Industry landscapes
Industry report

Funding and advertised pay are reported in USD; filed accounts retain their stated source currency and basis.

Exchange-rate basis

Indicative conversions use ECB reference rates dated 2026-09-14, applied consistently across all periods. They are not historical exchange rates. Indian rupees may use crore (1 crore = 10 million); other currencies use K, M and B. CSV downloads, source documents and quoted news headlines retain their original currencies.

THE IRELAND EDITION 2026

Ireland’s
food and agriculture industry,
in focus.

The companies, capital and talent shaping food and agriculture in Ireland. Find the leaders. Understand the segments. See where the activity is.

Snapshot: Funding in USD
Illustrated cover for Food and Agriculture Industry Landscape of Ireland
IE
COMPANIES · CAPITAL · TALENT

An industry ecosystem,
measured in context.

Food and Agriculture illustration
MEET THE COMPANIES

Explore Ireland’s food and agriculture leaders

24 featured companies from the funding, hiring, revenue and team-size leaderboards.

Expand panel +
Food and Agriculture company highlights in Ireland, snapshot 1 September 2026
Company
Strong Rootsstrongroots.com$73.3M—47—
Waterford Whiskywaterfordwhisky.com$47.87M—15—
POWERSCOURT DISTILLERYpowerscourtdistillery.com$33.46M—22—
Kerry Foodservicekerryfoodservice.com$15M———
The Naked Collectivethenakedcollective.com$14.07M—31—
Great Northern Distillerygndireland.com$8.76M—29—
Glendalough Distilleryglendaloughdistillery.com$6.1M———
Boann Distilleryboanndistillery.ie$5.44M———
Ornuaornua.com—4 roles3,000—
Bord Biabordbia.ie—2 roles423—
Guinness Storehouseguinness-storehouse.com—2 roles204—
Village Dairyvillagedairy.ie—2 roles——
West Cork Distillerswestcorkdistillers.com—2 roles120—
fallon & byrnefallonandbyrne.com—2 roles91—
BFreebfreefoods.com—1 roles86—
Irish Distillersirishdistillers.ie—1 roles758—
Dairygolddairygold.ie——789—
Dole Plcdoleplc.com——1—
Greencoregreencore.com——2,469—
Kerrykerry.com——23,351Financial figure available in RadarView in Radar
Supermac’ssupermacs.ie——1,503—
Teagascteagasc.ie——1,616—
Tirlantirlan.com——1,145—
bwg foodsbwg.ie——23,000—
24 featured companies

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 ↗

Company discovery

Recorded evidence only

Explore the live startup set in Radar

No company example met every recorded classification, independence and public-profile gate in this snapshot. The live directory may have newer qualifying companies.

Explore classified startups in Radar ↗
THE KEY SIGNALS

Food and Agriculture industry KPIs in Ireland

A few useful ratios bring the size of this ecosystem into perspective.

1 September 2026
Hiring participation3.5%

30 of 846 tracked companies have open roles.

Funding participation4.5%

38 of 846 tracked companies have a recorded round.

Top 3 funding share67.8%

Share of disclosed capital received by the three largest recorded recipients.

Median disclosed round$757.34K

Midpoint of 33 rounds with a disclosed amount.

Scale is concentrated. Opportunity is broader. The three largest funding recipients hold 67.8% of disclosed capital, while 95.5% of tracked companies have no recorded funding round.

Explore the segments →
CAPITAL & COMPANY FORMATION

How Ireland food and agriculture has grown

Recorded company formation and disclosed funding across the complete annual series shown.

Expand panel +
2016 — 2025

Disclosed funding by year

Sum of recorded funding rounds · USD

Ireland food and agriculture
$0$24.15M$48.29M$72.44M$96.59M2016: $14.37M20162017: $68320172018: $58.01K20182019: $18.55M20192020: $10.15M20202021: $69.41M20212022: $1.77M20222023: $84.73M20232024: $1.47M20242025: $3.48M2025
View the numbers
Annual food and agriculture funding and company formation in Ireland
YearFunding (USD)FoundedRaising
2016$14.37M335
2017$683521
2018$58.01K471
2019$18.55M682
2020$10.15M544
2021$69.41M285
2022$1.77M52
2023$84.73M76
2024$1.47M63
2025$3.48M23
WHERE CAPITAL SITS

Funding concentration

Share of all disclosed company funding.

