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農業領域生成式人工智慧市場：按交付方式、應用、最終用戶、國家和地區分類－全球產業分析、市場規模、市場佔有率及2026年至2033年預測

Generative AI in Agriculture Market, By Offering, By Application, By End User, By Country, and By Region - Global Industry Analysis, Market Size, Market Share & Forecast from 2026-2033
出版日期: | 出版商: AnalystView Market Insights | 英文 300 Pages | 商品交期: 2-3個工作天內

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簡介目錄

預計到 2025 年，農業領域的生成式人工智慧市場規模將達到 3.508 億美元，並將在 2026 年至 2033 年期間以 29.1% 的複合年成長率成長。

農業生成式人工智慧是指利用人工智慧生成洞察、預測、模擬和建議，以最佳化農場運作。這項技術利用大規模語言模型（LLM）、機器學習演算法、電腦視覺、地理空間分析和物聯網產生的農場數據，幫助農場在種植規劃、精密農業、灌溉管理、牲畜監測、供應鏈最佳化和法規遵循等領域做出明智的決策。透過運用生成式人工智慧，農民可以實現農業建議的自動化，監測天氣和土壤狀況，並有效利用資源，從而在實踐永續農業的同時提高農場效率。市場成長的促進因素包括：數位農業的日益普及、智慧農業技術的廣泛應用、日益成長的糧食安全需求以及對基於人工智慧的農業解決方案的持續投資。此外，雲端運算、衛星影像、無人機和連網農業設備也進一步加速了生成式人工智慧解決方案的普及應用。

農業領域的生成式人工智慧市場：市場動態

全球食品需求不斷成長和數位農業的普及正在推動市場成長。

糧食生產需求的不斷成長以及數位農業技術的快速普及是農業領域生成式人工智慧市場的主要驅動力。農民和農業相關企業擴大利用生成式人工智慧來製定種植計劃、自動推薦耕作方法、改進灌溉管理、監測作物生長，並利用天氣、土壤和衛星數據等即時數據最佳化決策。這些人工智慧平台有助於降低投入成本、最佳化資源利用並促進永續農業實踐。聯合國糧食及農業組織（糧農組織）預測，到2050年，全球人口預計將達到約91億，需要將糧食產量提高70%才能滿足這項需求。隨著需求的成長，對精密農業、人工智慧和智慧農業技術的投資也不斷增加。此外，美國農業部（USDA）一直在積極推廣在農業領域應用數位和精密農業技術。隨著政府和農產品在基於人工智慧的農場管理系統、預測分析和智慧決策支援系統方面的投入不斷增加，預計在預測期內，對生成式人工智慧解決方案的需求將顯著成長。

農業領域生成式人工智慧市場—市場區隔分析：

全球農業領域生成式人工智慧市場按交付方式、應用、最終用戶和地區進行細分。

在農業生成式人工智慧市場，軟體在交付方式方面佔據了主要市場佔有率，雲端、本地部署和混合型人工智慧解決方案因其在智慧農場管理、作物監測、預測分析和自動化決策方面的應用而日益普及。人工智慧軟體能夠幫助農場最佳化種植計劃、分析氣候和土壤條件、提出耕作建議並更好地管理資源。例如，2025年3月，BASF和Agmatix達成夥伴關係，共同開發一個人工智慧驅動的數位平台，用於檢測和預測大豆胞囊線蟲（SCN）的爆發。該平台利用Agmatix的人工智慧引擎「Axiom」將農業數據轉化為標準化訊息，幫助農民做出明智的決策並防止產量損失。同時，隨著農業企業在實施、整合和維護基於人工智慧的解決方案方面需要諮詢和支持，服務類市場佔有率也在穩步成長。

在應用領域，「種植規劃與管理」佔據了顯著的市場佔有率，這主要得益於市場對人工智慧驅動的種植建議、產量預測和病蟲害預測的需求不斷成長。此外，「精密農業」領域預計也將顯著成長，因為人工智慧分析能夠最佳化肥料施用、灌溉和病蟲害防治。 「農業諮詢與決策支援」、「灌溉與水資源管理」、「畜牧管理」以及「農業供應鏈最佳化」等領域也隨著互聯農業技術的引進而得到更廣泛的應用。從終端用戶來看，農業相關企業佔據了最大的市場佔有率，這主要歸功於它們在人工智慧驅動的農場管理和數位化農業解決方案方面的大量投資。同時，農民們也迅速採用生成式人工智慧解決方案來提高效率並降低成本。

農業領域生成式人工智慧市場：區域分析

在農業領域的生成式人工智慧市場，北美佔據全球最大市場佔有率，這主要得益於精密農業、數位農業技術、雲端運算和人工智慧在農業領域的快速滲透。該地區擁有有利的發展環境，包括積極的政府參與、廣泛的研究活動以及眾多領先的人工智慧/農業技術公司。根據美國農業部（USDA）發布的數據，到2023年，美國所有農場中將有27%採用精密農業技術種植一種或多種作物，隨著數據驅動方法提高生產力，這一比例還在穩步成長。

歐洲也是一個重要的市場，對數位農業、永續農業項目和人工智慧等技術進行了大量投資。歐盟委員會2021-2027年通用農業政策（CAP）包括3,870億歐元用於支持農民收入，以及額外的955億歐元用於農村發展、減緩氣候變遷、環境保護和農場現代化。這為農業領域的生成式人工智慧市場創造了有利環境，各種智慧農業技術和基於人工智慧的諮詢工具迅速普及。

