Artificial Intelligence in Agriculture Market

Artificial intelligence in agriculture is transforming global food production, enabling organizations to enhance efficiency, manage risk, and support sustainability objectives across the entire agri-food ecosystem.

Market Snapshot: Artificial Intelligence in Agriculture Market

The Artificial Intelligence in Agriculture Market grew from USD 2.73 billion in 2024 to USD 3.38 billion in 2025. It is expected to continue growing at a CAGR of 22.67%, reaching USD 9.31 billion by 2030. This robust growth reflects how AI-driven tools, ranging from advanced analytics to robotics, are quickly moving beyond early pilots and into widespread adoption. Mid- and large-scale agribusinesses, technology providers, and research institutes are scaling intelligent automation and data-driven solutions to improve productivity, adapt to new supply chain realities, and strengthen compliance—positioning AI to play a central role in agriculture’s digital future.

Scope & Segmentation

This report provides a comprehensive analysis of the artificial intelligence in agriculture market by dissecting major elements, applications, and geographies. The industry’s key segments span hardware, software, services, and end-users, showcasing the ongoing convergence of advanced analytics, robotics, and agro-specific platforms.

Offering: Cameras, drone hardware, sensors, analytics platforms, decision support systems, farm management systems, consulting, implementation, and support services.
Application: Crop monitoring (disease detection, irrigation management, nutrient management), livestock management (feed optimization, health monitoring), soil health (soil analysis, soil moisture monitoring), supply chain management (logistics optimization, traceability), and yield prediction (crop modeling, weather forecasting).
Technology: Drones (fixed wing and rotary wing), machine vision (optical sensors, thermal cameras), predictive analytics (AI algorithms, machine learning models), and robotics (automated harvesters, autonomous tractors).
Deployment Mode: Cloud, hybrid, and on-premise solutions.
End User: Agrochemical companies, large farms, small and medium farms, and research institutes.
Region: Americas (including United States, Canada, Mexico, Brazil, Argentina), Europe, Middle East & Africa (UK, Germany, France, Russia, Italy, Spain, UAE, Saudi Arabia, South Africa, Denmark, Netherlands, among others), and Asia-Pacific (China, India, Japan, Australia, South Korea, Indonesia, and more).
Companies Covered: Deere & Company, Bayer AG, IBM, Trimble Inc., CNH Industrial, BASF SE, Syngenta AG, Farmers Edge, Yara International, Taranis Inc.

Key Takeaways for Senior Decision-Makers

AI-driven innovation is addressing resource challenges and improving agricultural resilience through predictive analytics, sensor integration, and automation at multiple production stages.
Precision agriculture solutions—such as multispectral imaging and real-time decision support—are driving process optimization while supporting traceability and regulatory objectives.
Collaboration between technology providers, agribusinesses, research institutions, and start-ups is accelerating product development, resulting in faster go-to-market and tailored regional adoption strategies.
Hybrid deployment models are becoming essential, offering data sovereignty and performance while leveraging the scalability of the cloud.
Integrated product portfolios spanning hardware, software, and services offer the flexibility required to meet diverse user needs, from large-scale enterprises to smallholder operators.
Regulatory dynamics and regional infrastructure deeply influence adoption patterns, requiring market participants to adapt their deployment and compliance models to local conditions.

Tariff Impact and Supply Chain Adaptation

Recent tariffs, particularly the United States Tariffs 2025, have intensified scrutiny of agricultural supply chains and technology sourcing. Increased costs for key equipment components have led organizations to reassess procurement and encourage domestic manufacturing and local assembly. These adaptations are prompting the formation of new regional innovation hubs and spurring collaborative partnerships to support cost-efficient and resilient deployment of AI-enabled solutions. Decentralized production facilities and enhanced local support networks are helping organizations mitigate compliance risks and maintain supply continuity in a changing regulatory landscape.

Methodology & Data Sources

This report draws from a mixed-methods approach—incorporating primary interviews with executives, technologists, and agronomists, supported by field observations and pilot deployments. Secondary research spans academic journals, patent reviews, and technical white papers. Competitive benchmarking and collaborative regional case studies enrich the insights for accuracy and relevance.

Why This Report Matters

Enables senior leaders to benchmark strategies and investment decisions in a rapidly evolving technology environment.
Provides actionable guidance to capitalize on emerging advances in precision agriculture, robotics, and supply chain resilience.
Equips organizations with regionally nuanced intelligence critical for market entry, operational scale-up, and compliance initiatives.

Conclusion

Artificial intelligence is redefining agricultural best practices and setting new benchmarks in productivity and sustainability. Organizations that embrace modular, interoperable solutions and collaborate across sectors will be positioned to lead the next wave of transformation in global agriculture.

