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Published Date: 2025-11-05 | Pages: 185 | Tables: 180 | Agriculture
The global AI Agronomist market is projected to grow from US$ million in 2024 to US$ million by 2031, at a CAGR of %(2025-2031), driven by critical product segments and diverse end‑use applications.
AI Agronomist is an agricultural AI intelligent management system that analyzes large-scale agronomic data to enhance crop management by integrating artificial intelligence technology and knowledge in the agricultural field. This helps farmers or agricultural professionals understand patterns affecting crop varieties and production performance on their specific farms and track climate trends to help farmers better adapt to a changing climate to help them make better decisions and improve agricultural production efficiency. Generally used in decision support systems, disease prediction, soil health, and smart irrigation.
From a downstream perspective, Farm accounted for % of 2024 revenue, surging to US$ million by 2031 (CAGR: % from 2025–2031).
AI Agronomist leading manufacturers including Thalavady, Farmers Edge, Agri1.ai, Bayer, Dagan Farm, ICA Inc, SAP, Farm21, MAZAOHUB, Yara, etc., dominate supply; the top five capture approximately % of global revenue, with Thalavady leading 2024 sales at US$ million.
Regional Outlook:
North America rose from US$ million in 2024 to a forecast US$ million by 2031 (CAGR %).
Asia‑Pacific will expand from US$ million to US$ million (CAGR %), led by China (US$ million in 2024, % share rising to % by 2031), Japan (CAGR %), South Korea (CAGR %), and Southeast Asia (CAGR %).
Europe is set to grow from US$ million to US$ million (CAGR %), with Germany projected to hit US$ million by 2031 (CAGR %).
Report Includes:
This definitive report equips CEOs, marketing directors, and investors with a 360° view of the global AI Agronomist market across value chain. It analyzes historical revenue data (2020–2024) and delivers forecasts through 2031, illuminating demand trends and growth drivers.
By segmenting the market by Type and by Application, the study quantifies market size, growth rates, niche opportunities, and substitution risks, and analyzes downstream customers distribution pattern.
Granular regional insights cover five major markets—North America, Europe, APAC, South America, and MEA—with in‑depth analysis of 20+ countries, detailing dominant products, competitive landscape, and downstream demand trends.
Critical competitive intelligence profiles players—revenue, margins, pricing strategies, and major customers—and dissects the top-player positioning across product lines, applications, and regions to reveal strategic strengths.
A concise Industry‑chain overview maps upstream, middlestream, and downstream distribution dynamics to identify strategic gaps and unmet demand.
Market Segmentation
By Company
Thalavady
Farmers Edge
Agri1.ai
Bayer
Dagan Farm
ICA Inc
SAP
Farm21
MAZAOHUB
Yara
AGRIVI
Cropin
AgriPilot.ai
FBN
Penergetic
Cropaia
CTP
Fermatagro
Manna Irrigation
Mucci
Huawei iCloud
AgriTalk Technology Inc
Yuyan Technology
Tuya Inc
TalentCloud
Sinochem Holdings
Batian Ecotypic Engineering
Kebai Sciences
Segment by Type
Decision Support System AI Agronomist
Disease Prediction AI Agronomist
Soil Health AI Agronomist
Smart Irrigation AI Agronomist
Segment by Application
Farm
Plant Factory
Greenhouse Cultivation
Others
Sales by Region
North America
United States
Canada
Mexico
Asia-Pacific
China
Japan
South Korea
India
Australia
Vietnam
Indonesia
Malaysia
Philippines
Singapore
Rest of Asia
Europe
Germany
U.K.
France
Italy
Spain
Benelux
Russia
Rest of Europe
Central and South America
Brazil
Argentina
Rest of South America
Middle East & Africa
GCC Countries
Egypt
Israel
South Africa
Rest of MEA
Chapter Outline
Chapter 1: Defines the AI Agronomist study scope, segments the market by Type and by Application, etc, highlights segment size and growth potential.
Chapter 2: Offers current market state, projects global revenue and sales to 2031, pinpointing high consumption regions and emerging market catalysts
Chapter 3: Dissects the player landscape—ranks by revenue and profitability, details Player performance by product type and evaluates concentration alongside M&A moves.
Chapter 4: Unlocks high margin product segments—compares revenue, ASP, and technology differentiators, highlighting growth niches and substitution risks
Chapter 5: Targets downstream market opportunities—evaluates market size by Application, identifies emerging use cases, and profiles leading customers by region and by Application.
Chapter 6: North America—breaks down market size by Type, by Application and country, profiles key players and assesses growth drivers and barriers.
Chapter 7: Europe—analyses regional market by Type, by Application and players, flagging drivers and barriers.
Chapter 8: Asia Pacific—quantifies market size by Type, by Application, and region/country, profiles top players, and uncovers high potential expansion areas.
Chapter 9: Central & South America—measures market size by Type, by Application, and country, profiles top players, and identifies investment opportunities and challenges.
Chapter 10: Middle East and Africa—evaluates market size by Type, by Application, and country, profiles key players, and outlines investment prospects and market hurdles
Chapter 11: Profiles players in depth—details product specs, revenue, margins; Top-tier players 2024 sales breakdowns by Product type, by Application, by region SWOT analysis, and recent strategic developments.
Chapter 12: Industry chain—analyses upstream, cost drivers, plus downstream channels.
Chapter 13: Market dynamics—explores drivers, restraints, regulatory impacts, and risk mitigation strategies.
Chapter 14: Actionable conclusions and strategic recommendations.
Why This Report:
Beyond standard market data, this analysis provides a clear profitability roadmap—empowering you to:
Allocate capital strategically to high growth regions (Chapters 6–10) and margin rich segments (Chapter 5).