目錄

第1章：農業領域生成式人工智慧市場概述

  • 分析範圍
  • 市場估算期

第2章執行摘要

  • 市場區隔
  • 競爭考察

第3章 農業領域生成式人工智慧的關鍵市場趨勢

  • 市場促進因素
  • 市場限制因素
  • 市場機遇
  • 未來市場趨勢

第4章：農業領域生成式人工智慧產業分析

  • PEST分析
  • 波特五力分析
  • 市場成長前景展望圖
  • 管理體制分析

第5章：農業領域的生成式人工智慧市場：地緣政治緊張局勢加劇的影響

  • 新冠疫情的影響
  • 俄烏戰爭的影響
  • 中東衝突的影響

第6章：農業領域生成式人工智慧的市場趨勢

  • 2025年農業領域生成式人工智慧市場佔有率分析
  • 主要製造商的細分數據
    • 對現有公司的分析
    • 新興企業分析

第7章：農業領域的生成式人工智慧市場：依產品/服務分類

  • 概述
    • 基於細分市場的市場佔有率分析：按服務提供方式
    • 軟體
    • 服務

第8章：農業領域的生成式人工智慧市場：按應用分類

  • 概述
    • 基於細分市場的市場佔有率分析：按應用領域
    • 作物規劃與管理
    • 精密農業
    • 農業諮詢和決策支持
    • 灌溉和水資源管理
    • 畜牧管理
    • 最佳化農業供應鏈
    • 農業領域的文件管理和合規性
    • 其他

第9章：農業領域的生成式人工智慧市場：依最終用戶分類

  • 概述
    • 基於細分市場的市場佔有率分析：按最終用戶分類
    • 農民
    • 農產品企業
    • 農業研究機構
    • 政府和監管機構
    • 其他

第10章：農業領域的生成式人工智慧市場：按地區分類

  • 介紹
  • 北美洲
    • 概述
    • 主要製造商：北美
    • 美國
    • 加拿大
  • 歐洲
    • 概述
    • 主要製造商：歐洲
    • 德國
    • 英國
    • 法國
    • 義大利
    • 西班牙
    • 荷蘭
    • 瑞典
    • 俄羅斯
    • 波蘭
    • 丹麥
    • 其他歐洲國家
  • 亞太地區
    • 概述
    • 主要製造商：亞太地區
    • 中國
    • 印度
    • 日本
    • 韓國
    • 澳洲
    • 印尼
    • 泰國
    • 菲律賓
    • 台灣
    • 越南
    • 其他亞太國家
  • 拉丁美洲
    • 概述
    • 主要製造商：拉丁美洲
    • 巴西
    • 墨西哥
    • 阿根廷
    • 哥倫比亞
    • 其他拉丁美洲國家
  • 中東和非洲
    • 概述
    • 主要生產商：中東和非洲
    • 沙烏地阿拉伯
    • UAE
    • 以色列
    • 土耳其
    • 阿爾及利亞
    • 埃及
    • 伊朗
    • 卡達
    • 其他中東和非洲國家

第11章：主要供應商分析：農業領域的生成式人工智慧產業

  • 競爭基準
    • 競爭對手儀錶板
    • 競爭定位
  • 公司簡介
    • Microsoft Corporation
    • OpenAI
    • Anthropic
    • Agmatix
    • Google LLC
    • IBM Corporation
    • Bayer AG（Climate FieldView（TM））
    • Corteva Agriscience
    • Syngenta Group
    • BASF Digital Farming GmbH（xarvio（R））
    • Deere & Company
    • Trimble Inc.
    • AGCO Corporation
    • CNH Industrial NV
    • Farmers Edge Inc.
    • CropX Technologies Ltd.
    • Taranis Visual Ltd.
    • Planet Labs PBC
    • Granular, Inc.
    • Prospera Technologies Ltd.
    • Arable Labs, Inc.
    • OneSoil
    • SAP SE
    • Amazon Web Services, Inc.（AWS）
    • Oracle Corporation
    • NVIDIA Corporation
    • Accenture plc
    • Deloitte Touche Tohmatsu Limited
    • Others

第12章：AnalystView 的全景視圖

簡介目錄
Product Code: ANV7070

Generative AI in Agriculture Market size was valued at US$ 350.8 Million in 2025, expanding at a CAGR of 29.1% from 2026 to 2033.

Agricultural generative AI is the use of artificial intelligence that generate insights, predictions, simulations, and recommendations in order to optimize the operations of farms. The technology utilizes the power of large language models (LLMs), machine learning algorithms, computer vision, geospatial analytics, and farm data generated by IoT to help farms make informed decisions during crop planning, precision farming, irrigation management, monitoring livestock, optimizing supply chains, and adhering to regulations. With the help of generative AI, farmers will be able to automate agronomical recommendations, monitor weather and soil conditions, use their resources efficiently, and increase the efficiency of their farms while practicing sustainable agriculture. Market growth is driven by increased adoption of digital agriculture, increased usage of smart farming technologies, increased need for food security, and continued investment in AI-based agriculture solutions. Moreover, cloud computing, satellite images, drones, and connected farm equipment further drive the adoption of generative AI solutions.

Generative AI in Agriculture Market- Market Dynamics

Rising Global Food Demand and Adoption of Digital Agriculture to Drive Market Growth

Increasing demand for food production along with rapid adoption of digital agriculture technologies is the major driver in the Generative AI in Agriculture Market. There is an increasing usage of generative AI by farmers as well as agriculture business to facilitate crop planning, automation of agronomy recommendation, improving irrigation management, monitoring of crops, and making better decisions with the help of real-time data about the weather, soil, and satellite data. These AI platforms are help to cut down on costs of inputs, optimize resource use, and also facilitate sustainable farming practices. The Food and Agriculture Organization (FAO) states that food production needs to rise by 70% until 2050 to cater to the requirement of around 9.1 billion people that will be living in the world during that time. Growing demand is leading to increased investments in precision agriculture, artificial intelligence, and smart farming technologies. Moreover, there is consistent promotion from USDA regarding the usage of digital agriculture and precision farming technologies in agriculture. With increasing government and agribusiness spending in AI-based farm management systems, predictive analytics, and intelligent decision support systems, demand for generative AI solutions is expected to rise significantly during the forecast period.

