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農業人工智能全球市場規模、份額、行業趨勢分析報告，按技術、應用、產品（軟件、硬件、人工智能即服務、服務）、區域展望和預測，2022-2028 年
市場調查報告書
商品編碼
1261134

農業人工智能全球市場規模、份額、行業趨勢分析報告，按技術、應用、產品（軟件、硬件、人工智能即服務、服務）、區域展望和預測，2022-2028 年

Global Artificial Intelligence in Agriculture Market Size, Share & Industry Trends Analysis Report By Technology, By Application, By Offering (Software, Hardware, AI-as-a-Service and Service), By Regional Outlook and Forecast, 2022 - 2028
出版日期: | 出版商: KBV Research | 英文 255 Pages | 訂單完成後即時交付

價格

在預測期內，農業人工智能市場規模預計將以 24.1% 的複合年增長率增長，到 2028 年將達到 49 億美元。

農業對人工智能的需求源於世界人口的快速增長。 此外，對人工智能、物聯網 (IoT) 和大數據驅動的綠色革命的需求將受到耕地稀缺和增加糧食產量以保障糧食安全的需求的推動。 支持人工智能的應用程序為農業部門的多個方面提供了幫助，包括預測和推薦分析、植物病害檢測、蟲害檢測和土壤監測。

除此之外，農業自動化有助於分配水和肥料等資源，選擇作物的最佳種植時間，以及識別雜草，增加了對人工智能技術的需求。 它還支持輸入過去的長期天氣預報、生產數據、商品價格預測、種子信息等，以建議播種多少種子。 由於人工智能應用對農業的諸多好處，一些 IT 巨頭和初創企業正在尋求開發支持物聯網的設備並大規模實施它們。

COVID-19 影響分析

自 COVID-19 以來，利用遙感和農場作業管理軟件技術取得了更多實施進展。 因此，公司已經開始關注無線平台，這些平台可以在作物健康監測、產量監測、灌溉調度、田間測繪和收穫管理等領域做出即時決策。 大流行還使世界各地的人們更加意識到他們所消費食物的質量。 因此，了解收穫的健康狀況變得越來越重要。 結果，人工智能技術在農業中的採用猛增，使市場受益。

市場增長因素

物聯網接受度的提高推動了市場擴張

大部分需求是由物聯網的日益普及所推動的。 移動設備和雲計算的使用越來越多，以及它提供的許多好處，例如管理大量結構化和非結構化數據的能力，推動了農業對物聯網的需求。。 例如，物聯網傳感器用於農業，為農民提供有關降雨、土壤養分、作物產量、害蟲爆發等的重要信息。 這些數據提供了精確的信息，可用於促進作物生產，並可用於提高農業實踐和農業生產水平。 這些因素將支持該地區市場的增長。

擴大機器人在農業中的應用

市場的主要發展是機器人在農業中的使用越來越多。 由於在農業中越來越多地使用技術，農業技術已經變得複雜和現代。 由於世界人口不斷增長、農民短缺和農業部門自動化，農業機器人的使用正在全球範圍內擴大。 農業綜合企業的利益相關者也非常關注通過創新的耕作技術提高生產力和最大限度地減少總體碳足跡。 因此，機器人技術供應商正在提供人工智能支持的服務以在其中工作。

市場約束

農民缺乏技術知識

精準農業是一種需要對技術有深刻理解的農業。 然而，由於缺乏對引進最先進技術的認識，理解和部署精準農業的原則之間存在差距。 世界各國政府和市場參與者正在實施項目，為農民提供精準農業技術培訓和諮詢服務，但仍有很大一部分農民無法獲得。 此外，新興國家的農民缺乏技術能力，這對市場開拓者構成了重大挑戰。

技術展望

基於技術，農業人工智能市場分為機器學習、計算機視覺和預測分析。 到 2021 年，計算機視覺部分在農業人工智能市場中佔有相當大的收入份額。 計算機視覺算法在農業應用中的使用越來越多，例如按重量、顏色、大小和成熟度對食物進行分類，以及識別農產品中的缺陷，這些都促成了這種高增長率。

發售展望

農業人工智能市場根據交付形式分為硬件、軟件、人工智能即服務和服務。 到 2021 年，硬件行業預計將在農業人工智能市場中佔據突出的收入份額。 現代設備結合強大的多核 CPU 來解決並行處理問題。 圖形處理器單元 (GPU) 和場處理門陣列是在工作站 (FPGA) 上開發的 AI 系統中使用最廣泛、最專業且經常可用的硬件。 圖像處理 GPU 是旨在加速多維數據處理的芯片。

應用展望

按應用劃分，農業人工智能市場分為精準農業、農業機器人、牲畜監控、無人機分析、勞動力管理等。 無人機分析部分將在 2021 年佔據農業人工智能市場的最大收入份額。 這主要是由於無人機開發的風險投資增加，以及對優質糧食作物的需求不斷增長，以滿足不斷增長的全球人口。 商用無人機在精準農業等關鍵應用中的使用也有所增加。

區域展望

按地區劃分，分析了北美、歐洲、亞太地區和 LAMEA 的農業人工智能市場。 2021 年，北美地區以最高收入份額引領農業人工智能市場。 北美大型農業企業已經在採用人工智能技術來顯著加快和提高種植和作物管理程序的準確性。 由於對尖端農業解決方案的需求，該地區的農業人工智能市場有望增長。

內容

第一章市場範圍與研究方法

  • 市場定義
  • 目的
  • 市場範圍
  • 細分
    • 農業市場：全球人工智能領域：按技術分類
    • 農業市場：全球人工智能：按應用分類
    • 農業市場：全球人工智能：按報價
    • 農業市場：全球人工智能：按地區
  • 調查方法

第 2 章市場概述

  • 介紹
    • 概覽
      • 市場構成和情景
  • 影響市場的主要因素
    • 市場驅動力
    • 市場製約因素

第 3 章競爭分析 - 世界

  • KBV 基數矩陣
  • 近期的全行業戰略發展
    • 夥伴關係、協作和協議
    • 產品發布和產品擴展
    • 收購與合併
    • 地域和業務擴張
  • 2021 年市場份額分析
  • 關鍵成功策略
    • 主要閱讀策略

第 4 章農業市場：全球人工智能市場：按技術分類

  • 全球機器學習市場：按地區
  • 全球計算機視覺市場：按地區
  • 全球預測分析市場：按地區

第 5 章農業市場：全球人工智能市場：按應用

  • 全球無人機分析市場：按地區
  • 全球精準農業市場：按地區
  • 全球農業機器人市場：按地區
  • 全球勞務管理市場：按地區
  • 全球牲畜監測市場，按地區
  • 按地區劃分的剩餘全球市場

第 6 章農業市場：市場上的全球人工智能：按產品分類

  • 全球軟件市場：按地區
  • 全球硬件市場：按地區
  • 全球人工智能即服務市場：按地區
  • 全球服務市場：按地區

第 7 章農業市場：全球人工智能市場：按地區

  • 北美
    • 北美市場：按國家/地區分類
      • 美國
      • 加拿大
      • 墨西哥
      • 其他北美地區
  • 歐洲
    • 歐洲市場：按國家/地區分類
      • 德國
      • 英國
      • 法國
      • 俄羅斯
      • 西班牙
      • 意大利
      • 其他歐洲地區
  • 亞太地區
    • 亞太市場：按國家/地區分類
      • 中國
      • 日本
      • 印度
      • 韓國
      • 新加坡
      • 馬來西亞
      • 其他亞太地區
  • 拉丁美洲/中東/非洲
    • 按國家/地區劃分的拉丁美洲/中東/非洲市場
      • 巴西
      • 阿根廷
      • 阿拉伯聯合酋長國
      • 沙特阿拉伯
      • 南非
      • 尼日利亞
      • 其他拉丁美洲/中東/非洲地區

第八章公司簡介

  • Deere & Company
  • IBM Corporation
  • Microsoft Corporation
  • Climate LLC（Bayer AG）
  • Farmers Edge Inc
  • AgEagle Aerial Systems, Inc
  • Prospera Technologies, Inc（Valmont Industries, Inc.）
  • AA.A Taranis Visual Ltd.
  • CropIn Technology Solutions Private Limited
  • Corteva, Inc（Dow AgroSciences LLC）

The Global Artificial Intelligence in Agriculture Market size is expected to reach $4.9 billion by 2028, rising at a market growth of 24.1% CAGR during the forecast period.

Farmers can benefit from real-time insights into their fields, monitoring of plant health, soil quality, temperature, automation of irrigation, and pesticide application processes, all of which increase the overall quality and accuracy of the crop. Precision farming, drone analytics, agriculture robots, livestock monitoring, and labor management are just a few of the applications of AI in agriculture that strive to maximize crop production efficiency. Adoption of deep learning technology is boosting crop productivity, fueling the market's expansion.

Farming with artificial intelligence approaches results in higher productivity and yield. Because of this, agricultural firms embrace artificial intelligence technologies for solutions based on predictive analytics. AI-based tools and methods assist with pest management, healthier crop production, soil monitoring, and jobs related to agriculture throughout the entire supply chain. Furthermore, since it assists in the analysis of farm data, artificial intelligence is increasingly being utilized by agriculture businesses to enhance harvest quality and accuracy.

The need for AI in the agriculture sector is driven by the world's rapidly expanding population. In addition, the demand for a green revolution powered by artificial intelligence, the Internet of Things (IoT), and big data is driven by the scarcity of arable land and the requirement for greater food production for food security. Several aspects of the agriculture sector are catered by AI-enabled apps, including predictive and recommendation analytics, plant disease detection, pest infestation detection, and soil monitoring.

