Industry landscapes
The companies, capital and talent shaping food and agriculture in Brazil. 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 ↗
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 ↗A few useful ratios bring the size of this ecosystem into perspective.
71 of 1,406 tracked companies have open roles.
78 of 1,406 tracked companies have a recorded round.
Share of disclosed capital received by the three largest recorded recipients.
Midpoint of 52 rounds with a disclosed amount.
Scale is concentrated. Opportunity is broader. The three largest funding recipients hold 52.1% of disclosed capital, while 94.5% 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 | $2.51M | 46 | 1 |
| 2017 | $1.44M | 50 | 1 |
| 2018 | $76.4M | 52 | 2 |
| 2019 | $11.96M | 49 | 3 |
| 2020 | $21.26M | 55 | 5 |
| 2021 | $17.95M | 34 | 3 |
| 2022 | $102.36M | 12 | 10 |
| 2023 | $100.8M | 18 | 8 |
| 2024 | $152.01M | 6 | 9 |
| 2025 | $372.17M | 4 | 7 |
Share of all disclosed company funding.
85 recorded rounds since 2016
Recorded participation in food and agriculture company rounds since 2016.
Backed by .
Backed by .
Backed by Lanx Capital and Principia Capital Partners and others.
Backed by BTG Pactual.
Backed by Gran Capital Partners.
Backed by BTG Pactual.
Participating investors were not recorded in this snapshot.
Backed by Capsur Capital.
Participating investors were not recorded in this snapshot.
Backed by Ocean 14 Capital.
Participating investors were not recorded in this snapshot.
Backed by Monashees and Valor Capital Group and others.
No reviewed exact national-ID connector maps Brazil company identities to the configured global filings table.; No reviewed exact national-ID connector maps Brazil company identities to the configured global filings table.
How the Brazil companies on this page show up online: the sites people visit, the apps they install, and how often those apps ship.
22 of the 1,406 companies on this page carry a measured traffic record (1.6%); these are the largest of those, by monthly visits. The median among them is 125,588 visits.
| Company | Monthly visits | Authority | Mobile |
|---|---|---|---|
| burger king brasilburgerking.com.br | 1,127,742 | 52 | 96.1% |
| Sadiasadia.com.br | 510,741 | 48 | 92.6% |
| Bob\'sbobs.com.br | 425,957 | 44 | 97.6% |
| Dominosdominos.com.br | 398,553 | 45 | 82.2% |
| Coco Bambucocobambu.com | 354,393 | 46 | 92.5% |
| Puravidapuravida.com.br | 224,642 | 46 | 50.5% |
| Ambevambev.com.br | 198,043 | 50 | 35.1% |
| Perdigãoperdigao.com.br | 196,256 | 40 | 92.7% |
| yoki alimentosyoki.com.br | 181,740 | 46 | 92.8% |
| Bretasbretas.com.br | 140,146 | 37 | 84.3% |
Visits and authority are third-party web estimates, not company-reported figures.
103 of these companies (7.3%) publish at least one Android app — 212 apps in all, carrying 65.2M installs between them.
| App | Installs | Rating | Store category |
|---|---|---|---|
| Burger King Brasilburger king brasil | 35.4M | 4.8 | Food & Drink |
| Carrefour: Shopping e MercadoCarrefour Comercio e Industria | 16.1M | 3.6 | Shopping |
| Bob\'sBob\'s | 3.4M | — | Food & Drink |
| Coco BambuCoco Bambu | 1.9M | 4.9 | Food & Drink |
| BretasBretas | 1.9M | — | Shopping |
| King SoopersKing Soopers | 1.6M | 4.2 | Shopping |
| China In Box - DeliveryChina Inbox | 1.2M | 4.4 | Food & Drink |
| Bom Parceiro GPGrupo Petropolis | 682.8K | — | Food & Drink |
| Sempre JBSJBS | 523.7K | 3.3 | Business |
| Mundo RãoGruporao | 319.6K | — | Food & Drink |
Installs are lifetime totals to date at the June 2026 store reading — a measure of reach, not of people using an app today.
