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 ↗
Dallas’s
food and agriculture industry,
in focus.
The companies, capital and talent shaping food and agriculture in Dallas. Find the leaders. Understand the segments. See where the activity is.

An industry ecosystem,
measured in context.
MEET THE COMPANIESExplore Dallas’s food and agriculture leaders
24 featured companies from the funding, hiring, revenue and team-size leaderboards.
Expand panel +
Explore Dallas’s food and agriculture leaders
24 featured companies from the funding, hiring, revenue and team-size leaderboards.
Company discovery
Recorded evidence onlyExplore 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 ↗Food and Agriculture industry KPIs in Dallas
A few useful ratios bring the size of this ecosystem into perspective.
47 of 280 tracked companies have open roles.
36 of 280 tracked companies have a recorded round.
Share of disclosed capital received by the three largest recorded recipients.
Midpoint of 44 rounds with a disclosed amount.
Scale is concentrated. Opportunity is broader. The three largest funding recipients hold 84.0% of disclosed capital, while 87.1% of tracked companies have no recorded funding round.
Explore the segments →CAPITAL & COMPANY FORMATIONHow Dallas food and agriculture has grown
Recorded company formation and disclosed funding across the complete annual series shown.
Expand panel +
How Dallas 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 | $28.35M | 14 | 3 |
| 2017 | $807.79M | 9 | 5 |
| 2018 | $4.71M | 9 | 5 |
| 2019 | $20.38M | 16 | 4 |
| 2020 | $11.55M | 6 | 6 |
| 2021 | $13.61M | 7 | 3 |
| 2022 | $50.46M | 4 | 5 |
| 2023 | $61.64M | 1 | 4 |
| 2024 | $31.64M | 1 | 3 |
| 2025 | $57.4M | 0 | 3 |
Funding concentration
Share of all disclosed company funding.
- Dave & Buster’s71.5%
- La La Land Kind Cafe9.1%
- Poppi3.4%
- Other companies16.0%
Funding by stage
51 recorded rounds since 2016
Investors appearing most often
Recorded participation in food and agriculture company rounds since 2016.
- 01Sweat Equities 2 rounds
- 02CAVU Consumer Partners 2 rounds
- 03M3 Ventures 2 rounds
- 04Starbucks 2 rounds
- 05L Catterton 1 rounds
- 06Target Accelerators 1 rounds
- 07Pronghorn 1 rounds
- 08SixSibs Capital 1 rounds
- 09Stripes 1 rounds
- 010Europa 1 rounds
Recent recorded rounds
Latest recorded rounds · USDLargest and notable recorded rounds
Each card is one recorded roundParticipating investors were not recorded in this snapshot.
Backed by Stripes.
Backed by CAVU Consumer Partners.
Participating investors were not recorded in this snapshot.
Participating investors were not recorded in this snapshot.
Participating investors were not recorded in this snapshot.
Backed by Rosewood Capital and Northwood Ventures.
Backed by Russell Westbrook and THE CHAINSMOKERS and others.
Backed by Sweat Equities and M3 Ventures.
Backed by EMERGING.
THE BUSINESS BEHIND THE ACTIVITYRevenue, profitability & financial strength
Expand panel +
Revenue, profitability & financial strength
Annual accounts availability
Exact designated identities and reviewed filing records were checked, but this page has neither a qualifying preview account nor a target cohort meeting the ten-entity aggregate floor.
Web traffic, app reach and release cadence
How the Dallas companies on this page show up online: the sites people visit, the apps they install, and how often those apps ship.
Busiest websites
8 of the 280 companies on this page carry a measured traffic record (2.9%); these are the largest of those, by monthly visits. The median among them is 266,791 visits.
| Company | Monthly visits | Authority | Mobile |
|---|---|---|---|
| Poppidrinkpoppi.com | 861,946 | 51 | 90.5% |
| Texas De Braziltexasdebrazil.com | 467,358 | 54 | 86.3% |
| Twin Peakstwinpeaksrestaurant.com | 356,053 | 53 | 83.2% |
| TGI Fridaystgifridays.com | 334,697 | 56 | 88.2% |
| Dickey\'s Barbecue Pitdickeys.com | 198,886 | 49 | 80.9% |
| Friendly\'s Restaurantsfriendlysrestaurants.com | 149,965 | 49 | 85.4% |
| CHEETOScheetos.com | 101,115 | 55 | 69.2% |
| Hail Merryhailmerry.com | 31 | 30 | 0% |
Visits and authority are third-party web estimates, not company-reported figures.
