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 DALLAS EDITION 2026

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.

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

An industry ecosystem,
measured in context.

Food and Agriculture illustration
MEET THE COMPANIES

Explore Dallas’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 Dallas, snapshot 4 September 2026
Company
Dave & Buster’sdaveandbusters.com$800M10 roles22,748—
La La Land Kind Cafelalalandkindcafe.com$102.3M—58—
Poppidrinkpoppi.com$38.5M—111—
Green Light Distributiongreenlightdistribution.com$35.95M—150—
Prairie Dog Pet Productsprairiedogpetproducts.com$30.09M—215—
Mooalamooala.com$16.43M—13—
RR Dairy$14.18M———
Stir Crazystircrazy.com$14M———
Chili\'s Grill & Barchilis.com—10 roles25—
Smoothie Kingsmoothieking.com—10 roles400—
Brinkerbrinker.com—8 roles64,323Financial figure available in RadarView in Radar
Reddy Ice Corporationreddyice.com—8 roles1,291—
Twin Peakstwinpeaksrestaurant.com—8 roles1,035—
Chili’schilis.in—7 roles140—
la Madeleinelamadeleine.com—7 roles3,703—
Daisy Branddaisybrand.com——641—
Dickey\'s Barbecue Pitdickeys.com——1,233—
Genghis Grillgenghisgrill.com——656—
MISA Importsmisaimports.com——111Financial figure available in RadarView in Radar
Mockingbird Terrace Investcosec.gov——171—
Standard Meatstandardmeat.com——570—
Stryvestryvefoods.com————
Texas De Braziltexasdebrazil.com——1,004—
Velvet Tacovelvettaco.com——162—
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 Dallas

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

4 September 2026
Hiring participation16.8%

47 of 280 tracked companies have open roles.

Funding participation12.9%

36 of 280 tracked companies have a recorded round.

Top 3 funding share84.0%

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

Median disclosed round$1.75M

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 FORMATION

How Dallas 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

Dallas food and agriculture
$0$230.22M$460.44M$690.66M$920.88M2016: $28.35M20162017: $807.79M20172018: $4.71M20182019: $20.38M20192020: $11.55M20202021: $13.61M20212022: $50.46M20222023: $61.64M20232024: $31.64M20242025: $57.4M2025
View the numbers
Annual food and agriculture funding and company formation in Dallas
YearFunding (USD)FoundedRaising
2016$28.35M143
2017$807.79M95
2018$4.71M95
2019$20.38M164
2020$11.55M66
2021$13.61M73
2022$50.46M45
2023$61.64M14
2024$31.64M13
2025$57.4M03
WHERE CAPITAL SITS

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

NUMBER OF ROUNDS
Seed & Angel14 27.5%
Series A–B24 47.1%
Series C+ / PE2 3.9%
Grants, debt & other11 21.6%

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.

Series B12/2022
RR Dairy$14.18M

Participating investors were not recorded in this snapshot.

THE BUSINESS BEHIND THE ACTIVITY

Revenue, profitability & financial strength

Expand panel +

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.

DIGITAL FOOTPRINT

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.

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.

AppInstallsRatingStore category
ChilisChili\'s Grill & Bar6.2M4.3Lifestyle
D&B RewardsDave & Buster’s2.4M4.7Entertainment
Dickey\'s Barbecue PitDickey\'s Barbecue Pit370.6K4.7Food & Drink
Which WichWhich Wich343.9K4.7Lifestyle
7-Eleven SG7-Eleven Singapore240.2K3.9Shopping
Bruegger\'s BagelsBruegger’s232.3K4.3Food & Drink
Genghis GrillGenghis Grill145.4K3.9Food & Drink
Pizza Patrónpizza patrón106.5K4.7Food & Drink
Boston\'s Pizza USABoston\'s Pizza48.8K4.5Food & Drink
Super ChixSuper Chix31.5K4.9Food & 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 INDUSTRY

The Dallas food and agriculture market map

Explore the segments behind the headline numbers.

Expand panel +

Where companies are building

Rank segments by scale, hiring or disclosed funding.

Segment data unavailable0

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

SEGMENT TO EXPLORE

Segment data unavailable

The largest measured segment in this report snapshot.

0companies
0%have hiring activity

0 companies hiring · $0 disclosed funding

Explore in Radar

How companies make money

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

THE COMPANIES IN MOTION

Who is listing, hiring leaders, launching and winning work

Recorded corporate activity linked to companies in this landscape.