Aside from that, automation in agriculture assists in allocating resources like water and fertilizer, choosing the best time to plant crops, and identifying weeds, which increases the demand for artificial intelligence technologies. Using previous long-term weather forecasts, production data, commodity pricing forecasts, and seed information, among other inputs, it also assists in recommending how many seeds should be sown. Several IT juggernauts and start-ups are developing IoT-enabled devices to implement AI applications for agriculture on a wide scale due to the numerous advantages of these applications.

COVID-19 Impact Analysis

Using remote sensing and farm management software technologies resulted in greater uptake after COVID-19. As a result, businesses have already started to put more of a focus on wireless platforms to enable in-the-moment decisions in areas like crop health monitoring, yield monitoring, irrigation scheduling, field mapping, and harvesting management. Also, due to the spread of the pandemic, people worldwide have become conscious of the quality of food they are consuming. This has made it even more crucial to keep track of the health of yields. As a result, the adoption of AI technologies in agriculture has surged, profiting the market.

Market Growth Factors

Growing acceptance of IoT driving market expansion

Demand is mostly driven by the growing deployment of IoT. The demand for IoT in agriculture is rising due to the expanding usage of mobile devices and cloud computing, as well as the numerous advantages offered by IoT, including the capacity to manage massive amounts of structured and unstructured data. For example, IoT sensors are utilized in agricultural practices to give farmers crucial information regarding rainfall, soil nutrition, crop yields, and pest infestation, among other things. Such data provides accurate information that can be used to promote crop production and can be used to raise the caliber of both farming practices and agricultural output. These elements would support the growth of the regional market.

Growing use of robotics in agriculture

A key development in the market is the growing use of robotics in agriculture. Farming techniques are advancing in sophistication and modernity due to the rising use of technology in agriculture. The usage of agricultural robots is expanding globally due to the expanding world population, the scarcity of farm employees, and the automation of the agricultural sector. Agribusiness stakeholders are also largely focused on improving output productivity through innovative farming techniques and minimizing the overall carbon footprint. Thus, robotics businesses are providing services that are AI-equipped to function in them.

Market Restraining Factors

Less technical knowledge among farmers

Precision agriculture is a type of farming that necessitates an in-depth understanding of technology. However, owing to a lack of awareness of the implementation of cutting-edge technology, a gap exists between the comprehension and deployment of precision farming principles. Despite governments and market partners worldwide undertaking projects to provide farmers with training & consulting services on precision farming techniques, a significant percentage of farmers remain inaccessible. So far, farmers in developing nations lack technological competence, providing a substantial challenge for market players.

Technology Outlook

Based on technology, the artificial intelligence in agriculture market is segmented into machine learning, computer vision and predictive analytics. The computer vision segment garnered a substantial revenue share in the artificial intelligence in agriculture market in 2021. The increased usage of computer vision algorithms in agricultural applications, including sorting the food per weight, color, size, and ripeness and recognizing flaws in agricultural goods, is attributed to this high growth rate.

Offering Outlook

On the basis of offering, the artificial intelligence in agriculture market is classified into hardware, software, AI-as-a-service and services. The hardware segment projected a prominent revenue share in the artificial intelligence in agriculture market in 2021. Modern devices combine strong multicore CPUs to solve the parallel processing issue. Graphics Processor Units (GPU) and Field-Processing Gate Arrays are the most widely utilized, specialized, and often available hardware in AI systems developed on workstations (FPGA). An image-processing GPU is a chip designed to speed up the processing of multidimensional data.

Application Outlook

By application, the artificial intelligence in agriculture market is bifurcated into precision farming, agriculture robots, livestock monitoring, drone analytics, labor management, and others. The drone analytics segment dominated the artificial intelligence in the agriculture market with maximum revenue share in 2021. This is primarily due to the rise in venture capital funding for drone development and the increased need for high-quality food crops to feed the expanding world population. Also, there is an increase in the use of commercial drones in key application areas such as precision agriculture.

Regional Outlook

Region wise, the artificial intelligence in agriculture market is analyzed across North America, Europe, Asia Pacific and LAMEA. In 2021, the North America region led the artificial intelligence in agriculture market by generating the highest revenue share. Large-scale agricultural players in North America are already adopting AI technology to greatly speed up and enhance the precision of their planting or crop management procedures. The market for AI in agriculture is anticipated to expand in this region due to the desire for cutting-edge agricultural solutions.

The market research report covers the analysis of key stake holders of the market. Key companies profiled in the report include Deere & Company, IBM Corporation, Microsoft Corporation, Climate LLC (Bayer AG), Farmers Edge Inc, AgEagle Aerial Systems, Inc., Prospera Technologies, Inc. (Valmont Industries, Inc.), A.A.A Taranis Visual Ltd., CropIn Technology Solutions Private Limited, and Corteva, Inc. (Dow AgroSciences LLC)

Scope of the Study

Market Segments covered in the Report:

By Technology

  • Machine Learning
  • Computer Vision
  • Predictive Analytics

By Application

  • Drone Analytics
  • Precision Farming
  • Agricultural Robots
  • Labor Management
  • Livestock Monitoring
  • Others

By Offering

  • Software
  • Hardware
  • AI-as-a-Service
  • Service

By Geography

  • North America
    • US
    • Canada
    • Mexico
    • Rest of North America
  • Europe
    • Germany
    • UK
    • France
    • Russia
    • Spain
    • Italy
    • Rest of Europe
  • Asia Pacific
    • China
    • Japan
    • India
    • South Korea
    • Singapore
    • Malaysia
    • Rest of Asia Pacific
  • LAMEA
    • Brazil
    • Argentina
    • UAE
    • Saudi Arabia
    • South Africa
    • Nigeria
    • Rest of LAMEA

Companies Profiled

  • Deere & Company
  • IBM Corporation
  • Microsoft Corporation
  • Climate LLC (Bayer AG)
  • Farmers Edge Inc
  • AgEagle Aerial Systems, Inc.
  • Prospera Technologies, Inc. (Valmont Industries, Inc.)
  • A.A.A Taranis Visual Ltd.
  • CropIn Technology Solutions Private Limited
  • Corteva, Inc. (Dow AgroSciences LLC)

Unique Offerings from KBV Research

  • Exhaustive coverage
  • Highest number of market tables and figures
  • Subscription based model available
  • Guaranteed best price
  • Assured post sales research support with 10% customization free

Table of Contents

Chapter 1. Market Scope & Methodology

  • 1.1 Market Definition
  • 1.2 Objectives
  • 1.3 Market Scope
  • 1.4 Segmentation
    • 1.4.1 Global Artificial Intelligence in Agriculture Market, by Technology
    • 1.4.2 Global Artificial Intelligence in Agriculture Market, by Application
    • 1.4.3 Global Artificial Intelligence in Agriculture Market, by Offering
    • 1.4.4 Global Artificial Intelligence in Agriculture Market, by Geography
  • 1.5 Methodology for the research

Chapter 2. Market Overview

  • 2.1 Introduction
    • 2.1.1 Overview
      • 2.1.1.1 Market Composition & Scenario
  • 2.2 Key Factors Impacting the Market
    • 2.2.1 Market Drivers
    • 2.2.2 Market Restraints

Chapter 3. Competition Analysis - Global

  • 3.1 KBV Cardinal Matrix
  • 3.2 Recent Industry Wide Strategic Developments
    • 3.2.1 Partnerships, Collaborations and Agreements
    • 3.2.2 Product Launches and Product Expansions
    • 3.2.3 Acquisition and Mergers
    • 3.2.4 Geographical and Business Expansion
  • 3.3 Market Share Analysis, 2021
  • 3.4 Top Winning Strategies
    • 3.4.1 Key Leading Strategies: Percentage Distribution (2018-2022)

Chapter 4. Global Artificial Intelligence in Agriculture Market by Technology

  • 4.1 Global Machine Learning Market by Region
  • 4.2 Global Computer Vision Market by Region
  • 4.3 Global Predictive Analytics Market by Region

Chapter 5. Global Artificial Intelligence in Agriculture Market by Application

  • 5.1 Global Drone Analytics Market by Region
  • 5.2 Global Precision Farming Market by Region
  • 5.3 Global Agricultural Robots Market by Region
  • 5.4 Global Labor Management Market by Region
  • 5.5 Global Livestock Monitoring Market by Region
  • 5.6 Global Others Market by Region

Chapter 6. Global Artificial Intelligence in Agriculture Market by Offering

  • 6.1 Global Software Market by Region
  • 6.2 Global Hardware Market by Region
  • 6.3 Global AI-as-a-Service Market by Region
  • 6.4 Global Service Market by Region