  • Strong Roots32.1%
  • Waterford Whisky21.0%
  • POWERSCOURT DISTILLERY14.7%
  • Other companies32.2%

Funding by stage

45 recorded rounds since 2016

NUMBER OF ROUNDS
Seed & Angel18 40.0%
Series A–B7 15.6%
Series C+ / PE0 0.0%
Grants, debt & other20 44.4%

Recent recorded rounds

Latest recorded rounds · USD
0 rounds

Swipe or scroll horizontally to browse.

Largest and notable recorded rounds

Each card is one recorded round
10 cards

Swipe or scroll horizontally to browse.

THE BUSINESS BEHIND THE ACTIVITY

Revenue, profitability & financial strength

Expand panel +

Annual accounts availability

No reviewed exact national-ID connector has yet been qualified for Ireland; this is a checked implementation boundary, not evidence that filings are absent.; No reviewed exact national-ID connector has yet been qualified for Ireland; this is a checked implementation boundary, not evidence that filings are absent.

DIGITAL FOOTPRINT

Web traffic, app reach and release cadence

How the Ireland companies on this page show up online: the sites people visit, the apps they install, and how often those apps ship.

Busiest websites

8 of the 846 companies on this page carry a measured traffic record (0.9%); these are the largest of those, by monthly visits. The median among them is 182,011 visits.

Visits and authority are third-party web estimates, not company-reported figures.

Most-installed apps

44 of these companies (5.2%) publish at least one Android app — 50 apps in all, carrying 2.7M installs between them.

AppInstallsRatingStore category
Real RewardsSuperValu1M—Shopping
SuperValuSuperValu394.8K3.1Shopping
Apache Pizza: Food DeliveryApache Pizza347.3K—Food & Drink
Supermac\'sSupermac’s158.9K—Food & Drink
CamileCamile140.6K—Food & Drink
Insomnia Coffee IEinsomnia129.5K5Food & Drink
Starbucks IrelandStarbucks Ireland84.6K—Food & Drink
Romayo\'s IrelandRomayo’s77.5K—Lifestyle
Four Star Pizza AppFour Star Pizza60.7K—Food & Drink
SPAR Ireland - My SPAR RewardsSPAR57.6K—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.

App reach by segment

The busiest app inside each of this page’s own segments, with the quarterly release trend behind it (2023Q1–2023Q1).

SegmentAppsInstallsLeading appRelease trend
Food Retailers61.5MReal Rewards 1M
Food Distributors51.4MSuperValu 394.8K
Restaurants1322.7KFriends of BuJo 5.6K
Livestock Research And Training Services212.8KPBI Grass Pasturebase Ireland 9K

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.

2023Q1: 12023Q1: 02023Q12024Q3: 12024Q3: 132024Q32024Q4: 12024Q4: 72024Q42025Q3: 12025Q3: 52025Q3

Darker bars are new releases, lighter bars apps updated. 36 of 50 apps carry a release date. The series ends at 2025Q3, the last quarter that closed before the June 2026 reading.

INSIDE THE INDUSTRY

The Ireland food and agriculture market map

Explore the segments behind the headline numbers.

Expand panel +

Where companies are building

Rank segments by scale, hiring or disclosed funding.

Internet first brands34
Consumer digital10
Plant based foods6
B2c e-commerce6

Companies can sit in several segments. Counts and funding overlap.

SEGMENT TO EXPLORE

Internet first brands

The largest measured segment in this report snapshot.

34companies
0.0%have hiring activity

0 companies hiring · $15M disclosed funding

Explore in Radar

How companies make money

Common revenue models; a company can use more than one.

E-commerce - product544
Physical commerce362
Advertising156
E-commerce - service137
Commission on transaction131
Fee-for-service55
Sponsorship33
Subscription14
THE COMPANIES IN MOTION

Who is listing, hiring leaders, launching and winning work

Recorded corporate activity linked to companies in this landscape.

Expand panel +
Recent corporate headlines 10 dated reports
Funding roundsdonnybrookfair.ie ↗

SuperValu owner Musgrave has pumped over €20.3m into retailer Donnybrook Fair since buying the high-end grocery and food brand in 2018.

Mergers & acquisitionsoriginenterprises.com ↗

Clarendon Agricare is a well-established distributor within the Northern Ireland agricultural sector.

Mergers & acquisitionspichermitage.com ↗

Pilgrim's Europe has announced the acquisition of Hermitage AI Ltd

Mergers & acquisitionsipmpotato.com ↗

Royal HZPC Group has completed the acquisition of IPM Potato Group, following an initial announcement made in October 2025.