Most-installed apps
19 of these companies (6.8%) publish at least one Android app — 19 apps in all, carrying 10.2M installs between them.
| App | Installs | Rating | Store category |
|---|---|---|---|
| ChilisChili\'s Grill & Bar | 6.2M | 4.3 | Lifestyle |
| D&B RewardsDave & Buster’s | 2.4M | 4.7 | Entertainment |
| Dickey\'s Barbecue PitDickey\'s Barbecue Pit | 370.6K | 4.7 | Food & Drink |
| Which WichWhich Wich | 343.9K | 4.7 | Lifestyle |
| 7-Eleven SG7-Eleven Singapore | 240.2K | 3.9 | Shopping |
| Bruegger\'s BagelsBruegger’s | 232.3K | 4.3 | Food & Drink |
| Genghis GrillGenghis Grill | 145.4K | 3.9 | Food & Drink |
| Pizza Patrónpizza patrón | 106.5K | 4.7 | Food & Drink |
| Boston\'s Pizza USABoston\'s Pizza | 48.8K | 4.5 | Food & Drink |
| Super ChixSuper Chix | 31.5K | 4.9 | 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.
INSIDE THE INDUSTRYThe Dallas food and agriculture market map
Explore the segments behind the headline numbers.
Expand panel +
The Dallas 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.
Segment data unavailable
The largest measured segment in this report snapshot.
0 companies hiring · $0 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
Restaurant Business reported that SPB Hospitality has sold Logan’s Roadhouse brand to SSCP Management, which owns Cicis Pizza, Corner Bakery and Roy’s and also operates dozens of Applebee’s and Sonic restaurants.
JAB’s Caribou Coffee business has agreed to acquire Bruegger’s from Le Duff America, the U.S.-based operator of La Madeleine and Mimi’s Cafe, for an undisclosed amount.
Debevoise & Plimpton LLP is advising Arctic Glacier, a provider of premium ice products and services and portfolio company of Carlyle (NASDAQ: CG), in its sale to Reddy Ice, a manufacturer and distributor of packaged ice.
Dallas-based specialty coffee company White Rhino Coffee announced it has acquired fellow DFW business Emporium Pies, bringing two majority-women-owned chains together.
The restaurant operator announced the sale of the franchises of Chili’s and P.F. Chang’s in Chile, as well as TGI Friday’s in Spain.
Cain Food Industries merges with Millbio after acquisition
The acquisition comes four years after Brix bought Friendly’s in the wake of the chain’s second Chapter 11 bankruptcy filing. The sale was reportedly valued at about $2 billion.
Private equity firm Main Post Partners has taken a minority stake in Smoothie King, the Dallas-based smoothie chain said Thursday.
PepsiCo, Inc. (NASDAQ: PEP) has officially closed the acquisition of fast‑growing prebiotic soda brand poppi for $1.95 billion.
Brinker International Inc. has signed a letter of intent to acquire 116 Chili’s Grill & Bar restaurants from ERJ Dining.
Full recorded event mix
Top 10 categories among 362 recorded events in the 24-month window.
IPO pipeline
1 companies with recorded IPO activity
IPO · Nasdaq4 reports
Leadership moves
18 tracked people moves
Promotion Executive Vice President and Chief Marketing Officer
Appointment Interim Chief Executive Officer
Retirement Previously President of Maggiano’s Little Italy
Resignation Previously Chief Legal Officer
Resignation Previously Chief Executive Officer
Departure Previously Chief Marketing Officer
Resignation Previously Chief Executive Officer
Appointment Chief Executive Officer
Product launches
Products, platforms and features in the recorded window
Contract wins
2 recorded customer wins
Customer: Reza Hassanadeh
Customer:
Workforce actions
3 companies with reported reductions
311 rolesCOVID-19-related business circumstances
15.0% rolesgovernment downsizing
Scale not stated roles
Regulatory events
3 recorded events
Developing regulatory frameworkSEC
referral of evidence to SEC OIGSEC Office of Inspector General
in final stages of investigationSEC Office of Inspector General
Litigation
41 tracked suits
Shareholder proposal regulationRegulatory ·
shareholder rights and corporate accountabilityRegulatory · Filed
Earnings pulse
Reported company results in the recorded window.
