Summary

Report Scope
This report presents qualitative and quantitative data on the current market dynamics and trends in the global market for AI in agriculture. The report also assesses recent technological developments and software performance. Analyses of the most popular software, new product approvals and emerging technologies are also included. The market prospects for four regions?North America, Europe, Asia-Pacific, the Middle East and Africa, and South America?are discussed. The report also includes profiles of leading companies and their strategies.
This in-depth analysis of the global AI in agriculture market, emphasizing the major driving forces and emerging technologies shaping this rapidly evolving field, explores how AI transforms agriculture through enhanced technologies, such as drone-based and predictive analytics and crop monitoring. It also examines AI disruption across industry verticals and value chain stages, while presenting market spending patterns, investment forecasts, expenditures of major companies and venture capital funding in AI-driven technologies. The market is divided based on components, applications, technology and region. Based on components, the market is segmented into software, hardware and services. Based on technology, the market is segmented into natural language processing, machine learning, computer vision and predictive analysis. Based on applications, the market is segmented into precision farming, drone analytics, agricultural robots, livestock monitoring and others. For market estimates, data has been provided for 2024 as the base year, with estimates for 2025 and forecasts for 2025 through 2030.

Report Includes
- 42 data tables and 54 additional tables
- Overview and an analysis of the global market for AI in the agriculture sector
- Analyses of the global market trends, with revenue data for 2024, estimates for 2025, and projections of compound annual growth rates (CAGRs) through 2030
- Estimates of the market’s size and revenue growth prospects, accompanied by a market share analysis by components, technology, application and region
- Facts and figures pertaining to market dynamics, opportunities and deterrents, technological advances, regulations, innovations and standards and the impacts of macroeconomic variables
- Impact analysis of U.S. tariff laws on the industry
- Insights derived from Porter’s Five Forces model, as well as a global supply chain analysis
- Case studies on AI implementation to improve processes and business operations in the sector
- Overview of sustainability trends and ESG developments, with emphasis on consumer attitudes, as well as the ESG risk ratings and practices of leading companies
- Analysis of the industry structure, including companies’ market shares and rankings, strategic initiatives, M&A activity and a venture funding outlook
- Profiles of the leading companies, including Microsoft, IBM Corp., Deere & Co., Syngenta AG and Bayer CropScience

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Table of Contents

Table of Contents
Chapter 1 Executive Summary
Market Outlook
Scope of Report
Market Summary
Market Dynamics and Growth Factors
Emerging Technologies
Segmental Analysis
Regional Analysis
Conclusion
Chapter 2 Market Overview
Overview
Macroeconomic Factors Analysis
Government Policy and Regulation
Technological Infrastructure and Digital Readiness
Global Trade and Supply Chain Dynamics
Impact of U.S. Tariffs
Porter's Five Forces Analysis
Potential for New Entrants (Moderate)
Bargaining Power of Suppliers (High)
Bargaining Power of Buyers (High)
Threat of Substitute Products or Services (Moderate)
Level of Industry Competitiveness (High)
AI Impact on the Agricultural Value Chain
Development of New Seed Varieties, Herbicides or Fertilizers -- Accelerated Innovation
Automated Growing and Production Practices
Processing, Packaging and Storage
Distribution to End Users and Retailers
Use Cases
Use Case 1: Optimizing Automated Irrigation Systems
Use Case 2: Automated Weed Control Systems
Use Case 3: Livestock Health Monitoring
Use Case 4: Automated Pest Control Systems
Use Case 5: Crop Yield Visualization and Forecasting
Chapter 3 Market Dynamics
Overview
Market Drivers
Adoption Is Driven by Labor Shortages and Escalating Labor Costs
Adoption of Drone-based Weed and Pest Management
Market Restraints
Infrastructure Gaps in Developing Regions Hinder the Widespread Use of AI in Agriculture
Data-Related Challenges Impact the Scaling of AI in Agriculture
Market Opportunities
Start-Ups and AgTech Investments Drive AI Adoption in Agriculture
Greenhouse Farming Offers Opportunity for AI in Agriculture
Market Challenges
High Implementation Costs
Chapter 4 Regulatory Landscape
Overview
Regulatory Scenario of AI in Agriculture
Chapter 5 Emerging Trends and Patent Analysis
Emerging Technology
Internet of Things and Edge AI
Natural Language Processing
Generative AI in Agriculture
Patent Analysis
Key Findings
Overview
Chapter 6 Market Segmentation Analysis
Segmentation Breakdown
Market Analysis by Components
Key Takeaways
Software
Services
Hardware
Market Analysis by Technology
Key Takeaways
Machine Learning
Computer Vision
Natural Language Processing
Predictive Analytics
Market Analysis by Application
Key Takeaways
Precision Farming
Drone Analytics
Agricultural Robots
Livestock Monitoring
Other Applications
Geographic Breakdown
Market Analysis by Region
Key Takeaways
North America
Europe
Asia-Pacific
Middle East and Africa
South America
Chapter 7 Competitive Intelligence
Key Takeaways
Competitive Analysis
Strategic Analysis
Investment Landscape
Chapter 8 Sustainability in AI in the Agriculture Industry: ESG Perspective
Introduction to ESG
Sustainability Trends and Initiatives in AI in the Agriculture Industry
ESG Risk Ratings
Concluding Remarks from BCC Research
Chapter 9 Appendix
Research Methodology
Sources
Abbreviations
Company Profiles
AEROBOTICS PTY. LTD.
BAYER AG
CROPIN TECHNOLOGY SOLUTIONS PVT. LTD.
CROPX INC.
DEERE & CO.
EAGLENXT
ECOROBOTIX
GAMAYA
IBM CORP.
INTELLIAS
MICROSOFT
N-IX LLC.
SYNGENTA AG
TARANIS
TRIMBLE INC.
Emerging Start-ups/Market Disruptors

