | $1M | 68 | 1 |
| 2019 | $8.69M | 63 | 2 |
| 2020 | $0 | 75 | 0 |
| 2021 | $1.66M | 54 | 1 |
| 2022 | $249.54M | 37 | 3 |
| 2023 | $58.46M | 20 | 5 |
| 2024 | $68.73M | 7 | 4 |
| 2025 | $65.7M | 3 | 3 |
Funding concentration
Share of all disclosed company funding.
- Halcyon Agri34.6%
- Oatside19.2%
- Chitose Bio Evolution15.8%
- Other companies30.4%
Funding by stage
41 recorded rounds since 2016
Investors appearing most often
Recorded participation in food and agriculture company rounds since 2016.
- 01Temasek 3 rounds
- 02Shiseido 3 rounds
- 03Apricot Capital 2 rounds
- 04GGV Capital 2 rounds
- 05Forge Ventures 2 rounds
- 06Sumitomo Mitsui Banking Corporation 2 rounds
- 07Wilmar 1 rounds
- 08Cool Japan Fund 1 rounds
- 09Aglaia 1 rounds
- 010Eugene Wong 1 rounds
Recent recorded rounds
Latest recorded rounds · USDBacked by FinDev Canada.
Backed by Wavemaker Impact.
Largest and notable recorded rounds
Each card is one recorded roundBacked by Temasek and GGV Capital.
Backed by Mizuho Financial Group and Sumitomo Mitsui Banking Corporation and others.
Backed by AC Ventures and TR Capital and others.
Backed by OSIM.
Backed by BluePeak.
Backed by Shiseido and NGK INSULATORS and others.
Participating investors were not recorded in this snapshot.
Backed by Closed Loop Partners and Pavilion Capital Partners and others.
Backed by Aglaia.
Backed by Shiseido.
THE BUSINESS BEHIND THE ACTIVITYRevenue, profitability & financial strength
Expand panel +
Revenue, profitability & financial strength
Annual accounts availability
No reviewed exact national-ID connector maps Singapore company identities to the configured global filings table.; No reviewed exact national-ID connector maps Singapore company identities to the configured global filings table.
Web traffic, app reach and release cadence
How the Singapore companies on this page show up online: the sites people visit, the apps they install, and how often those apps ship.
Most-installed apps
32 of these companies (3%) publish at least one Android app — 54 apps in all, carrying 3.4M installs between them.
| App | Installs | Rating | Store category |
|---|---|---|---|
| DONKIDondondonki | 1.5M | 3.7 | Shopping |
| HaidilaoSuper Hi International Holding | 740.3K | — | Food & Drink |
| Genki Sushi SingaporeGenki Sushi | 235.5K | — | Food & Drink |
| The Soup SpoonThe Soup Spoon | 118K | — | Lifestyle |
| Nando\'s SingaporeNando\'s | 100.3K | — | Lifestyle |
| Dian Xiao ErDian Xiao Er | 97.9K | — | Food & Drink |
| Canadian 2 for 1 Pizza SGCanadian Pizza | 95.6K | 5 | Food & Drink |
| Neptune MarketWilmar | 72.9K | — | Shopping |
| Bee Cheng Hiang SingaporeBee Cheng Hiang | 69K | — | Food & Drink |
| Harry\'s RewardsHarry | 63.7K | 2.5 | Shopping |
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 (2024Q2–2024Q3).
| Segment | Apps | Installs | Leading app | Release trend |
|---|---|---|---|---|
| Restaurants | 5 | 1.6M | DONKI 1.5M | |
| Food Processing | 20 | 113.9K | Neptune Market 72.9K | |
| Food & Beverage Products | 5 | 96.8K | Bee Cheng Hiang Singapore 69K | |
| Medical Research Labs | 2 | 136 | ちとせアカデミー 120 | |
| Crop Farming | 2 | 24 | Trustineo - Seller 13 |
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. 26 of 54 apps carry a release date. The series ends at 2026Q1, the last quarter that closed before the June 2026 reading.
INSIDE THE INDUSTRYThe Singapore food and agriculture market map
Explore the segments behind the headline numbers.
Expand panel +
The Singapore food and agriculture 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.
Internet first brands
The largest measured segment in this report snapshot.