Generative AI in Agriculture Market- Segmentation Analysis:

The Global Generative AI in Agriculture Market is segmented on the basis of Offering, Application, End User, and Region.

In the Generative AI in Agriculture Market, in terms of Offering, Software holds the major market share due to the rising popularity of cloud, on-premise, and hybrid AI solutions used for intelligent farm management, crop monitoring, predictive analytics, and decision automation. AI software allows farms to optimize crop planning, analyze the climate and soil conditions, recommend agronomic practices and manage resources better. For example, in March 2025, BASF and Agmatix have established a partnership for developing an AI-driven digital platform to detect and predict the presence of Soybean Cyst Nematode (SCN). It uses Agmatix's AI engine Axiom to convert agronomic data into standard information, helping farmers to make well-informed decisions and avoid yield losses. At the same time, the market share of the Services category shows a stable increase since agricultural enterprises need consulting and assistance in implementing, integrating, and maintaining AI-based solutions in farming businesses.

In Application Crop Planning & Management occupies a notable market share because of the growing demand for AI-based crop recommendations, yield forecasting, and disease predictions. It is anticipated that there will be a marked rise in Precision Farming due to AI-powered analytics that would optimize the use of fertilizers, irrigation, and pests' control. Farm Advisory & Decision Support, Irrigation & Water Management, Livestock Management, and Agricultural Supply Chain Optimization are also becoming popular with the adoption of connected farming technology. In terms of End Users, Agribusiness Companies occupy the largest market share as a result of substantial investments into AI-based farm management and digital agriculture solutions, whereas Farmers adopt generative AI solutions at a fast pace to increase efficiency and cut down costs.

Generative AI in Agriculture Market- Geographical Insights

In the Generative AI in Agriculture Market, North America dominates the global market in terms of the highest market share due to the rapid penetration of precision agriculture, digital farming technologies, cloud computing, and AI into the agricultural sector. Favorable conditions are created by the high level of government involvement, research activities, and AI/agritech giants in the region. Based on the data published by the U.S. Department of Agriculture (USDA), 27% of all farms in the United States used precision agriculture technologies for one or more crops in 2023, and the percentage is steadily rising due to the use of data-driven methods that help to become more productive.

Europe is yet another major market with substantial investments being made in technologies such as digital agriculture, sustainable agriculture programs, and artificial intelligence. The Common Agricultural Policy (CAP) from 2021 to 2027, as announced by the European Commission, includes funding worth €387 billion for supporting farmers' incomes along with €95.5 billion for rural development, climate action, environmental protection, and modernization of farms. This has resulted in the rapid adoption of various smart farming technologies and AI-based advisory tools, thus providing conducive environment for the Generative AI in Agriculture Market.

Generative AI in Agriculture Market- Competitive Landscape:

The Generative AI in Agriculture Market competitive landscape comprises global technology players, agritech companies, cloud service companies, and providers of precision agriculture solutions based on artificial intelligence. Major companies include Microsoft Corporation, Google LLC, IBM Corporation, Bayer AG, Corteva Agriscience, Syngenta Group, Deere & Company, Trimble Inc., BASF Digital Farming GmbH, and The Climate Corporation, among others that occupy strong market positions thanks to collaborations, cloud-based AI solutions, and constant investment in digital agriculture. Thus, for example, Microsoft, together with Bayer Crop Science and EY, created a generative AI agronomy assistant that uses Azure OpenAI Service and enables agronomists to gain information about crop health, agronomy advice, and product information via natural language. Companies are enhancing their market positions owing to innovation in AI, precision agriculture solutions, satellite analytics, IoT integration, and other factors that enable the digitalization of global agriculture.

Recent Developments:

In January 2026, Syngenta partnered with SAP to accelerate AI-assisted agriculture by integrating AI-driven capabilities across its global operations. The collaboration modernized manufacturing, supply chain, and grower-facing services through SAP Cloud ERP Private solutions, enhancing data-driven decision-making, operational efficiency, scalability, and innovation while strengthening Syngenta's agricultural technology leadership.

In February 2025, Bayer Crop Science, in collaboration with EY and Microsoft, developed a generative AI-powered agronomy assistant using Azure OpenAI Service, Azure AI Search, and Azure Data Manager for Agriculture. The solution enabled farmers to access crop health and agronomy insights through natural language queries, improving decision-making and agricultural productivity.

SCOPE OF THE REPORT

The scope of this report covers the market by its major segments, which include as follows:

GLOBAL GENERATIVE AI IN AGRICULTURE MARKET KEY PLAYERS- DETAILED COMPETITIVE INSIGHTS

  • Microsoft Corporation
  • OpenAI
  • Anthropic
  • Agmatix
  • Google LLC
  • IBM Corporation
  • Bayer AG (Climate FieldView(TM))
  • Corteva Agriscience
  • Syngenta Group
  • BASF Digital Farming GmbH (xarvio(R))
  • Deere & Company
  • Trimble Inc.
  • AGCO Corporation
  • CNH Industrial N.V.
  • Farmers Edge Inc.
  • CropX Technologies Ltd.
  • Taranis Visual Ltd.
  • Planet Labs PBC
  • Granular, Inc.
  • Prospera Technologies Ltd.
  • Arable Labs, Inc.
  • OneSoil
  • SAP SE
  • Amazon Web Services, Inc. (AWS)
  • Oracle Corporation
  • NVIDIA Corporation
  • Accenture plc
  • Deloitte Touche Tohmatsu Limited
  • Others