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1. Preface

1.1. Objectives of the Study
1.2. Market Segmentation & Coverage
1.3. Years Considered for the Study
1.4. Currency & Pricing
1.5. Language
1.6. Stakeholders

2. Research Methodology

2.1. Define: Research Objective
2.2. Determine: Research Design
2.3. Prepare: Research Instrument
2.4. Collect: Data Source
2.5. Analyze: Data Interpretation
2.6. Formulate: Data Verification
2.7. Publish: Research Report
2.8. Repeat: Report Update

3. Executive Summary

4. Market Overview

4.1. Introduction
4.2. Market Sizing & Forecasting

5. Market Dynamics

5.1. AI-driven precision irrigation systems optimizing water usage based on soil moisture and weather forecasts
5.2. Implementation of machine learning algorithms in drones for early detection of crop stress and pest infestations
5.3. Adoption of computer vision-enabled robotics for automated harvesting and selective crop picking
5.4. Integration of AI-based predictive analytics with weather data to forecast optimal planting windows
5.5. Use of deep learning models combined with genomic and phenotypic data for accelerated crop breeding
5.6. Deployment of blockchain-enabled AI platforms for transparent agricultural supply chain management and traceability

6. Market Insights

6.1. Porter’s Five Forces Analysis
6.2. PESTLE Analysis

7. Cumulative Impact of United States Tariffs 2025

8. Artificial Intelligence in Agriculture Market, by Offering

8.1. Introduction
8.2. Hardware
8.2.1. Cameras
8.2.2. Drone Hardware
8.2.3. Sensors
8.3. Services
8.3.1. Consulting
8.3.2. Implementation
8.3.3. Support
8.4. Software
8.4.1. Analytics Platforms
8.4.2. Decision Support Systems
8.4.3. Farm Management Systems

9. Artificial Intelligence in Agriculture Market, by Application

9.1. Introduction
9.2. Crop Monitoring
9.2.1. Disease Detection
9.2.2. Irrigation Management
9.2.3. Nutrient Management
9.3. Livestock Management
9.3.1. Feed Optimization
9.3.2. Health Monitoring
9.4. Soil Health
9.4.1. Soil Analysis
9.4.2. Soil Moisture Monitoring
9.5. Supply Chain Management
9.5.1. Logistics Optimization
9.5.2. Traceability
9.6. Yield Prediction
9.6.1. Crop Modeling
9.6.2. Weather Forecasting

10. Artificial Intelligence in Agriculture Market, by Technology

10.1. Introduction
10.2. Drones
10.2.1. Fixed Wing
10.2.2. Rotary Wing
10.3. Machine Vision
10.3.1. Optical Sensors
10.3.2. Thermal Cameras
10.4. Predictive Analytics
10.4.1. AI Algorithms
10.4.2. Machine Learning Models
10.5. Robotics
10.5.1. Automated Harvesters
10.5.2. Autonomous Tractors

11. Artificial Intelligence in Agriculture Market, by Deployment Mode

11.1. Introduction
11.2. Cloud
11.3. Hybrid
11.4. On Premise

12. Artificial Intelligence in Agriculture Market, by End User

12.1. Introduction
12.2. Agrochemical Companies
12.3. Large Farms
12.4. Research Institutes
12.5. Small & Medium Farms

13. Americas Artificial Intelligence in Agriculture Market

13.1. Introduction
13.2. United States
13.3. Canada
13.4. Mexico
13.5. Brazil
13.6. Argentina

14. Europe, Middle East & Africa Artificial Intelligence in Agriculture Market

14.1. Introduction
14.2. United Kingdom
14.3. Germany
14.4. France
14.5. Russia
14.6. Italy
14.7. Spain
14.8. United Arab Emirates
14.9. Saudi Arabia
14.10. South Africa
14.11. Denmark
14.12. Netherlands
14.13. Qatar
14.14. Finland
14.15. Sweden
14.16. Nigeria
14.17. Egypt
14.18. Turkey
14.19. Israel
14.20. Norway
14.21. Poland
14.22. Switzerland

15. Asia-Pacific Artificial Intelligence in Agriculture Market

15.1. Introduction
15.2. China
15.3. India
15.4. Japan
15.5. Australia
15.6. South Korea
15.7. Indonesia
15.8. Thailand
15.9. Philippines
15.10. Malaysia
15.11. Singapore
15.12. Vietnam
15.13. Taiwan

16. Competitive Landscape

16.1. Market Share Analysis, 2024
16.2. FPNV Positioning Matrix, 2024
16.3. Competitive Analysis
16.3.1. Deere & Company
16.3.2. Bayer AG
16.3.3. International Business Machines Corporation
16.3.4. Trimble Inc.
16.3.5. CNH Industrial N.V.
16.3.6. BASF SE
16.3.7. Syngenta AG
16.3.8. Farmers Edge Limited
16.3.9. Yara International ASA
16.3.10. Taranis Inc.

