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 DENVER EDITION 2026

Denver’s
food and agriculture industry,
in focus.

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

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

An industry ecosystem,
measured in context.

Food and Agriculture illustration
MEET THE COMPANIES

Explore Denver’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 Denver, snapshot 4 September 2026
Company
Gathered Foodsgatheredfoods.com$81.85M—25—
New Age Beveragesnewagebev.com$41.75M—543—
Teton Waters Ranchtetonwatersranch.com$37.87M—17—
Coda Signaturecodasignature.com$30.4M—19—
PHMphmbrands.com$25M—216—
Punch Bowl Socialpunchbowlsocial.com$22.1M9 roles403—
Oskar Blues Breweryoskarblues.com$18.47M—343—
Love Grownlovegrown.com$16.01M—4—
Ardent Millsardentmills.com—10 roles1,548Financial figure available in RadarView in Radar
Molson Coorsmolsoncoors.com—10 roles16,500$13.04BFYFY2025 filing
SSA Groupthessagroup.com—10 roles5,000—
Intrepid Potashintrepidpotash.com—7 roles473$298.33MFYFY2025 filing
Leprino Foodsleprinofoods.com—7 roles4,063—
Epicurean Butterepicureanbutter.com—5 roles24—
Gastamo Groupgastamogroup.com—5 roles37—
Ascent Proteinascentprotein.com————
Koioskoiosbeveragecorp.com——3—
Laws Whiskey Houselawswhiskeyhouse.com——29—
Savory Spice Shopsavoryspiceshop.com——144—
Snarfs Sandwicheseatsnarfs.com——106—
Snoozesnoozeeatery.com——619—
Teriyaki Madnessteriyakimadness.com——234—
The Simply Good Foods Companythesimplygoodfoodscompany.com——271$1.45BFYFY2025 filing
Upcycledfoodupcycledfood.org——41—
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 Denver

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

4 September 2026
Hiring participation9.4%

28 of 298 tracked companies have open roles.

Funding participation19.1%

57 of 298 tracked companies have a recorded round.

Top 3 funding share45.5%

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

Median disclosed round$1.47M

Midpoint of 82 rounds with a disclosed amount.

Scale is concentrated. Opportunity is broader. The three largest funding recipients hold 45.5% of disclosed capital, while 80.9% of tracked companies have no recorded funding round.

Explore the segments →
CAPITAL & COMPANY FORMATION

How Denver 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

Denver food and agriculture
$0$22.54M$45.08M$67.62M$90.15M2016: $15.39M20162017: $19.99M20172018: $79.08M20182019: $74.88M20192020: $43.51M20202021: $34.35M20212022: $8.93M20222023: $35.14M20232024: $10.43M20242025: $5.82M2025
View the numbers
Annual food and agriculture funding and company formation in Denver
YearFunding (USD)FoundedRaising
2016$15.39M125
2017$19.99M177
2018$79.08M179
2019$74.88M911
2020$43.51M93
2021$34.35M113
2022$8.93M67
2023$35.14M59
2024$10.43M06
2025$5.82M05
WHERE CAPITAL SITS

Funding concentration

Share of all disclosed company funding.

  • Gathered Foods23.1%
  • New Age Beverages11.8%
  • Teton Waters Ranch10.7%
  • Other companies54.5%

Funding by stage

101 recorded rounds since 2016

NUMBER OF ROUNDS
Seed & Angel38 37.6%
Series A–B34 33.7%
Series C+ / PE5 5.0%
Grants, debt & other24 23.8%

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

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

Expand panel +
USD · millions · consolidated

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

FY2025 · company accounts; aggregate reporting threshold not met · 3 reporting entities from 3 eligible matches.

Revenue in covered accounts—

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

Net profit / loss—

Combined result for the same cohort.

Aggregate net margin—

Combined net income ÷ combined revenue.

Median company revenue—

The middle covered reporting entity.

Profitable entities—

None of 3 covered entities.

Top-five concentration—

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

FY2025 · 3 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.

3 reporting entities
Continue your financial research in Radar

Explore full company accounts and filings.

View financials in Radar ↗
DENVER · 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 Denver companies on this page show up online: the sites people visit, the apps they install, and how often those apps ship.

Most-installed apps

13 of these companies (4.4%) publish at least one Android app — 13 apps in all, carrying 459.1K 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.

INSIDE THE INDUSTRY

The Denver 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.