Negotiate from strength with suppliers (Chapter 12) and customers (Chapter 5) using cost and demand intelligence.
Outmaneuver competitors with granular insights into their operations, margins, and strategies (Chapters 3 and 11).
Capitalize on the projected billion‑dollar opportunity with data‑driven regional and segment tactics (Chapter 12-14).
Leverage this 360° intelligence to turn market complexity into actionable competitive advantage.
Research Methodology
The research methodology employed has been subjected by numerous procedures in order to guarantee the quality and accuracy of the data contained within the reports. The analysts are employed full-time and received more than six months training to satisfy the standard of our company. Our methodology can be divided into five stages:
★Stage 1 SECONDARY RESEARCH
The research team first collaborates with magazines, trade associations and administrative departments in the research field. The information provided by our internal documentation service is helpful for our further research. Our team has a wealth of experience and knowledge, and can effectively extract accurate information from existing resources.
★Stage 2 PRIMARY RESEARCH:INTERVIEWS WITH TRADE SOURCES
After the first stage, the research team conducts a large number of face-to-face or telephone interviews with representative companies working in the research field. Analysts are trying to have an opportunity to talk to leading companies and small companies in the field. Upstream suppliers, manufacturers, distributors, importers, installers, wholesalers and consumers were included in the interview. The data collected during the interview were then carefully examined and compared with the secondary study.
★Stage 3 ANALYSIS OF THE GATHERED DATA
The analysis team examines and synthesizes the data collected in the first two stages. In order to validate the data, a second round of interviews can be conducted.
★Stage 4 QUANTITATIVE DATA
The quantitative data such as market estimates, production and capacity of manufacturer, market forecasts and investment feasibility is provided by our company. The data is based on the estimates obtained during stage 3.
★Stage 5 QUALITY CONTROL
Before publishing, each report undergoes a rigorous review and editing process, which is done by the experience management team to ensure the reliability of the published data. Every analyst on the research team receives support and continuous training as part of our internal quality process.
