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 AUSTIN EDITION 2026

Austin’s
food and agriculture industry,
in focus.

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

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

An industry ecosystem,
measured in context.

Food and Agriculture illustration
MEET THE COMPANIES

Explore Austin’s food and agriculture leaders

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

Expand panel +
Food and Agriculture company highlights in Austin, snapshot 3 September 2026
Company
Torchy\'s Tacostorchystacos.com$400M9 roles5,000—
Tiff\'s Treatscookiedelivery.com$119.37M—2,000—
Siete Family Foodssietefoods.com$90M—103—
Serenity Kidsmyserenitykids.com$67.16M—39—
Snap Kitchensnapkitchen.com$65.4M—185—
Sweet Leaf Teasweetleaftea.com$56.12M—36—
Lucky Beverageluckybevco.com$54.95M———
Milestone Brandsmilestone-brands.com$53.52M—65—
Whole Foods Marketwholefoodsmarket.com—10 roles100,700Financial figure available in RadarView in Radar
Tito\'s Handmade Vodkatitosvodka.com—9 roles366—
Hai Hospitalityhaihospitality.com—8 roles114—
Hopdoddy Burger Barhopdoddy.com—7 roles1,500—
Napa Flatsnapaflats.com—6 roles45—
Vital Farmsvitalfarms.com—6 roles213$759.44MFYFY2025 filing
alamo drafthousedrafthouse.com—6 roles4,000—
Amplify Snack Brandsamplifysnackbrands.com——61—
Cabo Bobâ€s Burritoscabobobs.com——40—
Exoexoprotein.com——1—
Hormel Foodshormelfoods.com——20,000$12.11BFYFY2025 filing
HumanNhumann.com————
Quality Pork Processorsqppinc.net——1,560—
Waterloo Sparklingdrinkwaterloo.com——73—
Wildflowerwildflower.org——107—
23 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
THE KEY SIGNALS

Food and Agriculture industry KPIs in Austin

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

3 September 2026
Hiring participation9.9%

34 of 344 tracked companies have open roles.

Funding participation26.2%

90 of 344 tracked companies have a recorded round.

Top 3 funding share41.1%

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

Median disclosed round$2.61M

Midpoint of 136 rounds with a disclosed amount.

Scale is concentrated. Opportunity is broader. The three largest funding recipients hold 41.1% of disclosed capital, while 73.8% of tracked companies have no recorded funding round.

Explore the segments →
CAPITAL & COMPANY FORMATION

How Austin 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

Austin food and agriculture
$0$125.75M$251.49M$377.24M$502.98M2016: $92.03M20162017: $70.48M20172018: $81.27M20182019: $143.59M20192020: $441.21M20202021: $110.31M20212022: $66.83M20222023: $76.58M20232024: $77.27M20242025: $146.75M2025
View the numbers
Annual food and agriculture funding and company formation in Austin
YearFunding (USD)FoundedRaising
2016$92.03M1720
2017$70.48M1610
2018$81.27M1712
2019$143.59M2415
2020$441.21M1512
2021$110.31M1411
2022$66.83M912
2023$76.58M615
2024$77.27M19
2025$146.75M210
WHERE CAPITAL SITS

Funding concentration

Share of all disclosed company funding.

  • Torchy\'s Tacos26.9%
  • Tiff\'s Treats8.0%
  • Siete Family Foods6.1%
  • Other companies58.9%

Funding by stage

153 recorded rounds since 2016

NUMBER OF ROUNDS
Seed & Angel60 39.2%
Series A–B62 40.5%
Series C+ / PE13 8.5%
Grants, debt & other18 11.8%

Recent recorded rounds

Latest recorded rounds · USD
1 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 Austin 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 ↗
AUSTIN · 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 Austin companies on this page show up online: the sites people visit, the apps they install, and how often those apps ship.

Busiest websites

6 of the 344 companies on this page carry a measured traffic record (1.7%); these are the largest of those, by monthly visits. The median among them is 435,103 visits.

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

Most-installed apps

16 of these companies (4.7%) publish at least one Android app — 21 apps in all, carrying 5.1M 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.

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.

2023Q4: 22023Q4: 02023Q42024Q2: 12024Q2: 12024Q22024Q3: 12024Q3: 02024Q32025Q2: 12025Q2: 12025Q2

Darker bars are new releases, lighter bars apps updated. 21 of 21 apps carry a release date. The series ends at 2025Q2, the last quarter that closed before the June 2026 reading.

INSIDE THE INDUSTRY

The Austin 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 brands20
Consumer digital12
Nutritional formula11
Plant based foods10
B2c e-commerce9
Inc 50007
B2c grocery delivery6
Uber for grocery delivery6

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

SEGMENT TO EXPLORE

Internet first brands

The largest measured segment in this report snapshot.