17. ResearchAI
18. ResearchStatistics
19. ResearchContacts
20. ResearchArticles
21. Appendix

List of Figures

FIGURE 1. ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET RESEARCH PROCESS
FIGURE 2. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, 2018-2030 (USD MILLION)
FIGURE 3. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY REGION, 2024 VS 2025 VS 2030 (USD MILLION)
FIGURE 4. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2030 (USD MILLION)
FIGURE 5. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY OFFERING, 2024 VS 2030 (%)
FIGURE 6. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY OFFERING, 2024 VS 2025 VS 2030 (USD MILLION)
FIGURE 7. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY APPLICATION, 2024 VS 2030 (%)
FIGURE 8. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY APPLICATION, 2024 VS 2025 VS 2030 (USD MILLION)
FIGURE 9. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY TECHNOLOGY, 2024 VS 2030 (%)
FIGURE 10. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY TECHNOLOGY, 2024 VS 2025 VS 2030 (USD MILLION)
FIGURE 11. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY DEPLOYMENT MODE, 2024 VS 2030 (%)
FIGURE 12. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY DEPLOYMENT MODE, 2024 VS 2025 VS 2030 (USD MILLION)
FIGURE 13. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY END USER, 2024 VS 2030 (%)
FIGURE 14. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY END USER, 2024 VS 2025 VS 2030 (USD MILLION)
FIGURE 15. AMERICAS ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY COUNTRY, 2024 VS 2030 (%)
FIGURE 16. AMERICAS ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2030 (USD MILLION)
FIGURE 17. UNITED STATES ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY STATE, 2024 VS 2030 (%)
FIGURE 18. UNITED STATES ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY STATE, 2024 VS 2025 VS 2030 (USD MILLION)
FIGURE 19. EUROPE, MIDDLE EAST & AFRICA ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY COUNTRY, 2024 VS 2030 (%)
FIGURE 20. EUROPE, MIDDLE EAST & AFRICA ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2030 (USD MILLION)
FIGURE 21. ASIA-PACIFIC ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY COUNTRY, 2024 VS 2030 (%)
FIGURE 22. ASIA-PACIFIC ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2030 (USD MILLION)
FIGURE 23. ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SHARE, BY KEY PLAYER, 2024
FIGURE 24. ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET, FPNV POSITIONING MATRIX, 2024
FIGURE 25. ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET: RESEARCHAI
FIGURE 26. ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET: RESEARCHSTATISTICS
FIGURE 27. ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET: RESEARCHCONTACTS
FIGURE 28. ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET: RESEARCHARTICLES