Chapter 7. Global Artificial Intelligence in Agriculture Market by Region

  • 7.1 North America Artificial Intelligence in Agriculture Market
    • 7.1.1 North America Artificial Intelligence in Agriculture Market by Technology
      • 7.1.1.1 North America Machine Learning Market by Country
      • 7.1.1.2 North America Computer Vision Market by Country
      • 7.1.1.3 North America Predictive Analytics Market by Country
    • 7.1.2 North America Artificial Intelligence in Agriculture Market by Application
      • 7.1.2.1 North America Drone Analytics Market by Country
      • 7.1.2.2 North America Precision Farming Market by Country
      • 7.1.2.3 North America Agricultural Robots Market by Country
      • 7.1.2.4 North America Labor Management Market by Country
      • 7.1.2.5 North America Livestock Monitoring Market by Country
      • 7.1.2.6 North America Others Market by Country
    • 7.1.3 North America Artificial Intelligence in Agriculture Market by Offering
      • 7.1.3.1 North America Software Market by Country
      • 7.1.3.2 North America Hardware Market by Country
      • 7.1.3.3 North America AI-as-a-Service Market by Country
      • 7.1.3.4 North America Service Market by Country
    • 7.1.4 North America Artificial Intelligence in Agriculture Market by Country
      • 7.1.4.1 US Artificial Intelligence in Agriculture Market
        • 7.1.4.1.1 US Artificial Intelligence in Agriculture Market by Technology
        • 7.1.4.1.2 US Artificial Intelligence in Agriculture Market by Application
        • 7.1.4.1.3 US Artificial Intelligence in Agriculture Market by Offering
      • 7.1.4.2 Canada Artificial Intelligence in Agriculture Market
        • 7.1.4.2.1 Canada Artificial Intelligence in Agriculture Market by Technology
        • 7.1.4.2.2 Canada Artificial Intelligence in Agriculture Market by Application
        • 7.1.4.2.3 Canada Artificial Intelligence in Agriculture Market by Offering
      • 7.1.4.3 Mexico Artificial Intelligence in Agriculture Market
        • 7.1.4.3.1 Mexico Artificial Intelligence in Agriculture Market by Technology
        • 7.1.4.3.2 Mexico Artificial Intelligence in Agriculture Market by Application
        • 7.1.4.3.3 Mexico Artificial Intelligence in Agriculture Market by Offering
      • 7.1.4.4 Rest of North America Artificial Intelligence in Agriculture Market
        • 7.1.4.4.1 Rest of North America Artificial Intelligence in Agriculture Market by Technology
        • 7.1.4.4.2 Rest of North America Artificial Intelligence in Agriculture Market by Application
        • 7.1.4.4.3 Rest of North America Artificial Intelligence in Agriculture Market by Offering
  • 7.2 Europe Artificial Intelligence in Agriculture Market
    • 7.2.1 Europe Artificial Intelligence in Agriculture Market by Technology
      • 7.2.1.1 Europe Machine Learning Market by Country
      • 7.2.1.2 Europe Computer Vision Market by Country
      • 7.2.1.3 Europe Predictive Analytics Market by Country
    • 7.2.2 Europe Artificial Intelligence in Agriculture Market by Application
      • 7.2.2.1 Europe Drone Analytics Market by Country
      • 7.2.2.2 Europe Precision Farming Market by Country
      • 7.2.2.3 Europe Agricultural Robots Market by Country
      • 7.2.2.4 Europe Labor Management Market by Country
      • 7.2.2.5 Europe Livestock Monitoring Market by Country
      • 7.2.2.6 Europe Others Market by Country
    • 7.2.3 Europe Artificial Intelligence in Agriculture Market by Offering
      • 7.2.3.1 Europe Software Market by Country
      • 7.2.3.2 Europe Hardware Market by Country
      • 7.2.3.3 Europe AI-as-a-Service Market by Country
      • 7.2.3.4 Europe Service Market by Country
    • 7.2.4 Europe Artificial Intelligence in Agriculture Market by Country
      • 7.2.4.1 Germany Artificial Intelligence in Agriculture Market
        • 7.2.4.1.1 Germany Artificial Intelligence in Agriculture Market by Technology
        • 7.2.4.1.2 Germany Artificial Intelligence in Agriculture Market by Application
        • 7.2.4.1.3 Germany Artificial Intelligence in Agriculture Market by Offering
      • 7.2.4.2 UK Artificial Intelligence in Agriculture Market
        • 7.2.4.2.1 UK Artificial Intelligence in Agriculture Market by Technology
        • 7.2.4.2.2 UK Artificial Intelligence in Agriculture Market by Application
        • 7.2.4.2.3 UK Artificial Intelligence in Agriculture Market by Offering
      • 7.2.4.3 France Artificial Intelligence in Agriculture Market
        • 7.2.4.3.1 France Artificial Intelligence in Agriculture Market by Technology
        • 7.2.4.3.2 France Artificial Intelligence in Agriculture Market by Application
        • 7.2.4.3.3 France Artificial Intelligence in Agriculture Market by Offering
      • 7.2.4.4 Russia Artificial Intelligence in Agriculture Market
        • 7.2.4.4.1 Russia Artificial Intelligence in Agriculture Market by Technology
        • 7.2.4.4.2 Russia Artificial Intelligence in Agriculture Market by Application
        • 7.2.4.4.3 Russia Artificial Intelligence in Agriculture Market by Offering
      • 7.2.4.5 Spain Artificial Intelligence in Agriculture Market
        • 7.2.4.5.1 Spain Artificial Intelligence in Agriculture Market by Technology
        • 7.2.4.5.2 Spain Artificial Intelligence in Agriculture Market by Application
        • 7.2.4.5.3 Spain Artificial Intelligence in Agriculture Market by Offering
      • 7.2.4.6 Italy Artificial Intelligence in Agriculture Market
        • 7.2.4.6.1 Italy Artificial Intelligence in Agriculture Market by Technology
        • 7.2.4.6.2 Italy Artificial Intelligence in Agriculture Market by Application
        • 7.2.4.6.3 Italy Artificial Intelligence in Agriculture Market by Offering
      • 7.2.4.7 Rest of Europe Artificial Intelligence in Agriculture Market
        • 7.2.4.7.1 Rest of Europe Artificial Intelligence in Agriculture Market by Technology
        • 7.2.4.7.2 Rest of Europe Artificial Intelligence in Agriculture Market by Application
        • 7.2.4.7.3 Rest of Europe Artificial Intelligence in Agriculture Market by Offering
  • 7.3 Asia Pacific Artificial Intelligence in Agriculture Market
    • 7.3.1 Asia Pacific Artificial Intelligence in Agriculture Market by Technology
      • 7.3.1.1 Asia Pacific Machine Learning Market by Country
      • 7.3.1.2 Asia Pacific Computer Vision Market by Country
      • 7.3.1.3 Asia Pacific Predictive Analytics Market by Country
    • 7.3.2 Asia Pacific Artificial Intelligence in Agriculture Market by Application
      • 7.3.2.1 Asia Pacific Drone Analytics Market by Country
      • 7.3.2.2 Asia Pacific Precision Farming Market by Country
      • 7.3.2.3 Asia Pacific Agricultural Robots Market by Country
      • 7.3.2.4 Asia Pacific Labor Management Market by Country
      • 7.3.2.5 Asia Pacific Livestock Monitoring Market by Country
      • 7.3.2.6 Asia Pacific Others Market by Country
    • 7.3.3 Asia Pacific Artificial Intelligence in Agriculture Market by Offering
      • 7.3.3.1 Asia Pacific Software Market by Country
      • 7.3.3.2 Asia Pacific Hardware Market by Country
      • 7.3.3.3 Asia Pacific AI-as-a-Service Market by Country
      • 7.3.3.4 Asia Pacific Service Market by Country
    • 7.3.4 Asia Pacific Artificial Intelligence in Agriculture Market by Country
      • 7.3.4.1 China Artificial Intelligence in Agriculture Market
        • 7.3.4.1.1 China Artificial Intelligence in Agriculture Market by Technology
        • 7.3.4.1.2 China Artificial Intelligence in Agriculture Market by Application
        • 7.3.4.1.3 China Artificial Intelligence in Agriculture Market by Offering
      • 7.3.4.2 Japan Artificial Intelligence in Agriculture Market
        • 7.3.4.2.1 Japan Artificial Intelligence in Agriculture Market by Technology
        • 7.3.4.2.2 Japan Artificial Intelligence in Agriculture Market by Application
        • 7.3.4.2.3 Japan Artificial Intelligence in Agriculture Market by Offering
      • 7.3.4.3 India Artificial Intelligence in Agriculture Market
        • 7.3.4.3.1 India Artificial Intelligence in Agriculture Market by Technology
        • 7.3.4.3.2 India Artificial Intelligence in Agriculture Market by Application
        • 7.3.4.3.3 India Artificial Intelligence in Agriculture Market by Offering
      • 7.3.4.4 South Korea Artificial Intelligence in Agriculture Market
        • 7.3.4.4.1 South Korea Artificial Intelligence in Agriculture Market by Technology
        • 7.3.4.4.2 South Korea Artificial Intelligence in Agriculture Market by Application
        • 7.3.4.4.3 South Korea Artificial Intelligence in Agriculture Market by Offering
      • 7.3.4.5 Singapore Artificial Intelligence in Agriculture Market
        • 7.3.4.5.1 Singapore Artificial Intelligence in Agriculture Market by Technology
        • 7.3.4.5.2 Singapore Artificial Intelligence in Agriculture Market by Application
        • 7.3.4.5.3 Singapore Artificial Intelligence in Agriculture Market by Offering
      • 7.3.4.6 Malaysia Artificial Intelligence in Agriculture Market
        • 7.3.4.6.1 Malaysia Artificial Intelligence in Agriculture Market by Technology
        • 7.3.4.6.2 Malaysia Artificial Intelligence in Agriculture Market by Application
        • 7.3.4.6.3 Malaysia Artificial Intelligence in Agriculture Market by Offering
      • 7.3.4.7 Rest of Asia Pacific Artificial Intelligence in Agriculture Market
        • 7.3.4.7.1 Rest of Asia Pacific Artificial Intelligence in Agriculture Market by Technology
        • 7.3.4.7.2 Rest of Asia Pacific Artificial Intelligence in Agriculture Market by Application
        • 7.3.4.7.3 Rest of Asia Pacific Artificial Intelligence in Agriculture Market by Offering
  • 7.4 LAMEA Artificial Intelligence in Agriculture Market
    • 7.4.1 LAMEA Artificial Intelligence in Agriculture Market by Technology
      • 7.4.1.1 LAMEA Machine Learning Market by Country
      • 7.4.1.2 LAMEA Computer Vision Market by Country
      • 7.4.1.3 LAMEA Predictive Analytics Market by Country
    • 7.4.2 LAMEA Artificial Intelligence in Agriculture Market by Application
      • 7.4.2.1 LAMEA Drone Analytics Market by Country
      • 7.4.2.2 LAMEA Precision Farming Market by Country
      • 7.4.2.3 LAMEA Agricultural Robots Market by Country
      • 7.4.2.4 LAMEA Labor Management Market by Country
      • 7.4.2.5 LAMEA Livestock Monitoring Market by Country
      • 7.4.2.6 LAMEA Others Market by Country
    • 7.4.3 LAMEA Artificial Intelligence in Agriculture Market by Offering
      • 7.4.3.1 LAMEA Software Market by Country
      • 7.4.3.2 LAMEA Hardware Market by Country
      • 7.4.3.3 LAMEA AI-as-a-Service Market by Country
      • 7.4.3.4 LAMEA Service Market by Country
    • 7.4.4 LAMEA Artificial Intelligence in Agriculture Market by Country
      • 7.4.4.1 Brazil Artificial Intelligence in Agriculture Market
        • 7.4.4.1.1 Brazil Artificial Intelligence in Agriculture Market by Technology
        • 7.4.4.1.2 Brazil Artificial Intelligence in Agriculture Market by Application
        • 7.4.4.1.3 Brazil Artificial Intelligence in Agriculture Market by Offering
      • 7.4.4.2 Argentina Artificial Intelligence in Agriculture Market
        • 7.4.4.2.1 Argentina Artificial Intelligence in Agriculture Market by Technology
        • 7.4.4.2.2 Argentina Artificial Intelligence in Agriculture Market by Application
        • 7.4.4.2.3 Argentina Artificial Intelligence in Agriculture Market by Offering
      • 7.4.4.3 UAE Artificial Intelligence in Agriculture Market
        • 7.4.4.3.1 UAE Artificial Intelligence in Agriculture Market by Technology
        • 7.4.4.3.2 UAE Artificial Intelligence in Agriculture Market by Application
        • 7.4.4.3.3 UAE Artificial Intelligence in Agriculture Market by Offering
      • 7.4.4.4 Saudi Arabia Artificial Intelligence in Agriculture Market
        • 7.4.4.4.1 Saudi Arabia Artificial Intelligence in Agriculture Market by Technology
        • 7.4.4.4.2 Saudi Arabia Artificial Intelligence in Agriculture Market by Application
        • 7.4.4.4.3 Saudi Arabia Artificial Intelligence in Agriculture Market by Offering
      • 7.4.4.5 South Africa Artificial Intelligence in Agriculture Market
        • 7.4.4.5.1 South Africa Artificial Intelligence in Agriculture Market by Technology
        • 7.4.4.5.2 South Africa Artificial Intelligence in Agriculture Market by Application
        • 7.4.4.5.3 South Africa Artificial Intelligence in Agriculture Market by Offering
      • 7.4.4.6 Nigeria Artificial Intelligence in Agriculture Market
        • 7.4.4.6.1 Nigeria Artificial Intelligence in Agriculture Market by Technology
        • 7.4.4.6.2 Nigeria Artificial Intelligence in Agriculture Market by Application
        • 7.4.4.6.3 Nigeria Artificial Intelligence in Agriculture Market by Offering
      • 7.4.4.7 Rest of LAMEA Artificial Intelligence in Agriculture Market
        • 7.4.4.7.1 Rest of LAMEA Artificial Intelligence in Agriculture Market by Technology
        • 7.4.4.7.2 Rest of LAMEA Artificial Intelligence in Agriculture Market by Application
        • 7.4.4.7.3 Rest of LAMEA Artificial Intelligence in Agriculture Market by Offering

