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 SEATTLE EDITION 2026

Seattle’s
food and agriculture industry,
in focus.

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

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

An industry ecosystem,
measured in context.

Food and Agriculture illustration
MEET THE COMPANIES

Explore Seattle’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 Seattle, snapshot 4 September 2026
Company
Mastmastreforest.com$61.52M—81—
Atomo Coffeeatomocoffee.com$61.05M—32—
Jones Sodajonessoda.com$57.74M—21$25.3MFYFY2025 filing
Bulletproofbulletproof.com$43.94M—90—
Skinny Dippedskinnydipped.com$41.92M—33—
Direct Source Seafooddirectsourceseafood.com$35M—20—
Rebellyous Foodsrebellyous.com$28.91M—23—
Beta Hatchbetahatch.com$27.07M—38—
Charlie\'s Producecharliesproduce.com—10 roles183—
Weyerhaeuserweyerhaeuser.com—10 roles9,318Financial figure available in RadarView in Radar
Metropolitan Marketmetropolitan-market.com—9 roles127—
Darigolddarigold.com—8 roles885—
SK Food Groupskfoodgroup.com—7 roles1,988—
Down to Earth Cuisinedowntoearthcuisine.com—6 roles——
FareStartfarestart.org—4 roles109—
Sugar Mountainsugarmtn.net—4 roles——
Beecher’s Handmade Cheesebeechershandmadecheese.com————
Cycling Frogcyclingfrog.com————
Funguyfunguy.com————
Glacier Fishglacierfish.com——302—
Nevis Brandsnevisbrands.com——3—
Ocean Beautyoceanbeauty.com——331—
Starbucksstarbucks.com——381,000$37.18BFYFY2025 filing
Talking Raintalkingrain.com——453—
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 Seattle

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

4 September 2026
Hiring participation12.7%

36 of 284 tracked companies have open roles.

Funding participation15.5%

44 of 284 tracked companies have a recorded round.

Top 3 funding share40.1%

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

Median disclosed round$1.52M

Midpoint of 79 rounds with a disclosed amount.

Scale is concentrated. Opportunity is broader. The three largest funding recipients hold 40.1% of disclosed capital, while 84.5% of tracked companies have no recorded funding round.

Explore the segments →
CAPITAL & COMPANY FORMATION

How Seattle 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

Seattle food and agriculture
$0$20.77M$41.54M$62.31M$83.08M2016: $4.7M20162017: $31.04M20172018: $72.88M20182019: $22.18M20192020: $45.59M20202021: $68.97M20212022: $44.87M20222023: $46.34M20232024: $18.17M20242025: $31.45M2025
View the numbers
Annual food and agriculture funding and company formation in Seattle
YearFunding (USD)FoundedRaising
2016$4.7M98
2017$31.04M106
2018$72.88M78
2019$22.18M87
2020$45.59M116
2021$68.97M86
2022$44.87M35
2023$46.34M59
2024$18.17M08
2025$31.45M04
WHERE CAPITAL SITS

Funding concentration

Share of all disclosed company funding.

  • Mast13.7%
  • Atomo Coffee13.6%
  • Jones Soda12.8%
  • Other companies59.9%

Funding by stage

94 recorded rounds since 2016

NUMBER OF ROUNDS
Seed & Angel38 40.4%
Series A–B32 34.0%
Series C+ / PE3 3.2%
Grants, debt & other21 22.3%

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 · 2 reporting entities from 3 eligible matches.

Revenue in covered accounts—

Sum of reporting-entity revenue; not Seattle 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 2 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 · 2 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.

2 reporting entities
Continue your financial research in Radar

Explore full company accounts and filings.

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

Most-installed apps

12 of these companies (4.2%) publish at least one Android app — 17 apps in all, carrying 54M installs between them.

AppInstallsRatingStore category
StarbucksStarbucks47.2M4.8Food & Drink
Starbucks TurkeyStarbucks4M3.8Food & Drink
Starbucks PhilippinesStarbucks1.7M3.9Food & Drink
Starbucks ChileStarbucks987.2K4.8Food & Drink
Pagliacci PizzaPagliacci51.5K4.8Food & Drink
EvergreensEvergreens15.7K4.2Food & Drink
Flatstick PubFlatstick10.8K3.2Food & Drink
Charlie’s ProduceCharlie\'s Produce6.3K4Business
Weyerhaeuser Document LibraryWeyerhaeuser6.2K5Productivity
Metropolitan MarketMetropolitan Market6.1K4.2Shopping

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 Seattle 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 9 dated reports
Mergers & acquisitionsstarbucks.com ↗

Starbucks Coffee Company (NASDAQ: SBUX) has officially closed its previously announced joint venture with Boyu Capital, transferring 60% ownership of its China retail operations to funds managed by Boyu while retaining 40% and continuing to own and license the Starbucks brand and intellectual property.