List of Tables

TABLE 1. ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SEGMENTATION & COVERAGE
TABLE 2. UNITED STATES DOLLAR EXCHANGE RATE, 2018-2024
TABLE 3. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, 2018-2024 (USD MILLION)
TABLE 4. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, 2025-2030 (USD MILLION)
TABLE 5. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY REGION, 2018-2024 (USD MILLION)
TABLE 6. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY REGION, 2025-2030 (USD MILLION)
TABLE 7. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY COUNTRY, 2018-2024 (USD MILLION)
TABLE 8. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY COUNTRY, 2025-2030 (USD MILLION)
TABLE 9. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY OFFERING, 2018-2024 (USD MILLION)
TABLE 10. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY OFFERING, 2025-2030 (USD MILLION)
TABLE 11. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY HARDWARE, BY REGION, 2018-2024 (USD MILLION)
TABLE 12. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY HARDWARE, BY REGION, 2025-2030 (USD MILLION)
TABLE 13. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY CAMERAS, BY REGION, 2018-2024 (USD MILLION)
TABLE 14. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY CAMERAS, BY REGION, 2025-2030 (USD MILLION)
TABLE 15. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY DRONE HARDWARE, BY REGION, 2018-2024 (USD MILLION)
TABLE 16. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY DRONE HARDWARE, BY REGION, 2025-2030 (USD MILLION)
TABLE 17. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY SENSORS, BY REGION, 2018-2024 (USD MILLION)
TABLE 18. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY SENSORS, BY REGION, 2025-2030 (USD MILLION)
TABLE 19. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2024 (USD MILLION)
TABLE 20. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY HARDWARE, 2025-2030 (USD MILLION)
TABLE 21. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY SERVICES, BY REGION, 2018-2024 (USD MILLION)
TABLE 22. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY SERVICES, BY REGION, 2025-2030 (USD MILLION)
TABLE 23. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY CONSULTING, BY REGION, 2018-2024 (USD MILLION)
TABLE 24. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY CONSULTING, BY REGION, 2025-2030 (USD MILLION)
TABLE 25. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY IMPLEMENTATION, BY REGION, 2018-2024 (USD MILLION)
TABLE 26. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY IMPLEMENTATION, BY REGION, 2025-2030 (USD MILLION)
TABLE 27. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY SUPPORT, BY REGION, 2018-2024 (USD MILLION)
TABLE 28. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY SUPPORT, BY REGION, 2025-2030 (USD MILLION)
TABLE 29. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY SERVICES, 2018-2024 (USD MILLION)
TABLE 30. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY SERVICES, 2025-2030 (USD MILLION)
TABLE 31. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY SOFTWARE, BY REGION, 2018-2024 (USD MILLION)
TABLE 32. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY SOFTWARE, BY REGION, 2025-2030 (USD MILLION)
TABLE 33. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY ANALYTICS PLATFORMS, BY REGION, 2018-2024 (USD MILLION)
TABLE 34. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY ANALYTICS PLATFORMS, BY REGION, 2025-2030 (USD MILLION)
TABLE 35. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY DECISION SUPPORT SYSTEMS, BY REGION, 2018-2024 (USD MILLION)
TABLE 36. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY DECISION SUPPORT SYSTEMS, BY REGION, 2025-2030 (USD MILLION)
TABLE 37. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY FARM MANAGEMENT SYSTEMS, BY REGION, 2018-2024 (USD MILLION)
TABLE 38. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY FARM MANAGEMENT SYSTEMS, BY REGION, 2025-2030 (USD MILLION)
TABLE 39. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY SOFTWARE, 2018-2024 (USD MILLION)
TABLE 40. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY SOFTWARE, 2025-2030 (USD MILLION)
TABLE 41. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2024 (USD MILLION)
TABLE 42. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY APPLICATION, 2025-2030 (USD MILLION)
TABLE 43. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY CROP MONITORING, BY REGION, 2018-2024 (USD MILLION)
TABLE 44. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY CROP MONITORING, BY REGION, 2025-2030 (USD MILLION)
TABLE 45. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY DISEASE DETECTION, BY REGION, 2018-2024 (USD MILLION)
TABLE 46. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY DISEASE DETECTION, BY REGION, 2025-2030 (USD MILLION)
TABLE 47. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY IRRIGATION MANAGEMENT, BY REGION, 2018-2024 (USD MILLION)
TABLE 48. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY IRRIGATION MANAGEMENT, BY REGION, 2025-2030 (USD MILLION)
TABLE 49. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY NUTRIENT MANAGEMENT, BY REGION, 2018-2024 (USD MILLION)
TABLE 50. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY NUTRIENT MANAGEMENT, BY REGION, 2025-2030 (USD MILLION)
TABLE 51. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY CROP MONITORING, 2018-2024 (USD MILLION)
TABLE 52. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY CROP MONITORING, 2025-2030 (USD MILLION)
TABLE 53. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY LIVESTOCK MANAGEMENT, BY REGION, 2018-2024 (USD MILLION)
TABLE 54. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY LIVESTOCK MANAGEMENT, BY REGION, 2025-2030 (USD MILLION)
TABLE 55. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY FEED OPTIMIZATION, BY REGION, 2018-2024 (USD MILLION)
TABLE 56. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY FEED OPTIMIZATION, BY REGION, 2025-2030 (USD MILLION)
TABLE 57. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY HEALTH MONITORING, BY REGION, 2018-2024 (USD MILLION)
TABLE 58. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY HEALTH MONITORING, BY REGION, 2025-2030 (USD MILLION)
TABLE 59. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY LIVESTOCK MANAGEMENT, 2018-2024 (USD MILLION)
TABLE 60. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY LIVESTOCK MANAGEMENT, 2025-2030 (USD MILLION)
TABLE 61. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY SOIL HEALTH, BY REGION, 2018-2024 (USD MILLION)
TABLE 62. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY SOIL HEALTH, BY REGION, 2025-2030 (USD MILLION)
TABLE 63. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY SOIL ANALYSIS, BY REGION, 2018-2024 (USD MILLION)
TABLE 64. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY SOIL ANALYSIS, BY REGION, 2025-2030 (USD MILLION)
TABLE 65. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY SOIL MOISTURE MONITORING, BY REGION, 2018-2024 (USD MILLION)
TABLE 66. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY SOIL MOISTURE MONITORING, BY REGION, 2025-2030 (USD MILLION)
TABLE 67. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY SOIL HEALTH, 2018-2024 (USD MILLION)
TABLE 68. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY SOIL HEALTH, 2025-2030 (USD MILLION)
TABLE 69. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY SUPPLY CHAIN MANAGEMENT, BY REGION, 2018-2024 (USD MILLION)
TABLE 70. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY SUPPLY CHAIN MANAGEMENT, BY REGION, 2025-2030 (USD MILLION)
TABLE 71. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY LOGISTICS OPTIMIZATION, BY REGION, 2018-2024 (USD MILLION)
TABLE 72. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY LOGISTICS OPTIMIZATION, BY REGION, 2025-2030 (USD MILLION)
