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 DENMARK EDITION 2026

Denmark’s
food and agriculture industry,
in focus.

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

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

An industry ecosystem,
measured in context.

Food and Agriculture illustration
MEET THE COMPANIES

Explore Denmark’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 Denmark, snapshot 31 August 2026
Company
Novozymesnovozymes.com$60.74M—6,781—
Geia Foodgeiafood.com$52.75M3 roles132—
Chromologicschromologics.com$22.69M—12—
EvodiaBioevodiabio.com$21.06M—4—
Stauning Whiskystauningwhisky.com$17.27M—30—
Kaffe Buenokaffebueno.com$16.71M—8—
REDUCEDreduced.dk$10.19M—7—
ISH Spiritsishspirits.com$9.16M—23—
Grundfosgrundfos.com—11 roles19,221Financial figure available in RadarView in Radar
Carlsberg Groupcarlsberggroup.com—7 roles34,982Financial figure available in RadarView in Radar
Haarslevhaarslev.com—7 roles1,000—
Joe & The Juicejoejuice.com—4 roles2,463—
Little Miraclesdrinklittlemiracles.com—4 roles——
Nordic Seednordicseed.com—3 roles—Financial figure available in RadarView in Radar
True Gumtruegum.com—3 roles29—
Arla Foodsarla.com——20,000—
Arla Foods Ingredientsarlafoodsingredients.com——1,105—
Callecalle.dk————
Carlsbergcarlsberg.com——34,982—
Chr. Hansenchr-hansen.com——700—
DanHatchdanhatch.dk——161Financial figure available in RadarView in Radar
Danish Crowndanishcrown.com——25,841Financial figure available in RadarView in Radar
Oterraoterra.com——1,549Financial figure available in RadarView in Radar
Royal Unibrewroyalunibrew.com——2,567Financial figure available in RadarView in Radar
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 Denmark

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

31 August 2026
Hiring participation8.0%

72 of 905 tracked companies have open roles.

Funding participation4.0%

36 of 905 tracked companies have a recorded round.

Top 3 funding share54.8%

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

Median disclosed round$664.81K

Midpoint of 74 rounds with a disclosed amount.

Scale is concentrated. Opportunity is broader. The three largest funding recipients hold 54.8% of disclosed capital, while 96.0% of tracked companies have no recorded funding round.

Explore the segments →
CAPITAL & COMPANY FORMATION

How Denmark 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

Denmark food and agriculture
$0$19.03M$38.07M$57.1M$76.14M2016: $4.45M20162017: $4.68M20172018: $6.28M20182019: $5.12M20192020: $5.9M20202021: $66.79M20212022: $15.74M20222023: $11.51M20232024: $36.06M20242025: $18.43M2025
View the numbers
Annual food and agriculture funding and company formation in Denmark
YearFunding (USD)FoundedRaising
2016$4.45M303
2017$4.68M464
2018$6.28M525
2019$5.12M839
2020$5.9M418
2021$66.79M2312
2022$15.74M126
2023$11.51M135
2024$36.06M29
2025$18.43M13
WHERE CAPITAL SITS

Funding concentration

Share of all disclosed company funding.

  • Novozymes24.4%
  • Geia Food21.2%
  • Chromologics9.1%
  • Other companies45.2%

Funding by stage

81 recorded rounds since 2016

NUMBER OF ROUNDS
Seed & Angel34 42.0%
Series A–B20 24.7%
Series C+ / PE1 1.2%
Grants, debt & other26 32.1%

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.

Series B12/2025
EvodiaBioevodiabio.com$7.04M

Backed by RA Capital Management and Danmarks Eksport og Investeringsfond and others.

Series B04/2024
REDUCEDreduced.dk$6.51M

Backed by Danmarks Eksport og Investeringsfond and Rockstart and others.

THE BUSINESS BEHIND THE ACTIVITY

Revenue, profitability & financial strength

Annual accounts for reporting companies linked to this landscape, on like-for-like currency and reporting bases.

Expand panel +
DKK · millions · standalone

Display conversions use the dated reference rates above. Where a verified rate is unavailable, figures retain their source currency. Each reporting cohort keeps its currency and accounting basis separate.

FY2018 · annual statements grouped by reported fiscal year; exact entity periods remain on preview rows · 18 reporting entities from 173 eligible matches.