Mergers & acquisitionscarbery.com ↗

Cork flavour, ingredients and dairy company Carbery Group has acquired Solutaste, a flavour and ingredients manufacturer and distribution firm based in Sao Paulo.

Mergers & acquisitionsgreencore.com ↗

Greencore Group plc has secured a largely favourable ruling from the United Kingdom’s Competition and Markets Authority in relation to its proposed acquisition of Bakkavor Group plc.

Mergers & acquisitionscaterline.ie ↗

In September, Bunzl completed the acquisition of Caterline Catering Equipment Ltd (Caterline), a distributor of commercial catering equipment in Ireland and Northern Ireland.

Mergers & acquisitionscandcgroupplc.com ↗

C&C Group plc, the Dublin-based manufacturer, marketer and distributor of beer and hard cider brands including Woodchuck and Hornsby’s, has acquired the remaining 50 percent stake in Wallaces Express, Scotland's largest wine and spirits wholesaler.

Mergers & acquisitionsreadychef.ie ↗

Its recent acquisition, Ready Chef, has been performing well.

Mergers & acquisitionsdoleplc.com ↗

The US fresh vegetable business of Dublin-based company Dole has been acquired by Organicgirl, a packaged salad firm owned by Arable Capital Partners, for USD 140m.

Full recorded event mix

Top 10 categories among 189 recorded events in the 24-month window.

Earnings
62
Company announcements
39
Mergers & acquisitions
24
Leadership moves
19
Asset acquisitions
15
Regulatory
11
Contracts
7
Funding rounds
4
Buyback
3
New products
2
6 activity cards

Swipe or scroll horizontally to browse.

Leadership moves

12 tracked people moves

Ornua ↗
Tim Healy

Appointment Member of the Board of Directors

Ornua ↗
Dermot Farrell

Appointment Member of the Board of Directors

Ornua ↗
Frank Tobin

Appointment Member of the Board of Directors

Michael Carey

Resignation

C&C Gleeson ↗
Andrew Andrea

Resignation Previously Chief Executive Officer

Tommy Keane

Appointment Chairman

Product launches

Products, platforms and features in the recorded window

bwg foods ↗
Mercedes-Benz eActros 600

Electric Heavy Goods Vehicle

Workforce actions

1 companies with reported reductions

Dairygold ↗

70 rolescost reduction

Earnings pulse

Reported company results in the recorded window.

15companies
65period observations
4.7%median reported growth

Median across 54 reported growth observations; companies may contribute multiple periods.

Mergers and acquisitions

Company-linked deal reports; status is preserved as recorded.

Acquirer → targetStatusDateValue / context
Müller Dairy UK→Greencore ↗Announced2026-06-15Not stated in snapshot
Greencore→bakkavor2026-04-22Not stated in snapshot
Origin Enterprises→clarendon agricareAnnounced2026-03-20Not stated in snapshot
Pilgrim\'s Europe→Hermitage AI ↗Announced2026-03-02Not stated in snapshot
Royal HZPC Group→IPM Potato ↗Completed2026-02-10Not stated in snapshot
Fyffes→chiquita brands internationalAnnounced2026-02-10Not stated in snapshot

A discussion or rumour is not a completed transaction. An unstated value is not zero.

PEOPLE & OPPORTUNITY

The talent market

3 postings in the preceding 12 months. The full 14-posting snapshot covers 8 employers.

Expand panel +

Most advertised job titles

Till/Shop Assistant Full Time2
Shop/Deli Assistant Firies, Co. Kerry1
Branch Assistant Goresbridge1
Customer Service Representative1
Sales Assistant Part Time1
Full Time Barista Fully Flexible1
1 internship postings

0 tracked postings mention remote work.

The seniority mix

3 postings specify a level.

unspecified
11
manager
2
senior
1
THE PEOPLE BUILDING THE FIELD

Founders and leaders

152 founders and chief executives across 130 companies.

Expand panel +
12 profiles

Swipe or scroll horizontally to browse.

Education networks

4 profiles with education records.

University of Galway
2
University of Chicago
1
Dublin City University
1

Prior employers

2 profiles with prior-work records.

Profiles cover recorded founders and leaders; contact details remain in Radar.

NEWS INTELLIGENCE

How this industry appears in the news

67,564 articles in the measured 12-month window.