TABLE 73. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY TRACEABILITY, BY REGION, 2018-2024 (USD MILLION)
TABLE 74. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY TRACEABILITY, BY REGION, 2025-2030 (USD MILLION)
TABLE 75. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY SUPPLY CHAIN MANAGEMENT, 2018-2024 (USD MILLION)
TABLE 76. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY SUPPLY CHAIN MANAGEMENT, 2025-2030 (USD MILLION)
TABLE 77. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY YIELD PREDICTION, BY REGION, 2018-2024 (USD MILLION)
TABLE 78. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY YIELD PREDICTION, BY REGION, 2025-2030 (USD MILLION)
TABLE 79. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY CROP MODELING, BY REGION, 2018-2024 (USD MILLION)
TABLE 80. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY CROP MODELING, BY REGION, 2025-2030 (USD MILLION)
TABLE 81. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY WEATHER FORECASTING, BY REGION, 2018-2024 (USD MILLION)
TABLE 82. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY WEATHER FORECASTING, BY REGION, 2025-2030 (USD MILLION)
TABLE 83. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY YIELD PREDICTION, 2018-2024 (USD MILLION)
TABLE 84. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY YIELD PREDICTION, 2025-2030 (USD MILLION)
TABLE 85. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY TECHNOLOGY, 2018-2024 (USD MILLION)
TABLE 86. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY TECHNOLOGY, 2025-2030 (USD MILLION)
TABLE 87. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY DRONES, BY REGION, 2018-2024 (USD MILLION)
TABLE 88. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY DRONES, BY REGION, 2025-2030 (USD MILLION)
TABLE 89. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY FIXED WING, BY REGION, 2018-2024 (USD MILLION)
TABLE 90. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY FIXED WING, BY REGION, 2025-2030 (USD MILLION)
TABLE 91. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY ROTARY WING, BY REGION, 2018-2024 (USD MILLION)
TABLE 92. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY ROTARY WING, BY REGION, 2025-2030 (USD MILLION)
TABLE 93. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY DRONES, 2018-2024 (USD MILLION)
TABLE 94. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY DRONES, 2025-2030 (USD MILLION)
TABLE 95. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY MACHINE VISION, BY REGION, 2018-2024 (USD MILLION)
TABLE 96. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY MACHINE VISION, BY REGION, 2025-2030 (USD MILLION)
TABLE 97. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY OPTICAL SENSORS, BY REGION, 2018-2024 (USD MILLION)
TABLE 98. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY OPTICAL SENSORS, BY REGION, 2025-2030 (USD MILLION)
TABLE 99. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY THERMAL CAMERAS, BY REGION, 2018-2024 (USD MILLION)
TABLE 100. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY THERMAL CAMERAS, BY REGION, 2025-2030 (USD MILLION)
TABLE 101. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY MACHINE VISION, 2018-2024 (USD MILLION)
TABLE 102. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY MACHINE VISION, 2025-2030 (USD MILLION)
TABLE 103. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY PREDICTIVE ANALYTICS, BY REGION, 2018-2024 (USD MILLION)
TABLE 104. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY PREDICTIVE ANALYTICS, BY REGION, 2025-2030 (USD MILLION)
TABLE 105. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY AI ALGORITHMS, BY REGION, 2018-2024 (USD MILLION)
TABLE 106. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY AI ALGORITHMS, BY REGION, 2025-2030 (USD MILLION)
TABLE 107. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY MACHINE LEARNING MODELS, BY REGION, 2018-2024 (USD MILLION)
TABLE 108. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY MACHINE LEARNING MODELS, BY REGION, 2025-2030 (USD MILLION)
TABLE 109. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY PREDICTIVE ANALYTICS, 2018-2024 (USD MILLION)
TABLE 110. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY PREDICTIVE ANALYTICS, 2025-2030 (USD MILLION)
TABLE 111. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY ROBOTICS, BY REGION, 2018-2024 (USD MILLION)
TABLE 112. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY ROBOTICS, BY REGION, 2025-2030 (USD MILLION)
TABLE 113. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY AUTOMATED HARVESTERS, BY REGION, 2018-2024 (USD MILLION)
TABLE 114. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY AUTOMATED HARVESTERS, BY REGION, 2025-2030 (USD MILLION)
TABLE 115. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY AUTONOMOUS TRACTORS, BY REGION, 2018-2024 (USD MILLION)
TABLE 116. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY AUTONOMOUS TRACTORS, BY REGION, 2025-2030 (USD MILLION)
TABLE 117. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY ROBOTICS, 2018-2024 (USD MILLION)
TABLE 118. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY ROBOTICS, 2025-2030 (USD MILLION)
TABLE 119. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY DEPLOYMENT MODE, 2018-2024 (USD MILLION)
TABLE 120. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY DEPLOYMENT MODE, 2025-2030 (USD MILLION)
TABLE 121. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY CLOUD, BY REGION, 2018-2024 (USD MILLION)
TABLE 122. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY CLOUD, BY REGION, 2025-2030 (USD MILLION)
TABLE 123. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY HYBRID, BY REGION, 2018-2024 (USD MILLION)
TABLE 124. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY HYBRID, BY REGION, 2025-2030 (USD MILLION)
TABLE 125. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY ON PREMISE, BY REGION, 2018-2024 (USD MILLION)
TABLE 126. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY ON PREMISE, BY REGION, 2025-2030 (USD MILLION)
TABLE 127. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY END USER, 2018-2024 (USD MILLION)
TABLE 128. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY END USER, 2025-2030 (USD MILLION)
TABLE 129. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY AGROCHEMICAL COMPANIES, BY REGION, 2018-2024 (USD MILLION)
TABLE 130. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY AGROCHEMICAL COMPANIES, BY REGION, 2025-2030 (USD MILLION)
TABLE 131. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY LARGE FARMS, BY REGION, 2018-2024 (USD MILLION)
TABLE 132. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY LARGE FARMS, BY REGION, 2025-2030 (USD MILLION)
TABLE 133. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY RESEARCH INSTITUTES, BY REGION, 2018-2024 (USD MILLION)
TABLE 134. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY RESEARCH INSTITUTES, BY REGION, 2025-2030 (USD MILLION)
TABLE 135. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY SMALL & MEDIUM FARMS, BY REGION, 2018-2024 (USD MILLION)
TABLE 136. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY SMALL & MEDIUM FARMS, BY REGION, 2025-2030 (USD MILLION)
TABLE 137. AMERICAS ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY OFFERING, 2018-2024 (USD MILLION)
TABLE 138. AMERICAS ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY OFFERING, 2025-2030 (USD MILLION)
TABLE 139. AMERICAS ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2024 (USD MILLION)
TABLE 140. AMERICAS ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY HARDWARE, 2025-2030 (USD MILLION)
TABLE 141. AMERICAS ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY SERVICES, 2018-2024 (USD MILLION)
TABLE 142. AMERICAS ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY SERVICES, 2025-2030 (USD MILLION)