Median across 99 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 |
|---|---|---|---|
| pepsico→Poppi ↗ | Completed | 2026-04-17 | $1.9B |
| SSCP Management→logan’s roadhouse | Announced | 2026-03-24 | Not stated in snapshot |
| Reddy Ice Corporation→arctic glacier | Completed | 2026-02-18 | Not stated in snapshot |
| caribou coffee→Bruegger’s ↗ | Pending | 2026-02-03 | Not stated in snapshot |
| white rhino coffee→Emporium Pies ↗ | Announced | 2025-12-17 | Not stated in snapshot |
| Na→Chili’s ↗ | Announced | 2025-11-13 | Not stated in snapshot |
A discussion or rumour is not a completed transaction. An unstated value is not zero.
PEOPLE & OPPORTUNITYThe talent market
1,166 postings in the preceding 12 months. The full 2,267-posting snapshot covers 54 employers.
Expand panel +
The talent market
1,166 postings in the preceding 12 months. The full 2,267-posting snapshot covers 54 employers.
Most advertised job titles
0 tracked postings mention remote work.
The seniority mix
715 postings specify a level.
Skills employers mention
Top skills across 2,267 tracked postings in the available jobs snapshot.
Median across 107 postings with pay data, expressed in USD.
Companies hiring
Large employers
| Company | Employees |
|---|---|
| brinker international ↗ | 64,323 |
| la Madeleine ↗ | 3,703 |
| corner bakery cafe ↗ | 2,000 |
| Dickey\'s Barbecue Pit ↗ | 1,233 |
| Genghis Grill ↗ | 656 |
| Daisy Brand ↗ | 641 |
| Standard Meat ↗ | 570 |
| Smoothie King ↗ | 400 |
THE PEOPLE BUILDING THE FIELDFounders and leaders
93 founders and chief executives across 67 companies.
Expand panel +
Founders and leaders
93 founders and chief executives across 67 companies.
Kristy Macdonald
Dave & Buster’s ↗Dave And Busters, ex-Main Event, ex-Dr Pepper Snapple, University of North Texas, 2008
Francois Reihani
La La Land Kind Cafe ↗Founder We Are One Project, ex-Co-Founder Pok The Raw Bar, Dynamation Research. Southern Methodist University - Cox School of Business BA
Allison Ellsworth
Poppi ↗University of North Texas BA 2009
Jeff Richards
Mooala ↗Sku, ex-Peapod Unfi Advisory Board, ex-Bnp Paribas Merchant Banking, Baylor University, 2007
Khanh Nguyen
Zalat Pizza ↗Zalat Pizza, ex-Learning How To Cook, ex-Medassets, University of Houston, 1970
Jose Vargas
Batbox ↗Founder SIMCo, Side Sports, Mulligan. Monterrey Institute of Technology 2015, thePower MBA 2021
Salar Shemirani
Regenified ↗Salish Soils. University of Surrey BE 2013
Jon Alexis
Malibu Poke ↗Co-Founder-Malibu Poke, TJ’s Seafood Market & Grill
Ted Casey
Stryve ↗Ex-Merrill Lynch, Eco Green Recycing, Shelton School & Evaluation Center. Tulane University B.A 1991
Trisha Cunningham
North Texas Food Bank ↗North Texas Food Bank, ex-Texas Instruments, IWF Fellow 2002-2003, 2003
Sameer Patel
UNCO ↗Ex - Co-Chief Executive Officer 8020 Concepts. Northeastern University Bachelor of Science, Business Administration; Finance and Marketing 2010
Eugene F
POKS Spices ↗McKesson, ex-Capital One, Texas Instruments. Kwame Nkrumah' University of Science and Technology, Kumasi BSc 2010, Texas A&M University MSc 2014
Education networks
0 profiles with education records.
Prior employers
1 profiles with prior-work records.
Profiles cover recorded founders and leaders; contact details remain in Radar.