The busiest app inside each of this page’s own segments, with the quarterly release trend behind it (2024Q1–2026Q2).
| Segment | Apps | Installs | Leading app | Release trend |
|---|---|---|---|---|
| Food Retailers | 8 | 20M | Carrefour: Shopping e Mercado 16.1M | |
| Restaurants | 14 | 3.9M | Coco Bambu 1.9M | |
| Food Processing | 18 | 1.4M | Bom Parceiro GP 682.8K | |
| Food & Beverage Products | 16 | 695.7K | Sempre JBS 523.7K | |
| Services For Crop Farming | 72 | 127.5K | Prohort Ceasas 17.7K | |
| Crop Equipment | 12 | 87.5K | Jacto Connect 45.9K | |
| Services For Restaurants | 7 | 87.2K | CLICQ 53.2K | |
| Food Processing & Packaging Equipment | 6 | 66.2K | B.blend 64.7K |
A company can carry several segment tags, so these rows overlap and should not be added together. Trend lines are zero-based and share one quarter grid, so a flat line is a quiet segment, not a missing one.
New apps published, beside apps whose most recent update landed in that quarter — the second bar is how much of the shelf is still being maintained.
Darker bars are new releases, lighter bars apps updated. 89 of 212 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.
3 companies hiring · $5.74M disclosed funding
Explore in RadarCommon revenue models; a company can use more than one.
Recorded corporate activity linked to companies in this landscape.
JBS launches cultivated protein R&D center in Brazil with US$37 million investment
Karavel, a London, UK–based AI-driven compliance platform for highly regulated industries, has raised £1.25 million in funding.
Marfrig-BRF merger completed; executive team named
Ambev IPO'ed in 1997 and has grown 428% since going public.
The Canadian pension fund PSP Investments has just become the shareholder of the Brazilian Citrosuco, the world's largest exporter of orange juice.
In four years, the company carried out five merger and acquisition operations, including brands such as Mabel, Santa Amália and Seleto/Bom Dia.
Dias Carneiro Advogados advised Sipcam Nichino Brasil on the public offering of its sixth issue of debentures, in a single series, totaling BRL 150 million.
The American A-AG Holdco proposed to pay R$ 11 for Kepler Weber's action to acquire the Brazilian silos manufacturer – that's what Kepler informed the CVM on Monday (10).
The Brazilian brand of empanadas La Guapa received, from the hands of Gran Capital Partners, an investment of unknown amount to boost the growth of the sales volume of the brand, the opening of new own restaurants and the expansion of its franchise
The obligation to sell two brands for approval of the Wickbold – Bimbo merger aims to create new strong competitors in the sector, according to the case rapporteur at the Administrative Council for Economic Defence (Cade), councilwoman Camila Cabral Pires Alves.
Top 10 categories among 366 recorded events in the 24-month window.
5 companies with recorded IPO activity
IPO · NYSE2 reports
IPO activity1 reports
Direct Listing · NYSE9 reports
IPO · Santiago Stock Exchange1 reports
IPO activity1 reports
1 tracked people moves
Appointment President
Products, platforms and features in the recorded window
Sugar Line
Express delivery program
Non-alcoholic beverage
12 recorded customer wins
Customer: BRF Arabia HoldingLogistics
Customer: minerva foodsPlant Operations
Customer: Brazilian Confederation of Football (CBF)Food
Customer: GPT (Grain & Protein Technologies)
Customer: Saudi ArabiaPoultry
Customer: Nestrade S.A.Carbon sequestration
1 companies with reported reductions
374 rolesmarket conditions
16 recorded events
approval granted for acquisitionBrazil’s Administrative Council for Economic Defense
approved the purchaseCade
approvedSecurities Commission (SVC)
Approved double listing of shares
11 tracked suits
pork price and supply manipulation by processors through Agri Stats reportingClass Action · Ongoing
antitrust review of acquisitionRegulatory · Ongoing
Reported company results in the recorded window.
Median across 62 reported growth observations; companies may contribute multiple periods.
Company-linked deal reports; status is preserved as recorded.
| Acquirer → target | Status | Date | Value / context |
|---|---|---|---|
| Marfrig Global Foods→BRF ↗ | Pending | 2026-06-03 | Not stated in snapshot |
| Marfrig Global Foods→BRF ↗ | Announced | 2026-04-05 | Not stated in snapshot |
| ferrara→Dori Alimentos ↗ | Completed | 2026-03-19 | Not stated in snapshot |
| JBS→Na | Announced | 2026-02-09 | Not stated in snapshot |
| JBS→new food holding company in Oman | Announced | 2026-02-09 | Not stated in snapshot |
| JBS→Omani food company | Announced | 2026-02-08 | $150.0M |
A discussion or rumour is not a completed transaction. An unstated value is not zero.
3 postings in the preceding 12 months. The full 27-posting snapshot covers 20 employers.
0 tracked postings mention remote work.