2 companies hiring · $25.82M 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
GS Holdings Limited has completed its acquisition of Dyspatchr Pte. Ltd., which has become a wholly-owned subsidiary, after issuing 36.53 million new shares as consideration and retention bonuses, the company said in a press release.
Kandla-based Ashapura Shipping Group has transitioned from a logistics operator to a shipowner with the acquisition of a 14-year-old handysize bulk carrier from Wilmar International.
Fraser & Neave (F&N) increasing its stake in Vinamilk (about ~$228m).
Singapore Ng Teng Fong billionaire family Far East Organization family office (Far East Capital) has bought preference shares in Singapore-based oat milk startup Oatside from Mugi Capital in 2025 November.
In July, JKS Restaurants sold its stake in Taiwanese restaurant group BAO to the Singapore-based The Lo & Behold Group.
Paramount Corp Bhd is forking out some RM126.32mil (SG$38.33mil) to acquire a 28% stake in Singapore-based food and beverage (F&B) company, Envictus International Holdings Ltd, from JAG Capital Holdings Sdn Bhd.
Singapore business advisory firm VIVOS Pte. Ltd. is pleased to announce the successful completion of the sale and investment in The Providore Singapore Pte. Ltd.
Chitose Bio Evolution, a Singapore-based biotech firm and the headquarters of Chitose Group, has announced the issuance of new shares of JPY 7.3 billion ($49 million) through a third-party allotment for expansion.
The deals include Mitsubishi Corp. paying about $1 billion for a 20% stake in food trader Olam International Ltd.
The following year, Pinnacle acquired Aurora for $935 million.
Full recorded event mix
Top 10 categories among 222 recorded events in the 24-month window.
Leadership moves
12 tracked people moves
Appointment Chief Executive Officer
Appointment Chief Executive Officer
Resignation Previously Chief Executive Officer
Resignation Previously Non-Independent, Non-Executive Director
Resignation Previously Chairman
Resignation Previously Independent Non-Executive Director
Contract wins
5 recorded customer wins
Customer: Carfax Commodities (Asia) Pte LtdAgricultural commodity trading
Customer: capitolFood and Baking industry
Customer: Bluemon GroupFranchising
Customer:
Customer: lotte grsFood and Beverage
Workforce actions
2 companies with reported reductions
80 rolesliquidation
Scale not stated rolescost reduction
Regulatory events
21 recorded events
fined IDR2.34 trillion
found guilty of corruptionIndonesia’s Supreme Court
found guilty of contract fraud and liable for lossesChinese court
fined $12,000 and sentenced to a 4‑year jail termIndonesia Court
Litigation
9 tracked suits
breach of Singapore code on takeovers and mergersRegulatory · Dismissed
Recover outstanding CPF contributions for September and October.Regulatory · Filed
Earnings pulse
Reported company results in the recorded window.
Median across 80 reported growth observations; companies may contribute multiple periods.
Mergers and acquisitions
Company-linked deal reports; status is preserved as recorded.
| Acquirer → target | Status | Date | Value / context |
|---|---|---|---|
| Company controlled by the family of Thai billionaire Charoen Sirivadhanabhakdi→Fraser and Neave ↗ | Pending | 2026-08-07 | Not stated in snapshot |
| GS Holdings→Dyspatchr Pte. Ltd. | Completed | 2026-03-05 | Not stated in snapshot |
| ashapura shipping group→Wilmar ↗ | Announced | 2026-02-17 | Not stated in snapshot |
| Fraser and Neave→vinamilk | Announced | 2026-01-22 | $228.0M |
| Wilmar→AWL Agri Business | Announced | 2025-12-12 | $832.0M |
| The Lo & Behold Group→bao | Announced | 2025-12-04 | Not stated in snapshot |
A discussion or rumour is not a completed transaction. An unstated value is not zero.
PEOPLE & OPPORTUNITYThe talent market
2 postings in the preceding 12 months. The full 4-posting snapshot covers 4 employers.
Expand panel +
The talent market
2 postings in the preceding 12 months. The full 4-posting snapshot covers 4 employers.
Most advertised job titles
0 tracked postings mention remote work.
The seniority mix
3 postings specify a level.
Skills employers mention
Top skills across 4 tracked postings in the available jobs snapshot.