Segment data unavailable0

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

SEGMENT TO EXPLORE

Segment data unavailable

The largest measured segment in this report snapshot.

0companies
0%have hiring activity

0 companies hiring · $0 disclosed funding

Explore in Radar

How companies make money

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

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 & acquisitionsmolsoncoors.com ↗

Molson Coors Beverage Company has completed its acquisition of Atomic Brands Inc., the maker of Monaco Cocktails, formally adding the brand to its U.S. Beyond Beer portfolio and positioning itself among the top five suppliers in the ready-to-drink cocktail segment.

Mergers & acquisitionsardentmills.com ↗

Ardent Mills to acquire specialty grain facility in North Dakota

Mergers & acquisitionssnoozeeatery.com ↗

Over the past few years, Greenlit has sold Plush to Nick Scali and Snooze to Larry Kestelman’s Queens Lane Capital.

Mergers & acquisitionsstation26brewing.co ↗

Denver’s Station 26 Brewing (founded: 2013) was acquired by Wilding Brands, a holding company created by Stem Ciders founder Eric Foster.

Mergers & acquisitionsmacaronigrill.com ↗

Ignite sold Mac less than two years later for $8 million.

Mergers & acquisitionsgreatdivide.com ↗

Great Divide Brewing, another of Colorado’s legacy companies, was acquired by the newly formed Lafayette-based parent company of both Denver Beer Co., Funkwerks, Howdy Beer, Cerveceria Colorado and Stem Ciders.

Mergers & acquisitionscustommademeals.com ↗

New Water previously held fresh foods provider Custom Made Meals, which it acquired in 2017 and sold in May 2021.

Funding roundskoiosbeveragecorp.com ↗

Koios, a Herzliya, Israel-based company which specializes in financial intelligence solutions, raised $5M in Seed funding.

Leadership movesmomjuicewine.com ↗

Minie became CEO of women- and minority-owned wine brand Mom Juice.

Layoffsthesimplygoodfoodscompany.com ↗

The Simply Good Foods Company is to cut jobs as the US food and drinks group looks to reduce costs and speed-up decision making. In a statement yesterday (21 April), the Colorado-based company said it plans to cut around 15% of overall staffing levels compared with its “prior plans”.

Full recorded event mix

Top 10 categories among 313 recorded events in the 24-month window.

Company announcements
89
Leadership moves
77
Earnings
75
Mergers & acquisitions
21
Asset acquisitions
19
New products
12
Layoffs
5
Contracts
5
Buyback
3
Capital infusions
3
3 activity cards

Swipe or scroll horizontally to browse.

Leadership moves

22 tracked people moves

Adam Collins

Resignation Previously Chief Communications and Corporate Affairs Officer at Molson Coors

Mom Juice ↗
Macie Mincey

Appointment Chief Executive Officer

Amanda Oenbring

Appointment Chief Executive Officer

Angie Crone

Departure Previously Chief Executive Officer

Will Meijer

Appointment President of Sales in Canada

Chantalle Butler

Departure

Joseph E. Scalzo

Appointment President and Chief Executive Officer

Andrew Jaffe

Appointment Chief Executive Officer

Contract wins

3 recorded customer wins

Birdcall ↗

Customer: Niraj Aryal and Rebecca MichaelRestaurant

Customer: Oil companies and water delivery companiesWater resources/Fracking

Customer: Fevertree DrinksBeverage

Earnings pulse

Reported company results in the recorded window.

6companies
94period observations
-2.3%median reported growth

Median across 57 reported growth observations; companies may contribute multiple periods.

Mergers and acquisitions

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

Acquirer → targetStatusDateValue / context
Molson Coors→atomic brandsCompleted2026-04-02Not stated in snapshot
Molson Coors→fever-treeCompleted2026-02-04Not stated in snapshot
Molson Coors→Fevertree Drinks2025-12-30Not stated in snapshot
Ardent Mills→specialty grain facility in North DakotaAnnounced2025-12-26Not stated in snapshot
Larry Kestelman’s Queens Lane Capital→Snooze ↗2025-11-26Not stated in snapshot
Ardent Mills→stone millAnnounced2025-09-10Not stated in snapshot

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

PEOPLE & OPPORTUNITY

The talent market

608 postings in the preceding 12 months. The full 989-posting snapshot covers 29 employers.

Expand panel +

Most advertised job titles

Server20
Aerospace Management Systems Auditor19
Line Cook19
Concierge16
Production Operator14
Business Development Manager Healthcare12
0 internship postings

0 tracked postings mention remote work.