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List of Tables/Graphs

List of Tables
Summary Table : Global Market for AI in Agriculture, by Region, Through 2030
Table 1 : Agricultural Drone Adoption Trend Across Indian States
Table 2 : AI Agricultural Start-Ups with Funding, 2024
Table 3 : AI in Agriculture Market Regulatory Analysis by Region
Table 4 : Granted Patents for AI in Agriculture Market, 2021–2025
Table 5 : Global Market for AI in Agriculture, by Components, Through 2030
Table 6 : Global Market for Software in AI in Agriculture, by Region, Through 2030
Table 7 : Global Market for Services in AI in Agriculture, by Region, Through 2030
Table 8 : Global Market for Hardware in AI in Agriculture, by Region, Through 2030
Table 9 : Global Market for AI in Agriculture, by Technology, Through 2030
Table 10 : Global Market for Machine Learning in AI in Agriculture, by Region, Through 2030
Table 11 : Global Market for Computer Vision in AI in Agriculture, by Region, Through 2030
Table 12 : Global Market for Natural Language Processing in AI in Agriculture, by Region, Through 2030
Table 13 : Global Market for Predictive Analytics in AI in Agriculture, by Region, Through 2030
Table 14 : Global Market for AI in Agriculture, by Application, Through 2030
Table 15 : Global Market for Precision Farming in AI in Agriculture, by Region, Through 2030
Table 16 : Global Market for Drone Analytics in AI in Agriculture, by Region, Through 2030
Table 17 : Global Market for Agricultural Robots in AI in Agriculture, by Region, Through 2030
Table 18 : Global Market for Livestock Monitoring in AI in Agriculture, by Region, Through 2030
Table 19 : Global Market for Other Applications in AI in Agriculture, by Region, Through 2030
Table 20 : Global Market for AI in Agriculture, by Region, Through 2030
Table 21 : North American Market for AI in Agriculture, by Components, Through 2030
Table 22 : North American Market for AI in Agriculture, by Technology, Through 2030
Table 23 : North American Market for AI in Agriculture, by Application, Through 2030
Table 24 : North American Market for AI in Agriculture, by Country, Through 2030
Table 25 : European Market for AI in Agriculture, by Component, Through 2030
Table 26 : European Market for AI in Agriculture, by Technology, Through 2030
Table 27 : European Market for AI in Agriculture, by Application, Through 2030
Table 28 : European Market for AI in Agriculture, by Country, Through 2030
Table 29 : Asia-Pacific Market for AI in Agriculture, by Component, Through 2030
Table 30 : Asia-Pacific Market for AI in Agriculture, by Technology, Through 2030
Table 31 : Asia-Pacific Market for AI in Agriculture, by Application, Through 2030
Table 32 : Asia-Pacific Market for AI in Agriculture, by Country, Through 2030
Table 33 : MEA Market for AI in Agriculture, by Component, Through 2030
Table 34 : MEA Market for AI in Agriculture, by Technology, Through 2030
Table 35 : MEA Market for AI in Agriculture, by Application, Through 2030
Table 36 : South American Market for AI in Agriculture, by Component, Through 2030