Top skills across 27 tracked postings in the available jobs snapshot.
| Company | Open roles |
|---|---|
| King Soopers ↗ | 11 |
| Daiso ↗ | 7 |
| Greenpeople ↗ | 7 |
| Oak\'s Burritos ↗ | 5 |
| OAKBERRY ↗ | 5 |
| Flormel ↗ | 4 |
| Terra Santa Agro ↗ | 4 |
| Congraf ↗ | 4 |
| Company | Employees |
|---|---|
| JBS ↗ | 233,797 |
| Marfrig Global Foods ↗ | 34,607 |
| klabin ↗ | 25,000 |
| M Dias Branco ↗ | 16,160 |
| IMC ↗ | 12,000 |
| Camilalimentos ↗ | 7,000 |
| King Soopers ↗ | 5,684 |
| SLC Agrícola ↗ | 3,511 |
195 founders and chief executives across 181 companies.
Ex- CEO Patterson Park Books, New York Life, Ferris, Baker Watts, Morgan Stanley. University of Maryland BA 1997
Ex-History Lab. ESPM Higher School of Advertising and Marketing 2012
Cambuhy Investimentos, ex-CEO RB Capital, MD Credit Suisse Brasil, Banco Garantia. FGV BBA 1982, MBA 1991
CEO & President Black Iron, ex-Rio Tinto, Hatch. Queen's University MBA 2002
Tortoise & Volt Marketing & Ventures, ex-Moet Hennessy, Unilever. NYU Stern School of Business MBA 1992, Penn State University BS 1987
Culttivo, ex-Bi And P Banco Indusval And Partners, ex-Sertrading, PECEGE/ESALQ, 2014
Ex-Freighter, Louis Dreyfus Company. UFSCar - Alumni BS 2004
ex-Amazon, BCG, Nokia, Gerdau. Universidade Federal do Rio Grande do Sul MSc 2007, Northwestern University - Kellogg School of Management MBA 2013
ex- Dylan Bay, Founder ColdHeat. University of Washington BA 1999
Criah, Toronto Foundation. ESPM 1998
SL Cereals and Food, Ex-allpago, Patria Investimentos.Regent's University London BA 2010, INSEAD MBA 2017
Ex-Johnson & Johnson, World Trade Center San Diego. PUC Minas 2010
9 profiles with education records.
2 profiles with prior-work records.
Profiles cover recorded founders and leaders; contact details remain in Radar.
481,811 articles in the measured 12-month window.
Food and Agriculture coverage across Brazil · articles per complete quarter
| Quarter | Articles |
|---|---|
| 2021Q2 | 47,716 |
| 2021Q3 | 52,600 |
| 2021Q4 | 40,389 |
| 2022Q1 | 42,462 |
| 2022Q2 | 43,066 |
| 2022Q3 | 45,677 |
| 2022Q4 | 72,046 |
| 2023Q1 | 63,698 |
| 2023Q2 | 92,364 |
| 2023Q3 | 72,146 |
| 2023Q4 | 54,014 |
| 2024Q1 | 61,672 |
| 2024Q2 | 72,917 |
| 2024Q3 | 80,028 |
| 2024Q4 | 82,924 |
| 2025Q1 | 101,945 |
| 2025Q2 | 79,280 |
| 2025Q3 | 312,139 |
| 2025Q4 | 48,815 |
| 2026Q1 | 49,986 |
Article volume measures coverage, not market sales.
332 recorded company events across 42 companies; percentages use that event total.
Food and Agriculture coverage across Brazil · ranked by full-period article count.
Recent and prior counts use the source comparison windows.
Food and Agriculture coverage across Brazil
| Keyword | Recent | Prior | Change |
|---|---|---|---|
| countries | 4,191 | 1,859 | 125% |
| tariff negotiations | 3,287 | 2,131 | 54% |
| trade dispute mechanisms | 1,383 | 773 | 79% |
| free trade deals | 1,361 | 941 | 45% |
| angel investors | 1,057 | 327 | 223% |
| bilateral trade | 1,056 | 679 | 56% |
| preferential tariff | 989 | 531 | 86% |
| tariff rate quota | 827 | 407 | 103% |
| mfn tariff | 665 | 353 | 88% |
| stock performance | 587 | 405 | 45% |
| olympic team selections | 228 | 1,429 | -84% |
| geopolitical alliances | 718 | 1,094 | -34% |
| olympic trials | 191 | 1,059 | -82% |
| ronaldo | 571 | 985 | -42% |
| summer olympics athletics | 72 | 892 | -92% |
Food and Agriculture coverage across Brazil
territories, disputed islands, countries
15.8% critical · 11.6% positiveangel investors, early-stage investment, asset acquisition
33.1% critical · 41.0% positivegdp growth rate, economic growth statistics, economic output growth
26.7% critical · 45.0% positiveFood and Agriculture coverage across Brazil. Topic labels describe recorded classifications and can include broad context.