The seniority mix

316 postings specify a level.

unspecified
673
manager
184
senior
66
lead
38
intern
23
entry
5

Skills employers mention

Top skills across 989 tracked postings in the available jobs snapshot.

Pytorch
12
Python
11
Bs En 9104003
9
Aatt 9100
9
Iso9001
9
Machine Learning
8
Hrais
7
Artificial Intelligence
7
Industrial Hygiene Sampling
6
C++
6
ADVERTISED PAY$74.0K/ year

Median across 81 postings with pay data, expressed in USD.

THE PEOPLE BUILDING THE FIELD

Founders and leaders

100 founders and chief executives across 72 companies.

Expand panel +
12 profiles

Swipe or scroll horizontally to browse.

Education networks

0 profiles with education records.

Prior employers

1 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

4,991 articles in the measured 12-month window.

Expand panel +
4,991articles in the measured year
1,090articles in 2026Q1
71.2%positive tone in the latest complete year

News volume trends

Food and Agriculture coverage tagged Denver · articles per complete quarter

08291,6582,4873,3152021Q2: 1,2422021Q22021Q3: 1,2072021Q4: 8822022Q1: 1,0682022Q2: 1,0322022Q22022Q3: 1,0142022Q4: 1,0052023Q1: 1,1042023Q2: 1,2162023Q22023Q3: 9982023Q4: 1,0682024Q1: 1,3472024Q2: 1,2202024Q22024Q3: 1,4402024Q4: 1,2242025Q1: 2,8832025Q2: 1,1882025Q22025Q3: 1,6052025Q4: 1,1072026Q1: 1,0902026Q1
View quarterly article counts
QuarterArticles
2021Q21,242
2021Q31,207
2021Q4882
2022Q11,068
2022Q21,032
2022Q31,014
2022Q41,005
2023Q11,104
2023Q21,216
2023Q3998
2023Q41,068
2024Q11,347
2024Q21,220
2024Q31,440
2024Q41,224
2025Q12,883
2025Q21,188
2025Q31,605
2025Q41,107
2026Q11,090

Article volume measures coverage, not market sales.

Tone of coverage over time

2021
2,401 positive · 45 neutral · 1,138 negative
2022
3,016 positive · 35 neutral · 1,053 negative
2023
3,261 positive · 43 neutral · 1,072 negative
2024
3,716 positive · 32 neutral · 1,476 negative
2025
4,820 positive · 67 neutral · 1,886 negative

Company share of voice

506 recorded company events across 24 companies; percentages use that event total.

Molson Coors ↗molsoncoors.com
41.1% 208 events
Ardent Mills ↗ardentmills.com
32.6% 165 events
Intrepid Potash ↗intrepidpotash.com
6.9% 35 events
Teriyaki Madness ↗teriyakimadness.com
5.7% 29 events
Upcycledfood ↗upcycledfood.org
1.4% 7 events
The Simply Good Foods Company ↗thesimplygoodfoodscompany.com
1.4% 7 events
Koios ↗koiosbeveragecorp.com
1.2% 6 events
Leprino Foods ↗leprinofoods.com
1.2% 6 events

Leading coverage topics

Food and Agriculture coverage tagged Denver · ranked by full-period article count.

Formula One Championships16,705 articles in the full recorded period
3,112 recent · 4,105 prior
Executive Leadership Changes And Appointments16,639 articles in the full recorded period
3,837 recent · 4,466 prior
College Athletics News14,424 articles in the full recorded period
4,357 recent · 2,567 prior
New Product Launches And Innovations14,091 articles in the full recorded period
3,573 recent · 3,297 prior
Homelessness Prevention Programs13,199 articles in the full recorded period
2,950 recent · 2,770 prior
Corporate Social Responsibility (Csr) Programs12,090 articles in the full recorded period
2,456 recent · 2,924 prior
Strategic Partnerships And Collaborations11,922 articles in the full recorded period
3,108 recent · 2,709 prior
Rural Community Development Programs11,129 articles in the full recorded period
2,635 recent · 2,321 prior
Seafood Sourcing And Aquaculture11,071 articles in the full recorded period
3,559 recent · 2,937 prior
Seafood And Shellfish Categories10,698 articles in the full recorded period
3,736 recent · 2,680 prior

Recent and prior counts use the source comparison windows.