GLOBAL GENERATIVE AI IN AGRICULTURE MARKET, BY OFFERING- MARKET ANALYSIS, 2020 - 2033

  • Software
  • Cloud
  • On-Premises
  • Hybrid
  • Services

GLOBAL GENERATIVE AI IN AGRICULTURE MARKET, BY APPLICATION- MARKET ANALYSIS, 2020 - 2033

  • Crop Planning & Management
  • Precision Farming
  • Farm Advisory & Decision Support
  • Irrigation & Water Management
  • Livestock Management
  • Agricultural Supply Chain Optimization
  • Farm Documentation & Compliance
  • Others

GLOBAL GENERATIVE AI IN AGRICULTURE MARKET, BY END USER- MARKET ANALYSIS, 2020 - 2033

  • Farmers
  • Agribusiness Companies
  • Agricultural Research Institutes
  • Government & Regulatory Organizations
  • Others

GLOBAL GENERATIVE AI IN AGRICULTURE MARKET, BY REGION- MARKET ANALYSIS, 2020 - 2033

  • North America
  • U.S.
  • Canada
  • Europe
  • Germany
  • UK
  • France
  • Italy
  • Spain
  • The Netherlands
  • Sweden
  • Russia
  • Poland
  • Denmark
  • Rest of Europe
  • Asia Pacific
  • China
  • India
  • Japan
  • South Korea
  • Australia
  • Indonesia
  • Thailand
  • Philippines
  • Taiwan
  • Vietnam
  • Rest of APAC
  • Latin America
  • Brazil
  • Mexico
  • Argentina
  • Colombia
  • Rest of LATAM
  • The Middle East and Africa
  • Saudi Arabia
  • UAE
  • Israel
  • Turkey
  • Algeria
  • Egypt
  • Iran
  • Qatar
  • Rest of MEA

Table of Contents

1. Generative AI in Agriculture Market Overview

  • 1.1. Study Scope
  • 1.2. Market Estimation Years

2. Executive Summary

  • 2.1. Market Snippet
    • 2.1.1. Generative AI in Agriculture Market Snippet by Offering
    • 2.1.2. Generative AI in Agriculture Market Snippet by Application
    • 2.1.3. Generative AI in Agriculture Market Snippet by End User
    • 2.1.4. Generative AI in Agriculture Market Snippet by Country
    • 2.1.5. Generative AI in Agriculture Market Snippet by Region
  • 2.2. Competitive Insights

3. Generative AI in Agriculture Key Market Trends

  • 3.1. Generative AI in Agriculture Market Drivers
    • 3.1.1. Impact Analysis of Market Drivers
  • 3.2. Generative AI in Agriculture Market Restraints
    • 3.2.1. Impact Analysis of Market Restraints
  • 3.3. Generative AI in Agriculture Market Opportunities
  • 3.4. Generative AI in Agriculture Market Future Trends

4. Generative AI in Agriculture Industry Study

  • 4.1. PEST Analysis
  • 4.2. Porter's Five Forces Analysis
  • 4.3. Growth Prospect Mapping
  • 4.4. Regulatory Framework Analysis

5. Generative AI in Agriculture Market: Impact of Escalating Geopolitical Tensions

  • 5.1. Impact of COVID-19 Pandemic
  • 5.2. Impact of Russia-Ukraine War
  • 5.3. Impact of Middle East Conflicts

6. Generative AI in Agriculture Market Landscape

  • 6.1. Generative AI in Agriculture Market Share Analysis, 2025
  • 6.2. Breakdown Data, by Key Manufacturer
    • 6.2.1. Established Players' Analysis
    • 6.2.2. Emerging Players' Analysis

7. Generative AI in Agriculture Market - By Offering

  • 7.1. Overview
    • 7.1.1. Segment Share Analysis, By Offering, 2025 & 2033 (%)
    • 7.1.2. Software
    • 7.1.3. Services

8. Generative AI in Agriculture Market - By Application

  • 8.1. Overview
    • 8.1.1. Segment Share Analysis, By Application, 2025 & 2033 (%)
    • 8.1.2. Crop Planning & Management
    • 8.1.3. Precision Farming
    • 8.1.4. Farm Advisory & Decision Support
    • 8.1.5. Irrigation & Water Management
    • 8.1.6. Livestock Management
    • 8.1.7. Agricultural Supply Chain Optimization
    • 8.1.8. Farm Documentation & Compliance
    • 8.1.9. Others

9. Generative AI in Agriculture Market - By End User

  • 9.1. Overview
    • 9.1.1. Segment Share Analysis, By End User, 2025 & 2033 (%)
    • 9.1.2. Farmers
    • 9.1.3. Agribusiness Companies
    • 9.1.4. Agricultural Research Institutes
    • 9.1.5. Government & Regulatory Organizations
    • 9.1.6. Others