NEWS INTELLIGENCEHow this industry appears in the news
7,258 articles in the measured 12-month window.
Expand panel +
How this industry appears in the news
7,258 articles in the measured 12-month window.
News volume trends
Food and Agriculture coverage tagged Dallas · articles per complete quarter
View quarterly article counts
| Quarter | Articles |
|---|---|
| 2021Q2 | 1,385 |
| 2021Q3 | 1,432 |
| 2021Q4 | 1,409 |
| 2022Q1 | 1,564 |
| 2022Q2 | 1,665 |
| 2022Q3 | 1,432 |
| 2022Q4 | 1,477 |
| 2023Q1 | 1,569 |
| 2023Q2 | 1,762 |
| 2023Q3 | 1,392 |
| 2023Q4 | 1,646 |
| 2024Q1 | 1,990 |
| 2024Q2 | 1,954 |
| 2024Q3 | 1,482 |
| 2024Q4 | 1,716 |
| 2025Q1 | 2,799 |
| 2025Q2 | 1,818 |
| 2025Q3 | 2,364 |
| 2025Q4 | 1,515 |
| 2026Q1 | 1,638 |
Article volume measures coverage, not market sales.
Tone of coverage over time
Most-covered companies
Company share of voice
481 recorded company events across 24 companies; percentages use that event total.
Leading coverage topics
Food and Agriculture coverage tagged Dallas · 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 Dallas. 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 on food security and the need for supportive 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
| 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 barriers in applying robots and connected devices to 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
| Year | Share index |
|---|---|
| 2022 | 1344.5 |
| 2023 | 1371.8 |
| 2024 | 1420.2 |
| 2025 | 1404.4 |
Common problems researchers identify · 03Economic Constraints on Agricultural Technology
29 papers23.2% of this theme group
Studies discuss how growth and public economics limit technology uptake in Indian agriculture.
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 Limitations
16 papers12.8% of this theme group
Research examines gaps in agronomic practices affecting nutrient use efficiency on small farms.
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 Risks of Climate Strategies
16 papers36.4% of this theme group
Authors caution that climate‑smart approaches may not guarantee long‑term agricultural sustainability.
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 for technology adoption and information diffusion among smallholder farmers.
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 Safety Concerns
8 papers18.2% of this theme group
Studies link farm management practices to animal health issues 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
Cautions · 04Ecological Trade‑offs of Intensification
6 papers13.6% of this theme group
Research warns that intensification can undermine soil microbes and broader ecosystem resilience.
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 Technologies
95 papers30.4% of this theme group
Works explore low‑power edge computing and AI tools for accurate field monitoring and decision support.
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 Practices
55 papers17.6% of this theme group
Papers propose agroforestry and tillage innovations to mitigate greenhouse gases and improve resilience.
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 · 03Advanced Agricultural Robotics
55 papers17.6% of this theme group
Research showcases autonomous robots for navigation, obstacle avoidance, and multipurpose 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 Farm Monitoring
51 papers16.3% of this theme group
Studies develop cloud‑based and wireless sensor networks for real‑time crop and environment 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
| Year | Share index |
|---|---|
| 2022 | 1136.6 |
| 2023 | 1111.1 |
| 2024 | 1090.0 |
| 2025 | 1158.5 |
Opportunities · 05Economic Benefits of Technology Adoption
29 papers9.3% of this theme group
Analyses demonstrate 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
| 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 investigates farm practices that influence pathogen spread and pollinator health.
Herd (3) · Flock (3) · Biosecurity (3) · Pollinator (3)
Farm Management, Environment, and Weather Factors Jointly Affect the Probability of Spinach Contamination by Generic Escherichia coli at the
Using farm management practices to predict Campylobacter prevalence in pastured poultry farms
View research history
| 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% | 37.4% |
| Problem-identifying | 19.8% | 9.9% |
| Descriptive | 16.9% | 17.0% |
| Breakthrough | 15.8% | 26.7% |
| Cautionary | 7.2% | 4.4% |
| Comparative | 2.9% | 3.7% |
| Critical | 1.5% | 1.0% |
Concerns receiving less research attention
Counts and shares refer to the stated research pool. A low count describes how much of that research is recorded here, not the absence of a real-world concern.
| Concern / example 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 Dallas: 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 ↗