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市場調查報告書
商品編碼
1790302

農業生成人工智慧市場規模、佔有率和趨勢分析報告:按技術、應用、地區和細分市場預測,2025 年至 2033 年

Generative AI In Agriculture Market Size, Share & Trends Analysis Report By Technology, By Application (Precision Farming, Livestock Management, Agricultural Robotics & Automation, Weather Forecasting), By Region, And Segment Forecasts, 2025 - 2033

出版日期: | 出版商: Grand View Research | 英文 200 Pages | 商品交期: 2-10個工作天內

價格

農業生成人工智慧市場概覽

2024 年,全球農業生成式人工智慧市場規模估計為 2.262 億美元,預計到 2033 年將達到 21.589 億美元,2025 年至 2033 年的複合年成長率為 28.7%。農民擴大使用生成模型來預測產量、天氣影響和投入需求。

這一趨勢透過實現基於場景的規劃來支持精密農業。全球農業領域的生成式人工智慧產業正朝著人工智慧主導的作物模擬和決策工具的方向發展。用於農業指導、產量預測和氣候適應的便利高效人工智慧模型的開發,正在推動農業領域生成式人工智慧市場的成長。這表明,對本地化、多語言和氣候適應性諮詢工具的需求日益成長,尤其是對於新興地區的小農戶而言,這標誌著從通用人工智慧轉向適用於服務不足的農業生態系統的低成本、可擴展解決方案的轉變。為了大規模滿足這些需求,越來越多的公司正在開發輕量級的專用模型。例如,2024年4月,印度軟體公司Cropin Technology Solutions Private Limited推出了aksara,這是一個開放原始碼微語言模型。它支援五個國家的九種主要作物,並為小農戶和農業相關人員提供在地化、低資源的生成式人工智慧諮詢服務。該舉措凸顯了人們日益重視使生成式人工智慧更具包容性、永續性,並與當地農業優先事項保持一致。

人工智慧日益融入現有的數位農業平台,透過在整個農業週期中實現及時的數據主導決策,推動了市場成長。這些平台將生成式人工智慧與衛星影像、物聯網資料和管理系統結合,提供情境感知建議。這提高了資源效率,改善了作物產量,並降低了營運風險。農民可以更有效地應對天氣變化和病蟲害威脅等動態因素。對智慧互聯農業解決方案日益成長的需求,正在加速生成式人工智慧在農業領域的應用。例如,2024年3月,德國生命科學公司拜耳股份公司與微軟和安永合作,推出了一款基於專有農學資料和專家見解進行訓練的探索性生成式人工智慧系統。該工具透過客製化和經過檢驗的回應,提供快速且準確的建議,並擴大農業情報的取得管道,尤其面向小規模農戶。

機器學習、電腦視覺和電腦/雲端基礎設施的進步正在改變農業實踐。機器學習演算法能夠準確預測作物產量、疾病爆發和土壤健康狀況。電腦視覺系統處理無人機和衛星影像,即時監測作物長勢。這些工具有助於高精度地檢測病蟲害和營養缺乏等問題。同時,雲端基礎設施的改進提供了可擴展的資料儲存和處理能力。農民現在可以遠端存取分析平台,從而做出更明智的決策。與物聯網設備的整合進一步增強了即時監控和自動化。這些技術減少了體力勞動,並提高了營運效率。雲端基礎的解決方案還支援整個價值鏈相關人員之間的協作。這些進步共同推動著數據主導的農業轉向更智慧、更永續的轉變。

目錄

第1章調查方法與範圍

第2章執行摘要

第3章 農業生成人工智慧市場變數、趨勢與範圍

  • 農業領域生成式人工智慧的全球市場展望
  • 產業價值鏈分析
  • 市場動態
    • 市場促進因素分析
    • 市場限制因素分析
    • 產業挑戰
  • 波特五力分析
    • 供應商權力
    • 購買力
    • 替代威脅
    • 來自新進入者的威脅
    • 競爭對手之間的競爭
  • PESTEL分析
    • 政治
    • 經濟
    • 社會
    • 科技
    • 環境
    • 合法的

4. 農業市場中的生成人工智慧:技術展望與預測

  • 農業市場中的生成式人工智慧:2024 年和 2033 年技術變革分析

5. 農業市場中的生成人工智慧:應用前景與預測

  • 農業生成人工智慧市場:2024 年和 2033 年應用趨勢分析

6. 農業生成人工智慧市場:區域、估值和趨勢分析

  • 2024 年和 2033 年農業生成人工智慧市場佔有率(按地區分類,百萬美元)
  • 北美洲
    • 美國
    • 加拿大
    • 墨西哥
  • 歐洲
    • 英國
    • 德國
    • 法國
  • 亞太地區
    • 中國
    • 日本
    • 印度
    • 澳洲
    • 韓國
  • 拉丁美洲
    • 巴西
  • 中東和非洲
    • 沙烏地阿拉伯
    • 阿拉伯聯合大公國
    • 南非