10. Generative AI in Agriculture Market- By Geography

  • 10.1. Introduction
    • 10.1.1. Segment Share Analysis, By Geography, 2025 & 2033 (%)
  • 10.2. North America
    • 10.2.1. Overview
    • 10.2.2. Generative AI in Agriculture Key Manufacturers in North America
    • 10.2.3. North America Market Size and Forecast, By Country, 2020 - 2033 (US$ Million)
    • 10.2.4. North America Market Size and Forecast, By Offering, 2020 - 2033 (US$ Million)
    • 10.2.5. North America Market Size and Forecast, By Application, 2020 - 2033 (US$ Million)
    • 10.2.6. North America Market Size and Forecast, By End User, 2020 - 2033 (US$ Million)
    • 10.2.7. U.S.
      • 10.2.7.1. Overview
      • 10.2.7.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2020 - 2033, (US$ Million)
      • 10.2.7.3. U.S. Market Size and Forecast, By Offering, 2020 - 2033 (US$ Million)
      • 10.2.7.4. U.S. Market Size and Forecast, By Application, 2020 - 2033 (US$ Million)
      • 10.2.7.5. U.S. Market Size and Forecast, By End User, 2020 - 2033 (US$ Million)
    • 10.2.8. Canada
      • 10.2.8.1. Overview
      • 10.2.8.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2020 - 2033, (US$ Million)
      • 10.2.8.3. Canada Market Size and Forecast, By Offering, 2020 - 2033 (US$ Million)
      • 10.2.8.4. Canada Market Size and Forecast, By Application, 2020 - 2033 (US$ Million)
      • 10.2.8.5. Canada Market Size and Forecast, By End User, 2020 - 2033 (US$ Million)
  • 10.3. Europe
    • 10.3.1. Overview
    • 10.3.2. Generative AI in Agriculture Key Manufacturers in Europe
    • 10.3.3. Europe Market Size and Forecast, By Country, 2020 - 2033 (US$ Million)
    • 10.3.4. Europe Market Size and Forecast, By Offering, 2020 - 2033 (US$ Million)
    • 10.3.5. Europe Market Size and Forecast, By Application, 2020 - 2033 (US$ Million)
    • 10.3.6. Europe Market Size and Forecast, By End User, 2020 - 2033 (US$ Million)
    • 10.3.7. Germany
      • 10.3.7.1. Overview
      • 10.3.7.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2020 - 2033, (US$ Million)
      • 10.3.7.3. Germany Market Size and Forecast, By Offering, 2020 - 2033 (US$ Million)
      • 10.3.7.4. Germany Market Size and Forecast, By Application, 2020 - 2033 (US$ Million)
      • 10.3.7.5. Germany Market Size and Forecast, By End User, 2020 - 2033 (US$ Million)
    • 10.3.8. UK
      • 10.3.8.1. Overview
      • 10.3.8.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2020 - 2033, (US$ Million)
      • 10.3.8.3. UK Market Size and Forecast, By Offering, 2020 - 2033 (US$ Million)
      • 10.3.8.4. UK Market Size and Forecast, By Application, 2020 - 2033 (US$ Million)
      • 10.3.8.5. UK Market Size and Forecast, By End User, 2020 - 2033 (US$ Million)
    • 10.3.9. France
      • 10.3.9.1. Overview
      • 10.3.9.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2020 - 2033, (US$ Million)
      • 10.3.9.3. France Market Size and Forecast, By Offering, 2020 - 2033 (US$ Million)
      • 10.3.9.4. France Market Size and Forecast, By Application, 2020 - 2033 (US$ Million)
      • 10.3.9.5. France Market Size and Forecast, By End User, 2020 - 2033 (US$ Million)
    • 10.3.10. Italy
      • 10.3.10.1. Overview
      • 10.3.10.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2020 - 2033, (US$ Million)
      • 10.3.10.3. Italy Market Size and Forecast, By Offering, 2020 - 2033 (US$ Million)
      • 10.3.10.4. Italy Market Size and Forecast, By Application, 2020 - 2033 (US$ Million)
      • 10.3.10.5. Italy Market Size and Forecast, By End User, 2020 - 2033 (US$ Million)
    • 10.3.11. Spain
      • 10.3.11.1. Overview
      • 10.3.11.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2020 - 2033, (US$ Million)
      • 10.3.11.3. Spain Market Size and Forecast, By Offering, 2020 - 2033 (US$ Million)
      • 10.3.11.4. Spain Market Size and Forecast, By Application, 2020 - 2033 (US$ Million)
      • 10.3.11.5. Spain Market Size and Forecast, By End User, 2020 - 2033 (US$ Million)
    • 10.3.12. The Netherlands
      • 10.3.12.1. Overview
      • 10.3.12.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2020 - 2033, (US$ Million)
      • 10.3.12.3. The Netherlands Market Size and Forecast, By Offering, 2020 - 2033 (US$ Million)
      • 10.3.12.4. The Netherlands Market Size and Forecast, By Application, 2020 - 2033 (US$ Million)
      • 10.3.12.5. The Netherlands Market Size and Forecast, By End User, 2020 - 2033 (US$ Million)
    • 10.3.13. Sweden
      • 10.3.13.1. Overview
      • 10.3.13.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2020 - 2033, (US$ Million)
      • 10.3.13.3. Sweden Market Size and Forecast, By Offering, 2020 - 2033 (US$ Million)
      • 10.3.13.4. Sweden Market Size and Forecast, By Application, 2020 - 2033 (US$ Million)
      • 10.3.13.5. Sweden Market Size and Forecast, By End User, 2020 - 2033 (US$ Million)
    • 10.3.14. Russia
      • 10.3.14.1. Overview
      • 10.3.14.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2020 - 2033, (US$ Million)
      • 10.3.14.3. Russia Market Size and Forecast, By Offering, 2020 - 2033 (US$ Million)
      • 10.3.14.4. Russia Market Size and Forecast, By Application, 2020 - 2033 (US$ Million)
      • 10.3.14.5. Russia Market Size and Forecast, By End User, 2020 - 2033 (US$ Million)
    • 10.3.15. Poland
      • 10.3.15.1. Overview
      • 10.3.15.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2020 - 2033, (US$ Million)
      • 10.3.15.3. Poland Market Size and Forecast, By Offering, 2020 - 2033 (US$ Million)
      • 10.3.15.4. Poland Market Size and Forecast, By Application, 2020 - 2033 (US$ Million)
      • 10.3.15.5. Poland Market Size and Forecast, By End User, 2020 - 2033 (US$ Million)
    • 10.3.16. Denmark
      • 10.3.16.1. Overview
      • 10.3.16.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2020 - 2033, (US$ Million)
      • 10.3.16.3. Denmark Market Size and Forecast, By Offering, 2020 - 2033 (US$ Million)
      • 10.3.16.4. Denmark Market Size and Forecast, By Application, 2020 - 2033 (US$ Million)
      • 10.3.16.5. Denmark Market Size and Forecast, By End User, 2020 - 2033 (US$ Million)
    • 10.3.17. Rest of Europe
      • 10.3.17.1. Overview