TABLE 143. AMERICAS ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY SOFTWARE, 2018-2024 (USD MILLION)
TABLE 144. AMERICAS ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY SOFTWARE, 2025-2030 (USD MILLION)
TABLE 145. AMERICAS ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2024 (USD MILLION)
TABLE 146. AMERICAS ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY APPLICATION, 2025-2030 (USD MILLION)
TABLE 147. AMERICAS ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY CROP MONITORING, 2018-2024 (USD MILLION)
TABLE 148. AMERICAS ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY CROP MONITORING, 2025-2030 (USD MILLION)
TABLE 149. AMERICAS ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY LIVESTOCK MANAGEMENT, 2018-2024 (USD MILLION)
TABLE 150. AMERICAS ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY LIVESTOCK MANAGEMENT, 2025-2030 (USD MILLION)
TABLE 151. AMERICAS ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY SOIL HEALTH, 2018-2024 (USD MILLION)
TABLE 152. AMERICAS ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY SOIL HEALTH, 2025-2030 (USD MILLION)
TABLE 153. AMERICAS ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY SUPPLY CHAIN MANAGEMENT, 2018-2024 (USD MILLION)
TABLE 154. AMERICAS ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY SUPPLY CHAIN MANAGEMENT, 2025-2030 (USD MILLION)
TABLE 155. AMERICAS ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY YIELD PREDICTION, 2018-2024 (USD MILLION)
TABLE 156. AMERICAS ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY YIELD PREDICTION, 2025-2030 (USD MILLION)
TABLE 157. AMERICAS ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY TECHNOLOGY, 2018-2024 (USD MILLION)
TABLE 158. AMERICAS ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY TECHNOLOGY, 2025-2030 (USD MILLION)
TABLE 159. AMERICAS ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY DRONES, 2018-2024 (USD MILLION)
TABLE 160. AMERICAS ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY DRONES, 2025-2030 (USD MILLION)
TABLE 161. AMERICAS ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY MACHINE VISION, 2018-2024 (USD MILLION)
TABLE 162. AMERICAS ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY MACHINE VISION, 2025-2030 (USD MILLION)
TABLE 163. AMERICAS ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY PREDICTIVE ANALYTICS, 2018-2024 (USD MILLION)
TABLE 164. AMERICAS ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY PREDICTIVE ANALYTICS, 2025-2030 (USD MILLION)
TABLE 165. AMERICAS ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY ROBOTICS, 2018-2024 (USD MILLION)
TABLE 166. AMERICAS ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY ROBOTICS, 2025-2030 (USD MILLION)
TABLE 167. AMERICAS ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY DEPLOYMENT MODE, 2018-2024 (USD MILLION)
TABLE 168. AMERICAS ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY DEPLOYMENT MODE, 2025-2030 (USD MILLION)
TABLE 169. AMERICAS ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY END USER, 2018-2024 (USD MILLION)
TABLE 170. AMERICAS ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY END USER, 2025-2030 (USD MILLION)
TABLE 171. AMERICAS ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY COUNTRY, 2018-2024 (USD MILLION)
TABLE 172. AMERICAS ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY COUNTRY, 2025-2030 (USD MILLION)
TABLE 173. UNITED STATES ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY OFFERING, 2018-2024 (USD MILLION)
TABLE 174. UNITED STATES ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY OFFERING, 2025-2030 (USD MILLION)
TABLE 175. UNITED STATES ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2024 (USD MILLION)
TABLE 176. UNITED STATES ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY HARDWARE, 2025-2030 (USD MILLION)
TABLE 177. UNITED STATES ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY SERVICES, 2018-2024 (USD MILLION)
TABLE 178. UNITED STATES ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY SERVICES, 2025-2030 (USD MILLION)
TABLE 179. UNITED STATES ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY SOFTWARE, 2018-2024 (USD MILLION)
TABLE 180. UNITED STATES ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY SOFTWARE, 2025-2030 (USD MILLION)
TABLE 181. UNITED STATES ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2024 (USD MILLION)
TABLE 182. UNITED STATES ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY APPLICATION, 2025-2030 (USD MILLION)
TABLE 183. UNITED STATES ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY CROP MONITORING, 2018-2024 (USD MILLION)
TABLE 184. UNITED STATES ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY CROP MONITORING, 2025-2030 (USD MILLION)
TABLE 185. UNITED STATES ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY LIVESTOCK MANAGEMENT, 2018-2024 (USD MILLION)
TABLE 186. UNITED STATES ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY LIVESTOCK MANAGEMENT, 2025-2030 (USD MILLION)
TABLE 187. UNITED STATES ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY SOIL HEALTH, 2018-2024 (USD MILLION)
TABLE 188. UNITED STATES ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY SOIL HEALTH, 2025-2030 (USD MILLION)
TABLE 189. UNITED STATES ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY SUPPLY CHAIN MANAGEMENT, 2018-2024 (USD MILLION)
TABLE 190. UNITED STATES ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY SUPPLY CHAIN MANAGEMENT, 2025-2030 (USD MILLION)
TABLE 191. UNITED STATES ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY YIELD PREDICTION, 2018-2024 (USD MILLION)
TABLE 192. UNITED STATES ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY YIELD PREDICTION, 2025-2030 (USD MILLION)
TABLE 193. UNITED STATES ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY TECHNOLOGY, 2018-2024 (USD MILLION)
TABLE 194. UNITED STATES ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY TECHNOLOGY, 2025-2030 (USD MILLION)
TABLE 195. UNITED STATES ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY DRONES, 2018-2024 (USD MILLION)
TABLE 196. UNITED STATES ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY DRONES, 2025-2030 (USD MILLION)
TABLE 197. UNITED STATES ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY MACHINE VISION, 2018-2024 (USD MILLION)
TABLE 198. UNITED STATES ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY MACHINE VISION, 2025-2030 (USD MILLION)
TABLE 199. UNITED STATES ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY PREDICTIVE ANALYTICS, 2018-2024 (USD MILLION)
TABLE 200. UNITED STATES ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY PREDICTIVE ANALYTICS, 2025-2030 (USD MILLION)
TABLE 201. UNITED STATES ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY ROBOTICS, 2018-2024 (USD MILLION)
TABLE 202. UNITED STATES ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY ROBOTICS, 2025-2030 (USD MILLION)
TABLE 203. UNITED STATES ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY DEPLOYMENT MODE, 2018-2024 (USD MILLION)
TABLE 204. UNITED STATES ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY DEPLOYMENT MODE, 2025-2030 (USD MILLION)
TABLE 205. UNITED STATES ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY END USER, 2018-2024 (USD MILLION)
TABLE 206. UNITED STATES ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY END USER, 2025-2030 (USD MILLION)
TABLE 207. UNITED STATES ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY STATE, 2018-2024 (USD MILLION)
TABLE 208. UNITED STATES ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY STATE, 2025-2030 (USD MILLION)
TABLE 209. CANADA ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY OFFERING, 2018-2024 (USD MILLION)
TABLE 210. CANADA ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY OFFERING, 2025-2030 (USD MILLION)
TABLE 211. CANADA ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2024 (USD MILLION)