Chapter 8. Company Profiles

  • 8.1 Deere & Company
    • 8.1.1 Company Overview
    • 8.1.2 Financial Analysis
    • 8.1.3 Segmental and Regional Analysis
    • 8.1.4 Research & Development Expenses
    • 8.1.5 Recent strategies and developments:
      • 8.1.5.1 Product Launches and Product Expansions:
      • 8.1.5.2 Acquisition and Mergers:
  • 8.2 IBM Corporation
    • 8.2.1 Company Overview
    • 8.2.2 Financial Analysis
    • 8.2.3 Regional & Segmental Analysis
    • 8.2.4 Research & Development Expenses
    • 8.2.5 Recent strategies and developments:
      • 8.2.5.1 Partnerships, Collaborations, and Agreements:
      • 8.2.5.2 Product Launches and Product Expansions:
    • 8.2.6 SWOT Analysis
  • 8.3 Microsoft Corporation
    • 8.3.1 Company Overview
    • 8.3.2 Financial Analysis
    • 8.3.3 Segmental and Regional Analysis
    • 8.3.4 Research & Development Expenses
    • 8.3.5 Recent strategies and developments:
      • 8.3.5.1 Partnerships, Collaborations, and Agreements:
    • 8.3.6 SWOT Analysis
  • 8.4 Climate LLC (Bayer AG)
    • 8.4.1 Company Overview
    • 8.4.2 Financial Analysis
    • 8.4.3 Segmental and Regional Analysis
    • 8.4.4 Research & Development Expenses
    • 8.4.5 Recent strategies and developments:
      • 8.4.5.1 Product Launches and Product Expansions:
  • 8.5 Farmers Edge Inc
    • 8.5.1 Company Overview
    • 8.5.2 Financial Analysis
    • 8.5.3 Regional Analysis
    • 8.5.4 Research & Development Expenses
    • 8.5.5 Recent strategies and developments:
      • 8.5.5.1 Partnerships, Collaborations, and Agreements:
      • 8.5.5.2 Acquisition and Mergers:
      • 8.5.5.3 Business Expansions:
  • 8.6 AgEagle Aerial Systems, Inc.
    • 8.6.1 Company Overview
    • 8.6.2 Financial Analysis
    • 8.6.3 Segmental and Regional Analysis
    • 8.6.4 Research & Development Expenses
  • 8.7 Prospera Technologies, Inc. (Valmont Industries, Inc.)
    • 8.7.1 Company Overview
    • 8.7.2 Financial Analysis
    • 8.7.3 Segmental and Regional Analysis
    • 8.7.4 Research & Development Expenses
  • 8.8 A.A.A Taranis Visual Ltd.
    • 8.8.1 Company Overview
    • 8.8.2 Recent strategies and developments:
      • 8.8.2.1 Partnerships, Collaborations, and Agreements:
      • 8.8.2.2 Product Launches and Product Expansions:
      • 8.8.2.3 Geographical Expansions:
  • 8.9 CropIn Technology Solutions Private Limited
    • 8.9.1 Company Overview
  • 8.10. Corteva, Inc. (Dow AgroSciences LLC)
    • 8.10.1 Company Overview
    • 8.10.2 Financial Analysis
    • 8.10.3 Segmental and Regional Analysis
    • 8.10.4 Research & Development Expense