Revenue in covered accountsDKK 98,293.4m

Sum of reporting-entity revenue; not Denmark market sales.

Net profit / lossDKK 6,412.8m

Combined result for the same cohort.

Aggregate net margin+6.5%

Combined net income ÷ combined revenue.

Median company revenueDKK 18.2m

The middle covered reporting entity.

Profitable entities+88.9%

16 of 18 covered entities.

Top-five concentration+98.4%

Share of covered revenue from the five largest entities.

Annual account trend

Reported cohort totals by year; coverage is stated for every period.

Bar height shows revenue. Changes in coverage can affect totals.

Profitability has two perspectives

FY2018 · 18 reporting entities

Open the company accounts

Up to eight fixed company previews show financial amounts. Search and sort the wider company list, then continue in Radar.

18 reporting entities
Continue your financial research in Radar

Explore full company accounts and filings.

View financials in Radar ↗
DENMARK · INDUSTRY COHORTS

How does food and agriculture compare?

Each pair uses the same year, currency and reporting basis. Cohort overlap is disclosed.

IndustryCovered / eligibleRevenue totalMedian revenueNet profit / lossAggregate marginProfitable shareOverlap

Available-account cohorts are not estimates of whole industries. Overlapping entities can occur in more than one cohort; do not add cohort totals.

Coverage, calculations & financial sources

Filed annual accounts for exact designated national identifiers. Every aggregate and peer pair uses one fiscal year, source currency and reporting basis; periods, coverage and overlap are explicit; 2026 partials are excluded.

The same up to eight reporting entities remain open across years, filters and sorts. Other company figures are available in Radar.

Source currencies and accounting bases stay separate. Missing accounts are excluded rather than treated as zero. Exact reporting periods appear on company previews. Annual totals can change with coverage and do not measure growth of a fixed company cohort.

DIGITAL FOOTPRINT

Web traffic, app reach and release cadence

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

Most-installed apps

34 of these companies (3.8%) publish at least one Android app — 45 apps in all, carrying 2.4M installs between them.

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 (2023Q4–2026Q2).

SegmentAppsInstallsLeading appRelease trend
Crop Equipment8723KGrundfos GO Remote - Pump Tool 425.1K
Energy Efficiency7723KGrundfos GO - Pump Tool 217.7K
Food Service Chains9613.2KJOE & THE JUICE 577.7K
Food Distributors229.2Kinco Cash & Carry 29.2K
Food & Beverage Products420.7KSunquick Recipe 10.6K
Restaurants416.6KGASOLINE GRILL 13.5K
Food Processing68.2KMilkSafe 5.5K
Hrtech2241MySunset 3.0 143

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.

2022Q4: 22022Q4: 02022Q42023Q4: 22023Q4: 12023Q42024Q1: 12024Q1: 02024Q12024Q3: 12024Q3: 32024Q32026Q1: 22026Q1: 72026Q1

Darker bars are new releases, lighter bars apps updated. 29 of 45 apps carry a release date. The series ends at 2026Q1, the last quarter that closed before the June 2026 reading.

INSIDE THE INDUSTRY

The Denmark 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 brands33
Enterprise tech13
Consumer digital12
Plant based foods7
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.

33companies
6.1%have hiring activity

2 companies hiring · $10.92M disclosed funding

Explore in Radar

How companies make money

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

E-commerce - product602
Physical commerce435
Advertising112
Commission on transaction103
Fee-for-service93
E-commerce - service87
Sponsorship28
Subscription16
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
Mergers & acquisitionsjoejuice.com ↗

Emirates International Investment Company, the strategic investment arm of National Holding Group, has acquired a strategic minority stake in JOE & THE JUICE, while General Atlantic remains the majority shareholder.

Funding roundsreduced.dk ↗

REDUCED | Raises €4M in Series A funding to scale its production capacity, expand its product portfolio, strengthen quality and supply chain systems, and deepen global partnerships as it transitions from tech development to industrial supply.

Mergers & acquisitionsroyalunibrew.com ↗

Brewdog is expected to be sold early next week, with Danish brewer Royal Unibrew, the second biggest brewer in Denmark, mentioned as a likely buyer.

IPO activitycarlsberg.com ↗

Carlsberg A/S has appointed three banks and begun preparations for a potential listing of its India unit that could raise as much as $700 million, according to people familiar with the matter.