1 Study Coverage
1.1 Introduction to AI Agronomist: Definition, Properties, and Key Attributes
1.2 Market Segmentation by Type
1.2.1 Global AI Agronomist Market Size by Type, 2020 VS 2024 VS 2031
1.2.2 Decision Support System AI Agronomist
1.2.3 Disease Prediction AI Agronomist
1.2.4 Soil Health AI Agronomist
1.2.5 Smart Irrigation AI Agronomist
1.3 Market Segmentation by Application
1.3.1 Global AI Agronomist Market Size by Application, 2020 VS 2024 VS 2031
1.3.2 Farm
1.3.3 Plant Factory
1.3.4 Greenhouse Cultivation
1.3.5 Others
1.4 Assumptions and Limitations
1.5 Study Objectives
1.6 Years Considered
2 Executive Summary
2.1 Global AI Agronomist Revenue Estimates and Forecasts 2020-2031
2.2 Global AI Agronomist Revenue by Region
2.2.1 Revenue Comparison: 2020 VS 2024 VS 2031
2.2.2 Historical and Forecasted Revenue by Region (2020-2031)
2.2.3 Global Revenue Market Share by Region (2020-2031)
2.2.4 Emerging Market Focus: Growth Drivers & Investment Trends
3 Competition by Players
3.1 Global AI Agronomist Player Revenue Rankings and Profitability
3.1.1 Global Revenue (Value) by Players (2020-2025)
3.1.2 Global Key Player Revenue Ranking (2023 vs. 2024)
3.1.3 Revenue-Based Tier Segmentation (Tier 1, Tier 2, and Tier 3)
3.1.4 Gross Margin by Top Player (2020 VS 2024)
3.2 Global AI Agronomist Companies Headquarters and Service Footprint
3.3 Main Product Type Market Size by Players
3.3.1 Decision Support System AI Agronomist Market Size by Players
3.3.2 Disease Prediction AI Agronomist Market Size by Players
3.3.3 Soil Health AI Agronomist Market Size by Players
3.3.4 Smart Irrigation AI Agronomist Market Size by Players
3.4 Global AI Agronomist Market Concentration and Dynamics
3.4.1 Global Market Concentration (CR5 and HHI)
3.4.2 Entrant/Exit Impact Analysis
3.4.3 Strategic Moves: M&A, Expansion, R&D Investment
4 Global Product Segmentation Analysis
4.1 Global AI Agronomist Revenue Trends by Type
4.1.1 Global Historical and Forecasted Revenue by Type (2020-2031)
4.1.2 Global Revenue Market Share by Type (2020-2031)
4.2 Key Product Attributes and Differentiation
4.3 Subtype Dynamics: Growth Leaders, Profitability and Risk
4.3.1 High-Growth Niches and Adoption Drivers
4.3.2 Profitability Hotspots and Cost Drivers
4.3.3 Substitution Threats
5 Global Downstream Application Analysis
5.1 Global AI Agronomist Revenue by Application
5.1.1 Global Historical and Forecasted Revenue by Application (2020-2031)
5.1.2 Revenue Market Share by Application (2020-2031)
5.1.3 High-Growth Application Identification
5.1.4 Emerging Application Case Studies
5.2 Downstream Customer Analysis
5.2.1 Top Customers by Region
5.2.2 Top Customers by Application
6 North America
6.1 North America Market Size (2020-2031)
6.2 North America Key Players Revenue in 2024
6.3 North America AI Agronomist Market Size by Type (2020-2031)
6.4 North America AI Agronomist Market Size by Application (2020-2031)
6.5 North America Growth Accelerators and Market Barriers
6.6 North America AI Agronomist Market Size by Country
6.6.1 North America Revenue Trends by Country
6.6.2 US
6.6.3 Canada
6.6.4 Mexico
7 Europe
7.1 Europe Market Size (2020-2031)
7.2 Europe Key Players Revenue in 2024
7.3 Europe AI Agronomist Market Size by Type (2020-2031)
7.4 Europe AI Agronomist Market Size by Application (2020-2031)
7.5 Europe Growth Accelerators and Market Barriers
7.6 Europe AI Agronomist Market Size by Country
7.6.1 Europe Revenue Trends by Country
7.6.2 Germany
7.6.3 France
7.6.4 U.K.
7.6.5 Italy
7.6.6 Russia
8 Asia-Pacific
8.1 Asia-Pacific Market Size (2020-2031)
8.2 Asia-Pacific Key Players Revenue in 2024
8.3 Asia-Pacific AI Agronomist Market Size by Type (2020-2031)
8.4 Asia-Pacific AI Agronomist Market Size by Application (2020-2031)
8.5 Asia-Pacific Growth Accelerators and Market Barriers
8.6 Asia-Pacific AI Agronomist Market Size by Region
8.6.1 Asia-Pacific Revenue Trends by Region
8.7 China
8.8 Japan
8.9 South Korea
8.10 Australia
8.11 India
8.12 Southeast Asia
8.12.1 Indonesia
8.12.2 Vietnam
8.12.3 Malaysia
8.12.4 Philippines
8.12.5 Singapore
9 Central and South America
9.1 Central and South America Market Size (2020-2031)
9.2 Central and South America Key Players Revenue in 2024
9.3 Central and South America AI Agronomist Market Size by Type (2020-2031)
9.4 Central and South America AI Agronomist Market Size by Application (2020-2031)
9.5 Central and South America Investment Opportunities and Key Challenges
9.6 Central and South America AI Agronomist Market Size by Country
9.6.1 Central and South America Revenue Trends by Country (2020 VS 2024 VS 2031)
9.6.2 Brazil
9.6.3 Argentina
10 Middle East and Africa
10.1 Middle East and Africa Market Size (2020-2031)
10.2 Middle East and Africa Key Players Revenue in 2024
10.3 Middle East and Africa AI Agronomist Market Size by Type (2020-2031)
10.4 Middle East and Africa AI Agronomist Market Size by Application (2020-2031)
10.5 Middle East and Africa Investment Opportunities and Key Challenges
10.6 Middle East and Africa AI Agronomist Market Size by Country
10.6.1 Middle East and Africa Revenue Trends by Country (2020 VS 2024 VS 2031)
10.6.2 GCC Countries
10.6.3 Israel
10.6.4 Egypt
10.6.5 South Africa
11 Corporate Profile
11.1 Thalavady
11.1.1 Thalavady Corporation Information