LIST OF TABLES

  • TABLE 1 Global Artificial Intelligence in Agriculture Market, 2018 - 2021, USD Million
  • TABLE 2 Global Artificial Intelligence in Agriculture Market, 2022 - 2028, USD Million
  • TABLE 3 Partnerships, Collaborations and Agreements- Artificial Intelligence in Agriculture Market
  • TABLE 4 Product Launches And Product Expansions- Artificial Intelligence in Agriculture Market
  • TABLE 5 Acquisition and Mergers- Artificial Intelligence in Agriculture Market
  • TABLE 6 Geographical and Business Expansion - Artificial Intelligence in Agriculture Market
  • TABLE 7 Global Artificial Intelligence in Agriculture Market by Technology, 2018 - 2021, USD Million
  • TABLE 8 Global Artificial Intelligence in Agriculture Market by Technology, 2022 - 2028, USD Million
  • TABLE 9 Global Machine Learning Market by Region, 2018 - 2021, USD Million
  • TABLE 10 Global Machine Learning Market by Region, 2022 - 2028, USD Million
  • TABLE 11 Global Computer Vision Market by Region, 2018 - 2021, USD Million
  • TABLE 12 Global Computer Vision Market by Region, 2022 - 2028, USD Million
  • TABLE 13 Global Predictive Analytics Market by Region, 2018 - 2021, USD Million
  • TABLE 14 Global Predictive Analytics Market by Region, 2022 - 2028, USD Million
  • TABLE 15 Global Artificial Intelligence in Agriculture Market by Application, 2018 - 2021, USD Million
  • TABLE 16 Global Artificial Intelligence in Agriculture Market by Application, 2022 - 2028, USD Million
  • TABLE 17 Global Drone Analytics Market by Region, 2018 - 2021, USD Million
  • TABLE 18 Global Drone Analytics Market by Region, 2022 - 2028, USD Million
  • TABLE 19 Global Precision Farming Market by Region, 2018 - 2021, USD Million
  • TABLE 20 Global Precision Farming Market by Region, 2022 - 2028, USD Million
  • TABLE 21 Global Agricultural Robots Market by Region, 2018 - 2021, USD Million
  • TABLE 22 Global Agricultural Robots Market by Region, 2022 - 2028, USD Million
  • TABLE 23 Global Labor Management Market by Region, 2018 - 2021, USD Million
  • TABLE 24 Global Labor Management Market by Region, 2022 - 2028, USD Million
  • TABLE 25 Global Livestock Monitoring Market by Region, 2018 - 2021, USD Million
  • TABLE 26 Global Livestock Monitoring Market by Region, 2022 - 2028, USD Million
  • TABLE 27 Global Others Market by Region, 2018 - 2021, USD Million
  • TABLE 28 Global Others Market by Region, 2022 - 2028, USD Million
  • TABLE 29 Global Artificial Intelligence in Agriculture Market by Offering, 2018 - 2021, USD Million
  • TABLE 30 Global Artificial Intelligence in Agriculture Market by Offering, 2022 - 2028, USD Million
  • TABLE 31 Global Software Market by Region, 2018 - 2021, USD Million
  • TABLE 32 Global Software Market by Region, 2022 - 2028, USD Million
  • TABLE 33 Global Hardware Market by Region, 2018 - 2021, USD Million
  • TABLE 34 Global Hardware Market by Region, 2022 - 2028, USD Million
  • TABLE 35 Global AI-as-a-Service Market by Region, 2018 - 2021, USD Million
  • TABLE 36 Global AI-as-a-Service Market by Region, 2022 - 2028, USD Million
  • TABLE 37 Global Service Market by Region, 2018 - 2021, USD Million
  • TABLE 38 Global Service Market by Region, 2022 - 2028, USD Million
  • TABLE 39 Global Artificial Intelligence in Agriculture Market by Region, 2018 - 2021, USD Million
  • TABLE 40 Global Artificial Intelligence in Agriculture Market by Region, 2022 - 2028, USD Million
  • TABLE 41 North America Artificial Intelligence in Agriculture Market, 2018 - 2021, USD Million
  • TABLE 42 North America Artificial Intelligence in Agriculture Market, 2022 - 2028, USD Million
  • TABLE 43 North America Artificial Intelligence in Agriculture Market by Technology, 2018 - 2021, USD Million
  • TABLE 44 North America Artificial Intelligence in Agriculture Market by Technology, 2022 - 2028, USD Million
  • TABLE 45 North America Machine Learning Market by Country, 2018 - 2021, USD Million
  • TABLE 46 North America Machine Learning Market by Country, 2022 - 2028, USD Million
  • TABLE 47 North America Computer Vision Market by Country, 2018 - 2021, USD Million
  • TABLE 48 North America Computer Vision Market by Country, 2022 - 2028, USD Million
  • TABLE 49 North America Predictive Analytics Market by Country, 2018 - 2021, USD Million
  • TABLE 50 North America Predictive Analytics Market by Country, 2022 - 2028, USD Million
  • TABLE 51 North America Artificial Intelligence in Agriculture Market by Application, 2018 - 2021, USD Million
  • TABLE 52 North America Artificial Intelligence in Agriculture Market by Application, 2022 - 2028, USD Million
  • TABLE 53 North America Drone Analytics Market by Country, 2018 - 2021, USD Million
  • TABLE 54 North America Drone Analytics Market by Country, 2022 - 2028, USD Million
  • TABLE 55 North America Precision Farming Market by Country, 2018 - 2021, USD Million
  • TABLE 56 North America Precision Farming Market by Country, 2022 - 2028, USD Million
  • TABLE 57 North America Agricultural Robots Market by Country, 2018 - 2021, USD Million
  • TABLE 58 North America Agricultural Robots Market by Country, 2022 - 2028, USD Million
  • TABLE 59 North America Labor Management Market by Country, 2018 - 2021, USD Million
  • TABLE 60 North America Labor Management Market by Country, 2022 - 2028, USD Million
  • TABLE 61 North America Livestock Monitoring Market by Country, 2018 - 2021, USD Million
  • TABLE 62 North America Livestock Monitoring Market by Country, 2022 - 2028, USD Million
  • TABLE 63 North America Others Market by Country, 2018 - 2021, USD Million
  • TABLE 64 North America Others Market by Country, 2022 - 2028, USD Million
  • TABLE 65 North America Artificial Intelligence in Agriculture Market by Offering, 2018 - 2021, USD Million
  • TABLE 66 North America Artificial Intelligence in Agriculture Market by Offering, 2022 - 2028, USD Million
  • TABLE 67 North America Software Market by Country, 2018 - 2021, USD Million
  • TABLE 68 North America Software Market by Country, 2022 - 2028, USD Million
  • TABLE 69 North America Hardware Market by Country, 2018 - 2021, USD Million
  • TABLE 70 North America Hardware Market by Country, 2022 - 2028, USD Million
  • TABLE 71 North America AI-as-a-Service Market by Country, 2018 - 2021, USD Million
  • TABLE 72 North America AI-as-a-Service Market by Country, 2022 - 2028, USD Million
  • TABLE 73 North America Service Market by Country, 2018 - 2021, USD Million
  • TABLE 74 North America Service Market by Country, 2022 - 2028, USD Million
  • TABLE 75 North America Artificial Intelligence in Agriculture Market by Country, 2018 - 2021, USD Million
  • TABLE 76 North America Artificial Intelligence in Agriculture Market by Country, 2022 - 2028, USD Million
  • TABLE 77 US Artificial Intelligence in Agriculture Market, 2018 - 2021, USD Million
  • TABLE 78 US Artificial Intelligence in Agriculture Market, 2022 - 2028, USD Million
  • TABLE 79 US Artificial Intelligence in Agriculture Market by Technology, 2018 - 2021, USD Million
  • TABLE 80 US Artificial Intelligence in Agriculture Market by Technology, 2022 - 2028, USD Million
  • TABLE 81 US Artificial Intelligence in Agriculture Market by Application, 2018 - 2021, USD Million
  • TABLE 82 US Artificial Intelligence in Agriculture Market by Application, 2022 - 2028, USD Million
  • TABLE 83 US Artificial Intelligence in Agriculture Market by Offering, 2018 - 2021, USD Million
  • TABLE 84 US Artificial Intelligence in Agriculture Market by Offering, 2022 - 2028, USD Million
  • TABLE 85 Canada Artificial Intelligence in Agriculture Market, 2018 - 2021, USD Million
  • TABLE 86 Canada Artificial Intelligence in Agriculture Market, 2022 - 2028, USD Million
  • TABLE 87 Canada Artificial Intelligence in Agriculture Market by Technology, 2018 - 2021, USD Million
  • TABLE 88 Canada Artificial Intelligence in Agriculture Market by Technology, 2022 - 2028, USD Million
  • TABLE 89 Canada Artificial Intelligence in Agriculture Market by Application, 2018 - 2021, USD Million
  • TABLE 90 Canada Artificial Intelligence in Agriculture Market by Application, 2022 - 2028, USD Million
  • TABLE 91 Canada Artificial Intelligence in Agriculture Market by Offering, 2018 - 2021, USD Million
  • TABLE 92 Canada Artificial Intelligence in Agriculture Market by Offering, 2022 - 2028, USD Million
  • TABLE 93 Mexico Artificial Intelligence in Agriculture Market, 2018 - 2021, USD Million
  • TABLE 94 Mexico Artificial Intelligence in Agriculture Market, 2022 - 2028, USD Million
  • TABLE 95 Mexico Artificial Intelligence in Agriculture Market by Technology, 2018 - 2021, USD Million
  • TABLE 96 Mexico Artificial Intelligence in Agriculture Market by Technology, 2022 - 2028, USD Million
  • TABLE 97 Mexico Artificial Intelligence in Agriculture Market by Application, 2018 - 2021, USD Million
  • TABLE 98 Mexico Artificial Intelligence in Agriculture Market by Application, 2022 - 2028, USD Million
  • TABLE 99 Mexico Artificial Intelligence in Agriculture Market by Offering, 2018 - 2021, USD Million
  • TABLE 100 Mexico Artificial Intelligence in Agriculture Market by Offering, 2022 - 2028, USD Million