Expand panel +
67,564articles in the measured year
19,051articles in 2026Q1
68.3%positive tone in the latest complete year

News volume trends

Food and Agriculture coverage across Ireland · articles per complete quarter

07,90115,80323,70431,6052021Q2: 13,9412021Q22021Q3: 27,4832021Q4: 13,2292022Q1: 16,0492022Q2: 14,1132022Q22022Q3: 13,5862022Q4: 16,2602023Q1: 17,6492023Q2: 19,2632023Q22023Q3: 18,2192023Q4: 16,4702024Q1: 19,0272024Q2: 18,6662024Q22024Q3: 17,9692024Q4: 17,7962025Q1: 24,4562025Q2: 14,8912025Q22025Q3: 19,3612025Q4: 13,9902026Q1: 19,0512026Q1
View quarterly article counts
QuarterArticles
2021Q213,941
2021Q327,483
2021Q413,229
2022Q116,049
2022Q214,113
2022Q313,586
2022Q416,260
2023Q117,649
2023Q219,263
2023Q318,219
2023Q416,470
2024Q119,027
2024Q218,666
2024Q317,969
2024Q417,796
2025Q124,456
2025Q214,891
2025Q319,361
2025Q413,990
2026Q119,051

Article volume measures coverage, not market sales.

Tone of coverage over time

2021
31,438 positive · 702 neutral · 26,186 negative
2022
38,790 positive · 1,131 neutral · 19,953 negative
2023
46,191 positive · 1,214 neutral · 24,013 negative
2024
49,957 positive · 1,367 neutral · 21,973 negative
2025
49,531 positive · 1,644 neutral · 21,365 negative

Leading coverage topics

Food and Agriculture coverage across Ireland · ranked by full-period article count.

International Sports Competitions16,448 articles in the full recorded period
2,961 recent · 3,642 prior
Championship Event Highlights6,633 articles in the full recorded period
1,403 recent · 1,423 prior
Sports Coaching Strategies6,318 articles in the full recorded period
938 recent · 1,279 prior
Sports History And Legacy Stories5,060 articles in the full recorded period
849 recent · 1,009 prior
Youth Sports Development Programs4,452 articles in the full recorded period
589 recent · 900 prior
Nationalism And Sovereignty Debates4,149 articles in the full recorded period
203 recent · 191 prior
Olympic Games Coverage4,137 articles in the full recorded period
663 recent · 1,052 prior
Political Biographies And Memoirs3,961 articles in the full recorded period
149 recent · 101 prior
Political Philosophy Discussions3,809 articles in the full recorded period
88 recent · 80 prior
Political Theory And Ideology Analysis3,781 articles in the full recorded period
86 recent · 80 prior

Recent and prior counts use the source comparison windows.

Topics gaining and losing attention

Food and Agriculture coverage across Ireland

KeywordRecentPriorChange
study overseas294137115%
semester abroad262119120%
overseas study259128102%
stablecoin fx impact21266221%
sports legislation16862171%
overseas air routes15910354%
decentralized forex15574109%
pro league fixtures15067124%
international programs1356996%
world cup women1338262%
odi world cup186477-61%
icc world cup168441-62%
test cricket212342-38%
odi tactics171334-49%
mark rule gaelic football132325-59%

Event and signal lenses

Food and Agriculture coverage across Ireland

All complete annual cohorts shown
Rising

Regulatory Risk

83,151 classified articles

mark rule gaelic football, odi world cup, icc world cup

35.1% critical · 34.1% positive
Flat

Funding Momentum

20,021 classified articles

odi world cup, icc world cup, africa t20 cup

28.4% critical · 39.7% positive
Flat

Growth

22,149 classified articles

money laundering investigations, league expansion news, quarterly results

33.0% critical · 43.6% positive

Food and Agriculture coverage across Ireland. Topic labels describe recorded classifications and can include broad context.

RESEARCH SIGNALS

What Food and Agriculture research is working on

8,585 papers in the recorded worldwide scope.

Expand panel +
8,585papers
8,585worldwide comparison pool
—India-affiliated papers

Research orientation

Promising
3,090
Descriptive
1,886
Problem-identifying
1,744
Breakthrough
1,128
Cautionary
435
Comparative
231
Critical
71

Contribution mix

Empirical
3,801
Methods-led
2,885
Reviews
1,164
Position pieces
645
Theoretical
90

Tone counts: 7,821 positive · 438 neutral · 326 negative.

