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PUBLISHER: BCC Research | PRODUCT CODE: 1872691
PUBLISHER: BCC Research | PRODUCT CODE: 1872691
AI in Agriculture: Global Markets
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PAGES: 124 Pages
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The global market for AI in agriculture is estimated to grow from $2.8 billion in 2025 to reach $8.5 billion by the end of 2030, at a compound annual growth rate (CAGR) of 25.1% from 2025 through 2030.
The North American market for AI in agriculture is estimated to grow from $999.7 million in 2025 to reach $3.1 billion by the end of 2030, at a CAGR of 25.6% from 2025 through 2030.
The Asia-Pacific market for AI in agriculture is estimated to grow from $662 million in 2025 to reach $2.5 billion by the end of 2030, at a CAGR of 30.3% from 2025 through 2030.
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
Product Code: AIT015A
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
Product Code: AIT015A
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
List of Figures
- Summary Figure : Global Market Shares of AI in Agriculture, by Region, 2024
- Figure 1 : Application of AI in the Agriculture Industry
- Figure 2 : Porter's Five Forces Analysis: AI in Agriculture Market
- Figure 3 : Impact of AI on the Agricultural Value Chain
- Figure 4 : Snapshot of the Market Dynamics for AI in Agriculture
- Figure 5 : Emerging Technologies in AI in the Agriculture Market
- Figure 6 : Granted Patents for AI in Agriculture, by Year, 2022-2025
- Figure 7 : Patent Share for AI in Agriculture, by Assignee Country, 2021-2025
- Figure 8 : Global Market Shares of AI in Agriculture, by Components, 2024
- Figure 9 : Global Market Shares of Software in AI in Agriculture, by Region, 2024
- Figure 10 : Global Market Shares of Services in AI in Agriculture, by Region, 2024
- Figure 11 : Global Market Shares of Hardware in AI in Agriculture, by Region, 2024
- Figure 12 : Global Market Share of AI in Agriculture, by Technology, 2024
- Figure 13 : Global Market Shares of Machine Learning in AI in Agriculture, by Region, 2024
- Figure 14 : Global Market Shares of Computer Vision in AI in Agriculture, by Region, 2024
- Figure 15 : Global Market Shares of Natural Language Processing in AI in Agriculture, by Region, 2024
- Figure 16 : Global Market Shares of Predictive Analytics in AI in Agriculture, by Region, 2024
- Figure 17 : Global Market Shares of AI in Agriculture, by Application, 2024
- Figure 18 : Global Market Shares of Precision Farming in AI in Agriculture, by Region, 2024
- Figure 19 : Global Market Shares of Drone Analytics in AI in Agriculture, by Region, 2024
- Figure 20 : Global Market Shares of Agricultural Robots in AI in Agriculture, by Region, 2024
- Figure 21 : Global Market Shares of Livestock Monitoring in AI in Agriculture, by Region, 2024
- Figure 22 : Global Market Shares of Other Applications in AI in Agriculture, by Region, 2024
- Figure 23 : Global Market Shares of AI in Agriculture, by Region, 2024
- Figure 24 : North American Market Shares of AI in Agriculture, by Components, 2024
- Figure 25 : North American Market Shares of AI in Agriculture, by Technology, 2024
- Figure 26 : North American Market Shares of AI in Agriculture, by Application, 2024
- Figure 27 : North American Market Shares of AI in Agriculture, by Country, 2024
- Figure 28 : European Market Shares of AI in Agriculture, by Component, 2024
- Figure 29 : European Market Shares of AI in Agriculture, by Technology, 2024
- Figure 30 : European Market Shares of AI in Agriculture, by Application, 2024
- Figure 31 : European Market Shares of AI in Agriculture, by Country, 2024
- Figure 32 : Asia-Pacific Market Shares of AI in Agriculture, by Component, 2024
- Figure 33 : Asia-Pacific Market Shares of AI in Agriculture, by Technology, 2024
- Figure 34 : Asia-Pacific Market Shares of AI in Agriculture, by Application, 2024
- Figure 35 : Asia-Pacific Market Shares of AI in Agriculture, by Country, 2024
- Figure 36 : MEA Market Shares of AI in Agriculture, by Component, 2024
- Figure 37 : MEA Market Shares of AI in Agriculture, by Technology, 2024
- Figure 38 : MEA Market Shares of AI in Agriculture, by Application, 2024
- Figure 39 : South American Market Shares of AI in Agriculture, by Component, 2024
- Figure 40 : South American Market Shares of AI in Agriculture, by Technology, 2024
- Figure 41 : South American Market Shares of AI in Agriculture, by Application, 2024
- Figure 42 : Bayer AG: Revenue Share, by Business Unit, FY 2024
- Figure 43 : Bayer AG: Revenue Share, by Region/Country, FY 2024
- Figure 44 : Deere & Co.: Revenue Share, by Business Unit, FY 2024
- Figure 45 : Deere & Co.: Revenue Share, by Country/Region, FY 2024
- Figure 46 : EagleNXT: Revenue Share, by Business Unit, FY 2024
- Figure 47 : EagleNXT: Revenue Share, by Region/Country, FY 2024
- Figure 48 : IBM Corp.: Revenue Share, by Business Unit, FY 2024
- Figure 49 : IBM Corp.: Revenue Share, by Country/Region, FY 2024
- Figure 50 : Microsoft: Revenue Share, by Business Unit, FY 2025
- Figure 51 : Microsoft: Revenue Share, by Country/Region, FY 2025
- Figure 52 : Syngenta AG: Revenue Share, by Business Unit, FY 2024
- Figure 53 : Syngenta AG: Revenue Share, by Region/Country, FY 2024
- Figure 54 : Trimble Inc.: Revenue Share, by Business Unit, FY 2024
- Figure 55 : Trimble Inc.: Revenue Share, by Region/Country, FY 2024
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