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 ↗
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.

An industry ecosystem,
measured in context.
MEET THE COMPANIESExplore Austin’s food and agriculture leaders
23 featured companies from the funding, hiring, revenue and team-size leaderboards.
Expand panel +
Explore Austin’s food and agriculture leaders
23 featured companies from the funding, hiring, revenue and team-size leaderboards.
Company discovery
Recorded evidence onlyRecently founded independent companies
Recently founded means a recorded 2023–2026 founding year and no recorded parent, acquirer or public-company status. These companies are not labelled startups without that separate classification.
Explore classified startups in Radar ↗Food and Agriculture industry KPIs in Austin
A few useful ratios bring the size of this ecosystem into perspective.
34 of 344 tracked companies have open roles.
90 of 344 tracked companies have a recorded round.
Share of disclosed capital received by the three largest recorded recipients.
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 FORMATIONHow Austin food and agriculture has grown
Recorded company formation and disclosed funding across the complete annual series shown.
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How Austin food and agriculture has grown
Recorded company formation and disclosed funding across the complete annual series shown.
Disclosed funding by year
Sum of recorded funding rounds · USD
View the numbers
| Year | Funding (USD) | Founded | Raising |
|---|---|---|---|
| 2016 | $92.03M | 17 | 20 |
| 2017 | $70.48M | 16 | 10 |
| 2018 | $81.27M | 17 | 12 |
| 2019 | $143.59M | 24 | 15 |
| 2020 | $441.21M | 15 | 12 |
| 2021 | $110.31M | 14 | 11 |
| 2022 | $66.83M | 9 | 12 |
| 2023 | $76.58M | 6 | 15 |
| 2024 | $77.27M | 1 | 9 |
| 2025 | $146.75M | 2 | 10 |
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
Investors appearing most often
Recorded participation in food and agriculture company rounds since 2016.
- 01CAVU Consumer Partners 4 rounds
- 02CIC Partners 3 rounds
- 03Morgan Stanley 3 rounds
- 04Wild Ventures 3 rounds
- 05Unorthodox Ventures 2 rounds
- 06General Atlantic 2 rounds
- 07BIGR Ventures 2 rounds
- 08Charles Street Investment Partners 2 rounds
- 09Sputnik ATX 2 rounds
- 010YETI Capital 2 rounds
Recent recorded rounds
Latest recorded rounds · USDBacked by .
Largest and notable recorded rounds
Each card is one recorded roundBacked by General Atlantic and T. Rowe Price and others.
Backed by Stripes.
Backed by Stride Consumer.
Backed by Asiliainvestments and Brightwood and others.
Participating investors were not recorded in this snapshot.
Backed by CIC Partners and Morgan Stanley and others.
Participating investors were not recorded in this snapshot.
Backed by L Catterton.
Participating investors were not recorded in this snapshot.
Backed by Morgan Stanley.
THE BUSINESS BEHIND THE ACTIVITYRevenue, profitability & financial strength
Annual accounts for reporting companies linked to this landscape, on like-for-like currency and reporting bases.
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Revenue, profitability & financial strength
Annual accounts for reporting companies linked to this landscape, on like-for-like currency and reporting bases.
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.
Sum of reporting-entity revenue; not Austin market sales.
Combined result for the same cohort.
Combined net income ÷ combined revenue.
The middle covered reporting entity.
None of 2 covered entities.
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.
| Company / reporting entity | Revenue | Net profit / loss | Net margin | Revenue growth | Total assets |
|---|---|---|---|---|---|
| Hormel Foods ↗48465 | $12,106.2m | $478.2m | +4.0% | — | — |
| Vital Farms ↗1579733 | $759.4m | $66.3m | +8.7% | — | — |
Explore full company accounts and filings.
Explore a reporting entity
Choose “View accounts” to inspect an available company preview.
How does food and agriculture compare?
Each pair uses the same year, currency and reporting basis. Cohort overlap is disclosed.
| Industry | Covered / eligible | Revenue total | Median revenue | Net profit / loss | Aggregate margin | Profitable share | Overlap |
|---|
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.