Mergers & acquisitionspindstrup.com ↗

Pindstrup Mosebrug A/S, producer of growing media for professional growers, has acquired La Mundial de Coco, a Dominican Republic-based supplier of high-quality coco products.

Mergers & acquisitionsgrundfos.com ↗

Grundfos to acquire US water treatment technology company Newterra

Funding roundsevodiabio.com ↗

Danish flavor company EvodiaBio has secured €6 million (DKK 45 million) in a new funding round to accelerate growth in its current markets and support expansion into Asia.

Mergers & acquisitionsplanetdairy.com ↗

PlanetDairy—a Danish startup developing hybrid cheese, milk and other products combining dairy and plant-based ingredients—has acquired selected equipment and tech know-how from defunct alt-cheese brand Stockeld Dreamery.

Mergers & acquisitionscmbiomass.com ↗

In 2021, the family-owned USTC acquired a majority stake in CM Biomass, a supplier of wood pellets and biomass, as part of a long-term strategy to gradually increase its ownership in the company.

Mergers & acquisitionskyocera-unimerco.com ↗

Kyocera Unimerco Tooling A/S announces the integration of business operations and core areas of Weber Technologies GmbH (Potsdam, Germany), effective September 1, 2025.

Full recorded event mix

Top 10 categories among 339 recorded events in the 24-month window.

Leadership moves
71
Company announcements
68
Mergers & acquisitions
63
Earnings
37
Contracts
27
New products
19
Asset acquisitions
11
Capital infusions
10
Funding rounds
10
Regulatory
8
7 activity cards

Swipe or scroll horizontally to browse.

IPO pipeline

1 companies with recorded IPO activity

Carlsberg ↗

Follow-on Offering · India3 reports

Leadership moves

8 tracked people moves

Arla Foods ↗
Matthew Walker

Appointment Head of Foodservice division

Claire de Coincy

Promotion Chief Human Resources Officer for Moët Hennessy’s wines and spirits division

Paula Fallowfield

Promotion Chief People Officer for LVMH Americas

Mette Maix

Appointment Chair of its Board of Directors

Laure Baume

Appointment Managing Director of Moët Hennessy France

Grundfos ↗
Anne Grønbjerg

Appointment Chief Human Resources Officer

Grundfos ↗
Mirjam Baijens

Resignation Previously Chief Human Resources Officer

Product launches

Products, platforms and features in the recorded window

Glue-based multipack packaging

Packaging

QServe

Quality rating app

Faerch ↗
rPET drinking lid

Beverage lid

Litigation

2 tracked suits

Company
Kenneth Kralick v moët hennessy

Wrongful dismissal due to whistleblowingCivil ·

Company
carlsberg v heineken

anti-competitive practicesAntitrust · Ongoing

Earnings pulse

Reported company results in the recorded window.

11companies
41period observations
2.7%median reported growth

Median across 30 reported growth observations; companies may contribute multiple periods.

Mergers and acquisitions

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

Acquirer → targetStatusDateValue / context
Carlsberg→britvicAnnounced2026-04-23Not stated in snapshot
emirates international investment→Joe & The Juice ↗Announced2026-04-22Not stated in snapshot
Royal Unibrew→brewdogRumored2026-02-28Not stated in snapshot
Pindstrup→La Mundial de CocoCompleted2026-02-20Not stated in snapshot
Grundfos→newterraCompleted2026-02-09Not stated in snapshot
Tibet Development→Carlsberg ↗Pending2026-02-03Not stated in snapshot

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

PEOPLE & OPPORTUNITY

The talent market

0 postings in the preceding 12 months. The full 5-posting snapshot covers 3 employers.

Expand panel +

Most advertised job titles

Tekniker Til Skiftehold1
Praktikant Til Kvalitetsafdelingen, Aalborg1
Praktikant Til Værdibaseret Salg1
Junior Salgskonsulent Til Traineeforløb1
Studentermedhjælper Til Spar Og Min Købmands Marketingteam1
1 internship postings

0 tracked postings mention remote work.

The seniority mix

1 postings specify a level.

unspecified
4
entry
1
THE PEOPLE BUILDING THE FIELD

Founders and leaders

204 founders and chief executives across 161 companies.

Expand panel +
12 profiles

Swipe or scroll horizontally to browse.

Education networks

7 profiles with education records.