第7章 競爭態勢

  • 主要市場參與企業的近期趨勢和影響分析
  • 供應商格局
    • 公司分類
    • 主要經銷商和通路合作夥伴名單
    • 潛在客戶名單
  • 競爭動態
    • 競爭基準化分析
    • 戰略地圖
    • 熱圖分析
  • 公司簡介/上市公司
    • Agmatix
    • AgroScout
    • Bayer AG
    • Carbon Robotics
    • Deere & Company(John Deere)
    • DeepAgro
    • IBM Corporation
    • KissanAI
    • Microsoft
    • Syngenta Group
Product Code: GVR-4-68040-683-2

Generative AI In Agriculture Market Summary

The global generative AI in agriculture market size was estimated at USD 226.2 million in 2024 and is projected to reach USD 2,158.9 million by 2033, growing at a CAGR of 28.7% from 2025 to 2033. Farmers are increasingly using generative models to predict yields, weather impacts, and input requirements.

This trend supports precision agriculture by enabling scenario-based planning. The global generative AI in agriculture industry is witnessing a shift toward AI-driven crop simulation and decision-making tools. The development of specialized, accessible, and efficient AI models for agricultural advisory, yield prediction, and climate adaptation is driving growth in the generative AI in agriculture market. This indicates growing demand for localized, multilingual, and climate-resilient advisory tools, especially for smallholder farmers in emerging regions, and signals a shift from general-purpose AI to frugal, scalable solutions suited for underserved agricultural ecosystems. Companies are increasingly developing lightweight, specialized models to address these needs at scale. For instance, in April 2024, Cropin Technology Solutions Private Limited, a software company in India, launched akṣara, an open-source micro language model built on Mistral, designed for climate-smart agriculture in the Global South. It supports nine key crops across five countries, offering localized, low-resource generative AI advisory to smallholder farmers and agricultural stakeholders. This initiative highlights the growing focus on making generative AI more inclusive, sustainable, and aligned with regional agrarian priorities.

The increasing integration of AI with existing digital agriculture platforms is propelling market growth as it enables timely and data-driven decisions throughout the farming cycle. These platforms use generative AI alongside satellite imagery, IoT data, and management systems to deliver context-specific recommendations. This improves resource efficiency, better crop outcomes, and reduced operational risks. Farmers can respond more effectively to dynamic factors such as weather changes or pest threats. The rising demand for intelligent, connected farming solutions is accelerating the adoption of generative AI in agriculture. For instance, in March 2024, Bayer AG, a German life science company, collaborated with Microsoft and Ernst & Young to launch a pilot generative AI system trained on proprietary agronomic data and expert insights. The tool provides fast, accurate recommendations and expands access to agronomic intelligence, especially for smallholder farmers, through customized, validated responses.

Advancements in machine learning, computer vision, and compute/cloud infrastructure are transforming agricultural practices. Machine learning algorithms enable accurate predictions for crop yields, disease outbreaks, and soil health. Computer vision systems process drone and satellite imagery to monitor crop conditions in real time. These tools help detect issues such as pest infestations or nutrient deficiencies with high precision. Meanwhile, improvements in cloud infrastructure provide scalable data storage and processing capabilities. Farmers can now access analytics platforms from remote locations, enabling informed decision-making. Integration with IoT devices further enhances real-time monitoring and automation. These technologies reduce manual intervention and improve operational efficiency. Cloud-based solutions also support collaboration between stakeholders across the value chain. Together, these advancements are driving a data-driven shift toward smarter, more sustainable agriculture.

Global Generative AI In Agriculture Market Report Segmentation

This report forecasts revenue growth at global, regional, and country levels and provides an analysis of the latest industry trends and opportunities in each of the sub-segments from 2021 to 2033. For this study, Grand View Research has segmented the global generative AI in agriculture market report in terms of technology, application, and region.

