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市场调查报告书
商品编码
1790302

农业生成人工智慧市场规模、份额和趋势分析报告：按技术、应用、地区和细分市场预测，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个工作天内

价格

农业生成人工智慧市场概览

2024 年，全球农业生成式人工智慧市场规模估计为 2.262 亿美元，预计到 2033 年将达到 21.589 亿美元，2025 年至 2033 年的复合年增长率为 28.7%。农民越来越多地使用生成模型来预测产量、天气影响和投入需求。

这一趋势透过实现基于场景的规划来支持精密农业。全球农业领域的生成式人工智慧产业正朝着人工智慧主导的作物模拟和决策工具的方向发展。用于农业指导、产量预测和气候适应的便利高效人工智慧模型的开发，正在推动农业领域生成式人工智慧市场的成长。这表明，对本地化、多语言和气候适应性咨询工具的需求日益增长，尤其是对于新兴地区的小农户而言，这标誌着从通用人工智慧转向适用于服务不足的农业生态系统的低成本、可扩展解决方案的转变。为了大规模满足这些需求，越来越多的公司正在开发轻量级的专用模型。例如，2024年4月，印度软体公司Cropin Technology Solutions Private Limited推出了aksara，这是一个开放原始码微语言模型。它支援五个国家的九种主要作物，并为小农户和农业相关人员提供在地化、低资源的生成式人工智慧咨询服务。该倡议凸显了人们日益重视使生成式人工智慧更具包容性、永续性，并与当地农业优先事项保持一致。

人工智慧日益融入现有的数位农业平台，透过在整个农业週期中实现及时的数据主导决策，推动了市场成长。这些平台将生成式人工智慧与卫星影像、物联网资料和管理系统结合，提供情境感知建议。这提高了资源效率，改善了作物产量，并降低了营运风险。农民可以更有效地应对天气变化和病虫害威胁等动态因素。对智慧互联农业解决方案日益增长的需求，正在加速生成式人工智慧在农业领域的应用。例如，2024年3月，德国生命科学公司拜耳股份公司与微软和安永合作，推出了一款基于专有农学资料和专家见解进行训练的探索性生成式人工智慧系统。该工具透过客製化和经过检验的回应，提供快速且准确的建议，并扩大农业情报的取得管道，尤其面向小规模农户。

机器学习、电脑视觉和电脑/云端基础设施的进步正在改变农业实践。机器学习演算法能够准确预测作物产量、疾病爆发和土壤健康状况。电脑视觉系统处理无人机和卫星影像，即时监测作物长势。这些工具有助于高精度地检测病虫害和营养缺乏等问题。同时，云端基础设施的改进提供了可扩展的资料储存和处理能力。农民现在可以远端存取分析平台，从而做出更明智的决策。与物联网设备的整合进一步增强了即时监控和自动化。这些技术减少了体力劳动，并提高了营运效率。云端基础的解决方案还支援整个价值链相关人员之间的协作。这些进步共同推动着数据主导的农业转向更智慧、更永续的转变。

目录

第一章调查方法与范围

第二章执行摘要

第三章 农业生成人工智慧市场变数、趋势与范围

  • 农业领域生成式人工智慧的全球市场展望
  • 产业价值链分析
  • 市场动态
    • 市场驱动因素分析
    • 市场限制因素分析
    • 产业挑战
  • 波特五力分析
    • 供应商权力
    • 购买力
    • 替代威胁
    • 来自新进入者的威胁
    • 竞争对手之间的竞争
  • PESTEL分析
    • 政治
    • 经济
    • 社会
    • 科技
    • 环境
    • 合法的

4. 农业市场中的生成人工智慧：技术展望与预测

  • 农业市场中的生成式人工智慧：2024 年和 2033 年技术变革分析

5. 农业市场中的生成人工智慧：应用前景与预测

  • 农业生成人工智慧市场：2024 年和 2033 年应用趋势分析

6. 农业生成人工智慧市场：区域、估值和趋势分析

  • 2024 年和 2033 年农业生成人工智慧市场占有率（按地区划分，百万美元）
  • 北美洲
    • 美国
    • 加拿大
    • 墨西哥
  • 欧洲
    • 英国
    • 德国
    • 法国
  • 亚太地区
    • 中国
    • 日本
    • 印度
    • 澳洲
    • 韩国
  • 拉丁美洲
    • 巴西
  • 中东和非洲
    • 沙乌地阿拉伯
    • 阿拉伯聯合大公国
    • 南非

第七章 竞争态势

  • 主要市场参与企业的近期趋势和影响分析
  • 供应商格局
    • 公司分类
    • 主要经销商和通路合作伙伴名单
    • 潜在客户名单
  • 竞争动态
    • 竞争基准化分析
    • 战略地图
    • 热图分析
  • 公司简介/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