20companies
10.0%have hiring activity

2 companies hiring · $122.66M disclosed funding

Explore in Radar

How companies make money

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

E-commerce - product235
Physical commerce135
Commission on transaction54
Advertising52
E-commerce - service49
Fee-for-service24
Subscription9
Sponsorship7
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 & acquisitionshormelfoods.com ↗

Hormel Foods is acquiring Kraft Heinz’s nut business, which includes the Planters brand, for $3.35 billion in cash.

Mergers & acquisitionsbeatboxbeverages.com ↗

Anheuser-Busch InBev is paying up to $490 million for a majority stake in BeatBox Beverages in a deal that puts the Bud Light brewer on path to full ownership of the party punch maker popular with Generation Z.

Mergers & acquisitionsdrafthouse.com ↗

such as its acquisition of Alamo Drafthouse.

Funding roundsvitalfarms.com ↗

Manna just announced a growth equity investment in Vital Farms, a company that specializes in the pasture raised egg market. Financial terms were not released.

Funding roundsexoprotein.com ↗

Exo, a Silicon Valley-based medical imaging startup, is finalizing a funding round of up to $100 million to expand its AI-enhanced handheld ultrasound platform.

Funding roundsmyserenitykids.com ↗

SG Credit Partners, through its consumer products division, welcomed Serenity Kids to its portfolio. SG provided a debt facility that will support Serenity Kids’ continued innovation and retail expansion.

Mergers & acquisitionschameleoncoldbrew.com ↗

Over the last 18 months, we have acquired Blue Bottle Coffee, Chameleon Cold Brew, Sweet Earth, direct to consumer, and we made this exciting alliance with Starbucks.

Mergers & acquisitionssweetleaftea.com ↗

Nestlé Waters North America Inc., Stamford, Conn., has signed an agreement to acquire the Austin-based Sweet Leaf Tea Co., which includes the Sweet Leaf and Tradewinds beverage brands.

Mergers & acquisitionsdonmiguel.com ↗

MegaMex Foods L.L.C., a joint venture between Hormel Foods Corp. and Herdez Del Fuerte S.A. de C.V., is in the process of acquiring Don Miguel Foods Corp. from TSG4 L.P., a private equity fund.

Mergers & acquisitionsbigred.com ↗

Last week, Big Red Inc., one of the Top 10 largest soft drink companies in North America, announced its purchase of Portland, Ore.-based Thomas Kemper Soda Co.

Full recorded event mix

Top 10 categories among 414 recorded events in the 24-month window.

Leadership moves
134
Earnings
122
Company announcements
84
Mergers & acquisitions
20
Asset acquisitions
15
Layoffs
8
Funding rounds
8
New products
8
Lawsuit
7
Capital infusions
4
6 activity cards

Swipe or scroll horizontally to browse.

IPO pipeline

1 companies with recorded IPO activity

IPO · New York Stock Exchange1 reports

Leadership moves

24 tracked people moves

Jason Levine

Appointment Enterprise-wide Chief Marketing Officer

Richard Carlson

Retirement Previously Vice President of Global Food Safety and Quality Management

Jeremiah Johnson

Appointment Vice President of Global Food Safety and Quality Management

Nick Cook

Appointment Managing Director of International Sales

John McDonnell

Resignation Previously Managing Director of International Sales

Litigation

4 tracked suits

Company
IPP (class of consumer indirect purchaser plaintiffs) v triumph foods llc, agri stats, smithfield foods, jbs, tyson

pork price and supply manipulation by processors through Agri Stats reportingClass Action · Ongoing

Company
workers v whole foods market

401(k) retirement account overcharge disputeClass Action · Ongoing

Earnings pulse

Reported company results in the recorded window.

4companies
162period observations
4.6%median reported growth

Median across 134 reported growth observations; companies may contribute multiple periods.

Mergers and acquisitions

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

Acquirer → targetStatusDateValue / context
Hormel Foods→justin’sAnnounced2026-05-18Not stated in snapshot
anheuser-busch inbev→BeatBox Beverages ↗Announced2026-04-23$490.0M
Hormel Foods→Kraft Heinz’s nut businessAnnounced2026-04-15$3.4B
No Sleep Beverage Inc.→Nine Banded Whiskey ↗Announced2026-04-09Not stated in snapshot
life-science innovations→Hormel Foods ↗Announced2026-02-23Not stated in snapshot
ab inbev→BeatBox Beverages ↗Rumored2025-11-28$700.0M

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

PEOPLE & OPPORTUNITY

The talent market

1,954 postings in the preceding 12 months. The full 3,189-posting snapshot covers 44 employers.

Expand panel +

Most advertised job titles

Manager77
In Store Shopper Seasonal Part Time65
Bakery Order Writer (Buyer / Inventory Replenishment) Full Time63
Front Of House (Foh) Team Member Hiring Immediately54
Back Of House (Boh) Team Member Hiring Immediately50
Sanitation Team Member (Cleaner, Housekeeping, Custodial) Part Time48
1 internship postings

32 tracked postings mention remote work.

The seniority mix

542 postings specify a level.

unspecified
2,647
manager
471
senior
43
lead
17
entry
6
intern
5

Skills employers mention

Top skills across 3,189 tracked postings in the available jobs snapshot.