  • TABLE 101 Rest of North America Artificial Intelligence in Agriculture Market, 2018 - 2021, USD Million
  • TABLE 102 Rest of North America Artificial Intelligence in Agriculture Market, 2022 - 2028, USD Million
  • TABLE 103 Rest of North America Artificial Intelligence in Agriculture Market by Technology, 2018 - 2021, USD Million
  • TABLE 104 Rest of North America Artificial Intelligence in Agriculture Market by Technology, 2022 - 2028, USD Million
  • TABLE 105 Rest of North America Artificial Intelligence in Agriculture Market by Application, 2018 - 2021, USD Million
  • TABLE 106 Rest of North America Artificial Intelligence in Agriculture Market by Application, 2022 - 2028, USD Million
  • TABLE 107 Rest of North America Artificial Intelligence in Agriculture Market by Offering, 2018 - 2021, USD Million
  • TABLE 108 Rest of North America Artificial Intelligence in Agriculture Market by Offering, 2022 - 2028, USD Million
  • TABLE 109 Europe Artificial Intelligence in Agriculture Market, 2018 - 2021, USD Million
  • TABLE 110 Europe Artificial Intelligence in Agriculture Market, 2022 - 2028, USD Million
  • TABLE 111 Europe Artificial Intelligence in Agriculture Market by Technology, 2018 - 2021, USD Million
  • TABLE 112 Europe Artificial Intelligence in Agriculture Market by Technology, 2022 - 2028, USD Million
  • TABLE 113 Europe Machine Learning Market by Country, 2018 - 2021, USD Million
  • TABLE 114 Europe Machine Learning Market by Country, 2022 - 2028, USD Million
  • TABLE 115 Europe Computer Vision Market by Country, 2018 - 2021, USD Million
  • TABLE 116 Europe Computer Vision Market by Country, 2022 - 2028, USD Million
  • TABLE 117 Europe Predictive Analytics Market by Country, 2018 - 2021, USD Million
  • TABLE 118 Europe Predictive Analytics Market by Country, 2022 - 2028, USD Million
  • TABLE 119 Europe Artificial Intelligence in Agriculture Market by Application, 2018 - 2021, USD Million
  • TABLE 120 Europe Artificial Intelligence in Agriculture Market by Application, 2022 - 2028, USD Million
  • TABLE 121 Europe Drone Analytics Market by Country, 2018 - 2021, USD Million
  • TABLE 122 Europe Drone Analytics Market by Country, 2022 - 2028, USD Million
  • TABLE 123 Europe Precision Farming Market by Country, 2018 - 2021, USD Million
  • TABLE 124 Europe Precision Farming Market by Country, 2022 - 2028, USD Million
  • TABLE 125 Europe Agricultural Robots Market by Country, 2018 - 2021, USD Million
  • TABLE 126 Europe Agricultural Robots Market by Country, 2022 - 2028, USD Million
  • TABLE 127 Europe Labor Management Market by Country, 2018 - 2021, USD Million
  • TABLE 128 Europe Labor Management Market by Country, 2022 - 2028, USD Million
  • TABLE 129 Europe Livestock Monitoring Market by Country, 2018 - 2021, USD Million
  • TABLE 130 Europe Livestock Monitoring Market by Country, 2022 - 2028, USD Million
  • TABLE 131 Europe Others Market by Country, 2018 - 2021, USD Million
  • TABLE 132 Europe Others Market by Country, 2022 - 2028, USD Million
  • TABLE 133 Europe Artificial Intelligence in Agriculture Market by Offering, 2018 - 2021, USD Million
  • TABLE 134 Europe Artificial Intelligence in Agriculture Market by Offering, 2022 - 2028, USD Million
  • TABLE 135 Europe Software Market by Country, 2018 - 2021, USD Million
  • TABLE 136 Europe Software Market by Country, 2022 - 2028, USD Million
  • TABLE 137 Europe Hardware Market by Country, 2018 - 2021, USD Million
  • TABLE 138 Europe Hardware Market by Country, 2022 - 2028, USD Million
  • TABLE 139 Europe AI-as-a-Service Market by Country, 2018 - 2021, USD Million
  • TABLE 140 Europe AI-as-a-Service Market by Country, 2022 - 2028, USD Million
  • TABLE 141 Europe Service Market by Country, 2018 - 2021, USD Million
  • TABLE 142 Europe Service Market by Country, 2022 - 2028, USD Million
  • TABLE 143 Europe Artificial Intelligence in Agriculture Market by Country, 2018 - 2021, USD Million
  • TABLE 144 Europe Artificial Intelligence in Agriculture Market by Country, 2022 - 2028, USD Million
  • TABLE 145 Germany Artificial Intelligence in Agriculture Market, 2018 - 2021, USD Million
  • TABLE 146 Germany Artificial Intelligence in Agriculture Market, 2022 - 2028, USD Million
  • TABLE 147 Germany Artificial Intelligence in Agriculture Market by Technology, 2018 - 2021, USD Million
  • TABLE 148 Germany Artificial Intelligence in Agriculture Market by Technology, 2022 - 2028, USD Million
  • TABLE 149 Germany Artificial Intelligence in Agriculture Market by Application, 2018 - 2021, USD Million
  • TABLE 150 Germany Artificial Intelligence in Agriculture Market by Application, 2022 - 2028, USD Million
  • TABLE 151 Germany Artificial Intelligence in Agriculture Market by Offering, 2018 - 2021, USD Million
  • TABLE 152 Germany Artificial Intelligence in Agriculture Market by Offering, 2022 - 2028, USD Million
  • TABLE 153 UK Artificial Intelligence in Agriculture Market, 2018 - 2021, USD Million
  • TABLE 154 UK Artificial Intelligence in Agriculture Market, 2022 - 2028, USD Million
  • TABLE 155 UK Artificial Intelligence in Agriculture Market by Technology, 2018 - 2021, USD Million
  • TABLE 156 UK Artificial Intelligence in Agriculture Market by Technology, 2022 - 2028, USD Million
  • TABLE 157 UK Artificial Intelligence in Agriculture Market by Application, 2018 - 2021, USD Million
  • TABLE 158 UK Artificial Intelligence in Agriculture Market by Application, 2022 - 2028, USD Million
  • TABLE 159 UK Artificial Intelligence in Agriculture Market by Offering, 2018 - 2021, USD Million
  • TABLE 160 UK Artificial Intelligence in Agriculture Market by Offering, 2022 - 2028, USD Million
  • TABLE 161 France Artificial Intelligence in Agriculture Market, 2018 - 2021, USD Million
  • TABLE 162 France Artificial Intelligence in Agriculture Market, 2022 - 2028, USD Million
  • TABLE 163 France Artificial Intelligence in Agriculture Market by Technology, 2018 - 2021, USD Million
  • TABLE 164 France Artificial Intelligence in Agriculture Market by Technology, 2022 - 2028, USD Million
  • TABLE 165 France Artificial Intelligence in Agriculture Market by Application, 2018 - 2021, USD Million
  • TABLE 166 France Artificial Intelligence in Agriculture Market by Application, 2022 - 2028, USD Million
  • TABLE 167 France Artificial Intelligence in Agriculture Market by Offering, 2018 - 2021, USD Million
  • TABLE 168 France Artificial Intelligence in Agriculture Market by Offering, 2022 - 2028, USD Million
  • TABLE 169 Russia Artificial Intelligence in Agriculture Market, 2018 - 2021, USD Million
  • TABLE 170 Russia Artificial Intelligence in Agriculture Market, 2022 - 2028, USD Million
  • TABLE 171 Russia Artificial Intelligence in Agriculture Market by Technology, 2018 - 2021, USD Million
  • TABLE 172 Russia Artificial Intelligence in Agriculture Market by Technology, 2022 - 2028, USD Million
  • TABLE 173 Russia Artificial Intelligence in Agriculture Market by Application, 2018 - 2021, USD Million
  • TABLE 174 Russia Artificial Intelligence in Agriculture Market by Application, 2022 - 2028, USD Million
  • TABLE 175 Russia Artificial Intelligence in Agriculture Market by Offering, 2018 - 2021, USD Million
  • TABLE 176 Russia Artificial Intelligence in Agriculture Market by Offering, 2022 - 2028, USD Million
  • TABLE 177 Spain Artificial Intelligence in Agriculture Market, 2018 - 2021, USD Million
  • TABLE 178 Spain Artificial Intelligence in Agriculture Market, 2022 - 2028, USD Million
  • TABLE 179 Spain Artificial Intelligence in Agriculture Market by Technology, 2018 - 2021, USD Million
  • TABLE 180 Spain Artificial Intelligence in Agriculture Market by Technology, 2022 - 2028, USD Million
  • TABLE 181 Spain Artificial Intelligence in Agriculture Market by Application, 2018 - 2021, USD Million
  • TABLE 182 Spain Artificial Intelligence in Agriculture Market by Application, 2022 - 2028, USD Million
  • TABLE 183 Spain Artificial Intelligence in Agriculture Market by Offering, 2018 - 2021, USD Million
  • TABLE 184 Spain Artificial Intelligence in Agriculture Market by Offering, 2022 - 2028, USD Million
  • TABLE 185 Italy Artificial Intelligence in Agriculture Market, 2018 - 2021, USD Million
  • TABLE 186 Italy Artificial Intelligence in Agriculture Market, 2022 - 2028, USD Million
  • TABLE 187 Italy Artificial Intelligence in Agriculture Market by Technology, 2018 - 2021, USD Million
  • TABLE 188 Italy Artificial Intelligence in Agriculture Market by Technology, 2022 - 2028, USD Million
  • TABLE 189 Italy Artificial Intelligence in Agriculture Market by Application, 2018 - 2021, USD Million
  • TABLE 190 Italy Artificial Intelligence in Agriculture Market by Application, 2022 - 2028, USD Million
  • TABLE 191 Italy Artificial Intelligence in Agriculture Market by Offering, 2018 - 2021, USD Million
  • TABLE 192 Italy Artificial Intelligence in Agriculture Market by Offering, 2022 - 2028, USD Million
  • TABLE 193 Rest of Europe Artificial Intelligence in Agriculture Market, 2018 - 2021, USD Million
  • TABLE 194 Rest of Europe Artificial Intelligence in Agriculture Market, 2022 - 2028, USD Million
  • TABLE 195 Rest of Europe Artificial Intelligence in Agriculture Market by Technology, 2018 - 2021, USD Million