  • Technology Outlook (Revenue, USD Million, 2021 - 2033)
  • Machine Learning
  • Natural Language Processing
  • Computer Vision
  • Generative Adversarial Networks (GANs)
  • Application Outlook (Revenue, USD Million, 2021 - 2033)
  • Precision Farming
  • Livestock Management
  • Agricultural Robotics & Automation
  • Weather Forecasting
  • Others
  • Regional Outlook (Revenue, USD Million, 2021 - 2033)
  • North America
    • U.S.
    • Canada
    • Mexico
  • Europe
    • UK
    • Germany
    • France
  • Asia Pacific
    • China
    • Japan
    • India
    • Australia
    • South Korea
  • Latin America
    • Brazil
  • Middle East & Africa (MEA)
    • KSA
    • UAE
    • South Africa

Table of Contents

Chapter 1. Methodology and Scope

  • 1.1. Market Segmentation & Scope
  • 1.2. Market Definition
  • 1.3. Information Procurement
    • 1.3.1. Purchased Database
    • 1.3.2. GVR's Internal Database
    • 1.3.3. Secondary Sources & Third-Party Perspectives
    • 1.3.4. Primary Research
  • 1.4. Information Analysis
    • 1.4.1. Data Analysis Models
  • 1.5. Market Formulation & Data Visualization
  • 1.6. Data Validation & Publishing

Chapter 2. Executive Summary

  • 2.1. Market Insights
  • 2.2. Segmental Outlook
  • 2.3. Competitive Outlook

Chapter 3. Generative AI in Agriculture Market Variables, Trends & Scope

  • 3.1. Global Generative AI in Agriculture Market Outlook
  • 3.2. Industry Value Chain Analysis
  • 3.3. Market Dynamics
    • 3.3.1. Market Driver Analysis
    • 3.3.2. Market Restraint Analysis
    • 3.3.3. Industry Challenges
  • 3.4. Porter's Five Forces Analysis
    • 3.4.1. Supplier Power
    • 3.4.2. Buyer Power
    • 3.4.3. Substitution Threat
    • 3.4.4. Threat from New Entrant
    • 3.4.5. Competitive Rivalry
  • 3.5. PESTEL Analysis
    • 3.5.1. Political Landscape
    • 3.5.2. Economic Landscape
    • 3.5.3. Social Landscape
    • 3.5.4. Technological Landscape
    • 3.5.5. Environmental Landscape
    • 3.5.6. Legal Landscape

Chapter 4. Generative AI in Agriculture Market: Technology Estimates & Forecasts

  • 4.1. Generative AI in Agriculture Market: Technology Movement Analysis, 2024 & 2033
    • 4.1.1. Machine Learning
      • 4.1.1.1. Machine Learning Market estimates and forecast, 2021 - 2033 (USD Million)
    • 4.1.2. Natural Language Processing
      • 4.1.2.1. Natural Language Processing Market estimates and forecast, 2021 - 2033 (USD Million)
    • 4.1.3. Computer Vision
      • 4.1.3.1. Computer Vision Market estimates and forecast, 2021 - 2033 (USD Million)
    • 4.1.4. Generative Adversarial Networks (GANs)
      • 4.1.4.1. Generative Adversarial Networks (GANs) Market estimates and forecast, 2021 - 2033 (USD Million)

Chapter 5. Generative AI in Agriculture Market: Application Estimates & Forecasts

  • 5.1. Generative AI in Agriculture Market: Application Movement Analysis, 2024 & 2033
    • 5.1.1. Precision Farming
      • 5.1.1.1. Precision Farming Market estimates and forecast, 2021 - 2033 (USD Million)
    • 5.1.2. Livestock Management
      • 5.1.2.1. Livestock Management Market estimates and forecast, 2021 - 2033 (USD Million)
    • 5.1.3. Agricultural Robotics & Automation
      • 5.1.3.1. Agricultural Robotics & Automation Market estimates and forecast, 2021 - 2033 (USD Million)
    • 5.1.4. Weather Forecasting
      • 5.1.4.1. Weather Forecasting Market estimates and forecast, 2021 - 2033 (USD Million)
    • 5.1.5. Others
      • 5.1.5.1. Others Market estimates and forecast, 2021 - 2033 (USD Million)

Chapter 6. Generative AI in Agriculture Market: Regional Estimates & Trend Analysis