Microsoft Office
31
Email
27
Pos
21
Inventory Management
20
Regulatory Compliance
14
Excel
8
Hand Tools
6
Product Knowledge
6
Outlook
6
Osha 10
5
ADVERTISED PAY$37.4K/ year

Median across 225 postings with pay data, expressed in USD.

THE PEOPLE BUILDING THE FIELD

Founders and leaders

145 founders and chief executives across 104 companies.

Expand panel +
12 profiles

Swipe or scroll horizontally to browse.

Education networks

9 profiles with education records.

Stanford University
5
Columbia University
2
Harvard University
1
Kellogg School of Management
1
University of Pennsylvania
1
Columbia Business School
1
RMIT University
1

Prior employers

5 profiles with prior-work records.

Goldman Sachs
2
Microsoft
1
Morgan Stanley
1
Google
1
Boston Consulting Group
1

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

NEWS INTELLIGENCE

How this industry appears in the news

4,895 articles in the measured 12-month window.

Expand panel +
4,895articles in the measured year
1,023articles in 2026Q1
75.7%positive tone in the latest complete year

News volume trends

Food and Agriculture coverage tagged Austin · articles per complete quarter

07421,4832,2252,9672021Q2: 9622021Q22021Q3: 1,0172021Q4: 1,0572022Q1: 1,0852022Q2: 1,3192022Q22022Q3: 9172022Q4: 1,2252023Q1: 1,1262023Q2: 1,1232023Q22023Q3: 1,1002023Q4: 1,2682024Q1: 1,4162024Q2: 1,2692024Q22024Q3: 1,2422024Q4: 1,5362025Q1: 2,5802025Q2: 1,1622025Q22025Q3: 1,6152025Q4: 1,1892026Q1: 1,0232026Q1
View quarterly article counts
QuarterArticles
2021Q2962
2021Q31,017
2021Q41,057
2022Q11,085
2022Q21,319
2022Q3917
2022Q41,225
2023Q11,126
2023Q21,123
2023Q31,100
2023Q41,268
2024Q11,416
2024Q21,269
2024Q31,242
2024Q41,536
2025Q12,580
2025Q21,162
2025Q31,615
2025Q41,189
2026Q11,023

Article volume measures coverage, not market sales.

Tone of coverage over time

2021
2,465 positive · 28 neutral · 743 negative
2022
3,264 positive · 38 neutral · 1,231 negative
2023
3,547 positive · 25 neutral · 1,032 negative
2024
4,004 positive · 34 neutral · 1,416 negative
2025
4,933 positive · 45 neutral · 1,542 negative

Leading coverage topics

Food and Agriculture coverage tagged Austin · 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 Austin. 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, policy gaps, and food‑security risks in Indian agriculture.

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 hurdles for robots and connected devices on farms.

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 Barriers to Agricultural GrowthCommon problems researchers identify · 03

Economic Barriers to Agricultural Growth

29 papers

23.2% of this theme group

Studies examine how economics and public policy limit technology uptake and productivity.

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 ConstraintsCommon problems researchers identify · 04

Nutrient Management Constraints

16 papers

12.8% of this theme group

Research flags inefficiencies in nutrient use and agronomic practices affecting yields.

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‑Smart PracticesCautions · 01

Sustainability Trade‑offs of Climate‑Smart Practices

16 papers

36.4% of this theme group

Authors caution that some climate‑smart approaches may not deliver promised sustainability outcomes.

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 and risks when scaling new agricultural technologies in low‑income settings.

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 Biosecurity RisksCautions · 03

Health and Biosecurity Risks

8 papers

18.2% of this theme group

Papers warn about disease and contamination hazards linked to specific farm management choices.

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

Research stresses that ecosystem resilience may be compromised by intensified farming practices.

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 to boost crop monitoring and yields.

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 and TillageOpportunities · 02

Climate‑Adapted Agroforestry and Tillage

55 papers

17.6% of this theme group

Studies explore agroforestry and conservation tillage as pathways to mitigate climate impacts.

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

Research highlights advances in robot navigation and multifunctional platforms for field tasks.

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 Cloud AnalyticsOpportunities · 04

IoT‑Enabled Cloud Analytics

51 papers

16.3% of this theme group

Papers present cloud‑based IoT solutions for real‑time farm monitoring and decision support.

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

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YearShare index
20221136.6
20231111.1
20241090.0
20251158.5
Economic Gains from Technology AdoptionOpportunities · 05

Economic Gains from Technology Adoption

29 papers

9.3% of this theme group

Evidence suggests that new tools can improve farmer welfare and reduce poverty.

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

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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 identifies strategies to protect livestock, crops, and pollinators from contamination.

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%37.0%
Problem-identifying19.8%10.0%
Descriptive16.9%17.6%
Breakthrough15.8%26.0%
Cautionary7.2%4.4%
Comparative2.9%3.9%
Critical1.5%1.1%

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 Austin: 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: 3 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