Expand panel +
Recent corporate headlines 10 dated reports
Mergers & acquisitionssscpmanagement.com ↗

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.

Mergers & acquisitionsbrueggers.com ↗

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.

Mergers & acquisitionsreddyice.com ↗

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.

Mergers & acquisitionsemporiumpies.com ↗

Dallas-based specialty coffee company White Rhino Coffee announced it has acquired fellow DFW business Emporium Pies, bringing two majority-women-owned chains together.

Mergers & acquisitionschilis.in ↗

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.

Mergers & acquisitionscainfood.com ↗

Cain Food Industries merges with Millbio after acquisition

Mergers & acquisitionsfriendlysrestaurants.com ↗

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.

Mergers & acquisitionssmoothieking.com ↗

Private equity firm Main Post Partners has taken a minority stake in Smoothie King, the Dallas-based smoothie chain said Thursday.

Mergers & acquisitionsdrinkpoppi.com ↗

PepsiCo, Inc. (NASDAQ: PEP) has officially closed the acquisition of fast‑growing prebiotic soda brand poppi for $1.95 billion.

Mergers & acquisitionsbrinker.com ↗

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.

Company announcements
101
Earnings
88
Leadership moves
60
Lawsuit
45
Mergers & acquisitions
30
Asset acquisitions
9
Funding rounds
6
New products
6
Contracts
6
Buyback
2
7 activity cards

Swipe or scroll horizontally to browse.

IPO pipeline

1 companies with recorded IPO activity

Twin Peaks ↗

IPO · Nasdaq4 reports

Leadership moves

18 tracked people moves

Brinker ↗
George Felix

Promotion Executive Vice President and Chief Marketing Officer

Twin Peaks ↗
Ken Kuick

Appointment Interim Chief Executive Officer

Brinker ↗
Steve Provost

Retirement Previously President of Maggiano’s Little Italy

Twin Peaks ↗
Clay Mingus

Resignation Previously Chief Legal Officer

Twin Peaks ↗
Joe Hummel

Resignation Previously Chief Executive Officer

Poppi ↗
Andy Judd

Departure Previously Chief Marketing Officer

Velvet Taco ↗
Formr CEO Clay Dover

Resignation Previously Chief Executive Officer

Velvet Taco ↗
Chris Schultz

Appointment Chief Executive Officer

Product launches

Products, platforms and features in the recorded window

Stryve ↗
High Steaks pet treats

Pet treats

Poppi ↗
Poppi

Soft drink

Poppi ↗
Raspberry Rose

Product

Litigation

41 tracked suits

Company
as you sow v sec

Shareholder proposal regulationRegulatory ·

Company
investor advocacy groups v sec

shareholder rights and corporate accountabilityRegulatory · Filed

Earnings pulse

Reported company results in the recorded window.

6companies
110period observations
2.8%median reported growth

Median across 99 reported growth observations; companies may contribute multiple periods.

Mergers and acquisitions

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

Acquirer → targetStatusDateValue / context
pepsico→Poppi ↗Completed2026-04-17$1.9B
SSCP Management→logan’s roadhouseAnnounced2026-03-24Not stated in snapshot
Reddy Ice Corporation→arctic glacierCompleted2026-02-18Not stated in snapshot
caribou coffee→Bruegger’s ↗Pending2026-02-03Not stated in snapshot
white rhino coffee→Emporium Pies ↗Announced2025-12-17Not stated in snapshot
Na→Chili’s ↗Announced2025-11-13Not stated in snapshot

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

PEOPLE & OPPORTUNITY

The talent market

1,166 postings in the preceding 12 months. The full 2,267-posting snapshot covers 54 employers.

Expand panel +

Most advertised job titles

Server183
General Manager101
Manager101
Team Member90
Shift Leader86
Restaurant Manager70
0 internship postings

0 tracked postings mention remote work.

The seniority mix

715 postings specify a level.

unspecified
1,552
manager
637
lead
45
senior
27
intern
4
entry
2

Skills employers mention

Top skills across 2,267 tracked postings in the available jobs snapshot.

Microsoft Office
19
Class A Commercial Driver’S License,Air Brake
17
Cash Handling
12
Dot Regulations
12
Motor Vehicle Inspections
12
Class B Commercial Vehicle
11
Class A Commercial Vehicle
11
Pos Cashier System
10
Blender
10
Excel
10
ADVERTISED PAY$33.7K/ year

Median across 107 postings with pay data, expressed in USD.

THE PEOPLE BUILDING THE FIELD

Founders and leaders

93 founders and chief executives across 67 companies.