Common problems researchers identify
1,815 papers · 21.1% of this field
  • 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

Cautions
435 papers · 5.1% of this field
  • 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

Opportunities
4,218 papers · 49.1% of this field
  • 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

International Center for Tropical Agriculture
2,646
International Crops Research Institute for the Semi-Arid Tropics
2,547
Wageningen University & Research
2,127
Food and Agriculture Organization of the United Nations
1,929
Nanjing Agricultural University
1,699
International Maize and Wheat Improvement Center
1,659

Leading researchers

Robert B. Zougmoré
1,840
Leslie Lipper
1,705
Bruce Campbell
1,377
Mohammad Ammad Uddin
1,324
Ali Mansour
1,194
Muhammad Ayaz
1,175
Zubair Sharif
1,175
El‐Hadi M. Aggoune
1,175

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
7 cards

Swipe or scroll horizontally to browse.

Extension and Machinery Adoption GapsCommon problems researchers identify · 01

Extension and Machinery Adoption Gaps

418 papers

25.8% of this theme group

Researchers highlight difficulties in transferring technology and adopting modern machinery among farmers.

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
YearShare index
202228.9
202328.9
202425.8
202538.7
Climate Change Threats to Food SecurityCommon problems researchers identify · 02

Climate Change Threats to Food Security

323 papers

19.9% of this theme group

Studies flag climate impacts on agriculture and the resulting risks to food availability.

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
YearShare index
20222470.2
20232535.7
20242517.4
20252603.9
Adaptation Challenges for SmallholdersCommon problems researchers identify · 03

Adaptation Challenges for Smallholders

250 papers

15.4% of this theme group

Papers discuss obstacles small-scale farmers face when implementing climate‑smart practices.

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
YearShare index
20222172.3
20232236.1
20242166.2
20252403.3
Precision Agriculture Implementation BarriersCommon problems researchers identify · 04

Precision Agriculture Implementation Barriers

224 papers

13.8% of this theme group

Research points to technical and infrastructural hurdles limiting smart farming adoption.

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
YearShare index
2022512.7
2023515.6
2024647.8
2025472.7
Production Management and Animal Welfare IssuesCommon problems researchers identify · 05

Production Management and Animal Welfare Issues

210 papers

12.9% of this theme group

Works examine inefficiencies in farm management and concerns for livestock well‑being.

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
YearShare index
2022303.4
2023288.2
2024206.4
2025116.7
IoT Security and Reliability ConcernsCommon problems researchers identify · 06

IoT Security and Reliability Concerns

114 papers

7.0% of this theme group

Authors warn about cybersecurity and data integrity problems in connected agricultural systems.

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
YearShare index
20221280.1
20231261.2
20241196.6
20251192.1
Robotics Integration ObstaclesCommon problems researchers identify · 07

Robotics Integration Obstacles

83 papers

5.1% of this theme group

Studies identify technical and economic limits to deploying robots for farm automation.

Robot (52) · Robotics (35) · Agriculture (67) · Automation (10)

Agricultural Robotics

Global trends in the development of agricultural robotics

View research history
YearShare index
2022885.3
2023907.9
2024887.9
2025934.6

Cautions

384 papers · 7 recurring themes
7 cards

Swipe or scroll horizontally to browse.

Effectiveness of Climate‑Smart StrategiesCautions · 01

Effectiveness of Climate‑Smart Strategies

83 papers

21.6% of this theme group

Researchers caution that climate‑smart agriculture may not consistently 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.

View research history
YearShare index
20222413.0
20232484.7
20242519.0
20252620.4
Economic Viability of Technology SubsidiesCautions · 02

Economic Viability of Technology Subsidies

82 papers

21.4% of this theme group

Analyses question whether subsidies reliably promote technology uptake among farmers.

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
YearShare index
2022393.5
2023380.6
2024357.7
2025242.4
Livestock and Crop Management Trade‑offsCautions · 03

Livestock and Crop Management Trade‑offs

65 papers

16.9% of this theme group

Papers highlight potential conflicts between animal production goals and sustainable agronomy 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

View research history
YearShare index
2022190.1
2023178.6
2024129.7
2025114.6
Livelihood Impacts of Climate‑Smart PracticesCautions · 04

Livelihood Impacts of Climate‑Smart Practices

62 papers

16.1% of this theme group

Studies warn that adoption may not improve household incomes or resilience as expected.

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
YearShare index
20222172.3
20232236.1
20242166.2
20252403.3
Complexity of IoT and Drone SystemsCautions · 05

Complexity of IoT and Drone Systems

45 papers

11.7% of this theme group

Researchers note technical complexity and integration challenges for sensor and drone deployments.