  • 6.1. Generative AI in Agriculture Market Share, By Region, 2024 & 2033, USD Million
  • 6.2. North America
    • 6.2.1. North America Generative AI in Agriculture Market Estimates and Forecasts, 2021 - 2033 (USD Million)
      • 6.2.1.1. North America Generative AI in Agriculture Market Estimates and Forecasts, by Country, 2021 - 2033 (USD Million)
      • 6.2.1.2. North America Generative AI in Agriculture Market Estimates and Forecasts, by Technology, 2021 - 2033 (USD Million)
      • 6.2.1.3. North America Generative AI in Agriculture Market Estimates and Forecasts, by Application, 2021 - 2033 (USD Million)
    • 6.2.2. U.S.
      • 6.2.2.1. U.S. Generative AI in Agriculture Market Estimates and Forecasts, 2021 - 2033 (USD Million)
      • 6.2.2.2. U.S. Generative AI in Agriculture Market Estimates and Forecasts, by Technology, 2021 - 2033 (USD Million)
      • 6.2.2.3. U.S. Generative AI in Agriculture Market Estimates and Forecasts, by Application, 2021 - 2033 (USD Million)
      • 6.2.2.4. U.S. Generative AI in Agriculture Market Estimates and Forecasts, by Application, 2021 - 2033 (USD Million)
    • 6.2.3. Canada
      • 6.2.3.1. Canada Generative AI in Agriculture Market Estimates and Forecasts, 2021 - 2033 (USD Million)
      • 6.2.3.2. Canada Generative AI in Agriculture Market Estimates and Forecasts, by Technology, 2021 - 2033 (USD Million)
      • 6.2.3.3. Canada Generative AI in Agriculture Market Estimates and Forecasts, by Application, 2021 - 2033 (USD Million)
    • 6.2.4. Mexico
      • 6.2.4.1. Mexico Generative AI in Agriculture Market Estimates and Forecasts, 2021 - 2033 (USD Million)
      • 6.2.4.2. Mexico Generative AI in Agriculture Market Estimates and Forecasts, by Technology, 2021 - 2033 (USD Million)
      • 6.2.4.3. Mexico Generative AI in Agriculture Market Estimates and Forecasts, by Application, 2021 - 2033 (USD Million)
  • 6.3. Europe
    • 6.3.1. Europe Generative AI in Agriculture Market Estimates and Forecasts, 2021 - 2033 (USD Million)
      • 6.3.1.1. Europe Generative AI in Agriculture Market Estimates and Forecasts, by Country, 2021 - 2033 (USD Million)
      • 6.3.1.2. Europe Generative AI in Agriculture Market Estimates and Forecasts, by Technology, 2021 - 2033 (USD Million)
      • 6.3.1.3. Europe Generative AI in Agriculture Market Estimates and Forecasts, by Application, 2021 - 2033 (USD Million)
    • 6.3.2. UK
      • 6.3.2.1. UK Generative AI in Agriculture Market Estimates and Forecasts, 2021 - 2033 (USD Million)
      • 6.3.2.2. UK Generative AI in Agriculture Market Estimates and Forecasts, by Technology, 2021 - 2033 (USD Million)
      • 6.3.2.3. UK Generative AI in Agriculture Market Estimates and Forecasts, by Application, 2021 - 2033 (USD Million)
    • 6.3.3. Germany
      • 6.3.3.1. Germany Generative AI in Agriculture Market Estimates and Forecasts, 2021 - 2033 (USD Million)
      • 6.3.3.2. Germany Generative AI in Agriculture Market Estimates and Forecasts, by Technology, 2021 - 2033 (USD Million)
      • 6.3.3.3. Germany Generative AI in Agriculture Market Estimates and Forecasts, by Application, 2021 - 2033 (USD Million)
    • 6.3.4. France
      • 6.3.4.1. France Generative AI in Agriculture Market Estimates and Forecasts, 2021 - 2033 (USD Million)
      • 6.3.4.2. France Generative AI in Agriculture Market Estimates and Forecasts, by Technology, 2021 - 2033 (USD Million)
      • 6.3.4.3. France Generative AI in Agriculture Market Estimates and Forecasts, by Application, 2021 - 2033 (USD Million)
  • 6.4. Asia Pacific
    • 6.4.1. Asia Pacific Generative AI in Agriculture Market Estimates and Forecasts, 2021 - 2033 (USD Million)
      • 6.4.1.1. Asia Pacific Generative AI in Agriculture Market Estimates and Forecasts, by Country, 2021 - 2033 (USD Million)
      • 6.4.1.2. Asia Pacific Generative AI in Agriculture Market Estimates and Forecasts, by Technology, 2021 - 2033 (USD Million)
      • 6.4.1.3. Asia Pacific Generative AI in Agriculture Market Estimates and Forecasts, by Application, 2021 - 2033 (USD Million)
    • 6.4.2. China
      • 6.4.2.1. China Generative AI in Agriculture Market Estimates and Forecasts, 2021 - 2033 (USD Million)
      • 6.4.2.2. China Generative AI in Agriculture Market Estimates and Forecasts, by Technology, 2021 - 2033 (USD Million)