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.
| Company | Monthly visits | Authority | Mobile |
|---|---|---|---|
| Whole Foods Marketwholefoodsmarket.com | 7,728,361 | 77 | 74.8% |
| Wildflowerwildflower.org | 967,524 | 61 | 59.4% |
| Tiff\'s Treatscookiedelivery.com | 606,507 | 49 | 89.7% |
| Gratsigratsi.com | 263,699 | 34 | 94.6% |
| Pluckerspluckers.com | 236,843 | 49 | 85% |
| Kettle And Firekettleandfire.com | 44,102 | 45 | 41.1% |
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.
| App | Installs | Rating | Store category |
|---|---|---|---|
| Whole Foods MarketWhole Foods Market | 4.2M | 2.3 | Shopping |
| Pluckers ClubPluckers | 246.8K | 2.9 | Food & Drink |
| Tiff\'s TreatsTiff\'s Treats | 242.8K | 3.3 | Food & Drink |
| Torchy\'s TacosTorchy\'s Tacos | 207.8K | 4.8 | Food & Drink |
| P. Terry\'sP. Terry\'s | 31.3K | 3.4 | Food & Drink |
| Hopdoddy Burger BarHopdoddy Burger Bar | 24.7K | 4.9 | Food & Drink |
| Hat CreekHat Creek Burger Company | 18K | 4.9 | Food & Drink |
| Tarka Indian KitchenTarka Indian Kitchen | 15.6K | 4.7 | Food & Drink |
| DoubleDave\'s PizzaDoubleDave\'s Pizzaworks | 15.3K | 3.8 | Food & Drink |
| The LoopThe Loop Restaurant | 7.5K | 4.7 | Food & Drink |
Installs are lifetime totals to date at the June 2026 store reading — a measure of reach, not of people using an app today.
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.
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 INDUSTRYThe Austin food and agriculture market map
Explore the segments behind the headline numbers.
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The Austin food and agriculture market map
Explore the segments behind the headline numbers.
Where companies are building
Rank segments by scale, hiring or disclosed funding.
Companies can sit in several segments. Counts and funding overlap.
Internet first brands
The largest measured segment in this report snapshot.
2 companies hiring · $122.66M disclosed funding
Explore in RadarHow companies make money
Common revenue models; a company can use more than one.
THE COMPANIES IN MOTIONWho is listing, hiring leaders, launching and winning work
Recorded corporate activity linked to companies in this landscape.
Expand panel +
Who is listing, hiring leaders, launching and winning work
Recorded corporate activity linked to companies in this landscape.
Recent corporate headlines 10 dated reports
Hormel Foods is acquiring Kraft Heinz’s nut business, which includes the Planters brand, for $3.35 billion in cash.
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.
such as its acquisition of Alamo Drafthouse.
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.
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.
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.
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.
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.
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.
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.
IPO pipeline
1 companies with recorded IPO activity
IPO · New York Stock Exchange1 reports
Leadership moves
24 tracked people moves
Appointment Enterprise-wide Chief Marketing Officer
Retirement Previously Vice President of Global Food Safety and Quality Management
Appointment Vice President of Global Food Safety and Quality Management
Appointment Managing Director of International Sales
Resignation Previously Managing Director of International Sales
Product launches
Products, platforms and features in the recorded window
AI‑driven supply chain platform
Retail
Product
Functional beverage
Workforce actions
4 companies with reported reductions
73 rolescost reduction
250 rolesrestructuring
1,500 rolescost reduction
15 rolesbusiness reorganization to prioritize efficiency
Regulatory events
1 recorded events
approved
Litigation
4 tracked suits
pork price and supply manipulation by processors through Agri Stats reportingClass Action · Ongoing
401(k) retirement account overcharge disputeClass Action · Ongoing
Earnings pulse
Reported company results in the recorded window.
Median across 134 reported growth observations; companies may contribute multiple periods.