      • 10.3.17.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2020 - 2033, (US$ Million)
      • 10.3.17.3. Rest of the Europe Market Size and Forecast, By Offering, 2020 - 2033 (US$ Million)
      • 10.3.17.4. Rest of the Europe Market Size and Forecast, By Application, 2020 - 2033 (US$ Million)
      • 10.3.17.5. Rest of the Europe Market Size and Forecast, By End User, 2020 - 2033 (US$ Million)
  • 10.4. Asia Pacific (APAC)
    • 10.4.1. Overview
    • 10.4.2. Generative AI in Agriculture Key Manufacturers in Asia Pacific
    • 10.4.3. APAC Market Size and Forecast, By Country, 2020 - 2033 (US$ Million)
    • 10.4.4. APAC Market Size and Forecast, By Offering, 2020 - 2033 (US$ Million)
    • 10.4.5. APAC Market Size and Forecast, By Application, 2020 - 2033 (US$ Million)
    • 10.4.6. APAC Market Size and Forecast, By End User, 2020 - 2033 (US$ Million)
    • 10.4.7. China
      • 10.4.7.1. Overview
      • 10.4.7.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2020 - 2033, (US$ Million)
      • 10.4.7.3. China Market Size and Forecast, By Offering, 2020 - 2033 (US$ Million)
      • 10.4.7.4. China Market Size and Forecast, By Application, 2020 - 2033 (US$ Million)
      • 10.4.7.5. China Market Size and Forecast, By End User, 2020 - 2033 (US$ Million)
    • 10.4.8. India
      • 10.4.8.1. Overview
      • 10.4.8.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2020 - 2033, (US$ Million)
      • 10.4.8.3. India Market Size and Forecast, By Offering, 2020 - 2033 (US$ Million)
      • 10.4.8.4. India Market Size and Forecast, By Application, 2020 - 2033 (US$ Million)
      • 10.4.8.5. India Market Size and Forecast, By End User, 2020 - 2033 (US$ Million)
    • 10.4.9. Japan
      • 10.4.9.1. Overview
      • 10.4.9.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2020 - 2033, (US$ Million)
      • 10.4.9.3. Japan Market Size and Forecast, By Offering, 2020 - 2033 (US$ Million)
      • 10.4.9.4. Japan Market Size and Forecast, By Application, 2020 - 2033 (US$ Million)
      • 10.4.9.5. Japan Market Size and Forecast, By End User, 2020 - 2033 (US$ Million)
    • 10.4.10. South Korea
      • 10.4.10.1. Overview
      • 10.4.10.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2020 - 2033, (US$ Million)
      • 10.4.10.3. South Korea Market Size and Forecast, By Offering, 2020 - 2033 (US$ Million)
      • 10.4.10.4. South Korea Market Size and Forecast, By Application, 2020 - 2033 (US$ Million)
      • 10.4.10.5. South Korea Market Size and Forecast, By End User, 2020 - 2033 (US$ Million)
    • 10.4.11. Australia
      • 10.4.11.1. Overview
      • 10.4.11.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2020 - 2033, (US$ Million)
      • 10.4.11.3. Australia Market Size and Forecast, By Offering, 2020 - 2033 (US$ Million)
      • 10.4.11.4. Australia Market Size and Forecast, By Application, 2020 - 2033 (US$ Million)
      • 10.4.11.5. Australia Market Size and Forecast, By End User, 2020 - 2033 (US$ Million)
    • 10.4.12. Indonesia
      • 10.4.12.1. Overview
      • 10.4.12.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2020 - 2033, (US$ Million)
      • 10.4.12.3. Indonesia Market Size and Forecast, By Offering, 2020 - 2033 (US$ Million)
      • 10.4.12.4. Indonesia Market Size and Forecast, By Application, 2020 - 2033 (US$ Million)
      • 10.4.12.5. Indonesia Market Size and Forecast, By End User, 2020 - 2033 (US$ Million)
    • 10.4.13. Thailand
      • 10.4.13.1. Overview
      • 10.4.13.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2020 - 2033, (US$ Million)
      • 10.4.13.3. Thailand Market Size and Forecast, By Offering, 2020 - 2033 (US$ Million)
      • 10.4.13.4. Thailand Market Size and Forecast, By Application, 2020 - 2033 (US$ Million)
      • 10.4.13.5. Thailand Market Size and Forecast, By End User, 2020 - 2033 (US$ Million)
    • 10.4.14. Philippines
      • 10.4.14.1. Overview
      • 10.4.14.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2020 - 2033, (US$ Million)
      • 10.4.14.3. Philippines Market Size and Forecast, By Offering, 2020 - 2033 (US$ Million)
      • 10.4.14.4. Philippines Market Size and Forecast, By Application, 2020 - 2033 (US$ Million)
      • 10.4.14.5. Philippines Market Size and Forecast, By End User, 2020 - 2033 (US$ Million)
    • 10.4.15. Taiwan
      • 10.4.15.1. Overview
      • 10.4.15.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2020 - 2033, (US$ Million)
      • 10.4.15.3. Taiwan Market Size and Forecast, By Offering, 2020 - 2033 (US$ Million)
      • 10.4.15.4. Taiwan Market Size and Forecast, By Application, 2020 - 2033 (US$ Million)
      • 10.4.15.5. Taiwan Market Size and Forecast, By End User, 2020 - 2033 (US$ Million)
    • 10.4.16. Vietnam
      • 10.4.16.1. Overview
      • 10.4.16.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2020 - 2033, (US$ Million)
      • 10.4.16.3. Vietnam Market Size and Forecast, By Offering, 2020 - 2033 (US$ Million)
      • 10.4.16.4. Vietnam Market Size and Forecast, By Application, 2020 - 2033 (US$ Million)
      • 10.4.16.5. Vietnam Market Size and Forecast, By End User, 2020 - 2033 (US$ Million)
    • 10.4.17. Rest of APAC
      • 10.4.17.1. Overview
      • 10.4.17.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2020 - 2033, (US$ Million)
      • 10.4.17.3. Rest of APAC Market Size and Forecast, By Offering, 2020 - 2033 (US$ Million)
      • 10.4.17.4. Rest of APAC Market Size and Forecast, By Application, 2020 - 2033 (US$ Million)
      • 10.4.17.5. Rest of APAC Market Size and Forecast, By End User, 2020 - 2033 (US$ Million)
  • 10.5. Latin America (LATAM)
    • 10.5.1. Overview
    • 10.5.2. Generative AI in Agriculture Key Manufacturers in Latin America
    • 10.5.3. LATAM Market Size and Forecast, By Country, 2020 - 2033 (US$ Million)
    • 10.5.4. LATAM Market Size and Forecast, By Offering, 2020 - 2033 (US$ Million)
    • 10.5.5. LATAM Market Size and Forecast, By Application, 2020 - 2033 (US$ Million)
    • 10.5.6. LATAM Market Size and Forecast, By End User, 2020 - 2033 (US$ Million)
    • 10.5.7. Brazil
      • 10.5.7.1. Overview
      • 10.5.7.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2020 - 2033, (US$ Million)
      • 10.5.7.3. Brazil Market Size and Forecast, By Offering, 2020 - 2033 (US$ Million)