      • 6.4.2.3. China Generative AI in Agriculture Market Estimates and Forecasts, by Application, 2021 - 2033 (USD Million)
    • 6.4.3. Japan
      • 6.4.3.1. Japan Generative AI in Agriculture Market Estimates and Forecasts, 2021 - 2033 (USD Million)
      • 6.4.3.2. Japan Generative AI in Agriculture Market Estimates and Forecasts, by Technology, 2021 - 2033 (USD Million)
      • 6.4.3.3. Japan Generative AI in Agriculture Market Estimates and Forecasts, by Application, 2021 - 2033 (USD Million)
    • 6.4.4. India
      • 6.4.4.1. India Generative AI in Agriculture Market Estimates and Forecasts, 2021 - 2033 (USD Million)
      • 6.4.4.2. India Generative AI in Agriculture Market Estimates and Forecasts, by Technology, 2021 - 2033 (USD Million)
      • 6.4.4.3. India Generative AI in Agriculture Market Estimates and Forecasts, by Application, 2021 - 2033 (USD Million)
    • 6.4.5. Australia
      • 6.4.5.1. Australia Generative AI in Agriculture Market Estimates and Forecasts, 2021 - 2033 (USD Million)
      • 6.4.5.2. Australia Generative AI in Agriculture Market Estimates and Forecasts, by Technology, 2021 - 2033 (USD Million)
      • 6.4.5.3. Australia Generative AI in Agriculture Market Estimates and Forecasts, by Application, 2021 - 2033 (USD Million)
    • 6.4.6. South Korea
      • 6.4.6.1. South Korea Generative AI in Agriculture Market Estimates and Forecasts, 2021 - 2033 (USD Million)
      • 6.4.6.2. South Korea Generative AI in Agriculture Market Estimates and Forecasts, by Technology, 2021 - 2033 (USD Million)
      • 6.4.6.3. South Korea Generative AI in Agriculture Market Estimates and Forecasts, by Application, 2021 - 2033 (USD Million)
  • 6.5. Latin America
    • 6.5.1. Latin America Generative AI in Agriculture Market Estimates and Forecasts, 2021 - 2033 (USD Million)
      • 6.5.1.1. Latin America Generative AI in Agriculture Market Estimates and Forecasts, by Country, 2021 - 2033 (USD Million)
      • 6.5.1.2. Latin America Generative AI in Agriculture Market Estimates and Forecasts, by Technology, 2021 - 2033 (USD Million)
      • 6.5.1.3. Latin America Generative AI in Agriculture Market Estimates and Forecasts, by Application, 2021 - 2033 (USD Million)
    • 6.5.2. Brazil
      • 6.5.2.1. Brazil Generative AI in Agriculture Market Estimates and Forecasts, 2021 - 2033 (USD Million)
      • 6.5.2.2. Brazil Generative AI in Agriculture Market Estimates and Forecasts, by Technology, 2021 - 2033 (USD Million)
      • 6.5.2.3. Brazil Generative AI in Agriculture Market Estimates and Forecasts, by Application, 2021 - 2033 (USD Million)
  • 6.6. Middle East and Africa
    • 6.6.1. Middle East and Africa Generative AI in Agriculture Market Estimates and Forecasts, 2021 - 2033 (USD Million)
      • 6.6.1.1. Middle East and Africa Generative AI in Agriculture Market Estimates and Forecasts, by Country, 2021 - 2033 (USD Million)
      • 6.6.1.2. Middle East and Africa Generative AI in Agriculture Market Estimates and Forecasts, by Technology, 2021 - 2033 (USD Million)
      • 6.6.1.3. Middle East and Africa Generative AI in Agriculture Market Estimates and Forecasts, by Application, 2021 - 2033 (USD Million)
    • 6.6.2. KSA
      • 6.6.2.1. KSA Generative AI in Agriculture Market Estimates and Forecasts, 2021 - 2033 (USD Million)
      • 6.6.2.2. KSA Generative AI in Agriculture Market Estimates and Forecasts, by Technology, 2021 - 2033 (USD Million)
      • 6.6.2.3. KSA Generative AI in Agriculture Market Estimates and Forecasts, by Application, 2021 - 2033 (USD Million)
    • 6.6.3. UAE
      • 6.6.3.1. UAE Generative AI in Agriculture Market Estimates and Forecasts, 2021 - 2033 (USD Million)
      • 6.6.3.2. UAE Generative AI in Agriculture Market Estimates and Forecasts, by Technology, 2021 - 2033 (USD Million)
      • 6.6.3.3. UAE Generative AI in Agriculture Market Estimates and Forecasts, by Application, 2021 - 2033 (USD Million)
    • 6.6.4. South Africa
      • 6.6.4.1. South Africa Generative AI in Agriculture Market Estimates and Forecasts, 2021 - 2033 (USD Million)
      • 6.6.4.2. South Africa Generative AI in Agriculture Market Estimates and Forecasts, by Technology, 2021 - 2033 (USD Million)
      • 6.6.4.3. South Africa Generative AI in Agriculture Market Estimates and Forecasts, by Application, 2021 - 2033 (USD Million)