Mergers and acquisitions
Company-linked deal reports; status is preserved as recorded.
| Acquirer → target | Status | Date | Value / context |
|---|---|---|---|
| Hormel Foods→justin’s | Announced | 2026-05-18 | Not stated in snapshot |
| anheuser-busch inbev→BeatBox Beverages ↗ | Announced | 2026-04-23 | $490.0M |
| Hormel Foods→Kraft Heinz’s nut business | Announced | 2026-04-15 | $3.4B |
| No Sleep Beverage Inc.→Nine Banded Whiskey ↗ | Announced | 2026-04-09 | Not stated in snapshot |
| life-science innovations→Hormel Foods ↗ | Announced | 2026-02-23 | Not stated in snapshot |
| ab inbev→BeatBox Beverages ↗ | Rumored | 2025-11-28 | $700.0M |
A discussion or rumour is not a completed transaction. An unstated value is not zero.
PEOPLE & OPPORTUNITYThe talent market
1,954 postings in the preceding 12 months. The full 3,189-posting snapshot covers 44 employers.
Expand panel +
The talent market
1,954 postings in the preceding 12 months. The full 3,189-posting snapshot covers 44 employers.
Most advertised job titles
32 tracked postings mention remote work.
The seniority mix
542 postings specify a level.
Skills employers mention
Top skills across 3,189 tracked postings in the available jobs snapshot.
Median across 225 postings with pay data, expressed in USD.
Companies hiring
Large employers
| Company | Employees |
|---|---|
| Whole Foods Market ↗ | 100,700 |
| Hormel Foods ↗ | 20,000 |
| Torchy\'s Tacos ↗ | 5,000 |
| alamo drafthouse ↗ | 4,000 |
| Tiff\'s Treats ↗ | 2,000 |
| Quality Pork Processors ↗ | 1,560 |
| Hopdoddy Burger Bar ↗ | 1,500 |
| Tito\'s Handmade Vodka ↗ | 366 |
THE PEOPLE BUILDING THE FIELDFounders and leaders
145 founders and chief executives across 104 companies.
Expand panel +
Founders and leaders
145 founders and chief executives across 104 companies.
Miguel Garza
Siete Family Foods ↗Siete Family Foods, ex-G7 Athletics, ex-Mobiledoc, The University of Texas School of Law, 2012
Joe Carr
Serenity Kids ↗Founder Aspie Power, ex-OneTaste, Co-Founder Growin' Together Hands-On Afterschool, LifeWorks…
David Smith
Sweet Leaf Tea ↗Broad Reach Consulting, ex- Co-Founder Sweet Leaf Tea. The University of Texas 1997
Richard Laver
Lucky Beverage ↗Founder Kate Farms.
Eric Dopkins
Milestone Brands ↗Ex-CEO Deep Eddy Spirits, Pernod Ricard, Boz Spirits, Diageo. CSU Chico 1992
Tyler Merrick
Joyride Sweets ↗Ex-29 Agency, Merrick Pet Care. Texas A&M University BSc 2001.
Uriah Zane Hunt
Via 313 Pizza ↗WhereNet, UPS, Specs Howard School of Media Arts
Doug Campbell
EIGHT Brewing ↗Ex-Brewery Ommegang, Diageo, JH Whitney, Marakon Associates. Princeton University BA 1997, The Wharton School MBA 2004
Danny Evans
Little Woodrow\'s ↗The University of Texas 1985
Erin Link
Yellowbird ↗Ex- Red Hat, Recyclebank, Greenopolis. University of Houston BFA 2009
Wes Hurt
CLEAN Cause ↗ex- Founder Hey Cupcake . St. Edward's University BBA 2006.
Brad Schultz
Future Proof Brands ↗Beatbox Beverages, ex - Dubit, Tryout, Mind Candy, Kabillion, Flying Penguin. Eberhardt School of Business BA 2006
Education networks
9 profiles with education records.
Prior employers
5 profiles with prior-work records.
Profiles cover recorded founders and leaders; contact details remain in Radar.
NEWS INTELLIGENCEHow this industry appears in the news
4,895 articles in the measured 12-month window.
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How this industry appears in the news
4,895 articles in the measured 12-month window.