11.1.2 Thalavady Business Overview
11.1.3 Thalavady AI Agronomist Product Features and Attributes
11.1.4 Thalavady AI Agronomist Revenue and Gross Margin (2020-2025)
11.1.5 Thalavady AI Agronomist Revenue by Product in 2024
11.1.6 Thalavady AI Agronomist Revenue by Application in 2024
11.1.7 Thalavady AI Agronomist Revenue by Geographic Area in 2024
11.1.8 Thalavady AI Agronomist SWOT Analysis
11.1.9 Thalavady Recent Developments
11.2 Farmers Edge
11.2.1 Farmers Edge Corporation Information
11.2.2 Farmers Edge Business Overview
11.2.3 Farmers Edge AI Agronomist Product Features and Attributes
11.2.4 Farmers Edge AI Agronomist Revenue and Gross Margin (2020-2025)
11.2.5 Farmers Edge AI Agronomist Revenue by Product in 2024
11.2.6 Farmers Edge AI Agronomist Revenue by Application in 2024
11.2.7 Farmers Edge AI Agronomist Revenue by Geographic Area in 2024
11.2.8 Farmers Edge AI Agronomist SWOT Analysis
11.2.9 Farmers Edge Recent Developments
11.3 Agri1.ai
11.3.1 Agri1.ai Corporation Information
11.3.2 Agri1.ai Business Overview
11.3.3 Agri1.ai AI Agronomist Product Features and Attributes
11.3.4 Agri1.ai AI Agronomist Revenue and Gross Margin (2020-2025)
11.3.5 Agri1.ai AI Agronomist Revenue by Product in 2024
11.3.6 Agri1.ai AI Agronomist Revenue by Application in 2024
11.3.7 Agri1.ai AI Agronomist Revenue by Geographic Area in 2024
11.3.8 Agri1.ai AI Agronomist SWOT Analysis
11.3.9 Agri1.ai Recent Developments
11.4 Bayer
11.4.1 Bayer Corporation Information
11.4.2 Bayer Business Overview
11.4.3 Bayer AI Agronomist Product Features and Attributes
11.4.4 Bayer AI Agronomist Revenue and Gross Margin (2020-2025)
11.4.5 Bayer AI Agronomist Revenue by Product in 2024
11.4.6 Bayer AI Agronomist Revenue by Application in 2024
11.4.7 Bayer AI Agronomist Revenue by Geographic Area in 2024
11.4.8 Bayer AI Agronomist SWOT Analysis
11.4.9 Bayer Recent Developments
11.5 Dagan Farm
11.5.1 Dagan Farm Corporation Information
11.5.2 Dagan Farm Business Overview
11.5.3 Dagan Farm AI Agronomist Product Features and Attributes
11.5.4 Dagan Farm AI Agronomist Revenue and Gross Margin (2020-2025)
11.5.5 Dagan Farm AI Agronomist Revenue by Product in 2024
11.5.6 Dagan Farm AI Agronomist Revenue by Application in 2024
11.5.7 Dagan Farm AI Agronomist Revenue by Geographic Area in 2024
11.5.8 Dagan Farm AI Agronomist SWOT Analysis
11.5.9 Dagan Farm Recent Developments
11.6 ICA Inc
11.6.1 ICA Inc Corporation Information
11.6.2 ICA Inc Business Overview
11.6.3 ICA Inc AI Agronomist Product Features and Attributes
11.6.4 ICA Inc AI Agronomist Revenue and Gross Margin (2020-2025)
11.6.5 ICA Inc Recent Developments
11.7 SAP
11.7.1 SAP Corporation Information
11.7.2 SAP Business Overview
11.7.3 SAP AI Agronomist Product Features and Attributes
11.7.4 SAP AI Agronomist Revenue and Gross Margin (2020-2025)
11.7.5 SAP Recent Developments
11.8 Farm21
11.8.1 Farm21 Corporation Information
11.8.2 Farm21 Business Overview
11.8.3 Farm21 AI Agronomist Product Features and Attributes
11.8.4 Farm21 AI Agronomist Revenue and Gross Margin (2020-2025)
11.8.5 Farm21 Recent Developments
11.9 MAZAOHUB
11.9.1 MAZAOHUB Corporation Information
11.9.2 MAZAOHUB Business Overview
11.9.3 MAZAOHUB AI Agronomist Product Features and Attributes
11.9.4 MAZAOHUB AI Agronomist Revenue and Gross Margin (2020-2025)
11.9.5 MAZAOHUB Recent Developments
11.10 Yara
11.10.1 Yara Corporation Information
11.10.2 Yara Business Overview
11.10.3 Yara AI Agronomist Product Features and Attributes
11.10.4 Yara AI Agronomist Revenue and Gross Margin (2020-2025)
11.10.5 Company Ten Recent Developments
11.11 AGRIVI
11.11.1 AGRIVI Corporation Information
11.11.2 AGRIVI Business Overview
11.11.3 AGRIVI AI Agronomist Product Features and Attributes
11.11.4 AGRIVI AI Agronomist Revenue and Gross Margin (2020-2025)
11.11.5 AGRIVI Recent Developments
11.12 Cropin
11.12.1 Cropin Corporation Information
11.12.2 Cropin Business Overview
11.12.3 Cropin AI Agronomist Product Features and Attributes
11.12.4 Cropin AI Agronomist Revenue and Gross Margin (2020-2025)
11.12.5 Cropin Recent Developments
11.13 AgriPilot.ai
11.13.1 AgriPilot.ai Corporation Information
11.13.2 AgriPilot.ai Business Overview
11.13.3 AgriPilot.ai AI Agronomist Product Features and Attributes
11.13.4 AgriPilot.ai AI Agronomist Revenue and Gross Margin (2020-2025)
11.13.5 AgriPilot.ai Recent Developments
11.14 FBN
11.14.1 FBN Corporation Information
11.14.2 FBN Business Overview
11.14.3 FBN AI Agronomist Product Features and Attributes
11.14.4 FBN AI Agronomist Revenue and Gross Margin (2020-2025)
11.14.5 FBN Recent Developments
11.15 Penergetic
11.15.1 Penergetic Corporation Information
11.15.2 Penergetic Business Overview
11.15.3 Penergetic AI Agronomist Product Features and Attributes
11.15.4 Penergetic AI Agronomist Revenue and Gross Margin (2020-2025)
11.15.5 Penergetic Recent Developments
11.16 Cropaia
11.16.1 Cropaia Corporation Information
11.16.2 Cropaia Business Overview
11.16.3 Cropaia AI Agronomist Product Features and Attributes
11.16.4 Cropaia AI Agronomist Revenue and Gross Margin (2020-2025)
11.16.5 Cropaia Recent Developments
11.17 CTP
11.17.1 CTP Corporation Information
11.17.2 CTP Business Overview
11.17.3 CTP AI Agronomist Product Features and Attributes