Chapter 7. Competitive Landscape

  • 7.1. Recent Developments & Impact Analysis, By Key Market Participants
  • 7.2. Vendor Landscape
    • 7.2.1. Company categorization
    • 7.2.2. List of Key Distributors and channel Partners
    • 7.2.3. List of Potential Customers/Listing
  • 7.3. Competitive Dynamics
    • 7.3.1. Competitive Benchmarking
    • 7.3.2. Strategy Mapping
    • 7.3.3. Heat Map Analysis
  • 7.4. Company Profiles/Listing
    • 7.4.1. Agmatix
      • 7.4.1.1. Participant's overview
      • 7.4.1.2. Financial performance
      • 7.4.1.3. Product benchmarking
      • 7.4.1.4. Strategic initiatives
    • 7.4.2. AgroScout
      • 7.4.2.1. Participant's overview
      • 7.4.2.2. Financial performance
      • 7.4.2.3. Product benchmarking
      • 7.4.2.4. Strategic initiatives
    • 7.4.3. Bayer AG
      • 7.4.3.1. Participant's overview
      • 7.4.3.2. Financial performance
      • 7.4.3.3. Product benchmarking
      • 7.4.3.4. Strategic initiatives
    • 7.4.4. Carbon Robotics
      • 7.4.4.1. Participant's overview
      • 7.4.4.2. Financial performance
      • 7.4.4.3. Product benchmarking
      • 7.4.4.4. Strategic initiatives
    • 7.4.5. Deere & Company (John Deere)
      • 7.4.5.1. Participant's overview
      • 7.4.5.2. Financial performance
      • 7.4.5.3. Product benchmarking
      • 7.4.5.4. Strategic initiatives
    • 7.4.6. DeepAgro
      • 7.4.6.1. Participant's overview
      • 7.4.6.2. Financial performance
      • 7.4.6.3. Product benchmarking
      • 7.4.6.4. Strategic initiatives
    • 7.4.7. IBM Corporation
      • 7.4.7.1. Participant's overview
      • 7.4.7.2. Financial performance
      • 7.4.7.3. Product benchmarking
      • 7.4.7.4. Strategic initiatives
    • 7.4.8. KissanAI
      • 7.4.8.1. Participant's overview
      • 7.4.8.2. Financial performance
      • 7.4.8.3. Product benchmarking
      • 7.4.8.4. Strategic initiatives
    • 7.4.9. Microsoft
      • 7.4.9.1. Participant's overview
      • 7.4.9.2. Financial performance
      • 7.4.9.3. Product benchmarking
      • 7.4.9.4. Strategic initiatives
    • 7.4.10. Syngenta Group
      • 7.4.10.1. Participant's overview
      • 7.4.10.2. Financial performance
      • 7.4.10.3. Product benchmarking
      • 7.4.10.4. Strategic initiatives