News volume trends
Food and Agriculture coverage tagged Austin · articles per complete quarter
View quarterly article counts
| Quarter | Articles |
|---|---|
| 2021Q2 | 962 |
| 2021Q3 | 1,017 |
| 2021Q4 | 1,057 |
| 2022Q1 | 1,085 |
| 2022Q2 | 1,319 |
| 2022Q3 | 917 |
| 2022Q4 | 1,225 |
| 2023Q1 | 1,126 |
| 2023Q2 | 1,123 |
| 2023Q3 | 1,100 |
| 2023Q4 | 1,268 |
| 2024Q1 | 1,416 |
| 2024Q2 | 1,269 |
| 2024Q3 | 1,242 |
| 2024Q4 | 1,536 |
| 2025Q1 | 2,580 |
| 2025Q2 | 1,162 |
| 2025Q3 | 1,615 |
| 2025Q4 | 1,189 |
| 2026Q1 | 1,023 |
Article volume measures coverage, not market sales.
Tone of coverage over time
Most-covered companies
Company share of voice
782 recorded company events across 16 companies; percentages use that event total.
Leading coverage topics
Food and Agriculture coverage tagged Austin · ranked by full-period article count.
Recent and prior counts use the source comparison windows.
Topics gaining and losing attention
United States comparison coverage
| Keyword | Recent | Prior | Change |
|---|---|---|---|
| shrimp aquaculture | 1,469 | 980 | 50% |
| land-frozen seafood | 1,378 | 790 | 74% |
| shrimp harvest | 1,132 | 643 | 76% |
| shrimp | 1,126 | 686 | 64% |
| college playoffs | 1,029 | 666 | 55% |
| ceo change | 1,029 | 690 | 49% |
| crab availability | 963 | 648 | 49% |
| fresh shellfish | 908 | 583 | 56% |
| tuna steak | 902 | 539 | 67% |
| flash-frozen seafood | 894 | 483 | 85% |
| f1 world championship | 1,972 | 3,224 | -39% |
| f1 championship | 1,863 | 2,930 | -36% |
| poultry health | 804 | 2,053 | -61% |
| wildlife disease monitoring | 377 | 1,952 | -81% |
| h5n1 avian influenza | 356 | 1,818 | -80% |
Event and signal lenses
United States comparison coverage
Regulatory Risk
418,778 classified articlesfood rescue donations, meal distribution funding, emergency food aid
34.1% critical · 38.3% positiveFunding Momentum
135,040 classified articlesfood rescue donations, meal distribution funding, hunger assistance programs
31.3% critical · 47.8% positiveGrowth
163,836 classified articleswhole-farm revenue policies, earnings report, stock performance
22.1% critical · 48.5% positiveFood and Agriculture coverage tagged Austin. Topic labels describe recorded classifications and can include broad context.
RESEARCH SIGNALSWhat Food and Agriculture research is working on
652 papers in the recorded india scope.
Expand panel +
What Food and Agriculture research is working on
652 papers in the recorded india scope.
Research orientation
Contribution mix
Tone counts: 584 positive · 34 neutral · 34 negative.
- 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?