Companies hiring
Large employers
| Company | Employees |
|---|---|
| Wilmar ↗ | 92,000 |
| Indofood Agri Resources ↗ | 39,652 |
| japfa group ↗ | 38,000 |
| Halcyon Agri ↗ | 15,000 |
| Del Monte ↗ | 11,000 |
| qaf ↗ | 9,519 |
| Fraser and Neave ↗ | 5,998 |
| gold coin ↗ | 3,000 |
THE PEOPLE BUILDING THE FIELDFounders and leaders
269 founders and chief executives across 222 companies.
Expand panel +
Founders and leaders
269 founders and chief executives across 222 companies.
Li Xuetao
Halcyon Agri ↗Ex-VP SIC, CEO Rubber Business Division. University of International Business and Economics Beijing, Fudan University
Benedict Lim
Oatside ↗Ex-The Kraft Heinz, Bain Capital. University of Cambridge BA 2015
Tomohiro Fujita
Chitose Bio Evolution ↗CEO Chitose Group & Chitose Laboratory
Dishan Pal
Robust International ↗Ex-Robust International, Hexagon Singapore. Vasavi Vidyalaya School
Manoj Murjani
TWG Tea ↗Group MMM, Singapore Coffee & Cacao Company, Violet Oon Singapore, ex-Janice Wong Singapore, The Wellness Group, Mazaa Media…
Sree Vadlamudi
Localoka ↗HAPPY HEAD WELLNESS CLINIC, Sai Infra, Prost. Vellore Institute of Technology BTech 2009, Western Michigan University 2011
Paul Gabie
ecoSPIRITS ↗Co-Founder Proof & Company, Saena Partners, ex- Chandler. The University of British Columbia BSc 2000, University of Toronto JD 2003
Vinita Choolani
Float Foods ↗Float Foods, ex-Inex Innovate, ex-Inex, National University of Singapore, 1988
Joe Stevens
Little Farms ↗Little Farms, ex-Standard Chartered Private Equity, ex-Goldman Sachs, Georgetown University Law Center, 1987
Daphne Hedley
Mekhala ↗Ex-XTREME Media, Barclays, JPMorgan Chase, Bloomberg. UNSW BCom, INSEAD MBA 2006
Hemant Chanrai
Eight Four Capital ↗Ex-Founder Azzura Solar, PT Kewalram, International Textile Trading, PT Kewalram. Jakarta International School 2005, Curtin Business School BCOM 2009…
Leow Tat
ACE ↗Founder & CEO AME2, ex-PaxOcean Engineering Zhoushan, ASL, Keppel FELS Brasil, Lift-Dock, Nature Resources Aquaculture. Monash University MBA 1993
Education networks
54 profiles with education records.
Prior employers
2 profiles with prior-work records.
Profiles cover recorded founders and leaders; contact details remain in Radar.
NEWS INTELLIGENCEHow this industry appears in the news
301,635 articles in the measured 12-month window.
Expand panel +
How this industry appears in the news
301,635 articles in the measured 12-month window.
News volume trends
Food and Agriculture coverage across Singapore · articles per complete quarter
View quarterly article counts
| Quarter | Articles |
|---|---|
| 2021Q2 | 39,291 |
| 2021Q3 | 43,471 |
| 2021Q4 | 39,586 |
| 2022Q1 | 42,881 |
| 2022Q2 | 43,991 |
| 2022Q3 | 49,318 |
| 2022Q4 | 54,995 |
| 2023Q1 | 57,202 |
| 2023Q2 | 56,329 |
| 2023Q3 | 57,243 |
| 2023Q4 | 62,830 |
| 2024Q1 | 60,942 |
| 2024Q2 | 71,435 |
| 2024Q3 | 69,969 |
| 2024Q4 | 73,011 |
| 2025Q1 | 86,945 |
| 2025Q2 | 56,570 |
| 2025Q3 | 150,451 |
| 2025Q4 | 45,621 |
| 2026Q1 | 51,501 |
Article volume measures coverage, not market sales.
Tone of coverage over time
Most-covered companies
Company share of voice
317 recorded company events across 36 companies; percentages use that event total.
Leading coverage topics
Food and Agriculture coverage across Singapore · ranked by full-period article count.
Recent and prior counts use the source comparison windows.