11.17.4 CTP AI Agronomist Revenue and Gross Margin (2020-2025)
11.17.5 CTP Recent Developments
11.18 Fermatagro
11.18.1 Fermatagro Corporation Information
11.18.2 Fermatagro Business Overview
11.18.3 Fermatagro AI Agronomist Product Features and Attributes
11.18.4 Fermatagro AI Agronomist Revenue and Gross Margin (2020-2025)
11.18.5 Fermatagro Recent Developments
11.19 Manna Irrigation
11.19.1 Manna Irrigation Corporation Information
11.19.2 Manna Irrigation Business Overview
11.19.3 Manna Irrigation AI Agronomist Product Features and Attributes
11.19.4 Manna Irrigation AI Agronomist Revenue and Gross Margin (2020-2025)
11.19.5 Manna Irrigation Recent Developments
11.20 Mucci
11.20.1 Mucci Corporation Information
11.20.2 Mucci Business Overview
11.20.3 Mucci AI Agronomist Product Features and Attributes
11.20.4 Mucci AI Agronomist Revenue and Gross Margin (2020-2025)
11.20.5 Mucci Recent Developments
11.21 Huawei iCloud
11.21.1 Huawei iCloud Corporation Information
11.21.2 Huawei iCloud Business Overview
11.21.3 Huawei iCloud AI Agronomist Product Features and Attributes
11.21.4 Huawei iCloud AI Agronomist Revenue and Gross Margin (2020-2025)
11.21.5 Huawei iCloud Recent Developments
11.22 AgriTalk Technology Inc
11.22.1 AgriTalk Technology Inc Corporation Information
11.22.2 AgriTalk Technology Inc Business Overview
11.22.3 AgriTalk Technology Inc AI Agronomist Product Features and Attributes
11.22.4 AgriTalk Technology Inc AI Agronomist Revenue and Gross Margin (2020-2025)
11.22.5 AgriTalk Technology Inc Recent Developments
11.23 Yuyan Technology
11.23.1 Yuyan Technology Corporation Information
11.23.2 Yuyan Technology Business Overview
11.23.3 Yuyan Technology AI Agronomist Product Features and Attributes
11.23.4 Yuyan Technology AI Agronomist Revenue and Gross Margin (2020-2025)
11.23.5 Yuyan Technology Recent Developments
11.24 Tuya Inc
11.24.1 Tuya Inc Corporation Information
11.24.2 Tuya Inc Business Overview
11.24.3 Tuya Inc AI Agronomist Product Features and Attributes
11.24.4 Tuya Inc AI Agronomist Revenue and Gross Margin (2020-2025)
11.24.5 Tuya Inc Recent Developments
11.25 TalentCloud
11.25.1 TalentCloud Corporation Information
11.25.2 TalentCloud Business Overview
11.25.3 TalentCloud AI Agronomist Product Features and Attributes
11.25.4 TalentCloud AI Agronomist Revenue and Gross Margin (2020-2025)
11.25.5 TalentCloud Recent Developments
11.26 Sinochem Holdings
11.26.1 Sinochem Holdings Corporation Information
11.26.2 Sinochem Holdings Business Overview
11.26.3 Sinochem Holdings AI Agronomist Product Features and Attributes
11.26.4 Sinochem Holdings AI Agronomist Revenue and Gross Margin (2020-2025)
11.26.5 Sinochem Holdings Recent Developments
11.27 Batian Ecotypic Engineering
11.27.1 Batian Ecotypic Engineering Corporation Information
11.27.2 Batian Ecotypic Engineering Business Overview
11.27.3 Batian Ecotypic Engineering AI Agronomist Product Features and Attributes
11.27.4 Batian Ecotypic Engineering AI Agronomist Revenue and Gross Margin (2020-2025)
11.27.5 Batian Ecotypic Engineering Recent Developments
11.28 Kebai Sciences
11.28.1 Kebai Sciences Corporation Information
11.28.2 Kebai Sciences Business Overview
11.28.3 Kebai Sciences AI Agronomist Product Features and Attributes
11.28.4 Kebai Sciences AI Agronomist Revenue and Gross Margin (2020-2025)
11.28.5 Kebai Sciences Recent Developments
12 AI AgronomistIndustry Chain Analysis
12.1 AI Agronomist Industry Chain
12.2 Upstream Analysis
12.2.1 Upstream Key Suppliers
12.3 Middlestream Analysis
12.4 Downstream Sales Model and Distribution Networks
12.4.1 Sales Channels
12.4.2 Distributors
13 AI Agronomist Market Dynamics
13.1 Industry Trends and Evolution
13.2 Market Growth Drivers and Emerging Opportunities
13.3 Market Challenges, Risks, and Restraints
14 Key Findings in the Global AI Agronomist Study
15 Appendix
15.1 Research Methodology
15.1.1 Methodology/Research Approach
15.1.1.1 Research Programs/Design
15.1.1.2 Market Size Estimation
15.1.1.3 Market Breakdown and Data Triangulation
15.1.2 Data Source
15.1.2.1 Secondary Sources
15.1.2.2 Primary Sources
15.2 Author Details
List of Tables
Table 1. Global AI Agronomist Market Size Growth Rate by Type, 2020 VS 2024 VS 2031 (US$ Million)
Table 2. Global AI Agronomist Market Size Growth Rate by Application, 2020 VS 2024 VS 2031 (US$ Million)
Table 3. Global AI Agronomist Revenue Grow Rate (CAGR) by Region: 2020 VS 2024 VS 2031 (US$ Million)
Table 4. Global AI Agronomist Revenue by Region (2020-2025) & (US$ Million)
Table 5. Global AI Agronomist Revenue by Region (2026-2031) & (US$ Million)
Table 6. Emerging Market Revenue Grow Rate (CAGR) by Country (2020 VS 2024 VS 2031) (US$ Million)
Table 7. Global AI Agronomist Revenue by Players (2020-2025) & (US$ Million)
Table 8. Global AI Agronomist Revenue Market Share by Players (2020-2025)
Table 9. Global Key Players’Ranking Shift (2023 vs. 2024) (Based on Revenue)
Table 10. Global AI Agronomist by Player Tier (Tier 1, Tier 2, and Tier 3) & (based on the Revenue in AI Agronomist as of 2024)
Table 11. Global AI Agronomist Average Gross Margin (%) by Player (2020 VS 2024)
Table 12. Global AI Agronomist Companies Headquarters
Table 13. Global AI Agronomist Market Concentration Ratio (CR5 and HHI)