Mergers & acquisitionsweyerhaeuser.com ↗

Vanguard Group Inc. grew its holdings in Weyerhaeuser by 0.5% during the second quarter. Vanguard Group Inc. now owns 114,318,728 shares of the real estate investment trust’s stock valued at $2,936,848,000 after purchasing an additional 542,912 shares during the period.

Funding roundsnevisbrands.com ↗

Nevis Brands Inc. announces that it has entered into a US$100,000 loan from John Kueber, a director and officer of the Company (the “Kueber Loan”).

Funding roundsjonessoda.com ↗

Jones Soda Co., Seattle, announced it has entered into a committed equity financing facility under which it may sell up to $10 million of its registered common stock to Glengrove Small Cap Value Ltd.

Mergers & acquisitionspreceptwine.com ↗

Seattle-based Precept Wine announced the acquisition of Sonoma County, Calif.-based Truett-Hurst’s wholesale business unit and its assets.

Mergers & acquisitionssahalesnacks.com ↗

The J.M. Smucker Co. has signed an agreement to acquire Sahale Snacks, Inc.

Funding roundsrebellyous.com ↗

Plant-based chicken maker Rebellyous Foods raises $2.4m Geekwire

Mergers & acquisitionstridentseafoods.com ↗

Pacific Seafood and Trident Seafoods today jointly announced the completion of Pacific’s acquisition of Trident’s Kodiak, Alaska, processing operations.

Company announcementstalkingrain.com ↗

Talking Rain launched Popwell, the company’s cold-crafted prebiotic soda, in early 2025

Full recorded event mix

Top 10 categories among 173 recorded events in the 24-month window.

Earnings
45
Company announcements
44
Leadership moves
34
Mergers & acquisitions
12
Asset acquisitions
9
Capital infusions
5
Funding rounds
5
Job creation
5
New products
5
Buyback
3
6 activity cards

Swipe or scroll horizontally to browse.

Leadership moves

8 tracked people moves

Jones Soda ↗
Eric Schnabel

Appointment Chief Marketing Officer

Jones Soda ↗
Darcey Macken

Appointment Chief Operating Officer

Richard Beckwitt

Appointment Board Member

Richard "Rick" Beckwitt

Appointment Director

SHG ↗
Kim Sellman

Appointment Trade Partnerships Manager

SHG ↗
Jorge Quibell

Appointment Head of Trade Partnerships

Darigold ↗
Amy Humphreys

Appointment Chief Executive Officer

Darigold ↗
Allan Huttema

Departure Previously Chief Executive Officer

Product launches

Products, platforms and features in the recorded window

Starbucks ↗
Energy Refreshers

Beverage

Starbucks ↗
Incentive Rewards Program

Compensation / Rewards Program

Workforce actions

1 companies with reported reductions

SHG ↗

Scale not stated roles

Regulatory events

1 recorded events

approved for saleIllinois

Litigation

1 tracked suits

Company
national consumers league v starbucks coffee company

misrepresentation of 100% ethical sourcing claimsCivil · Ongoing

Earnings pulse

Reported company results in the recorded window.

5companies
50period observations
5.4%median reported growth

Median across 17 reported growth observations; companies may contribute multiple periods.

Mergers and acquisitions

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

Acquirer → targetStatusDateValue / context
boyu capital→Starbucks ↗Completed2026-04-06$4.0B
CIBC Bancorp USA Inc.→Weyerhaeuser ↗Completed2026-03-21$7.2M
vanguard→Weyerhaeuser ↗Completed2026-03-21$2.9B
Wellington Management Group→Weyerhaeuser ↗Completed2026-03-21$982.8M
state street→Weyerhaeuser ↗Completed2026-03-21$804.9M
norges bank→Weyerhaeuser ↗Completed2026-03-21$600.5M

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

PEOPLE & OPPORTUNITY

The talent market

1,236 postings in the preceding 12 months. The full 2,163-posting snapshot covers 37 employers.

Expand panel +

Most advertised job titles

Barista121
Server23
Shift Supervisor17
Host / Hostess17
Shift Manager I16
Warehouse Associate13
0 internship postings

1 tracked postings mention remote work.