Topics gaining and losing attention
Food and Agriculture coverage across Singapore
| Keyword | Recent | Prior | Change |
|---|---|---|---|
| countries | 4,192 | 1,858 | 126% |
| stablecoin fx impact | 687 | 306 | 125% |
| decentralized forex | 675 | 402 | 68% |
| study overseas | 593 | 188 | 215% |
| overseas study | 540 | 176 | 207% |
| semester abroad | 473 | 146 | 224% |
| international programs | 345 | 97 | 256% |
| tanker routing | 322 | 53 | 508% |
| aframax tankers | 318 | 68 | 368% |
| export sanctions | 285 | 97 | 194% |
| flight safety measures | 128 | 519 | -75% |
| f1 world championship | 324 | 509 | -36% |
| f1 championship | 302 | 477 | -37% |
| direct investments (pe) | 266 | 440 | -40% |
| brent crude forecast | 92 | 425 | -78% |
Event and signal lenses
Food and Agriculture coverage across Singapore
Regulatory Risk
657,706 classified articlesterritories, disputed islands, countries
18.3% critical · 15.9% positiveFunding Momentum
45,568 classified articlesinflation reports fx, currency intervention policies, pre-ipo valuation
41.1% critical · 58.7% positiveGrowth
87,636 classified articlesgdp growth forex, gdp growth rate, inflation reports fx
39.4% critical · 51.8% positiveFood and Agriculture coverage across Singapore. Topic labels describe recorded classifications and can include broad context.
RESEARCH SIGNALSWhat Food and Agriculture research is working on
8,585 papers in the recorded worldwide scope.
Expand panel +
What Food and Agriculture research is working on
8,585 papers in the recorded worldwide scope.
Research orientation
Contribution mix
Tone counts: 7,821 positive · 438 neutral · 326 negative.
- Agriculture1,493 papers
- Climate change293 papers
- Food security235 papers
- Sustainability118 papers
- Productivity117 papers
- Internet of Things111 papers
- Production104 papers
- Agricultural economics101 papers
Landmark: Internet-of-Things (IoT)-Based Smart Agriculture: Toward Making the Fields Talk
- Agriculture318 papers
- Food security60 papers
- Climate change59 papers
- Productivity49 papers
- Agricultural economics46 papers
- Production35 papers
- Sustainability33 papers
- Agroforestry26 papers
Landmark: Adoption of agricultural technology in the developing world: A meta-analysis of the empirical literature
- Agriculture2,634 papers
- Internet of Things520 papers
- Robot461 papers
- Precision agriculture376 papers
- Agricultural engineering297 papers
- Food security255 papers
- Productivity253 papers
- Climate change233 papers
Landmark: Responses of soil carbon sequestration to climate‐smart agriculture practices: A meta‐analysis
Leading institutions
Leading researchers
Highly cited breakthrough-labelled papers
- Blockchain and IoT based Food Traceability for Smart Agriculture339 citations
- An Energy Efficient and Secure IoT-Based WSN Framework: An Application to Smart Agriculture293 citations
- IOT Based Smart Agriculture Monitoring System248 citations
- An efficient LoRa-based smart agriculture management and monitoring system using wireless sensor networks211 citations
- Climate smart agriculture rapid appraisal (CSA-RA): A tool for prioritizing context-specific climate smart agriculture technologies190 citations
Common problems researchers identify
1,622 papers · 7 recurring themes
Common problems researchers identify · 01Agricultural Machinery / Agriculture
418 papers25.8% of this theme group
Agricultural machinery (87) · Agriculture (363) · Agricultural extension (51) · Extension (36)
Use of information and communication technologies for transfer of technology- The impact on adoption of improved agricultural technology
A Comment on the Study of Agricultural Technology Extension
View research history
| Year | Share index |
|---|---|
| 2022 | 28.9 |
| 2023 | 28.9 |
| 2024 | 25.8 |
| 2025 | 38.7 |
Common problems researchers identify · 02Climate Change / Agriculture
323 papers19.9% of this theme group
Climate change (191) · Agriculture (299) · Food security (103) · Environmental resource management (68)
Climate-smart agriculture: Insights and challenges
Climate Smart Agriculture: An Option for Changing Climatic Situation
View research history
| Year | Share index |
|---|---|
| 2022 | 2470.2 |
| 2023 | 2535.7 |
| 2024 | 2517.4 |
| 2025 | 2603.9 |
Common problems researchers identify · 03Agriculture / Climate Change
250 papers15.4% of this theme group
Agriculture (235) · Climate change (86) · Food security (56) · Livelihood (35)
The Dynamics of Climate Change Adaptation in Sub-Saharan Africa: A Review of Climate-Smart Agriculture among Small-Scale Farmers
Uptake of Climate-Smart Agriculture in West Africa: What can we learn from climate-smart villages of Ghana, Mali and Niger?