TABLE 212. CANADA ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY HARDWARE, 2025-2030 (USD MILLION)
TABLE 213. CANADA ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY SERVICES, 2018-2024 (USD MILLION)
TABLE 214. CANADA ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY SERVICES, 2025-2030 (USD MILLION)
TABLE 215. CANADA ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY SOFTWARE, 2018-2024 (USD MILLION)
TABLE 216. CANADA ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY SOFTWARE, 2025-2030 (USD MILLION)
TABLE 217. CANADA ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2024 (USD MILLION)
TABLE 218. CANADA ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY APPLICATION, 2025-2030 (USD MILLION)
TABLE 219. CANADA ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY CROP MONITORING, 2018-2024 (USD MILLION)
TABLE 220. CANADA ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY CROP MONITORING, 2025-2030 (USD MILLION)
TABLE 221. CANADA ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY LIVESTOCK MANAGEMENT, 2018-2024 (USD MILLION)
TABLE 222. CANADA ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY LIVESTOCK MANAGEMENT, 2025-2030 (USD MILLION)
TABLE 223. CANADA ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY SOIL HEALTH, 2018-2024 (USD MILLION)
TABLE 224. CANADA ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY SOIL HEALTH, 2025-2030 (USD MILLION)
TABLE 225. CANADA ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY SUPPLY CHAIN MANAGEMENT, 2018-2024 (USD MILLION)
TABLE 226. CANADA ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY SUPPLY CHAIN MANAGEMENT, 2025-2030 (USD MILLION)
TABLE 227. CANADA ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY YIELD PREDICTION, 2018-2024 (USD MILLION)
TABLE 228. CANADA ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY YIELD PREDICTION, 2025-2030 (USD MILLION)
TABLE 229. CANADA ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY TECHNOLOGY, 2018-2024 (USD MILLION)
TABLE 230. CANADA ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY TECHNOLOGY, 2025-2030 (USD MILLION)
TABLE 231. CANADA ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY DRONES, 2018-2024 (USD MILLION)
TABLE 232. CANADA ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY DRONES, 2025-2030 (USD MILLION)
TABLE 233. CANADA ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY MACHINE VISION, 2018-2024 (USD MILLION)
TABLE 234. CANADA ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY MACHINE VISION, 2025-2030 (USD MILLION)
TABLE 235. CANADA ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY PREDICTIVE ANALYTICS, 2018-2024 (USD MILLION)
TABLE 236. CANADA ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY PREDICTIVE ANALYTICS, 2025-2030 (USD MILLION)
TABLE 237. CANADA ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY ROBOTICS, 2018-2024 (USD MILLION)
TABLE 238. CANADA ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY ROBOTICS, 2025-2030 (USD MILLION)
TABLE 239. CANADA ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY DEPLOYMENT MODE, 2018-2024 (USD MILLION)
TABLE 240. CANADA ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY DEPLOYMENT MODE, 2025-2030 (USD MILLION)
TABLE 241. CANADA ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY END USER, 2018-2024 (USD MILLION)
TABLE 242. CANADA ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY END USER, 2025-2030 (USD MILLION)
TABLE 243. MEXICO ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY OFFERING, 2018-2024 (USD MILLION)
TABLE 244. MEXICO ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY OFFERING, 2025-2030 (USD MILLION)
TABLE 245. MEXICO ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2024 (USD MILLION)
TABLE 246. MEXICO ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY HARDWARE, 2025-2030 (USD MILLION)
TABLE 247. MEXICO ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY SERVICES, 2018-2024 (USD MILLION)
TABLE 248. MEXICO ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY SERVICES, 2025-2030 (USD MILLION)
TABLE 249. MEXICO ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY SOFTWARE, 2018-2024 (USD MILLION)
TABLE 250. MEXICO ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY SOFTWARE, 2025-2030 (USD MILLION)
TABLE 251. MEXICO ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2024 (USD MILLION)
TABLE 252. MEXICO ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY APPLICATION, 2025-2030 (USD MILLION)
TABLE 253. MEXICO ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY CROP MONITORING, 2018-2024 (USD MILLION)
TABLE 254. MEXICO ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY CROP MONITORING, 2025-2030 (USD MILLION)
TABLE 255. MEXICO ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY LIVESTOCK MANAGEMENT, 2018-2024 (USD MILLION)
TABLE 256. MEXICO ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY LIVESTOCK MANAGEMENT, 2025-2030 (USD MILLION)
TABLE 257. MEXICO ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY SOIL HEALTH, 2018-2024 (USD MILLION)
TABLE 258. MEXICO ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY SOIL HEALTH, 2025-2030 (USD MILLION)
TABLE 259. MEXICO ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY SUPPLY CHAIN MANAGEMENT, 2018-2024 (USD MILLION)
TABLE 260. MEXICO ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY SUPPLY CHAIN MANAGEMENT, 2025-2030 (USD MILLION)
TABLE 261. MEXICO ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY YIELD PREDICTION, 2018-2024 (USD MILLION)
TABLE 262. MEXICO ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY YIELD PREDICTION, 2025-2030 (USD MILLION)
TABLE 263. MEXICO ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY TECHNOLOGY, 2018-2024 (USD MILLION)
TABLE 264. MEXICO ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY TECHNOLOGY, 2025-2030 (USD MILLION)
TABLE 265. MEXICO ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY DRONES, 2018-2024 (USD MILLION)
TABLE 266. MEXICO ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY DRONES, 2025-2030 (USD MILLION)
TABLE 267. MEXICO ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY MACHINE VISION, 2018-2024 (USD MILLION)
TABLE 268. MEXICO ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY MACHINE VISION, 2025-2030 (USD MILLION)
TABLE 269. MEXICO ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY PREDICTIVE ANALYTICS, 2018-2024 (USD MILLION)
TABLE 270. MEXICO ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY PREDICTIVE ANALYTICS, 2025-2030 (USD MILLION)
TABLE 271. MEXICO ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY ROBOTICS, 2018-2024 (USD MILLION)
TABLE 272. MEXICO ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY ROBOTICS, 2025-2030 (USD MILLION)
TABLE 273. MEXICO ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY DEPLOYMENT MODE, 2018-2024 (USD MILLION)
TABLE 274. MEXICO ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY DEPLOYMENT MODE, 2025-2030 (USD MILLION)
TABLE 275. MEXICO ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY END USER, 2018-2024 (USD MILLION)
TABLE 276. MEXICO ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY END USER, 2025-2030 (USD MILLION)
TABLE 277. BRAZIL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY OFFERING, 2018-2024 (USD MILLION)
TABLE 278. BRAZIL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY OFFERING, 2025-2030 (USD MILLION)
TABLE 279. BRAZIL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2024 (USD MILLION)
TABLE 280. BRAZIL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY HARDWARE, 2025-2030 (USD MILLION)
TABLE 281. BRAZIL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY SERVICES, 2018-2024 (USD MILLION)
TABLE 282. BRAZIL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY SERVICES, 2025-2030 (USD MILLION)
TABLE 283. BRAZIL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY SOFTWARE, 2018-2

