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人工智能精密農業

市場調查報告書

商品編碼

1872691

農業人工智慧：全球市場

AI in Agriculture: Global Markets

出版日期: 2025年11月10日 | 出版商:

BCC Research | 英文 124 Pages | 訂單完成後即時交付

價格

簡介目錄圖表

全球農業人工智慧市場預計將從 2025 年的 28 億美元成長到 2030 年底的 85 億美元，2025 年至 2030 年的複合年成長率為 25.1%。

預計北美市場將從2025年的9.997億美元成長到2030年底的31億美元，2025年至2030年的複合年成長率為25.6%。預計亞太市場將從2025年的6.62億美元成長到2030年底的25億美元，複合年成長率為30.3%。

本報告調查了全球農業人工智慧市場，並提供了市場概況、市場影響因素和市場機會分析、技術趨勢、法律制度、市場規模趨勢和預測、按各個細分市場和地區進行的詳細分析以及主要企業的概況。

概述
宏觀經濟因素分析
政府政策和法規
技術基礎設施和數位化準備
全球貿易與供應鏈動態
美國關稅的影響
波特五力分析
人工智慧對農業價值鏈的影響
開發新的種子品種、除草劑和肥料—加速創新
自動化栽培和生產方法
加工、包裝、儲存
分銷給最終用戶和零售商
用例
應用案例 1：最佳化自動灌溉系統
應用案例 2：自動化除草系統
用例 3：牲畜健康監測
用例 4：自動化害蟲控制系統
用例 5：作物產量視覺化和預測

第3章市場動態

概述
市場促進因素
勞動力短缺和人事費用上升正在推動這一趨勢。
引入基於無人機的雜草和害蟲管理
市場限制
發展中地區基礎設施匱乏
數據相關挑戰
市場機遇
Start-Ups和農業技術投資
溫室農業為農業人工智慧提供了機遇
市場挑戰
高昂的實施成本

第4章：監理現狀

概述
農業人工智慧的監管情景

第5章新興趨勢與專利分析

新興技術
物聯網和邊緣人工智慧
自然語言處理
農業中的生成式人工智慧
專利分析
主要發現
概述

第6章市場區隔分析

細分市場分析
按組件分類的市場分析
重點總結
軟體
服務
硬體
市場分析：按技術分類
重點總結
機器學習
電腦視覺
自然語言處理
預測分析
市場分析：按應用領域
重點總結
精密農業
無人機分析
農業機器人
牲畜監測
其他
地理細分
按地區分類的市場分析
重點總結
北美洲
歐洲
亞太地區
中東和非洲
南美洲

第7章競爭訊息

重點總結
競爭分析
戰略分析
投資環境

第8章人工智慧在農業領域的永續性：ESG視角

ESG簡介
農業人工智慧永續性的趨勢與舉措
ESG風險評估
BCC的結語

第9章附錄

調查方法
來源
簡稱
公司簡介
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.
新興Start-Ups/市場顛覆者

簡介目錄圖表

Product Code: AIT015A

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

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

簡介目錄圖表

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