Topics gaining and losing attention

United States comparison coverage

KeywordRecentPriorChange
shrimp aquaculture1,46998050%
land-frozen seafood1,37879074%
shrimp harvest1,13264376%
shrimp1,12668664%
college playoffs1,02966655%
ceo change1,02969049%
crab availability96364849%
fresh shellfish90858356%
tuna steak90253967%
flash-frozen seafood89448385%
f1 world championship1,9723,224-39%
f1 championship1,8632,930-36%
poultry health8042,053-61%
wildlife disease monitoring3771,952-81%
h5n1 avian influenza3561,818-80%

Event and signal lenses

United States comparison coverage

All complete annual cohorts shown
Rising

Regulatory Risk

418,778 classified articles

food rescue donations, meal distribution funding, emergency food aid

34.1% critical · 38.3% positive
Rising

Funding Momentum

135,040 classified articles

food rescue donations, meal distribution funding, hunger assistance programs

31.3% critical · 47.8% positive
Rising

Growth

163,836 classified articles

whole-farm revenue policies, earnings report, stock performance

22.1% critical · 48.5% positive

Food and Agriculture coverage tagged Denver. Topic labels describe recorded classifications and can include broad context.

RESEARCH SIGNALS

What Food and Agriculture research is working on

652 papers in the recorded india scope.

Expand panel +
652papers
8,585worldwide comparison pool
652India-affiliated papers

Research orientation

Promising
234
Problem-identifying
129
Descriptive
110
Breakthrough
103
Cautionary
47
Comparative
19
Critical
10

Contribution mix

Empirical
286
Methods-led
221
Reviews
101
Position pieces
40
Theoretical
4

Tone counts: 584 positive · 34 neutral · 34 negative.

Common problems researchers identify
139 papers · 21.3% of this field
  • Agriculture119 papers
  • Food security32 papers
  • Climate change21 papers
  • Robotics11 papers
  • Productivity10 papers
  • Sustainability8 papers
  • Internet of Things8 papers
  • Livelihood8 papers

Landmark: Climate-smart agriculture: what is it good for?

Cautions
47 papers · 7.2% of this field
  • Agriculture26 papers
  • Climate change8 papers
  • Natural resource economics5 papers
  • Weed5 papers
  • Food security5 papers
  • Tillage4 papers
  • Productivity4 papers
  • Psychological intervention3 papers

Landmark: An Assessment of Experimental Evidence on Agricultural Technology Adoption in Developing Countries

Opportunities
337 papers · 51.7% of this field
  • Agriculture198 papers
  • Robot44 papers
  • Internet of Things31 papers
  • Precision agriculture27 papers
  • Climate change21 papers
  • Productivity16 papers
  • Cloud computing14 papers
  • Agroforestry14 papers

Landmark: Responses of soil carbon sequestration to climate‐smart agriculture practices: A meta‐analysis

Leading institutions

International Food Policy Research Institute
1,024
University of Kentucky
809
Colorado State University
585
Indiana University – Purdue University Indianapolis
527
Agricultural Research Service
525
Georgia Institute of Technology
503

Leading researchers

Leslie Lipper
635
Andrea Cattaneo
568
Wei Ren
476
Xiongxiong Bai
470
Yawen Huang
470
Mark S. Coyne
470
Pierre-André Jacinthe
470
Solomon Asfaw
389

Highly cited breakthrough-labelled papers

  • The Robotanist: A ground-based agricultural robot for high-throughput crop phenotyping151 citations
  • Self-Powered Sensing for Smart Agriculture by Electromagnetic–Triboelectric Hybrid Generator141 citations
  • sCrop: A Novel Device for Sustainable Automatic Disease Prediction, Crop Selection, and Irrigation in Internet-of-Agro-Things for Smart Agriculture130 citations
  • Blockchain-Based Cloud-Enabled Security Monitoring Using Internet of Things in Smart Agriculture111 citations
  • Renewable Energy Integration Into Cloud & IoT-Based Smart Agriculture110 citations

Common problems researchers identify

125 papers · 4 recurring themes
4 cards

Swipe or scroll horizontally to browse.

Climate‑Smart Agriculture ChallengesCommon problems researchers identify · 01

Climate‑Smart Agriculture Challenges

43 papers

34.4% of this theme group

Researchers highlight climate impacts on food security and the need for coordinated government policies.