      • 10.5.7.4. Brazil Market Size and Forecast, By Application, 2020 - 2033 (US$ Million)
      • 10.5.7.5. Brazil Market Size and Forecast, By End User, 2020 - 2033 (US$ Million)
    • 10.5.8. Mexico
      • 10.5.8.1. Overview
      • 10.5.8.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2020 - 2033, (US$ Million)
      • 10.5.8.3. Mexico Market Size and Forecast, By Offering, 2020 - 2033 (US$ Million)
      • 10.5.8.4. Mexico Market Size and Forecast, By Application, 2020 - 2033 (US$ Million)
      • 10.5.8.5. Mexico Market Size and Forecast, By End User, 2020 - 2033 (US$ Million)
    • 10.5.9. Argentina
      • 10.5.9.1. Overview
      • 10.5.9.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2020 - 2033, (US$ Million)
      • 10.5.9.3. Argentina Market Size and Forecast, By Offering, 2020 - 2033 (US$ Million)
      • 10.5.9.4. Argentina Market Size and Forecast, By Application, 2020 - 2033 (US$ Million)
      • 10.5.9.5. Argentina Market Size and Forecast, By End User, 2020 - 2033 (US$ Million)
    • 10.5.10. Colombia
      • 10.5.10.1. Overview
      • 10.5.10.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2020 - 2033, (US$ Million)
      • 10.5.10.3. Colombia Market Size and Forecast, By Offering, 2020 - 2033 (US$ Million)
      • 10.5.10.4. Colombia Market Size and Forecast, By Application, 2020 - 2033 (US$ Million)
      • 10.5.10.5. Colombia Market Size and Forecast, By End User, 2020 - 2033 (US$ Million)
    • 10.5.11. Rest of LATAM
      • 10.5.11.1. Overview
      • 10.5.11.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2020 - 2033, (US$ Million)
      • 10.5.11.3. Rest of LATAM Market Size and Forecast, By Offering, 2020 - 2033 (US$ Million)
      • 10.5.11.4. Rest of LATAM Market Size and Forecast, By Application, 2020 - 2033 (US$ Million)
      • 10.5.11.5. Rest of LATAM Market Size and Forecast, By End User, 2020 - 2033 (US$ Million)
  • 10.6. Middle East and Africa (MEA)
    • 10.6.1. Overview
    • 10.6.2. Generative AI in Agriculture Key Manufacturers in Middle East and Africa
    • 10.6.3. MEA Market Size and Forecast, By Country, 2020 - 2033 (US$ Million)
    • 10.6.4. MEA Market Size and Forecast, By Offering, 2020 - 2033 (US$ Million)
    • 10.6.5. MEA Market Size and Forecast, By Application, 2020 - 2033 (US$ Million)
    • 10.6.6. MEA Market Size and Forecast, By End User, 2020 - 2033 (US$ Million)
    • 10.6.7. Saudi Arabia
      • 10.6.7.1. Overview
      • 10.6.7.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2020 - 2033, (US$ Million)
      • 10.6.7.3. Saudi Arabia Market Size and Forecast, By Offering, 2020 - 2033 (US$ Million)
      • 10.6.7.4. Saudi Arabia Market Size and Forecast, By Application, 2020 - 2033 (US$ Million)
      • 10.6.7.5. Saudi Arabia Market Size and Forecast, By End User, 2020 - 2033 (US$ Million)
    • 10.6.8. UAE
      • 10.6.8.1. Overview
      • 10.6.8.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2020 - 2033, (US$ Million)
      • 10.6.8.3. UAE Market Size and Forecast, By Offering, 2020 - 2033 (US$ Million)
      • 10.6.8.4. UAE Market Size and Forecast, By Application, 2020 - 2033 (US$ Million)
      • 10.6.8.5. UAE Market Size and Forecast, By End User, 2020 - 2033 (US$ Million)
    • 10.6.9. Israel
      • 10.6.9.1. Overview
      • 10.6.9.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2020 - 2033, (US$ Million)
      • 10.6.9.3. Israel Market Size and Forecast, By Offering, 2020 - 2033 (US$ Million)
      • 10.6.9.4. Israel Market Size and Forecast, By Application, 2020 - 2033 (US$ Million)
      • 10.6.9.5. Israel Market Size and Forecast, By End User, 2020 - 2033 (US$ Million)
    • 10.6.10. Turkey
      • 10.6.10.1. Overview
      • 10.6.10.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2020 - 2033, (US$ Million)
      • 10.6.10.3. Turkey Market Size and Forecast, By Offering, 2020 - 2033 (US$ Million)
      • 10.6.10.4. Turkey Market Size and Forecast, By Application, 2020 - 2033 (US$ Million)
      • 10.6.10.5. Turkey Market Size and Forecast, By End User, 2020 - 2033 (US$ Million)
    • 10.6.11. Algeria
      • 10.6.11.1. Overview
      • 10.6.11.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2020 - 2033, (US$ Million)
      • 10.6.11.3. Algeria Market Size and Forecast, By Offering, 2020 - 2033 (US$ Million)
      • 10.6.11.4. Algeria Market Size and Forecast, By Application, 2020 - 2033 (US$ Million)
      • 10.6.11.5. Algeria Market Size and Forecast, By End User, 2020 - 2033 (US$ Million)
    • 10.6.12. Egypt
      • 10.6.12.1. Overview
      • 10.6.12.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2020 - 2033, (US$ Million)
      • 10.6.12.3. Egypt Market Size and Forecast, By Offering, 2020 - 2033 (US$ Million)
      • 10.6.12.4. Egypt Market Size and Forecast, By Application, 2020 - 2033 (US$ Million)
      • 10.6.12.5. Egypt Market Size and Forecast, By End User, 2020 - 2033 (US$ Million)
    • 10.6.13. Iran
      • 10.6.13.1. Overview
      • 10.6.13.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2020 - 2033, (US$ Million)
      • 10.6.13.3. Iran Market Size and Forecast, By Offering, 2020 - 2033 (US$ Million)
      • 10.6.13.4. Iran Market Size and Forecast, By Application, 2020 - 2033 (US$ Million)
      • 10.6.13.5. Iran Market Size and Forecast, By End User, 2020 - 2033 (US$ Million)
    • 10.6.14. Qatar
      • 10.6.14.1. Overview
      • 10.6.14.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2020 - 2033, (US$ Million)
      • 10.6.14.3. Qatar Market Size and Forecast, By Offering, 2020 - 2033 (US$ Million)
      • 10.6.14.4. Qatar Market Size and Forecast, By Application, 2020 - 2033 (US$ Million)
      • 10.6.14.5. Qatar Market Size and Forecast, By End User, 2020 - 2033 (US$ Million)
    • 10.6.15. Rest of MEA
      • 10.6.15.1. Overview
      • 10.6.15.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2020 - 2033, (US$ Million)
      • 10.6.15.3. Rest of MEA Market Size and Forecast, By Offering, 2020 - 2033 (US$ Million)
      • 10.6.15.4. Rest of MEA Market Size and Forecast, By Application, 2020 - 2033 (US$ Million)
      • 10.6.15.5. Rest of MEA Market Size and Forecast, By End User, 2020 - 2033 (US$ Million)