Expand panel +
12 profiles

Swipe or scroll horizontally to browse.

Education networks

0 profiles with education records.

Prior employers

1 profiles with prior-work records.

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

NEWS INTELLIGENCE

How this industry appears in the news

7,258 articles in the measured 12-month window.

Expand panel +
7,258articles in the measured year
1,638articles in 2026Q1
74.5%positive tone in the latest complete year

News volume trends

Food and Agriculture coverage tagged Dallas · articles per complete quarter

08051,6092,4143,2192021Q2: 1,3852021Q22021Q3: 1,4322021Q4: 1,4092022Q1: 1,5642022Q2: 1,6652022Q22022Q3: 1,4322022Q4: 1,4772023Q1: 1,5692023Q2: 1,7622023Q22023Q3: 1,3922023Q4: 1,6462024Q1: 1,9902024Q2: 1,9542024Q22024Q3: 1,4822024Q4: 1,7162025Q1: 2,7992025Q2: 1,8182025Q22025Q3: 2,3642025Q4: 1,5152026Q1: 1,6382026Q1
View quarterly article counts
QuarterArticles
2021Q21,385
2021Q31,432
2021Q41,409
2022Q11,564
2022Q21,665
2022Q31,432
2022Q41,477
2023Q11,569
2023Q21,762
2023Q31,392
2023Q41,646
2024Q11,990
2024Q21,954
2024Q31,482
2024Q41,716
2025Q12,799
2025Q21,818
2025Q32,364
2025Q41,515
2026Q11,638

Article volume measures coverage, not market sales.

Tone of coverage over time

2021
3,151 positive · 47 neutral · 1,312 negative
2022
4,426 positive · 76 neutral · 1,624 negative
2023
4,887 positive · 69 neutral · 1,406 negative
2024
5,224 positive · 54 neutral · 1,853 negative
2025
6,320 positive · 104 neutral · 2,061 negative

Leading coverage topics

Food and Agriculture coverage tagged Dallas · 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 Dallas. 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 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
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 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
YearShare index
20221344.5
20231371.8
20241420.2
20251404.4
Economic Constraints on Agricultural TechnologyCommon problems researchers identify · 03

Economic Constraints on Agricultural Technology

29 papers

23.2% 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
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 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
YearShare index
2022389.6
2023372.3
2024270.2
2025197.4

Cautions

44 papers · 4 recurring themes
4 cards

Swipe or scroll horizontally to browse.

Sustainability Risks of Climate StrategiesCautions · 01

Sustainability Risks of Climate Strategies

16 papers

36.4% of this theme group

Authors caution that climate‑smart approaches may not guarantee long‑term 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
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 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
YearShare index
2022392.7
2023376.2
2024353.1
2025221.7
Health and Safety ConcernsCautions · 03

Health and Safety Concerns

8 papers

18.2% 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

Ecological Trade‑offs of IntensificationCautions · 04

Ecological Trade‑offs of Intensification

6 papers

13.6% 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
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 TechnologiesOpportunities · 01

Precision Farming Technologies

95 papers

30.4% 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
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

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
YearShare index
20222223.0
20232259.9
20242327.9
20252386.7
Advanced Agricultural RoboticsOpportunities · 03

Advanced Agricultural Robotics

55 papers

17.6% 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
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 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
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 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
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 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
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%37.4%
Problem-identifying19.8%9.9%
Descriptive16.9%17.0%
Breakthrough15.8%26.7%
Cautionary7.2%4.4%
Comparative2.9%3.7%
Critical1.5%1.0%

Concerns receiving less research attention

Counts and shares refer to the stated research pool. A low count describes how much of that research is recorded here, not the absence of a real-world concern.

Concern / example paperPapersShareRaised as a problemWorldwide share
Privacy & surveillanceThe State and Future of Smart Agriculture: Insights from mining social media61.01%2 (33.3%)1.19%
Labour & data workThe Impact of India’s Rural Employment Guarantee on Demand for Agricultural Technology50.84%2 (40.0%)0.21%
Energy & datacenter footprint00.0%0 (%)0.12%
Water use00.0%0 (%)0.0%
Carbon & emissions of compute00.0%0 (%)0.0%
Hardware, e-waste & supply chain00.0%0 (%)0.04%
Safety & misuse00.0%0 (%)0.0%
Bias & fairness00.0%0 (%)0.04%
Concentration of compute power00.0%0 (%)0.01%

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

UNDERSTAND THE LANDSCAPE

Food and Agriculture in 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 ↗
Coming soon