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Companies Mentioned

The companies profiled in this Artificial Intelligence in Agriculture market report include:

Deere & Company
Bayer AG
International Business Machines Corporation
Trimble Inc.
CNH Industrial N.V.
BASF SE
Syngenta AG
Farmers Edge Limited
Yara International ASA
Taranis Inc.

Table Information

Report Attribute	Details
No. of Pages	196
Published	August 2025
Forecast Period	2025 - 2030
Estimated Market Value ( USD ) in 2025	$ 3.38 Billion
Forecasted Market Value ( USD ) by 2030	$ 9.31 Billion
Compound Annual Growth Rate	22.6%
Regions Covered	Global
No. of Companies Mentioned	11

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Artificial Intelligence in Agriculture Market - Global Forecast 2025-2030

Market Snapshot: Artificial Intelligence in Agriculture Market

Scope & Segmentation

Key Takeaways for Senior Decision-Makers

Tariff Impact and Supply Chain Adaptation

Methodology & Data Sources

Why This Report Matters

Conclusion

Table of Contents

Samples

Companies Mentioned

Table Information

Market Snapshot: Artificial Intelligence in Agriculture Market

Scope & Segmentation

Key Takeaways for Senior Decision-Makers

Tariff Impact and Supply Chain Adaptation

Methodology & Data Sources

Why This Report Matters

Conclusion

Table of Contents

Samples

Companies Mentioned

Table Information

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