INSEAD
3
Copenhagen Business School
3
University of Cambridge
1
London Business School (LBS)
1

Prior employers

0 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

149,942 articles in the measured 12-month window.

Expand panel +
149,942articles in the measured year
17,002articles in 2026Q1
13.6%positive tone in the latest complete year

News volume trends

Food and Agriculture coverage across Denmark · articles per complete quarter

029,01058,02087,030116,0402021Q2: 16,5732021Q22021Q3: 17,3622021Q4: 16,5122022Q1: 18,0492022Q2: 17,2972022Q22022Q3: 18,5852022Q4: 24,1302023Q1: 24,2142023Q2: 21,6532023Q22023Q3: 22,9242023Q4: 21,3322024Q1: 26,9192024Q2: 35,7252024Q22024Q3: 32,9652024Q4: 34,1842025Q1: 48,1232025Q2: 27,5992025Q22025Q3: 100,9042025Q4: 12,6722026Q1: 17,0022026Q1
View quarterly article counts
QuarterArticles
2021Q216,573
2021Q317,362
2021Q416,512
2022Q118,049
2022Q217,297
2022Q318,585
2022Q424,130
2023Q124,214
2023Q221,653
2023Q322,924
2023Q421,332
2024Q126,919
2024Q235,725
2024Q332,965
2024Q434,184
2025Q148,123
2025Q227,599
2025Q3100,904
2025Q412,672
2026Q117,002

Article volume measures coverage, not market sales.

Tone of coverage over time

2021
14,666 positive · 30,084 neutral · 9,807 negative
2022
19,857 positive · 46,324 neutral · 11,825 negative
2023
21,132 positive · 58,821 neutral · 10,094 negative
2024
23,509 positive · 93,807 neutral · 12,408 negative
2025
25,667 positive · 148,245 neutral · 15,296 negative

Leading coverage topics

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

International And Transnational Geographic Entities300,186 articles in the full recorded period
108,070 recent · 81,372 prior
Geopolitical Disputes And Contested Areas300,184 articles in the full recorded period
108,069 recent · 81,368 prior
Administrative And Political Subdivisions300,166 articles in the full recorded period
108,065 recent · 81,365 prior
International Sports Competitions7,392 articles in the full recorded period
1,160 recent · 1,537 prior
International Political Relations5,734 articles in the full recorded period
2,065 recent · 1,883 prior
Security And Defense Policies4,213 articles in the full recorded period
1,533 recent · 1,217 prior
Soccer Tournament Competitions3,478 articles in the full recorded period
495 recent · 845 prior
Championship Event Highlights2,659 articles in the full recorded period
501 recent · 579 prior
International Relations And Diplomacy2,499 articles in the full recorded period
854 recent · 702 prior
Professional League Updates2,334 articles in the full recorded period
488 recent · 512 prior

Recent and prior counts use the source comparison windows.

Topics gaining and losing attention

Food and Agriculture coverage across Denmark

KeywordRecentPriorChange
countries4,1891,858125%
study overseas25383205%
semester abroad23380191%
tariff negotiations22111297%
overseas study22080175%
multilateral diplomacy21394127%
foreign policy analysis1589763%
national security strategy1307671%
international programs10747128%
stock performance1015777%
europa league130640-80%
nationalist composers0557-100%
avant-garde composition0557-100%
quarterfinals121370-67%
final match63339-81%

Event and signal lenses

Food and Agriculture coverage across Denmark

All complete annual cohorts shown
Rising

Regulatory Risk

435,022 classified articles

territories, disputed islands, countries

4.0% critical · 3.7% positive
Rising

Funding Momentum

10,363 classified articles

prog rock epics, extended rock compositions, symphonic rock pieces

30.7% critical · 42.7% positive
Rising

Growth

11,369 classified articles

league expansion news, pro league fixtures, international flights

26.4% critical · 46.8% positive

Food and Agriculture coverage across Denmark. 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 GapsCommon problems researchers identify · 01

Extension and Machinery Gaps

418 papers

25.8% of this theme group

Researchers highlight limited technology transfer and outdated equipment hindering modern farming 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

View research history
YearShare index
202228.9
202328.9
202425.8
202538.7
Climate‑Food Security TensionCommon problems researchers identify · 02

Climate‑Food Security Tension

323 papers

19.9% of this theme group

Studies flag rising climate risks threatening food supply 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

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

Work examines how climate change hampers livelihoods and the uneven uptake of 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 Integration IssuesCommon problems researchers identify · 04

Precision Agriculture Integration Issues

224 papers

13.8% of this theme group

Papers discuss technical and infrastructural barriers to adopting smart farming and digital tools.