Table 14. Key Market Entrant/Exit (2020-2024) – Drivers & Impact Analysis
Table 15. Key Mergers & Acquisitions, Expansion Plans, R&D Investment
Table 16. Global AI Agronomist Revenue by Type (2020-2025) & (US$ Million)
Table 17. Global AI Agronomist Revenue by Type (2026-2031) & (US$ Million)
Table 18. Key Product Attributes and Differentiation
Table 19. Global AI Agronomist Revenue by Application (2020-2025) & (US$ Million)
Table 20. Global AI Agronomist Revenue by Application (2026-2031) & (US$ Million)
Table 21. AI Agronomist High-Growth Sectors Demand CAGR (2024-2031)
Table 22. Top Customers by Region
Table 23. Top Customers by Application
Table 24. North America AI Agronomist Growth Accelerators and Market Barriers
Table 25. North America AI Agronomist Revenue Grow Rate (CAGR) by Country (2020 VS 2024 VS 2031) (US$ Million)
Table 26. Europe AI Agronomist Growth Accelerators and Market Barriers
Table 27. Europe AI Agronomist Revenue Grow Rate (CAGR) by Country: 2020 VS 2024 VS 2031 (US$ Million)
Table 28. Asia-Pacific AI Agronomist Growth Accelerators and Market Barriers
Table 29. Asia-Pacific AI Agronomist Revenue Grow Rate (CAGR) by Region: 2020 VS 2024 VS 2031 (US$ Million)
Table 30. Central and South America AI Agronomist Investment Opportunities and Key Challenges
Table 31. Central and South America AI Agronomist Revenue Grow Rate (CAGR) by Country (2020 VS 2024 VS 2031) (US$ Million)
Table 32. Middle East and Africa AI Agronomist Investment Opportunities and Key Challenges
Table 33. Middle East and Africa AI Agronomist Revenue Grow Rate (CAGR) by Country (2020 VS 2024 VS 2031) (US$ Million)
Table 34. Thalavady Corporation Information
Table 35. Thalavady Description and Major Businesses
Table 36. Thalavady Product Features and Attributes
Table 37. Thalavady Revenue (US$ Million) and Gross Margin (2020-2025)
Table 38. Thalavady Revenue Proportion by Product in 2024
Table 39. Thalavady Revenue Proportion by Application in 2024
Table 40. Thalavady Revenue Proportion by Geographic Area in 2024
Table 41. Thalavady AI Agronomist SWOT Analysis
Table 42. Thalavady Recent Developments
Table 43. Farmers Edge Corporation Information
Table 44. Farmers Edge Description and Major Businesses
Table 45. Farmers Edge Product Features and Attributes
Table 46. Farmers Edge Revenue (US$ Million) and Gross Margin (2020-2025)
Table 47. Farmers Edge Revenue Proportion by Product in 2024
Table 48. Farmers Edge Revenue Proportion by Application in 2024
Table 49. Farmers Edge Revenue Proportion by Geographic Area in 2024
Table 50. Farmers Edge AI Agronomist SWOT Analysis
Table 51. Farmers Edge Recent Developments
Table 52. Agri1.ai Corporation Information
Table 53. Agri1.ai Description and Major Businesses
Table 54. Agri1.ai Product Features and Attributes
Table 55. Agri1.ai Revenue (US$ Million) and Gross Margin (2020-2025)
Table 56. Agri1.ai Revenue Proportion by Product in 2024
Table 57. Agri1.ai Revenue Proportion by Application in 2024
Table 58. Agri1.ai Revenue Proportion by Geographic Area in 2024
Table 59. Agri1.ai AI Agronomist SWOT Analysis
Table 60. Agri1.ai Recent Developments
Table 61. Bayer Corporation Information
Table 62. Bayer Description and Major Businesses
Table 63. Bayer Product Features and Attributes
Table 64. Bayer Revenue (US$ Million) and Gross Margin (2020-2025)
Table 65. Bayer Revenue Proportion by Product in 2024
Table 66. Bayer Revenue Proportion by Application in 2024
Table 67. Bayer Revenue Proportion by Geographic Area in 2024
Table 68. Bayer AI Agronomist SWOT Analysis
Table 69. Bayer Recent Developments
Table 70. Dagan Farm Corporation Information
Table 71. Dagan Farm Description and Major Businesses
Table 72. Dagan Farm Product Features and Attributes
Table 73. Dagan Farm Revenue (US$ Million) and Gross Margin (2020-2025)
Table 74. Dagan Farm Revenue Proportion by Product in 2024
Table 75. Dagan Farm Revenue Proportion by Application in 2024
Table 76. Dagan Farm Revenue Proportion by Geographic Area in 2024
Table 77. Dagan Farm AI Agronomist SWOT Analysis
Table 78. Dagan Farm Recent Developments
Table 79. ICA Inc Corporation Information
Table 80. ICA Inc Description and Major Businesses
Table 81. ICA Inc Product Features and Attributes
Table 82. ICA Inc Revenue (US$ Million) and Gross Margin (2020-2025)
Table 83. ICA Inc Recent Developments
Table 84. SAP Corporation Information
Table 85. SAP Description and Major Businesses
Table 86. SAP Product Features and Attributes
Table 87. SAP Revenue (US$ Million) and Gross Margin (2020-2025)
Table 88. SAP Recent Developments
Table 89. Farm21 Corporation Information
Table 90. Farm21 Description and Major Businesses
Table 91. Farm21 Product Features and Attributes
Table 92. Farm21 Revenue (US$ Million) and Gross Margin (2020-2025)
Table 93. Farm21 Recent Developments
Table 94. MAZAOHUB Corporation Information
Table 95. MAZAOHUB Description and Major Businesses
Table 96. MAZAOHUB Product Features and Attributes
Table 97. MAZAOHUB Revenue (US$ Million) and Gross Margin (2020-2025)
Table 98. MAZAOHUB Recent Developments
Table 99. Yara Corporation Information
Table 100. Yara Description and Major Businesses
Table 101. Yara Product Features and Attributes
Table 102. Yara Revenue (US$ Million) and Gross Margin (2020-2025)
Table 103. Yara Recent Developments