Table 37 : South American Market for AI in Agriculture, by Technology, Through 2030
Table 38 : South American Market for AI in Agriculture, by Application, Through 2030
Table 39 : Ranking of Top Businesses in AI in Agriculture Market, 2024
Table 40 : Key Developments in the AI in Agriculture Market, 2023–2025
Table 41 : Recent Investments in AI in Agriculture Industry, 2024
Table 42 : ESG Risk Rankings for AI in Agriculture Market Companies, 2025*
Table 43 : Information Sources Used in this Report
Table 44 : Abbreviations Used in this Report
Table 45 : Aerobotics Pty. Ltd.: Company Snapshot
Table 46 : Aerobotics Pty. Ltd.: Product Portfolio
Table 47 : Bayer AG: Company Snapshot
Table 48 : Bayer AG: Financial Performance, FY 2023 and 2024
Table 49 : Bayer AG: Product Portfolio
Table 50 : Bayer AG: News/Key Developments, 2024
Table 51 : Cropin Technology Solutions Pvt. Ltd.: Company Snapshot
Table 52 : Cropin Technology Solutions Pvt. Ltd.: Product Portfolio
Table 53 : Cropin Technology Solutions Pvt. Ltd.: News/Key Developments, 2024–2025
Table 54 : CropX Inc.: Company Snapshot
Table 55 : CropX Inc.: Product Portfolio
Table 56 : CropX Inc.: News/Key Developments, 2025
Table 57 : Deere & Co.: Company Snapshot
Table 58 : Deere & Co.: Financial Performance, FY 2023 and 2024
Table 59 : Deere & Co.: Product Portfolio
Table 60 : Deere & Co.: News/Key Developments, 2023
Table 61 : EagleNXT: Company Snapshot
Table 62 : EagleNXT: Financial Performance, FY 2023 and 2024
Table 63 : EagleNXT: Product Portfolio
Table 64 : EagleNXT: News/Key Developments, 2025
Table 65 : Ecorobotix: Company Snapshot
Table 66 : Ecorobotix: Product Portfolio
Table 67 : Ecorobotix: News/Key Developments, 2025
Table 68 : Gamaya: Company Snapshot
Table 69 : Gamaya: Product Portfolio
Table 70 : Gamaya: News/Key Developments, 2024
Table 71 : IBM Corp.: Company Snapshot
Table 72 : IBM Corp.: Financial Performance, FY 2023 and 2024
Table 73 : IBM Corp.: Product Portfolio
Table 74 : IBM Corp.: News/Key Developments, 2024
Table 75 : Intellias: Company Snapshot
Table 76 : Intellias: Product Portfolio
Table 77 : Intellias: News/Key Developments, 2025
Table 78 : Microsoft: Company Snapshot
Table 79 : Microsoft: Financial Performance, FY 2024 and 2025
Table 80 : Microsoft: Product Portfolio
Table 81 : Microsoft: News/Key Developments, 2024–2025
Table 82 : N-iX LLC.: Company Snapshot
Table 83 : N-iX LLC.: Product Portfolio
Table 84 : Syngenta AG: Company Snapshot
Table 85 : Syngenta AG: Financial Performance, FY 2023 and 2024
Table 86 : Syngenta AG: Product Portfolio
Table 87 : Syngenta AG: News/Key Developments, 2024
Table 88 : Taranis: Company Snapshot
Table 89 : Taranis: Product Portfolio
Table 90 : Taranis: News/Key Developments, 2024
Table 91 : Trimble Inc.: Company Snapshot
Table 92 : Trimble Inc.: Financial Performance, FY 2023 and 2024
Table 93 : Trimble Inc.: Product Portfolio
Table 94 : Trimble Inc.: News/Key Developments, 2023
Table 95 : List of a Few Emerging Startups in the AI in Agriculture Market