List of Tables

  • Table 1. Global Generative AI in Agriculture market estimates and forecasts, by region, 2021 - 2033 (USD Million)
  • Table 2. Global Generative AI in Agriculture market estimates and forecasts, by Technology, 2021 - 2033 (USD Million)
  • Table 3. Global Generative AI in Agriculture market estimates and forecasts, by Application, 2021 - 2033 (USD Million)
  • Table 4. North America Generative AI in Agriculture market estimates and forecasts, by country, 2021 - 2033 (USD Million)
  • Table 5. North America Generative AI in Agriculture market estimates and forecasts, by Technology, 2021 - 2033 (USD Million)
  • Table 6. North America Generative AI in Agriculture market estimates and forecasts, by Application, 2021 - 2033 (USD Million)
  • Table 7. U.S. Generative AI in Agriculture market estimates and forecasts, by Technology, 2021 - 2033 (USD Million)
  • Table 8. U.S. Generative AI in Agriculture market estimates and forecasts, by Application, 2021 - 2033 (USD Million)
  • Table 9. Canada Generative AI in Agriculture market estimates and forecasts, by Technology, 2021 - 2033 (USD Million)
  • Table 10. Canada Generative AI in Agriculture market estimates and forecasts, by Application, 2021 - 2033 (USD Million)
  • Table 11. Mexico Generative AI in Agriculture market estimates and forecasts, by Technology, 2021 - 2033 (USD Million)
  • Table 12. Mexico Generative AI in Agriculture market estimates and forecasts, by Application, 2021 - 2033 (USD Million)
  • Table 13. Europe Generative AI in Agriculture market estimates and forecasts, by country, 2021 - 2033 (USD Million)
  • Table 14. Europe Generative AI in Agriculture market estimates and forecasts, by Technology, 2021 - 2033 (USD Million)
  • Table 15. Europe Generative AI in Agriculture market estimates and forecasts, by Application, 2021 - 2033 (USD Million)
  • Table 16. UK Generative AI in Agriculture market estimates and forecasts, by Technology, 2021 - 2033 (USD Million)
  • Table 17. UK Generative AI in Agriculture market estimates and forecasts, by Application, 2021 - 2033 (USD Million)
  • Table 18. Germany Generative AI in Agriculture market estimates and forecasts, by Technology, 2021 - 2033 (USD Million)
  • Table 19. Germany Generative AI in Agriculture market estimates and forecasts, by Application, 2021 - 2033 (USD Million)
  • Table 20. France Generative AI in Agriculture market estimates and forecasts, by Technology, 2021 - 2033 (USD Million)
  • Table 21. France Generative AI in Agriculture market estimates and forecasts, by Application, 2021 - 2033 (USD Million)
  • Table 22. Asia Pacific Generative AI in Agriculture market estimates and forecasts, by country, 2021 - 2033 (USD Million)
  • Table 23. Asia Pacific Generative AI in Agriculture market estimates and forecasts, by Technology, 2021 - 2033 (USD Million)
  • Table 24. Asia Pacific Generative AI in Agriculture market estimates and forecasts, by Application, 2021 - 2033 (USD Million)
  • Table 25. China Generative AI in Agriculture market estimates and forecasts, by Technology, 2021 - 2033 (USD Million)
  • Table 26. China Generative AI in Agriculture market estimates and forecasts, by Application, 2021 - 2033 (USD Million)
  • Table 27. Japan Generative AI in Agriculture market estimates and forecasts, by Technology, 2021 - 2033 (USD Million)
  • Table 28. Japan Generative AI in Agriculture market estimates and forecasts, by Application, 2021 - 2033 (USD Million)
  • Table 29. India Generative AI in Agriculture market estimates and forecasts, by Technology, 2021 - 2033 (USD Million)
  • Table 30. India Generative AI in Agriculture market estimates and forecasts, by Application, 2021 - 2033 (USD Million)
  • Table 31. Australia Generative AI in Agriculture market estimates and forecasts, by Technology, 2021 - 2033 (USD Million)
  • Table 32. Australia Generative AI in Agriculture market estimates and forecasts, by Application, 2021 - 2033 (USD Million)
  • Table 33. South Korea Generative AI in Agriculture market estimates and forecasts, by Technology, 2021 - 2033 (USD Million)
  • Table 34. South Korea Generative AI in Agriculture market estimates and forecasts, by Application, 2021 - 2033 (USD Million)
  • Table 35. Latin America Generative AI in Agriculture market estimates and forecasts, by country, 2021 - 2033 (USD Million)
  • Table 36. Latin America Generative AI in Agriculture market estimates and forecasts, by Technology, 2021 - 2033 (USD Million)
  • Table 37. Latin America Generative AI in Agriculture market estimates and forecasts, by Application, 2021 - 2033 (USD Million)
  • Table 38. Brazil Generative AI in Agriculture market estimates and forecasts, by Technology, 2021 - 2033 (USD Million)
  • Table 39. Brazil Generative AI in Agriculture market estimates and forecasts, by Application, 2021 - 2033 (USD Million)
  • Table 40. Middle East & Africa Generative AI in Agriculture market estimates and forecasts, by country, 2021 - 2033 (USD Million)
  • Table 41. Middle East & Africa Generative AI in Agriculture market estimates and forecasts, by Technology, 2021 - 2033 (USD Million)
  • Table 42. Middle East & Africa Generative AI in Agriculture market estimates and forecasts, by Application, 2021 - 2033 (USD Million)
  • Table 43. Saudi Arabia Generative AI in Agriculture market estimates and forecasts, by Technology, 2021 - 2033 (USD Million)
  • Table 44. Saudi Arabia Generative AI in Agriculture market estimates and forecasts, by Application, 2021 - 2033 (USD Million)
  • Table 45. UAE Generative AI in Agriculture market estimates and forecasts, by Technology, 2021 - 2033 (USD Million)
  • Table 46. UAE Generative AI in Agriculture market estimates and forecasts, by Application, 2021 - 2033 (USD Million)
  • Table 47. South Africa Generative AI in Agriculture market estimates and forecasts, by Technology, 2021 - 2033 (USD Million)
  • Table 48. South Africa Generative AI in Agriculture market estimates and forecasts, by Application, 2021 - 2033 (USD Million)