8,585 papers in the recorded worldwide scope.
Tone counts: 7,821 positive · 438 neutral · 326 negative.
Landmark: Internet-of-Things (IoT)-Based Smart Agriculture: Toward Making the Fields Talk
Landmark: Adoption of agricultural technology in the developing world: A meta-analysis of the empirical literature
Landmark: Responses of soil carbon sequestration to climate‐smart agriculture practices: A meta‐analysis
Common problems researchers identify · 0125.8% of this theme group
Researchers highlight limited technology transfer and outdated machinery hindering modern agricultural practices.
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
| Year | Share index |
|---|---|
| 2022 | 28.8 |
| 2023 | 28.8 |
| 2024 | 25.7 |
| 2025 | 37.7 |
Common problems researchers identify · 0219.9% of this theme group
Studies flag climate change as a core threat to stable food supplies and resource management.
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
| Year | Share index |
|---|---|
| 2022 | 2471.4 |
| 2023 | 2538.0 |
| 2024 | 2508.1 |
| 2025 | 2600.9 |
Common problems researchers identify · 0315.4% of this theme group
Paper focus on difficulties small farms face adopting climate‑smart methods and securing livelihoods.
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?
| Year | Share index |
|---|---|
| 2022 | 2172.1 |
| 2023 | 2235.5 |
| 2024 | 2156.2 |
| 2025 | 2399.7 |
Common problems researchers identify · 0413.8% of this theme group
Works discuss technical and infrastructural barriers to deploying precision and smart farming technologies.
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
| Year | Share index |
|---|---|
| 2022 | 516.4 |
| 2023 | 519.5 |
| 2024 | 651.7 |
| 2025 | 478.3 |
Common problems researchers identify · 0512.9% of this theme group
Research points to inefficiencies in production systems and rising animal welfare challenges.
Agricultural science (35) · Agriculture (92) · Production (27) · Animal welfare (6)
Farm Management Information Systems.
Evaluating Impacts of Climate Change on Farm Management
| Year | Share index |
|---|---|
| 2022 | 303.6 |
| 2023 | 290.5 |
| 2024 | 208.2 |
| 2025 | 118.7 |
Common problems researchers identify · 067.0% of this theme group
Authors warn about cybersecurity and data privacy risks in IoT‑enabled farming platforms.
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
| Year | Share index |
|---|---|
| 2022 | 1283.1 |
| 2023 | 1265.5 |
| 2024 | 1203.5 |
| 2025 | 1198.7 |
Common problems researchers identify · 075.1% of this theme group
Literature notes technical, economic, and acceptance hurdles for agricultural robots and automation.
Robot (52) · Robotics (35) · Agriculture (67) · Automation (10)
Agricultural Robotics
Global trends in the development of agricultural robotics
| Year | Share index |
|---|---|
| 2022 | 886.8 |
| 2023 | 910.3 |
| 2024 | 891.5 |
| 2025 | 945.5 |
Cautions · 0121.6% of this theme group
Cautionary analyses question whether climate‑smart practices truly deliver promised benefits.
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.
| Year | Share index |
|---|---|
| 2022 | 2413.8 |
| 2023 | 2486.1 |
| 2024 | 2510.3 |
| 2025 | 2616.8 |
Cautions · 0221.4% of this theme group
Studies caution that subsidies and financing gaps limit uptake of new agricultural tools.
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
| Year | Share index |
|---|---|
| 2022 | 394.3 |
| 2023 | 383.7 |
| 2024 | 360.0 |
| 2025 | 244.5 |
Cautions · 0316.9% of this theme group
Research warns about complex interactions between animal systems and agronomic practices.
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
| Year | Share index |
|---|---|
| 2022 | 189.7 |
| 2023 | 178.6 |
| 2024 | 129.2 |
| 2025 | 115.0 |
Cautions · 0416.1% of this theme group
Analyses highlight uncertain outcomes for farmer incomes and food security under climate‑smart schemes.
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
| Year | Share index |
|---|---|
| 2022 | 2172.1 |
| 2023 | 2235.5 |
| 2024 | 2156.2 |
| 2025 | 2399.7 |
Cautions · 0511.7% of this theme group
Papers caution about technical reliability and regulatory issues in sensor‑driven and aerial farming solutions.