Climate change (20) · Agriculture (43) · Food security (17) · Government (6)

Climate-smart agriculture global research agenda: scientific basis for action

Economics of Climate Smart Agriculture: An Overview

View research history
YearShare index
20222087.7
20232154.4
20242121.1
20252354.5
Robotics and IoT Integration IssuesCommon problems researchers identify · 02

Robotics and IoT Integration Issues

37 papers

29.6% of this theme group

Papers point to technical and adoption barriers when combining robotics, vision, and connectivity in farming.

Robotics (10) · Agriculture (32) · Robot (6) · Internet of Things (6)

Computer vision in smart agriculture and precision farming: Techniques and applications

Artificial Intelligence of Things (AIoT) for smart agriculture: A review of architectures, technologies and solutions

View research history
YearShare index
20221344.5
20231371.8
20241420.2
20251404.4
Economic Constraints on Technology UptakeCommon problems researchers identify · 03

Economic Constraints on Technology Uptake

29 papers

23.2% of this theme group

Studies discuss how growth patterns and public economics limit agricultural technology diffusion.

Agriculture (27) · Economic growth (3) · Agricultural economics (4) · Public economics (2)

Agricultural Technology in Africa

Agricultural Technology Choice and Transport

View research history
YearShare index
2022819.3
2023801.0
2024650.4
2025375.5
Nutrient Management LimitationsCommon problems researchers identify · 04

Nutrient Management Limitations

16 papers

12.8% of this theme group

Research examines on‑farm practices that affect nutrient use efficiency and dairy productivity.

Agricultural science (4) · Nutrient management (2) · Nutrient (2) · Agronomy (2)

Meta-analysis of the effects of on-farm management strategies on milk yields of dairy cattle on smallholder farms in the Tropics

An overview of organic, grassfed dairy farm management and factors related to higher milk production

View research history
YearShare index
2022389.6
2023372.3
2024270.2
2025197.4

Cautions

44 papers · 4 recurring themes
4 cards

Swipe or scroll horizontally to browse.

Sustainability Risks of Climate StrategiesCautions · 01

Sustainability Risks of Climate Strategies

16 papers

36.4% of this theme group

Authors caution that climate‑smart approaches may not guarantee long‑term sustainability or lower emissions.

Climate change (8) · Agriculture (13) · Sustainability (3) · Greenhouse gas (3)

A Short History of the Evolution of the Climate Smart Agriculture Approach and Its Links to Climate Change and Sustainable Agriculture Debat

Climate smart agriculture and global food-crop production

View research history
YearShare index
20222330.1
20232430.6
20242427.5
20252687.8
Adoption Uncertainty in Developing ContextsCautions · 02

Adoption Uncertainty in Developing Contexts

14 papers

31.8% of this theme group

Evidence shows mixed results for technology uptake and the role of information among smallholders.

Agriculture (11) · Agricultural economics (4) · Diversification (2) · Developing country (2)

An Assessment of Experimental Evidence on Agricultural Technology Adoption in Developing Countries

The Role of Information in Agricultural Technology Adoption: Experimental Evidence from Rice Farmers in Uganda

View research history
YearShare index
2022392.7
2023376.2
2024353.1
2025221.7
Health and Safety Trade‑offsCautions · 03

Health and Safety Trade‑offs

8 papers

18.2% of this theme group

Works raise concerns about ruminal health and zoonotic disease exposure linked to farm practices.

Relationship between farm management strategies, reticuloruminal pH variations, and risks of subacute ruminal acidosis

Farm management practices associated with influenza A virus contamination of people working in Midwestern United States swine farms

Ecological Resilience GapsCautions · 04

Ecological Resilience Gaps

6 papers

13.6% of this theme group

Studies reveal that management choices, not soil microbes, often drive nutrient loss and resilience outcomes.

Ecology (2) · Food security (2) · Agriculture (3)

Who is resilient in Africa’s Green Revolution? Sustainable intensification and Climate Smart Agriculture in Rwanda

Farm management, not soil microbial diversity, controls nutrient loss from smallholder tropical agriculture

View research history
YearShare index
20221722.6
20231724.9
20241524.1
20251119.1

Opportunities

312 papers · 6 recurring themes
6 cards

Swipe or scroll horizontally to browse.

Edge Computing for Precision FarmingOpportunities · 01

Edge Computing for Precision Farming

95 papers

30.4% of this theme group

Research explores low‑power AI and sensor systems that enable real‑time field decision making.