Table 104. AGRIVI Corporation Information
Table 105. AGRIVI Description and Major Businesses
Table 106. AGRIVI Product Features and Attributes
Table 107. AGRIVI Revenue (US$ Million) and Gross Margin (2020-2025)
Table 108. AGRIVI Recent Developments
Table 109. Cropin Corporation Information
Table 110. Cropin Description and Major Businesses
Table 111. Cropin Product Features and Attributes
Table 112. Cropin Revenue (US$ Million) and Gross Margin (2020-2025)
Table 113. Cropin Recent Developments
Table 114. AgriPilot.ai Corporation Information
Table 115. AgriPilot.ai Description and Major Businesses
Table 116. AgriPilot.ai Product Features and Attributes
Table 117. AgriPilot.ai Revenue (US$ Million) and Gross Margin (2020-2025)
Table 118. AgriPilot.ai Recent Developments
Table 119. FBN Corporation Information
Table 120. FBN Description and Major Businesses
Table 121. FBN Product Features and Attributes
Table 122. FBN Revenue (US$ Million) and Gross Margin (2020-2025)
Table 123. FBN Recent Developments
Table 124. Penergetic Corporation Information
Table 125. Penergetic Description and Major Businesses
Table 126. Penergetic Product Features and Attributes
Table 127. Penergetic Revenue (US$ Million) and Gross Margin (2020-2025)
Table 128. Penergetic Recent Developments
Table 129. Cropaia Corporation Information
Table 130. Cropaia Description and Major Businesses
Table 131. Cropaia Product Features and Attributes
Table 132. Cropaia Revenue (US$ Million) and Gross Margin (2020-2025)
Table 133. Cropaia Recent Developments
Table 134. CTP Corporation Information
Table 135. CTP Description and Major Businesses
Table 136. CTP Product Features and Attributes
Table 137. CTP Revenue (US$ Million) and Gross Margin (2020-2025)
Table 138. CTP Recent Developments
Table 139. Fermatagro Corporation Information
Table 140. Fermatagro Description and Major Businesses
Table 141. Fermatagro Product Features and Attributes
Table 142. Fermatagro Revenue (US$ Million) and Gross Margin (2020-2025)
Table 143. Fermatagro Recent Developments
Table 144. Manna Irrigation Corporation Information
Table 145. Manna Irrigation Description and Major Businesses
Table 146. Manna Irrigation Product Features and Attributes
Table 147. Manna Irrigation Revenue (US$ Million) and Gross Margin (2020-2025)
Table 148. Manna Irrigation Recent Developments
Table 149. Mucci Corporation Information
Table 150. Mucci Description and Major Businesses
Table 151. Mucci Product Features and Attributes
Table 152. Mucci Revenue (US$ Million) and Gross Margin (2020-2025)
Table 153. Mucci Recent Developments
Table 154. Huawei iCloud Corporation Information
Table 155. Huawei iCloud Description and Major Businesses
Table 156. Huawei iCloud Product Features and Attributes
Table 157. Huawei iCloud Revenue (US$ Million) and Gross Margin (2020-2025)
Table 158. Huawei iCloud Recent Developments
Table 159. AgriTalk Technology Inc Corporation Information
Table 160. AgriTalk Technology Inc Description and Major Businesses
Table 161. AgriTalk Technology Inc Product Features and Attributes
Table 162. AgriTalk Technology Inc Revenue (US$ Million) and Gross Margin (2020-2025)
Table 163. AgriTalk Technology Inc Recent Developments
Table 164. Yuyan Technology Corporation Information
Table 165. Yuyan Technology Description and Major Businesses
Table 166. Yuyan Technology Product Features and Attributes
Table 167. Yuyan Technology Revenue (US$ Million) and Gross Margin (2020-2025)
Table 168. Yuyan Technology Recent Developments
Table 169. Tuya Inc Corporation Information
Table 170. Tuya Inc Description and Major Businesses
Table 171. Tuya Inc Product Features and Attributes
Table 172. Tuya Inc Revenue (US$ Million) and Gross Margin (2020-2025)
Table 173. Tuya Inc Recent Developments
Table 174. TalentCloud Corporation Information
Table 175. TalentCloud Description and Major Businesses
Table 176. TalentCloud Product Features and Attributes
Table 177. TalentCloud Revenue (US$ Million) and Gross Margin (2020-2025)
Table 178. TalentCloud Recent Developments
Table 179. Sinochem Holdings Corporation Information
Table 180. Sinochem Holdings Description and Major Businesses
Table 181. Sinochem Holdings Product Features and Attributes
Table 182. Sinochem Holdings Revenue (US$ Million) and Gross Margin (2020-2025)
Table 183. Sinochem Holdings Recent Developments
Table 184. Batian Ecotypic Engineering Corporation Information
Table 185. Batian Ecotypic Engineering Description and Major Businesses
Table 186. Batian Ecotypic Engineering Product Features and Attributes
Table 187. Batian Ecotypic Engineering Revenue (US$ Million) and Gross Margin (2020-2025)
Table 188. Batian Ecotypic Engineering Recent Developments
Table 189. Kebai Sciences Corporation Information
Table 190. Kebai Sciences Description and Major Businesses
Table 191. Kebai Sciences Product Features and Attributes
Table 192. Kebai Sciences Revenue (US$ Million) and Gross Margin (2020-2025)
Table 193. Kebai Sciences Recent Developments
Table 194. Raw Materials Key Suppliers
Table 195. Distributors List
Table 196. Market Trends and Market Evolution
Table 197. Market Drivers and Opportunities
Table 198. Market Challenges, Risks, and Restraints
Table 199. Research Programs/Design for This Report