The seniority mix

431 postings specify a level.

unspecified
1,732
manager
272
senior
114
lead
30
entry
8
intern
7

Skills employers mention

Top skills across 2,163 tracked postings in the available jobs snapshot.

Food Preparation
24
Cash Handling
23
Beverage Preparation
23
Excel
22
Ich Gcp
12
Ctms
11
Etmf
10
Project Management
10
Data Driven Decision Making
8
Forklift
8
ADVERTISED PAY$73.9K/ year

Median across 110 postings with pay data, expressed in USD.

THE PEOPLE BUILDING THE FIELD

Founders and leaders

88 founders and chief executives across 75 companies.

Expand panel +
12 profiles

Swipe or scroll horizontally to browse.

Education networks

7 profiles with education records.

Harvard Business School
1
Cornell University
1
The Wharton School
1
University of California (Berkeley)
1
Wharton School
1
University of Pennsylvania
1
Yale University
1
Stanford University
1

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

7,032 articles in the measured 12-month window.

Expand panel +
7,032articles in the measured year
1,601articles in 2026Q1
66.1%positive tone in the latest complete year

News volume trends

Food and Agriculture coverage tagged Seattle · articles per complete quarter

01,0142,0283,0424,0562021Q2: 1,4692021Q22021Q3: 1,3672021Q4: 1,2012022Q1: 1,6132022Q2: 1,6922022Q22022Q3: 1,7402022Q4: 1,4692023Q1: 1,5312023Q2: 1,7232023Q22023Q3: 1,4602023Q4: 1,5612024Q1: 1,9112024Q2: 1,7742024Q22024Q3: 2,0912024Q4: 1,7512025Q1: 3,5272025Q2: 1,3242025Q22025Q3: 2,5282025Q4: 1,5082026Q1: 1,6012026Q1
View quarterly article counts
QuarterArticles
2021Q21,469
2021Q31,367
2021Q41,201
2022Q11,613
2022Q21,692
2022Q31,740
2022Q41,469
2023Q11,531
2023Q21,723
2023Q31,460
2023Q41,561
2024Q11,911
2024Q21,774
2024Q32,091
2024Q41,751
2025Q13,527
2025Q21,324
2025Q32,528
2025Q41,508
2026Q11,601

Article volume measures coverage, not market sales.

Tone of coverage over time

2021
2,916 positive · 48 neutral · 1,326 negative
2022
3,928 positive · 65 neutral · 2,514 negative
2023
4,186 positive · 51 neutral · 2,028 negative
2024
4,847 positive · 75 neutral · 2,590 negative
2025
5,867 positive · 66 neutral · 2,941 negative

Leading coverage topics

Food and Agriculture coverage tagged Seattle · 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 Seattle. 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 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 Trade‑offs of Climate StrategiesCautions · 01

Sustainability Trade‑offs of Climate Strategies

16 papers

36.4% of this theme group

Authors caution that climate‑smart practices may have unintended greenhouse‑gas and sustainability consequences.

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 Risks from Farm ManagementCautions · 03

Health Risks from Farm Management

8 papers

18.2% of this theme group

Investigations link certain management choices to animal health and zoonotic disease exposure.

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 Limits to IntensificationCautions · 04

Ecological Limits to Intensification

6 papers

13.6% of this theme group

Findings suggest resilience depends on ecological factors beyond simple management intensification.

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.

Precision Farming and Edge ComputingOpportunities · 01

Precision Farming and Edge Computing

95 papers

30.4% of this theme group

Opportunities focus on low‑power AI and sensor systems for 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
Climate‑Adapted Agroforestry PracticesOpportunities · 02

Climate‑Adapted Agroforestry Practices

55 papers

17.6% of this theme group

Research explores agroforestry and tillage methods that mitigate climate impacts while supporting livelihoods.

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 RoboticsOpportunities · 03

Autonomous Agricultural Robotics

55 papers

17.6% of this theme group

Papers present advances in robot navigation, perception, and multifunctional tasks for farm operations.

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 sensors and machine‑learning models for efficient crop and resource tracking.

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

Analyses reveal 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

Research highlights integrated approaches to reduce contamination and support pollinator health on farms.

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%36.7%
Problem-identifying19.8%10.0%
Descriptive16.9%17.7%
Breakthrough15.8%26.5%
Cautionary7.2%4.2%
Comparative2.9%4.0%
Critical1.5%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 & 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 Seattle: 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