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
YearShare index
20221208.4
20231224.6
20241211.9
20251173.9
Credit Access and Inequality RisksCautions · 06

Credit Access and Inequality Risks

28 papers

7.3% of this theme group

Works caution that financing schemes can exacerbate 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

View research history
YearShare index
2022946.2
2023942.7
2024840.0
2025834.1
Profitability Uncertainty in AgroforestryCautions · 07

Profitability Uncertainty in Agroforestry

19 papers

4.9% of this theme group

Analyses point to unclear economic returns for wetland and agroforestry interventions.

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
YearShare index
2022850.4
2023819.4
2024725.1
2025462.4

Opportunities

3,768 papers · 7 recurring themes
7 cards

Swipe or scroll horizontally to browse.

Wireless Sensor Networks for Precision FarmingOpportunities · 01

Wireless Sensor Networks for Precision Farming

799 papers

21.2% of this theme group

Opportunities focus on sensor‑based monitoring to enhance resource use 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

View research history
YearShare index
2022374.3
2023368.8
2024362.0
2025329.0
IoT‑Enabled Cloud PlatformsOpportunities · 02

IoT‑Enabled Cloud Platforms

671 papers

17.8% of this theme group

Research promotes cloud‑connected IoT solutions for real‑time farm management.

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
YearShare index
20221075.2
20231070.3
20241072.3
20251179.8
Autonomous Agricultural RobotsOpportunities · 03

Autonomous Agricultural Robots

561 papers

14.9% of this theme group

Papers explore mobile robots that can perform planting, weeding, and harvesting tasks.

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
YearShare index
2022827.0
2023847.9
2024840.1
2025849.0
Low‑Carbon Farming PracticesOpportunities · 04

Low‑Carbon Farming Practices

558 papers

14.8% of this theme group

Studies highlight methods to reduce greenhouse‑gas emissions while maintaining productivity.

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
YearShare index
20222178.9
20232250.8
20242192.9
20252416.6
Deep Learning for Plant Disease DetectionOpportunities · 05

Deep Learning for Plant Disease Detection

433 papers

11.5% of this theme group

Research showcases neural‑network models that identify crop diseases from images.

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
YearShare index
202283.4
202396.6
202474.0
2025129.0
Technology Adoption for Poverty ReductionOpportunities · 06

Technology Adoption for Poverty Reduction

413 papers

11.0% of this theme group

Works emphasize how modern machinery can boost yields and alleviate rural 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

View research history
YearShare index
2022578.2
2023562.6
2024531.1
2025402.3
Smart Management Systems for LivestockOpportunities · 07

Smart Management Systems for Livestock

333 papers

8.8% of this theme group

Papers propose integrated digital tools to optimize animal production and health.

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
YearShare index
2022131.4
2023123.3
202497.2
2025110.7

How this field compares with the research baseline

Orientation shares compared with 25,000 papers in the reference sample.

Research orientationThis fieldReference sample
Promising36.0%36.8%
Descriptive22.0%17.2%
Problem-identifying20.3%9.7%
Breakthrough13.1%26.7%
Cautionary5.1%4.7%
Comparative2.7%4.0%
Critical0.8%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 paperPapersShareRaised as a problemWorldwide share
Privacy & surveillanceInternet-of-Things (IoT)-Based Smart Agriculture: Toward Making the Fields Talk911.19%29 (31.9%)1.19%
Labour & data workThe Impact of India’s Rural Employment Guarantee on Demand for Agricultural Technology160.21%8 (50.0%)0.21%
Energy & datacenter footprintSustainable computing in smart agriculture: survey and challenges90.12%2 (22.2%)0.12%
Hardware, e-waste & supply chainThe LCA4CSA framework: Using life cycle assessment to strengthen environmental sustainability analysis of climate smart 30.04%0 (0.0%)0.04%
Bias & fairnessGender and access to complex and gender-biased agricultural technology information and knowledge: Evidence from smart-va30.04%0 (0.0%)0.04%
Concentration of compute powerMonopoly and Micro-irrigation in Smallholder Water Markets: Using exploratory modeling to consider interactions between 10.01%0 (0.0%)0.01%
Water use00.0%0 (%)0.0%
Carbon & emissions of compute00.0%0 (%)0.0%
Safety & misuse00.0%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 FOOTPRINT

Where companies are based

Company counts, hiring and disclosed funding across the recorded hubs.

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UNDERSTAND THE LANDSCAPE

Food and Agriculture in Ireland: 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.

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