Table 200. Key Data Information from Secondary Sources
Table 201. Key Data Information from Primary Sources
List of Figures
Figure 1. AI Agronomist Product Picture
Figure 2. Global AI Agronomist Market Size Growth Rate by Type, 2020 VS 2024 VS 2031 (US$ Million)
Figure 3. Decision Support System AI Agronomist Product Picture
Figure 4. Disease Prediction AI Agronomist Product Picture
Figure 5. Soil Health AI Agronomist Product Picture
Figure 6. Smart Irrigation AI Agronomist Product Picture
Figure 7. Global AI Agronomist Market Size Growth Rate by Application, 2020 VS 2024 VS 2031 (US$ Million)
Figure 8. Farm
Figure 9. Plant Factory
Figure 10. Greenhouse Cultivation
Figure 11. Others
Figure 12. AI Agronomist Report Years Considered
Figure 13. Global AI Agronomist Revenue, (US$ Million), 2020 VS 2024 VS 2031
Figure 14. Global AI Agronomist Revenue (2020-2031) & (US$ Million)
Figure 15. Global AI Agronomist Revenue (CAGR) by Region: 2020 VS 2024 VS 2031 (US$ Million)
Figure 16. Global AI Agronomist Revenue Market Share by Region (2020-2031)
Figure 17. Global AI Agronomist Revenue Market Share Ranking (2024)
Figure 18. Tier Distribution by Revenue Contribution (2020 VS 2024)
Figure 19. Decision Support System AI Agronomist Revenue Market Share by Player in 2024
Figure 20. Disease Prediction AI Agronomist Revenue Market Share by Player in 2024
Figure 21. Soil Health AI Agronomist Revenue Market Share by Player in 2024
Figure 22. Smart Irrigation AI Agronomist Revenue Market Share by Player in 2024
Figure 23. Global AI Agronomist Revenue Market Share by Type (2020-2031)
Figure 24. Global AI Agronomist Revenue Market Share by Application (2020-2031)
Figure 25. North America AI Agronomist Revenue YoY (2020-2031) & (US$ Million)
Figure 26. North America Top 5 Players AI Agronomist Revenue (US$ Million) in 2024
Figure 27. North America AI Agronomist Revenue (US$ Million) by Type (2020 - 2031)
Figure 28. North America AI Agronomist Revenue (US$ Million) by Application (2020-2031)
Figure 29. US AI Agronomist Revenue (2020-2031) & (US$ Million)
Figure 30. Canada AI Agronomist Revenue (2020-2031) & (US$ Million)
Figure 31. Mexico AI Agronomist Revenue (2020-2031) & (US$ Million)
Figure 32. Europe AI Agronomist Revenue YoY (2020-2031) & (US$ Million)
Figure 33. Europe Top 5 Players AI Agronomist Revenue (US$ Million) in 2024
Figure 34. Europe AI Agronomist Revenue (US$ Million) by Type (2020-2031)
Figure 35. Europe AI Agronomist Revenue (US$ Million) by Application (2020-2031)
Figure 36. Germany AI Agronomist Revenue (2020-2031) & (US$ Million)
Figure 37. France AI Agronomist Revenue (2020-2031) & (US$ Million)
Figure 38. U.K. AI Agronomist Revenue (2020-2031) & (US$ Million)
Figure 39. Italy AI Agronomist Revenue (2020-2031) & (US$ Million)
Figure 40. Russia AI Agronomist Revenue (2020-2031) & (US$ Million)
Figure 41. Asia-Pacific AI Agronomist Revenue YoY (2020-2031) & (US$ Million)
Figure 42. Asia-Pacific Top 8 Players AI Agronomist Revenue (US$ Million) in 2024
Figure 43. Asia-Pacific AI Agronomist Revenue (US$ Million) by Type (2020-2031)
Figure 44. Asia-Pacific AI Agronomist Revenue (US$ Million) by Application (2020-2031)
Figure 45. Indonesia AI Agronomist Revenue (2020-2031) & (US$ Million)
Figure 46. Japan AI Agronomist Revenue (2020-2031) & (US$ Million)
Figure 47. South Korea AI Agronomist Revenue (2020-2031) & (US$ Million)
Figure 48. Australia AI Agronomist Revenue (2020-2031) & (US$ Million)
Figure 49. India AI Agronomist Revenue (2020-2031) & (US$ Million)
Figure 50. Indonesia AI Agronomist Revenue (2020-2031) & (US$ Million)
Figure 51. Vietnam AI Agronomist Revenue (2020-2031) & (US$ Million)
Figure 52. Malaysia AI Agronomist Revenue (2020-2031) & (US$ Million)
Figure 53. Philippines AI Agronomist Revenue (2020-2031) & (US$ Million)
Figure 54. Singapore AI Agronomist Revenue (2020-2031) & (US$ Million)
Figure 55. Central and South America AI Agronomist Revenue YoY (2020-2031) & (US$ Million)
Figure 56. Central and South America Top 5 Players AI Agronomist Revenue (US$ Million) in 2024
Figure 57. Central and South America AI Agronomist Revenue (US$ Million) by Type (2020-2031)
Figure 58. Central and South America AI Agronomist Revenue (US$ Million) by Application (2020-2031)
Figure 59. Brazil AI Agronomist Revenue (2020-2025) & (US$ Million)
Figure 60. Argentina AI Agronomist Revenue (2020-2025) & (US$ Million)
Figure 61. Middle East and Africa AI Agronomist Revenue YoY (2020-2031) & (US$ Million)
Figure 62. Middle East and Africa Top 5 Players AI Agronomist Revenue (US$ Million) in 2024
Figure 63. South America AI Agronomist Revenue (US$ Million) by Type (2020-2031)
Figure 64. Middle East and Africa AI Agronomist Revenue (US$ Million) by Application (2020-2031)
Figure 65. GCC Countries AI Agronomist Revenue (2020-2025) & (US$ Million)
Figure 66. Israel AI Agronomist Revenue (2020-2025) & (US$ Million)
Figure 67. Egypt AI Agronomist Revenue (2020-2025) & (US$ Million)
Figure 68. South Africa AI Agronomist Revenue (2020-2025) & (US$ Million)
Figure 69. AI Agronomist Industry Chain Mapping
Figure 70. Channels of Distribution (Direct Vs Distribution)
Figure 71. Bottom-up and Top-down Approaches for This Report
Figure 72. Data Triangulation
Figure 73. Key Executives Interviewed