11. Key Vendor Analysis- Generative AI in Agriculture Industry

  • 11.1. Competitive Benchmarking
    • 11.1.1. Competitive Dashboard
    • 11.1.2. Competitive Positioning
  • 11.2. Company Profiles
    • 11.2.1. Microsoft Corporation
    • 11.2.2. OpenAI
    • 11.2.3. Anthropic
    • 11.2.4. Agmatix
    • 11.2.5. Google LLC
    • 11.2.6. IBM Corporation
    • 11.2.7. Bayer AG (Climate FieldView(TM))
    • 11.2.8. Corteva Agriscience
    • 11.2.9. Syngenta Group
    • 11.2.10. BASF Digital Farming GmbH (xarvio(R))
    • 11.2.11. Deere & Company
    • 11.2.12. Trimble Inc.
    • 11.2.13. AGCO Corporation
    • 11.2.14. CNH Industrial N.V.
    • 11.2.15. Farmers Edge Inc.
    • 11.2.16. CropX Technologies Ltd.
    • 11.2.17. Taranis Visual Ltd.
    • 11.2.18. Planet Labs PBC
    • 11.2.19. Granular, Inc.
    • 11.2.20. Prospera Technologies Ltd.
    • 11.2.21. Arable Labs, Inc.
    • 11.2.22. OneSoil
    • 11.2.23. SAP SE
    • 11.2.24. Amazon Web Services, Inc. (AWS)
    • 11.2.25. Oracle Corporation
    • 11.2.26. NVIDIA Corporation
    • 11.2.27. Accenture plc
    • 11.2.28. Deloitte Touche Tohmatsu Limited
    • 11.2.29. Others

12. 360 Degree AnalystView

13. Appendix

  • 13.1. Research Methodology
  • 13.2. References
  • 13.3. Abbreviations
  • 13.4. Disclaimer
  • 13.5. Contact Us