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
| Year | Share index |
|---|---|
| 2022 | 1212.2 |
| 2023 | 1229.2 |
| 2024 | 1220.3 |
| 2025 | 1185.7 |
Cautions · 067.3% of this theme group
Research flags that technology adoption may widen income gaps among rural producers.
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
| Year | Share index |
|---|---|
| 2022 | 944.5 |
| 2023 | 942.8 |
| 2024 | 838.2 |
| 2025 | 826.1 |
Cautions · 074.9% of this theme group
Studies question the economic returns of agroforestry and climate‑adapted management techniques.
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
| Year | Share index |
|---|---|
| 2022 | 852.4 |
| 2023 | 826.0 |
| 2024 | 730.8 |
| 2025 | 469.6 |
Opportunities · 0121.2% of this theme group
Opportunities focus on wireless sensor systems enabling real‑time monitoring and resource efficiency.
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
| Year | Share index |
|---|---|
| 2022 | 376.9 |
| 2023 | 371.8 |
| 2024 | 365.6 |
| 2025 | 332.3 |
Opportunities · 0217.8% of this theme group
Research highlights cloud‑connected IoT solutions that streamline data collection and decision support.
Internet of Things (451) · Agriculture (495) · Cloud computing (108) · Precision agriculture (129)
Smart agriculture system using IoT
IoT based System for Smart Agriculture
| Year | Share index |
|---|---|
| 2022 | 1077.0 |
| 2023 | 1072.5 |
| 2024 | 1077.3 |
| 2025 | 1184.3 |
Opportunities · 0314.9% of this theme group
Papers explore mobile robots and motion planning to automate field tasks.
Robot (412) · Robotics (77) · Mobile robot (60) · Motion planning (34)
On the Development of Intelligent Autonomous Agricultural Robot
Multi-Purpose Autonomous Agricultural Robot
| Year | Share index |
|---|---|
| 2022 | 828.7 |
| 2023 | 850.4 |
| 2024 | 844.0 |
| 2025 | 861.1 |
Opportunities · 0414.8% of this theme group
Works present innovative methods to reduce emissions while enhancing food security.
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
| Year | Share index |
|---|---|
| 2022 | 2178.4 |
| 2023 | 2250.1 |
| 2024 | 2183.1 |
| 2025 | 2412.8 |
Opportunities · 0511.5% of this theme group
Studies showcase convolutional networks diagnosing crop ailments to improve yields.
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
| Year | Share index |
|---|---|
| 2022 | 84.0 |
| 2023 | 97.1 |
| 2024 | 73.8 |
| 2025 | 128.3 |
Opportunities · 0611.0% of this theme group
Research emphasizes how modern machinery and economics boost output and reduce poverty.
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
| Year | Share index |
|---|---|
| 2022 | 578.7 |
| 2023 | 566.7 |
| 2024 | 533.2 |
| 2025 | 402.8 |
Opportunities · 078.8% of this theme group
Papers describe integrated platforms leveraging data and AI for optimized livestock and production management.
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
| Year | Share index |
|---|---|
| 2022 | 130.9 |
| 2023 | 122.4 |
| 2024 | 96.0 |
| 2025 | 109.6 |
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% | 17.2% |
| Problem-identifying | 20.3% | 9.7% |
| Breakthrough | 13.1% | 26.4% |
| Cautionary | 5.1% | 4.5% |
| Comparative | 2.7% | 3.7% |
| Critical | 0.8% | 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 & 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.
Company counts, hiring and disclosed funding across the recorded hubs.
52.6% across the displayed hubs
15 companies hiring · $603.3M disclosed funding
Explore companies in Sao Paulo ↗11.6% across the displayed hubs
2 companies hiring · $77.6M disclosed funding
Explore companies in Rio De Janeiro ↗
8.6% across the displayed hubs
1 companies hiring · $23.9M disclosed funding
Explore companies in Curitiba ↗7.0% across the displayed hubs
2 companies hiring · $0 disclosed funding
Explore companies in São Paulo ↗7.0% across the displayed hubs
1 companies hiring · $1.1M disclosed funding
Explore companies in Porto Alegre ↗
4.6% across the displayed hubs
1 companies hiring · $0 disclosed funding
Explore companies in Fortaleza ↗4.6% across the displayed hubs
0 companies hiring · $33.9M disclosed funding
Explore companies in Belo Horizonte ↗
4.0% across the displayed hubs
0 companies hiring · $0 disclosed funding
Explore companies in Campinas ↗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: 7 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 ↗