  • TABLE 196 Rest of Europe Artificial Intelligence in Agriculture Market by Technology, 2022 - 2028, USD Million
  • TABLE 197 Rest of Europe Artificial Intelligence in Agriculture Market by Application, 2018 - 2021, USD Million
  • TABLE 198 Rest of Europe Artificial Intelligence in Agriculture Market by Application, 2022 - 2028, USD Million
  • TABLE 199 Rest of Europe Artificial Intelligence in Agriculture Market by Offering, 2018 - 2021, USD Million
  • TABLE 200 Rest of Europe Artificial Intelligence in Agriculture Market by Offering, 2022 - 2028, USD Million
  • TABLE 201 Asia Pacific Artificial Intelligence in Agriculture Market, 2018 - 2021, USD Million
  • TABLE 202 Asia Pacific Artificial Intelligence in Agriculture Market, 2022 - 2028, USD Million
  • TABLE 203 Asia Pacific Artificial Intelligence in Agriculture Market by Technology, 2018 - 2021, USD Million
  • TABLE 204 Asia Pacific Artificial Intelligence in Agriculture Market by Technology, 2022 - 2028, USD Million
  • TABLE 205 Asia Pacific Machine Learning Market by Country, 2018 - 2021, USD Million
  • TABLE 206 Asia Pacific Machine Learning Market by Country, 2022 - 2028, USD Million
  • TABLE 207 Asia Pacific Computer Vision Market by Country, 2018 - 2021, USD Million
  • TABLE 208 Asia Pacific Computer Vision Market by Country, 2022 - 2028, USD Million
  • TABLE 209 Asia Pacific Predictive Analytics Market by Country, 2018 - 2021, USD Million
  • TABLE 210 Asia Pacific Predictive Analytics Market by Country, 2022 - 2028, USD Million
  • TABLE 211 Asia Pacific Artificial Intelligence in Agriculture Market by Application, 2018 - 2021, USD Million
  • TABLE 212 Asia Pacific Artificial Intelligence in Agriculture Market by Application, 2022 - 2028, USD Million
  • TABLE 213 Asia Pacific Drone Analytics Market by Country, 2018 - 2021, USD Million
  • TABLE 214 Asia Pacific Drone Analytics Market by Country, 2022 - 2028, USD Million
  • TABLE 215 Asia Pacific Precision Farming Market by Country, 2018 - 2021, USD Million
  • TABLE 216 Asia Pacific Precision Farming Market by Country, 2022 - 2028, USD Million
  • TABLE 217 Asia Pacific Agricultural Robots Market by Country, 2018 - 2021, USD Million
  • TABLE 218 Asia Pacific Agricultural Robots Market by Country, 2022 - 2028, USD Million
  • TABLE 219 Asia Pacific Labor Management Market by Country, 2018 - 2021, USD Million
  • TABLE 220 Asia Pacific Labor Management Market by Country, 2022 - 2028, USD Million
  • TABLE 221 Asia Pacific Livestock Monitoring Market by Country, 2018 - 2021, USD Million
  • TABLE 222 Asia Pacific Livestock Monitoring Market by Country, 2022 - 2028, USD Million
  • TABLE 223 Asia Pacific Others Market by Country, 2018 - 2021, USD Million
  • TABLE 224 Asia Pacific Others Market by Country, 2022 - 2028, USD Million
  • TABLE 225 Asia Pacific Artificial Intelligence in Agriculture Market by Offering, 2018 - 2021, USD Million
  • TABLE 226 Asia Pacific Artificial Intelligence in Agriculture Market by Offering, 2022 - 2028, USD Million
  • TABLE 227 Asia Pacific Software Market by Country, 2018 - 2021, USD Million
  • TABLE 228 Asia Pacific Software Market by Country, 2022 - 2028, USD Million
  • TABLE 229 Asia Pacific Hardware Market by Country, 2018 - 2021, USD Million
  • TABLE 230 Asia Pacific Hardware Market by Country, 2022 - 2028, USD Million
  • TABLE 231 Asia Pacific AI-as-a-Service Market by Country, 2018 - 2021, USD Million
  • TABLE 232 Asia Pacific AI-as-a-Service Market by Country, 2022 - 2028, USD Million
  • TABLE 233 Asia Pacific Service Market by Country, 2018 - 2021, USD Million
  • TABLE 234 Asia Pacific Service Market by Country, 2022 - 2028, USD Million
  • TABLE 235 Asia Pacific Artificial Intelligence in Agriculture Market by Country, 2018 - 2021, USD Million
  • TABLE 236 Asia Pacific Artificial Intelligence in Agriculture Market by Country, 2022 - 2028, USD Million
  • TABLE 237 China Artificial Intelligence in Agriculture Market, 2018 - 2021, USD Million
  • TABLE 238 China Artificial Intelligence in Agriculture Market, 2022 - 2028, USD Million
  • TABLE 239 China Artificial Intelligence in Agriculture Market by Technology, 2018 - 2021, USD Million
  • TABLE 240 China Artificial Intelligence in Agriculture Market by Technology, 2022 - 2028, USD Million
  • TABLE 241 China Artificial Intelligence in Agriculture Market by Application, 2018 - 2021, USD Million
  • TABLE 242 China Artificial Intelligence in Agriculture Market by Application, 2022 - 2028, USD Million
  • TABLE 243 China Artificial Intelligence in Agriculture Market by Offering, 2018 - 2021, USD Million
  • TABLE 244 China Artificial Intelligence in Agriculture Market by Offering, 2022 - 2028, USD Million
  • TABLE 245 Japan Artificial Intelligence in Agriculture Market, 2018 - 2021, USD Million
  • TABLE 246 Japan Artificial Intelligence in Agriculture Market, 2022 - 2028, USD Million
  • TABLE 247 Japan Artificial Intelligence in Agriculture Market by Technology, 2018 - 2021, USD Million
  • TABLE 248 Japan Artificial Intelligence in Agriculture Market by Technology, 2022 - 2028, USD Million
  • TABLE 249 Japan Artificial Intelligence in Agriculture Market by Application, 2018 - 2021, USD Million
  • TABLE 250 Japan Artificial Intelligence in Agriculture Market by Application, 2022 - 2028, USD Million
  • TABLE 251 Japan Artificial Intelligence in Agriculture Market by Offering, 2018 - 2021, USD Million
  • TABLE 252 Japan Artificial Intelligence in Agriculture Market by Offering, 2022 - 2028, USD Million
  • TABLE 253 India Artificial Intelligence in Agriculture Market, 2018 - 2021, USD Million
  • TABLE 254 India Artificial Intelligence in Agriculture Market, 2022 - 2028, USD Million
  • TABLE 255 India Artificial Intelligence in Agriculture Market by Technology, 2018 - 2021, USD Million
  • TABLE 256 India Artificial Intelligence in Agriculture Market by Technology, 2022 - 2028, USD Million
  • TABLE 257 India Artificial Intelligence in Agriculture Market by Application, 2018 - 2021, USD Million
  • TABLE 258 India Artificial Intelligence in Agriculture Market by Application, 2022 - 2028, USD Million
  • TABLE 259 India Artificial Intelligence in Agriculture Market by Offering, 2018 - 2021, USD Million
  • TABLE 260 India Artificial Intelligence in Agriculture Market by Offering, 2022 - 2028, USD Million
  • TABLE 261 South Korea Artificial Intelligence in Agriculture Market, 2018 - 2021, USD Million
  • TABLE 262 South Korea Artificial Intelligence in Agriculture Market, 2022 - 2028, USD Million
  • TABLE 263 South Korea Artificial Intelligence in Agriculture Market by Technology, 2018 - 2021, USD Million
  • TABLE 264 South Korea Artificial Intelligence in Agriculture Market by Technology, 2022 - 2028, USD Million
  • TABLE 265 South Korea Artificial Intelligence in Agriculture Market by Application, 2018 - 2021, USD Million
  • TABLE 266 South Korea Artificial Intelligence in Agriculture Market by Application, 2022 - 2028, USD Million
  • TABLE 267 South Korea Artificial Intelligence in Agriculture Market by Offering, 2018 - 2021, USD Million
  • TABLE 268 South Korea Artificial Intelligence in Agriculture Market by Offering, 2022 - 2028, USD Million
  • TABLE 269 Singapore Artificial Intelligence in Agriculture Market, 2018 - 2021, USD Million
  • TABLE 270 Singapore Artificial Intelligence in Agriculture Market, 2022 - 2028, USD Million
  • TABLE 271 Singapore Artificial Intelligence in Agriculture Market by Technology, 2018 - 2021, USD Million
  • TABLE 272 Singapore Artificial Intelligence in Agriculture Market by Technology, 2022 - 2028, USD Million
  • TABLE 273 Singapore Artificial Intelligence in Agriculture Market by Application, 2018 - 2021, USD Million
  • TABLE 274 Singapore Artificial Intelligence in Agriculture Market by Application, 2022 - 2028, USD Million
  • TABLE 275 Singapore Artificial Intelligence in Agriculture Market by Offering, 2018 - 2021, USD Million
  • TABLE 276 Singapore Artificial Intelligence in Agriculture Market by Offering, 2022 - 2028, USD Million
  • TABLE 277 Malaysia Artificial Intelligence in Agriculture Market, 2018 - 2021, USD Million
  • TABLE 278 Malaysia Artificial Intelligence in Agriculture Market, 2022 - 2028, USD Million
  • TABLE 279 Malaysia Artificial Intelligence in Agriculture Market by Technology, 2018 - 2021, USD Million
  • TABLE 280 Malaysia Artificial Intelligence in Agriculture Market by Technology, 2022 - 2028, USD Million
  • TABLE 281 Malaysia Artificial Intelligence in Agriculture Market by Application, 2018 - 2021, USD Million
  • TABLE 282 Malaysia Artificial Intelligence in Agriculture Market by Application, 2022 - 2028, USD Million
  • TABLE 283 Malaysia Artificial Intelligence in Agriculture Market by Offering, 2018 - 2021, USD Million
  • TABLE 284 Malaysia Artificial Intelligence in Agriculture Market by Offering, 2022 - 2028, USD Million
  • TABLE 285 Rest of Asia Pacific Artificial Intelligence in Agriculture Market, 2018 - 2021, USD Million
  • TABLE 286 Rest of Asia Pacific Artificial Intelligence in Agriculture Market, 2022 - 2028, USD Million
  • TABLE 287 Rest of Asia Pacific Artificial Intelligence in Agriculture Market by Technology, 2018 - 2021, USD Million