View research history
| Year | Share index |
|---|---|
| 2022 | 2172.3 |
| 2023 | 2236.1 |
| 2024 | 2166.2 |
| 2025 | 2403.3 |
Common problems researchers identify · 04Agriculture / Precision Agriculture
224 papers13.8% of this theme group
Agriculture (203) · Precision agriculture (27) · Archaeology (19) · Agricultural engineering (22)
Sustainable computing in smart agriculture: survey and challenges
Smart Agriculture Development and Its Contribution to the Sustainable Digital Transformation of the Agri-Food Sector
View research history
| Year | Share index |
|---|---|
| 2022 | 512.7 |
| 2023 | 515.6 |
| 2024 | 647.8 |
| 2025 | 472.7 |
Common problems researchers identify · 05Agricultural Science / Agriculture
210 papers12.9% of this theme group
Agricultural science (35) · Agriculture (92) · Production (27) · Animal welfare (6)
Farm Management Information Systems.
Evaluating Impacts of Climate Change on Farm Management
View research history
| Year | Share index |
|---|---|
| 2022 | 303.4 |
| 2023 | 288.2 |
| 2024 | 206.4 |
| 2025 | 116.7 |
Common problems researchers identify · 06Internet Of Things / Agriculture
114 papers7.0% of this theme group
Internet of Things (95) · Agriculture (100) · Computer security (17) · Cloud computing (16)
An Internet of Things (IoT) Architecture for Smart Agriculture
Impact of Internet of Things (IoT) in Smart Agriculture
View research history
| Year | Share index |
|---|---|
| 2022 | 1280.1 |
| 2023 | 1261.2 |
| 2024 | 1196.6 |
| 2025 | 1192.1 |
Common problems researchers identify · 07Robot / Robotics
83 papers5.1% of this theme group
Robot (52) · Robotics (35) · Agriculture (67) · Automation (10)
Agricultural Robotics
Global trends in the development of agricultural robotics
View research history
| Year | Share index |
|---|---|
| 2022 | 885.3 |
| 2023 | 907.9 |
| 2024 | 887.9 |
| 2025 | 934.6 |
Cautions
384 papers · 7 recurring themes
Cautions · 01Agriculture / Climate Change
83 papers21.6% of this theme group
Agriculture (73) · Climate change (33) · Food security (23) · Natural resource economics (17)
Climate Smart Agriculture: Achievements and Prospects in Africa
Is Climate-Smart Agriculture effective? A review of selected cases.
View research history
| Year | Share index |
|---|---|
| 2022 | 2413.0 |
| 2023 | 2484.7 |
| 2024 | 2519.0 |
| 2025 | 2620.4 |
Cautions · 02Agriculture / Agricultural Economics
82 papers21.4% of this theme group
Agriculture (74) · Agricultural economics (21) · Agricultural machinery (11) · Subsidy (6)
An Assessment of Experimental Evidence on Agricultural Technology Adoption in Developing Countries
Cultivating Change: Computational Strategies for Enhancing Adoption of Agricultural Technology in Developing Countries: A Review
View research history
| Year | Share index |
|---|---|
| 2022 | 393.5 |
| 2023 | 380.6 |
| 2024 | 357.7 |
| 2025 | 242.4 |
Cautions · 03Milking / Animal Science
65 papers16.9% of this theme group
Milking (4) · Animal science (4) · Livestock (6) · Agronomy (6)
Integrated farm management for sustainable agriculture: Lessons for knowledge exchange and policy
Assessing cover crop and intercrop performance along a farm management gradient
View research history
| Year | Share index |
|---|---|
| 2022 | 190.1 |
| 2023 | 178.6 |
| 2024 | 129.7 |
| 2025 | 114.6 |
Cautions · 04Agriculture / Food Security
62 papers16.1% of this theme group
Agriculture (61) · Food security (19) · Livelihood (11) · Climate change (17)
Assessing the role of climate-smart agriculture in combating climate change, desertification and improving rural livelihood in Northern Nige
Adoption of agricultural practices with climate smart agriculture potentials and food security among farm households in northern Nigeria
View research history
| Year | Share index |