- 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
- 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
Leading researchers
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
Common problems researchers identify · 01Climate‑Smart Agriculture Challenges
43 papers34.4% 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
| Year | Share index |
|---|---|
| 2022 | 2087.7 |
| 2023 | 2154.4 |
| 2024 | 2121.1 |
| 2025 | 2354.5 |
Common problems researchers identify · 02Robotics and IoT Integration Issues
37 papers29.6% 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
| Year | Share index |
|---|---|
| 2022 | 1344.5 |
| 2023 | 1371.8 |
| 2024 | 1420.2 |
| 2025 | 1404.4 |
Common problems researchers identify · 03Economic Barriers to Agricultural Growth
29 papers23.2% 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
| Year | Share index |
|---|---|
| 2022 | 819.3 |
| 2023 | 801.0 |
| 2024 | 650.4 |
| 2025 | 375.5 |
Common problems researchers identify · 04Nutrient Management Constraints
16 papers12.8% 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
| Year | Share index |
|---|---|
| 2022 | 389.6 |
| 2023 | 372.3 |
| 2024 | 270.2 |
| 2025 | 197.4 |
Cautions
44 papers · 4 recurring themes
Cautions · 01Sustainability Trade‑offs of Climate‑Smart Practices
16 papers36.4% 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
| Year | Share index |
|---|---|
| 2022 | 2330.1 |
| 2023 | 2430.6 |
| 2024 | 2427.5 |
| 2025 | 2687.8 |
Cautions · 02Adoption Uncertainty in Developing Contexts
14 papers31.8% 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
| Year | Share index |
|---|---|
| 2022 | 392.7 |
| 2023 | 376.2 |
| 2024 | 353.1 |
| 2025 | 221.7 |
Cautions · 03Health and Biosecurity Risks
8 papers18.2% 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
Cautions · 04Ecological Limits to Intensification
6 papers13.6% 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
| Year | Share index |
|---|---|
| 2022 | 1722.6 |
| 2023 | 1724.9 |
| 2024 | 1524.1 |
| 2025 | 1119.1 |
Opportunities
312 papers · 6 recurring themes
Opportunities · 01Precision Farming and Edge Computing
95 papers30.4% 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
| Year | Share index |
|---|---|
| 2022 | 369.9 |
| 2023 | 372.1 |
| 2024 | 472.5 |
| 2025 | 393.8 |
Opportunities · 02Climate‑Adapted Agroforestry and Tillage
55 papers17.6% 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
| Year | Share index |
|---|---|
| 2022 | 2223.0 |
| 2023 | 2259.9 |
| 2024 | 2327.9 |
| 2025 | 2386.7 |
Opportunities · 03Autonomous Agricultural Robotics
55 papers17.6% 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
| Year | Share index |
|---|---|
| 2022 | 827.0 |
| 2023 | 847.9 |
| 2024 | 840.1 |
| 2025 | 849.0 |
Opportunities · 04IoT‑Enabled Cloud Analytics
51 papers16.3% 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
View research history
| Year | Share index |
|---|---|
| 2022 | 1136.6 |
| 2023 | 1111.1 |
| 2024 | 1090.0 |
| 2025 | 1158.5 |
Opportunities · 05Economic Gains from Technology Adoption
29 papers9.3% 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
View research history
| Year | Share index |
|---|---|
| 2022 | 399.5 |
| 2023 | 382.4 |
| 2024 | 359.2 |
| 2025 | 243.2 |
Opportunities · 06Biosecurity and Pollinator Management
27 papers8.7% 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
| Year | Share index |
|---|---|
| 2022 | 18.3 |
| 2023 | 18.0 |
| 2024 | 12.9 |
| 2025 | 14.8 |
How this field compares with the research baseline
Orientation shares compared with 25,000 papers in the reference sample.
| Research orientation | This field | Reference sample |
|---|---|---|
| Promising | 35.9% | 37.0% |
| Problem-identifying | 19.8% | 10.0% |
| Descriptive | 16.9% | 17.6% |
| Breakthrough | 15.8% | 26.0% |
| Cautionary | 7.2% | 4.4% |
| Comparative | 2.9% | 3.9% |
| Critical | 1.5% | 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 paper | Papers | Share | Raised as a problem | Worldwide share |
|---|---|---|---|---|
| Privacy & surveillanceThe State and Future of Smart Agriculture: Insights from mining social media | 6 | 1.01% | 2 (33.3%) | 1.19% |
| Labour & data workThe Impact of India’s Rural Employment Guarantee on Demand for Agricultural Technology | 5 | 0.84% | 2 (40.0%) | 0.21% |
| Energy & datacenter footprint | 0 | 0.0% | 0 (%) | 0.12% |
| Water use | 0 | 0.0% | 0 (%) | 0.0% |
| Carbon & emissions of compute | 0 | 0.0% | 0 (%) | 0.0% |
| Hardware, e-waste & supply chain | 0 | 0.0% | 0 (%) | 0.04% |
| Safety & misuse | 0 | 0.0% | 0 (%) | 0.0% |
| Bias & fairness | 0 | 0.0% | 0 (%) | 0.04% |
| Concentration of compute power | 0 | 0.0% | 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.
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 ↗