List of Figures

  • Fig. 1 Generative AI in Agriculture market segmentation
  • Fig. 2 Market research process
  • Fig. 3 Information procurement
  • Fig. 4 Primary research pattern
  • Fig. 5 Market research approaches
  • Fig. 6 Parent market analysis
  • Fig. 7 Market formulation & validation
  • Fig. 8 Generative AI in Agriculture market snapshot
  • Fig. 9 Generative AI in Agriculture market segment snapshot
  • Fig. 10 Generative AI in Agriculture market competitive sector snapshot
  • Fig. 11 Market driver relevance analysis (Current & future impact)
  • Fig. 12 Market restraint relevance analysis (Current & future impact)
  • Fig. 13 Value Chain Analysis
  • Fig. 14 Generative AI in Agriculture market: Technology outlook key takeaways (USD Million)
  • Fig. 15 Generative AI in Agriculture market: Technology movement analysis (USD Million), 2024 & 2033
  • Fig. 16 Machine Learning market revenue estimates and forecasts, 2021 - 2033 (USD Million)
  • Fig. 17 Natural Language Processing market revenue estimates and forecasts, 2021 - 2033 (USD Million)
  • Fig. 18 Computer Vision market revenue estimates and forecasts, 2021 - 2033 (USD Million)
  • Fig. 19 Generative Adversarial Networks (GANs) market revenue estimates and forecasts, 2021 - 2033 (USD Million)
  • Fig. 20 Generative AI in Agriculture market: Application outlook key takeaways (USD Million)
  • Fig. 21 Generative AI in Agriculture market: Application movement analysis (USD Million), 2024 & 2033
  • Fig. 22 Precision Farming market revenue estimates and forecasts, 2021 - 2033 (USD Million)
  • Fig. 23 Livestock Management market revenue estimates and forecasts, 2021 - 2033 (USD Million)
  • Fig. 24 Agricultural Robotics & Automation market revenue estimates and forecasts, 2021 - 2033 (USD Million)
  • Fig. 25 Weather Forecasting market revenue estimates and forecasts, 2021 - 2033 (USD Million)
  • Fig. 26 Others market revenue estimates and forecasts, 2021 - 2033 (USD Million)
  • Fig. 27 Generative AI in Agriculture market: Regional outlook, 2024 & 2033, USD Million
  • Fig. 28 North America Generative AI in Agriculture market estimates and forecasts, 2021 - 2033 (USD Million)
  • Fig. 29 U.S. Generative AI in Agriculture market estimates and forecasts, 2021 - 2033 (USD Million)
  • Fig. 30 Canada Generative AI in Agriculture market estimates and forecasts, 2021 - 2033 (USD Million)
  • Fig. 31 Mexico Generative AI in Agriculture market estimates and forecasts, 2021 - 2033 (USD Million)
  • Fig. 32 Europe Generative AI in Agriculture market estimates and forecasts, 2021 - 2033 (USD Million)
  • Fig. 33 UK Generative AI in Agriculture market estimates and forecasts, 2021 - 2033 (USD Million)
  • Fig. 34 Germany Generative AI in Agriculture market estimates and forecasts, 2021 - 2033 (USD Million)
  • Fig. 35 France Generative AI in Agriculture market estimates and forecasts, 2021 - 2033 (USD Million)
  • Fig. 36 Asia Pacific Generative AI in Agriculture market estimates and forecasts, 2021 - 2033 (USD Million)
  • Fig. 37 China Generative AI in Agriculture market estimates and forecasts, 2021 - 2033 (USD Million)
  • Fig. 38 Japan Generative AI in Agriculture market estimates and forecasts, 2021 - 2033 (USD Million)
  • Fig. 39 India Generative AI in Agriculture market estimates and forecasts, 2021 - 2033 (USD Million)
  • Fig. 40 Australia Generative AI in Agriculture market estimates and forecasts, 2021 - 2033 (USD Million)
  • Fig. 41 South Korea Generative AI in Agriculture market estimates and forecasts, 2021 - 2033 (USD Million)
  • Fig. 42 Latin America Generative AI in Agriculture market estimates and forecasts, 2021 - 2033 (USD Million)
  • Fig. 43 Brazil Generative AI in Agriculture market estimates and forecasts, 2021 - 2033 (USD Million)
  • Fig. 44 MEA Generative AI in Agriculture market estimates and forecasts, 2021 - 2033 (USD Million)
  • Fig. 45 KSA Generative AI in Agriculture market estimates and forecasts, 2021 - 2033 (USD Million)
  • Fig. 46 UAE Generative AI in Agriculture market estimates and forecasts, 2021 - 2033 (USD Million)
  • Fig. 47 South Africa Generative AI in Agriculture market estimates and forecasts, 2021 - 2033 (USD Million)
  • Fig. 48 Strategy framework
  • Fig. 49 Company Categorization