|---|---|
| 2022 | 2172.3 |
| 2023 | 2236.1 |
| 2024 | 2166.2 |
| 2025 | 2403.3 |
Cautions · 05Internet Of Things / Robot
45 papers11.7% of this theme group
Internet of Things (7) · Robot (6) · Agriculture (30) · Drone (3)
A Comprehensive Study of Using Internet of Things (IOT) in Monitoring System for Smart Agriculture
Making Agriculture More Intelligent: Progress of Agricultural Robots
View research history
| Year | Share index |
|---|---|
| 2022 | 1208.4 |
| 2023 | 1224.6 |
| 2024 | 1211.9 |
| 2025 | 1173.9 |
Cautions · 06Agriculture / Productivity
28 papers7.3% of this theme group
Agriculture (25) · Productivity (10) · Agricultural economics (10) · Agricultural machinery (6)
Access to credit and heterogeneous effects on agricultural technology adoption: Evidence from large rural surveys in Ethiopia
The impact of agricultural technology adoption on income inequality: a propensity score matching analysis for rural Ethiopia
View research history
| Year | Share index |
|---|---|
| 2022 | 946.2 |
| 2023 | 942.7 |
| 2024 | 840.0 |
| 2025 | 834.1 |
Cautions · 07Wetland / Profitability Index
19 papers4.9% of this theme group
Wetland (3) · Profitability index (3) · Agronomy (4) · Agroforestry (5)
Climate change and maize yield in southern Africa: what can farm management do?
Farm Management Practices Used by Wheat Producers in the Western Great Plains: Estimating Their Productivity and Profitability
View research history
| Year | Share index |
|---|---|
| 2022 | 850.4 |
| 2023 | 819.4 |
| 2024 | 725.1 |
| 2025 | 462.4 |
Opportunities
3,768 papers · 7 recurring themes
Opportunities · 01Agriculture / Wireless Sensor Network
799 papers21.2% of this theme group
Agriculture (503) · Wireless sensor network (85) · Precision agriculture (108) · Agricultural engineering (103)
Innovations in Sensor-Based Systems and Sustainable Energy Solutions for Smart Agriculture: A Review
Smart Agriculture System
View research history
| Year | Share index |
|---|---|
| 2022 | 374.3 |
| 2023 | 368.8 |
| 2024 | 362.0 |
| 2025 | 329.0 |
Opportunities · 02Internet Of Things / Agriculture
671 papers17.8% of this theme group
Internet of Things (451) · Agriculture (495) · Cloud computing (108) · Precision agriculture (129)
Smart agriculture system using IoT
IoT based System for Smart Agriculture
View research history
| Year | Share index |
|---|---|
| 2022 | 1075.2 |
| 2023 | 1070.3 |
| 2024 | 1072.3 |
| 2025 | 1179.8 |
Opportunities · 03Robot / Robotics
561 papers14.9% of this theme group
Robot (412) · Robotics (77) · Mobile robot (60) · Motion planning (34)
On the Development of Intelligent Autonomous Agricultural Robot
Multi-Purpose Autonomous Agricultural Robot
View research history
| Year | Share index |
|---|---|
| 2022 | 827.0 |
| 2023 | 847.9 |
| 2024 | 840.1 |
| 2025 | 849.0 |
Opportunities · 04Climate Change / Agriculture
558 papers14.8% of this theme group
Climate change (205) · Agriculture (505) · Food security (143) · Greenhouse gas (43)
Climate-smart agriculture: adoption, impacts, and implications for sustainable development
Climate Smart Agriculture: Innovating Sustainable Practices for a Changing Climate
View research history
| Year | Share index |
|---|---|
| 2022 | 2178.9 |
| 2023 | 2250.8 |
| 2024 | 2192.9 |
| 2025 | 2416.6 |
Opportunities · 05Convolutional Neural Network / Agriculture
433 papers11.5% of this theme group
Convolutional neural network (78) · Agriculture (263) · Plant disease (39) · Precision agriculture (80)
Deep Learning Techniques for Smart Agriculture Applications
An Efficient Disease Prediction in Smart Agriculture Using Advanced Deep Learning Methods for Improving Crop Productivity
View research history
| Year | Share index |
|---|---|
| 2022 | 83.4 |
| 2023 | 96.6 |
| 2024 | 74.0 |
| 2025 | 129.0 |