Agriculture (53) · Precision agriculture (16) · Intrusion detection system (5) · Archaeology (5)

Smart Agriculture Revolution: Edge AI for Precision Farming on Low-Power Embedded Systems

Smart Agriculture System for Soil Analysis and Crop Suggestion using AI Techniques

View research history
YearShare index
2022369.9
2023372.1
2024472.5
2025393.8
Agroforestry and Climate AdaptationOpportunities · 02

Agroforestry and Climate Adaptation

55 papers

17.6% of this theme group

Papers identify agroforestry and tillage practices as pathways to mitigate climate impacts on crops.

Climate change (18) · Agriculture (46) · Agroforestry (13) · Tillage (7)

Adapting agriculture to climate change: institutional determinants of adoption of climate-smart agriculture among smallholder farmers in Ken

Climate-smart agriculture: Greenhouse gas mitigation in climate-smart villages of Ghana

View research history
YearShare index
20222223.0
20232259.9
20242327.9
20252386.7
Autonomous Agricultural RobotsOpportunities · 03

Autonomous Agricultural Robots

55 papers

17.6% of this theme group

Works present navigation and multi‑task robots designed to operate safely among crops.

Robot (36) · Mobile robot (7) · Robotics (8) · Agriculture (25)

Vision‐based Obstacle Detection and Navigation for an Agricultural Robot

Smart Multipurpose Agricultural Robot

View research history
YearShare index
2022827.0
2023847.9
2024840.1
2025849.0
IoT‑Enabled Farm MonitoringOpportunities · 04

IoT‑Enabled Farm Monitoring

51 papers

16.3% of this theme group

Studies demonstrate cloud‑linked sensor networks that improve crop monitoring and resource efficiency.

Internet of Things (27) · Agriculture (35) · Cloud computing (10) · Wireless (6)

Smart Agriculture Based on IoT and Cloud Computing

Internet of Things (IoT)-Enabled Machine Learning Models for Efficient Monitoring of Smart Agriculture

View research history
YearShare index
20221136.6
20231111.1
20241090.0
20251158.5
Economic Benefits of Technology AdoptionOpportunities · 05

Economic Benefits of Technology Adoption

29 papers

9.3% of this theme group

Research quantifies poverty reduction and welfare gains from improved machinery and storage solutions.

Agricultural economics (8) · Agriculture (23) · Welfare (3) · Agricultural machinery (3)

Poverty Reduction Effects of Agricultural Technology Adoption: A Micro-evidence from Rural Tanzania

Subsidies for Agricultural Technology Adoption: Evidence from a Randomized Experiment with Improved Grain Storage Bags in Uganda

View research history
YearShare index
2022399.5
2023382.4
2024359.2
2025243.2
Biosecurity and Pollinator ManagementOpportunities · 06

Biosecurity and Pollinator Management

27 papers

8.7% of this theme group

Papers investigate how farm practices influence pathogen risk and pollinator health.

Herd (3) · Flock (3) · Biosecurity (3) · Pollinator (3)

Farm Management, Environment, and Weather Factors Jointly Affect the Probability of Spinach Contamination by Generic Escherichia coli at the

Using farm management practices to predict Campylobacter prevalence in pastured poultry farms

View research history
YearShare index
202218.3
202318.0
202412.9
202514.8

How this field compares with the research baseline

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

Research orientationThis fieldReference sample
Promising35.9%37.3%
Problem-identifying19.8%9.6%
Descriptive16.9%17.5%
Breakthrough15.8%26.2%
Cautionary7.2%4.5%
Comparative2.9%4.0%
Critical1.5%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 & surveillanceThe State and Future of Smart Agriculture: Insights from mining social media61.01%2 (33.3%)1.19%
Labour & data workThe Impact of India’s Rural Employment Guarantee on Demand for Agricultural Technology50.84%2 (40.0%)0.21%
Energy & datacenter footprint00.0%0 (%)0.12%
Water use00.0%0 (%)0.0%
Carbon & emissions of compute00.0%0 (%)0.0%
Hardware, e-waste & supply chain00.0%0 (%)0.04%
Safety & misuse00.0%0 (%)0.0%
Bias & fairness00.0%0 (%)0.04%
Concentration of compute power00.0%0 (%)0.01%

Institution and researcher rankings use citations to their covered work. Research scope: United States. This may be broader than the company geography.

UNDERSTAND THE LANDSCAPE

Food and Agriculture in Denver: 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: 4 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.

Canonical landscape ↗
Coming soon