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 and Animal Welfare ConcernsCommon problems researchers identify · 05

Production and Animal Welfare Concerns

210 papers

12.9% of this theme group

Research points to inefficiencies in farm management and rising animal‑welfare pressures.

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 Cloud RisksCommon problems researchers identify · 06

IoT Security and Cloud Risks

114 papers

7.0% of this theme group

Authors warn about cybersecurity vulnerabilities and data‑privacy gaps in connected agriculture.

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 Deployment ObstaclesCommon problems researchers identify · 07

Robotics Deployment Obstacles

83 papers

5.1% of this theme group

Studies identify cost, reliability, and labor‑skill hurdles limiting farm robot adoption.

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.

Mixed Evidence on Climate‑Smart ImpactsCautions · 01

Mixed Evidence on Climate‑Smart Impacts

83 papers

21.6% of this theme group

Analyses caution that climate‑smart agriculture outcomes are uneven and context‑dependent.

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
Policy and Subsidy EffectivenessCautions · 02

Policy and Subsidy Effectiveness

82 papers

21.4% of this theme group

Research questions whether current subsidies truly accelerate technology uptake in developing regions.

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 Management Trade‑offsCautions · 03

Livestock Management Trade‑offs

65 papers

16.9% of this theme group

Papers highlight complexities in balancing animal health, productivity, and environmental goals.

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
Food Security vs. Climate StrategiesCautions · 04

Food Security vs. Climate Strategies

62 papers

16.1% of this theme group

Studies warn that some climate‑smart practices may not reliably improve household food security.

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
IoT and Drone Integration LimitsCautions · 05

IoT and Drone Integration Limits

45 papers

11.7% of this theme group

Authors note technical, regulatory, and cost barriers to widespread IoT and drone use on farms.

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 InequalityCautions · 06

Credit Access and Inequality

28 papers

7.3% of this theme group

Research shows uneven credit distribution can widen income gaps when adopting new technologies.

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 of Sustainable PracticesCautions · 07

Profitability of Sustainable Practices

19 papers

4.9% of this theme group

Analyses question the economic returns of agroforestry and other climate‑resilient methods.

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.

Sensor Networks for Precision FarmingOpportunities · 01

Sensor Networks for Precision Farming

799 papers

21.2% of this theme group

Opportunities focus on wireless sensors enabling real‑time monitoring and resource‑efficient decisions.

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 Smart Agriculture PlatformsOpportunities · 02

IoT‑Enabled Smart Agriculture Platforms

671 papers

17.8% of this theme group

Research highlights cloud‑connected IoT systems that streamline data collection and 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

Studies explore mobile robots and advanced 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

View research history
YearShare index
2022827.0
2023847.9
2024840.1
2025849.0
Climate‑Smart Practices for SustainabilityOpportunities · 04

Climate‑Smart Practices for Sustainability

558 papers

14.8% of this theme group

Papers propose innovative farming methods that reduce emissions while boosting resilience.

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 HealthOpportunities · 05

Deep Learning for Plant Health

433 papers

11.5% of this theme group

Research demonstrates convolutional networks diagnosing diseases and guiding precision interventions.

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 Productivity GainsOpportunities · 06

Technology Adoption for Productivity Gains

413 papers

11.0% of this theme group

Studies show how modern machinery and economics can lift yields 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

View research history
YearShare index
2022578.2
2023562.6
2024531.1
2025402.3
AI‑Driven Farm Management SystemsOpportunities · 07

AI‑Driven Farm Management Systems

333 papers

8.8% of this theme group

Work explores generative AI tools optimizing livestock and crop operations for efficiency.

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%17.8%
Problem-identifying20.3%9.7%
Breakthrough13.1%26.3%
Cautionary5.1%4.4%
Comparative2.7%4.0%
Critical0.8%1.0%

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.

Expand panel +
8 cards

Swipe or scroll horizontally to browse.

UNDERSTAND THE LANDSCAPE

Food and Agriculture in Denmark: 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 ↗
Coming soon