Opportunities · 06Agriculture / Agricultural Machinery
413 papers11.0% of this theme group
Agriculture (331) · Agricultural machinery (69) · Agricultural economics (72) · China (40)
Small-scale Farming, Agricultural Productivity and Poverty Reduction in Nigeria: The Enabling Role of Agricultural Technology Adoption
Application of Sustainable Agricultural Technology to Increase Productivity and Food Security
View research history
| Year | Share index |
|---|---|
| 2022 | 578.2 |
| 2023 | 562.6 |
| 2024 | 531.1 |
| 2025 | 402.3 |
Opportunities · 07Production / Livestock
333 papers8.8% of this theme group
Production (35) · Livestock (18) · Management system (12) · Animal science (9)
A Farm Management Information System Using Future Internet Technologies
Leveraging Generative AI For Sustainable Farm Management Techniques Correspond To Optimization and Agricultural Efficiency Prediction
View research history
| Year | Share index |
|---|---|
| 2022 | 131.4 |
| 2023 | 123.3 |
| 2024 | 97.2 |
| 2025 | 110.7 |
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 | 36.0% | 37.5% |
| Descriptive | 22.0% | 17.9% |
| Problem-identifying | 20.3% | 9.5% |
| Breakthrough | 13.1% | 26.0% |
| Cautionary | 5.1% | 4.3% |
| Comparative | 2.7% | 4.0% |
| Critical | 0.8% | 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 & surveillanceInternet-of-Things (IoT)-Based Smart Agriculture: Toward Making the Fields Talk | 91 | 1.19% | 29 (31.9%) | 1.19% |
| Labour & data workThe Impact of India’s Rural Employment Guarantee on Demand for Agricultural Technology | 16 | 0.21% | 8 (50.0%) | 0.21% |
| Energy & datacenter footprintSustainable computing in smart agriculture: survey and challenges | 9 | 0.12% | 2 (22.2%) | 0.12% |
| Hardware, e-waste & supply chainThe LCA4CSA framework: Using life cycle assessment to strengthen environmental sustainability analysis of climate smart | 3 | 0.04% | 0 (0.0%) | 0.04% |
| Bias & fairnessGender and access to complex and gender-biased agricultural technology information and knowledge: Evidence from smart-va | 3 | 0.04% | 0 (0.0%) | 0.04% |
| Concentration of compute powerMonopoly and Micro-irrigation in Smallholder Water Markets: Using exploratory modeling to consider interactions between | 1 | 0.01% | 0 (0.0%) | 0.01% |
| Water use | 0 | 0.0% | 0 (%) | 0.0% |
| Carbon & emissions of compute | 0 | 0.0% | 0 (%) | 0.0% |
| Safety & misuse | 0 | 0.0% | 0 (%) | 0.0% |
Institution and researcher rankings use citations to their covered work. Research scope: worldwide. This may be broader than the company geography.
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.

Singapore
817 companies98.9% across the displayed hubs
19 companies hiring · $525.5M disclosed funding
Explore companies in Singapore ↗
Kallang
2 companies0.2% across the displayed hubs
0 companies hiring · $0 disclosed funding
Explore companies in Kallang ↗Bedok New Town
2 companies0.2% across the displayed hubs
1 companies hiring · $0 disclosed funding
Explore companies in Bedok New Town ↗North Bridge
1 companies0.1% across the displayed hubs
0 companies hiring · $0 disclosed funding
Explore companies in North Bridge ↗
Hougang
1 companies0.1% across the displayed hubs
0 companies hiring · $0 disclosed funding
Explore companies in Hougang ↗
Mumbai
1 companies0.1% across the displayed hubs
0 companies hiring · $0 disclosed funding
Explore companies in Mumbai ↗Bang Rak
1 companies0.1% across the displayed hubs
0 companies hiring · $0 disclosed funding
Explore companies in Bang Rak ↗
Bedok
1 companies0.1% across the displayed hubs
0 companies hiring · $0 disclosed funding
Explore companies in Bedok ↗Food and Agriculture in Singapore: 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: 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 ↗