  • TABLE 288 Rest of Asia Pacific Artificial Intelligence in Agriculture Market by Technology, 2022 - 2028, USD Million
  • TABLE 289 Rest of Asia Pacific Artificial Intelligence in Agriculture Market by Application, 2018 - 2021, USD Million
  • TABLE 290 Rest of Asia Pacific Artificial Intelligence in Agriculture Market by Application, 2022 - 2028, USD Million
  • TABLE 291 Rest of Asia Pacific Artificial Intelligence in Agriculture Market by Offering, 2018 - 2021, USD Million
  • TABLE 292 Rest of Asia Pacific Artificial Intelligence in Agriculture Market by Offering, 2022 - 2028, USD Million
  • TABLE 293 LAMEA Artificial Intelligence in Agriculture Market, 2018 - 2021, USD Million
  • TABLE 294 LAMEA Artificial Intelligence in Agriculture Market, 2022 - 2028, USD Million
  • TABLE 295 LAMEA Artificial Intelligence in Agriculture Market by Technology, 2018 - 2021, USD Million
  • TABLE 296 LAMEA Artificial Intelligence in Agriculture Market by Technology, 2022 - 2028, USD Million
  • TABLE 297 LAMEA Machine Learning Market by Country, 2018 - 2021, USD Million
  • TABLE 298 LAMEA Machine Learning Market by Country, 2022 - 2028, USD Million
  • TABLE 299 LAMEA Computer Vision Market by Country, 2018 - 2021, USD Million
  • TABLE 300 LAMEA Computer Vision Market by Country, 2022 - 2028, USD Million
  • TABLE 301 LAMEA Predictive Analytics Market by Country, 2018 - 2021, USD Million
  • TABLE 302 LAMEA Predictive Analytics Market by Country, 2022 - 2028, USD Million
  • TABLE 303 LAMEA Artificial Intelligence in Agriculture Market by Application, 2018 - 2021, USD Million
  • TABLE 304 LAMEA Artificial Intelligence in Agriculture Market by Application, 2022 - 2028, USD Million
  • TABLE 305 LAMEA Drone Analytics Market by Country, 2018 - 2021, USD Million
  • TABLE 306 LAMEA Drone Analytics Market by Country, 2022 - 2028, USD Million
  • TABLE 307 LAMEA Precision Farming Market by Country, 2018 - 2021, USD Million
  • TABLE 308 LAMEA Precision Farming Market by Country, 2022 - 2028, USD Million
  • TABLE 309 LAMEA Agricultural Robots Market by Country, 2018 - 2021, USD Million
  • TABLE 310 LAMEA Agricultural Robots Market by Country, 2022 - 2028, USD Million
  • TABLE 311 LAMEA Labor Management Market by Country, 2018 - 2021, USD Million
  • TABLE 312 LAMEA Labor Management Market by Country, 2022 - 2028, USD Million
  • TABLE 313 LAMEA Livestock Monitoring Market by Country, 2018 - 2021, USD Million
  • TABLE 314 LAMEA Livestock Monitoring Market by Country, 2022 - 2028, USD Million
  • TABLE 315 LAMEA Others Market by Country, 2018 - 2021, USD Million
  • TABLE 316 LAMEA Others Market by Country, 2022 - 2028, USD Million
  • TABLE 317 LAMEA Artificial Intelligence in Agriculture Market by Offering, 2018 - 2021, USD Million
  • TABLE 318 LAMEA Artificial Intelligence in Agriculture Market by Offering, 2022 - 2028, USD Million
  • TABLE 319 LAMEA Software Market by Country, 2018 - 2021, USD Million
  • TABLE 320 LAMEA Software Market by Country, 2022 - 2028, USD Million
  • TABLE 321 LAMEA Hardware Market by Country, 2018 - 2021, USD Million
  • TABLE 322 LAMEA Hardware Market by Country, 2022 - 2028, USD Million
  • TABLE 323 LAMEA AI-as-a-Service Market by Country, 2018 - 2021, USD Million
  • TABLE 324 LAMEA AI-as-a-Service Market by Country, 2022 - 2028, USD Million
  • TABLE 325 LAMEA Service Market by Country, 2018 - 2021, USD Million
  • TABLE 326 LAMEA Service Market by Country, 2022 - 2028, USD Million
  • TABLE 327 LAMEA Artificial Intelligence in Agriculture Market by Country, 2018 - 2021, USD Million
  • TABLE 328 LAMEA Artificial Intelligence in Agriculture Market by Country, 2022 - 2028, USD Million
  • TABLE 329 Brazil Artificial Intelligence in Agriculture Market, 2018 - 2021, USD Million
  • TABLE 330 Brazil Artificial Intelligence in Agriculture Market, 2022 - 2028, USD Million
  • TABLE 331 Brazil Artificial Intelligence in Agriculture Market by Technology, 2018 - 2021, USD Million
  • TABLE 332 Brazil Artificial Intelligence in Agriculture Market by Technology, 2022 - 2028, USD Million
  • TABLE 333 Brazil Artificial Intelligence in Agriculture Market by Application, 2018 - 2021, USD Million
  • TABLE 334 Brazil Artificial Intelligence in Agriculture Market by Application, 2022 - 2028, USD Million
  • TABLE 335 Brazil Artificial Intelligence in Agriculture Market by Offering, 2018 - 2021, USD Million
  • TABLE 336 Brazil Artificial Intelligence in Agriculture Market by Offering, 2022 - 2028, USD Million
  • TABLE 337 Argentina Artificial Intelligence in Agriculture Market, 2018 - 2021, USD Million
  • TABLE 338 Argentina Artificial Intelligence in Agriculture Market, 2022 - 2028, USD Million
  • TABLE 339 Argentina Artificial Intelligence in Agriculture Market by Technology, 2018 - 2021, USD Million
  • TABLE 340 Argentina Artificial Intelligence in Agriculture Market by Technology, 2022 - 2028, USD Million
  • TABLE 341 Argentina Artificial Intelligence in Agriculture Market by Application, 2018 - 2021, USD Million
  • TABLE 342 Argentina Artificial Intelligence in Agriculture Market by Application, 2022 - 2028, USD Million
  • TABLE 343 Argentina Artificial Intelligence in Agriculture Market by Offering, 2018 - 2021, USD Million
  • TABLE 344 Argentina Artificial Intelligence in Agriculture Market by Offering, 2022 - 2028, USD Million
  • TABLE 345 UAE Artificial Intelligence in Agriculture Market, 2018 - 2021, USD Million
  • TABLE 346 UAE Artificial Intelligence in Agriculture Market, 2022 - 2028, USD Million
  • TABLE 347 UAE Artificial Intelligence in Agriculture Market by Technology, 2018 - 2021, USD Million
  • TABLE 348 UAE Artificial Intelligence in Agriculture Market by Technology, 2022 - 2028, USD Million
  • TABLE 349 UAE Artificial Intelligence in Agriculture Market by Application, 2018 - 2021, USD Million
  • TABLE 350 UAE Artificial Intelligence in Agriculture Market by Application, 2022 - 2028, USD Million
  • TABLE 351 UAE Artificial Intelligence in Agriculture Market by Offering, 2018 - 2021, USD Million
  • TABLE 352 UAE Artificial Intelligence in Agriculture Market by Offering, 2022 - 2028, USD Million
  • TABLE 353 Saudi Arabia Artificial Intelligence in Agriculture Market, 2018 - 2021, USD Million
  • TABLE 354 Saudi Arabia Artificial Intelligence in Agriculture Market, 2022 - 2028, USD Million
  • TABLE 355 Saudi Arabia Artificial Intelligence in Agriculture Market by Technology, 2018 - 2021, USD Million
  • TABLE 356 Saudi Arabia Artificial Intelligence in Agriculture Market by Technology, 2022 - 2028, USD Million
  • TABLE 357 Saudi Arabia Artificial Intelligence in Agriculture Market by Application, 2018 - 2021, USD Million
  • TABLE 358 Saudi Arabia Artificial Intelligence in Agriculture Market by Application, 2022 - 2028, USD Million
  • TABLE 359 Saudi Arabia Artificial Intelligence in Agriculture Market by Offering, 2018 - 2021, USD Million
  • TABLE 360 Saudi Arabia Artificial Intelligence in Agriculture Market by Offering, 2022 - 2028, USD Million
  • TABLE 361 South Africa Artificial Intelligence in Agriculture Market, 2018 - 2021, USD Million
  • TABLE 362 South Africa Artificial Intelligence in Agriculture Market, 2022 - 2028, USD Million
  • TABLE 363 South Africa Artificial Intelligence in Agriculture Market by Technology, 2018 - 2021, USD Million
  • TABLE 364 South Africa Artificial Intelligence in Agriculture Market by Technology, 2022 - 2028, USD Million
  • TABLE 365 South Africa Artificial Intelligence in Agriculture Market by Application, 2018 - 2021, USD Million
  • TABLE 366 South Africa Artificial Intelligence in Agriculture Market by Application, 2022 - 2028, USD Million
  • TABLE 367 South Africa Artificial Intelligence in Agriculture Market by Offering, 2018 - 2021, USD Million
  • TABLE 368 South Africa Artificial Intelligence in Agriculture Market by Offering, 2022 - 2028, USD Million
  • TABLE 369 Nigeria Artificial Intelligence in Agriculture Market, 2018 - 2021, USD Million
  • TABLE 370 Nigeria Artificial Intelligence in Agriculture Market, 2022 - 2028, USD Million
  • TABLE 371 Nigeria Artificial Intelligence in Agriculture Market by Technology, 2018 - 2021, USD Million
  • TABLE 372 Nigeria Artificial Intelligence in Agriculture Market by Technology, 2022 - 2028, USD Million
  • TABLE 373 Nigeria Artificial Intelligence in Agriculture Market by Application, 2018 - 2021, USD Million
  • TABLE 374 Nigeria Artificial Intelligence in Agriculture Market by Application, 2022 - 2028, USD Million
  • TABLE 375 Nigeria Artificial Intelligence in Agriculture Market by Offering, 2018 - 2021, USD Million
  • TABLE 376 Nigeria Artificial Intelligence in Agriculture Market by Offering, 2022 - 2028, USD Million
  • TABLE 377 Rest of LAMEA Artificial Intelligence in Agriculture Market, 2018 - 2021, USD Million
  • TABLE 378 Rest of LAMEA Artificial Intelligence in Agriculture Market, 2022 - 2028, USD Million
  • TABLE 379 Rest of LAMEA Artificial Intelligence in Agriculture Market by Technology, 2018 - 2021, USD Million
  • TABLE 380 Rest of LAMEA Artificial Intelligence in Agriculture Market by Technology, 2022 - 2028, USD Million
  • TABLE 381 Rest of LAMEA Artificial Intelligence in Agriculture Market by Application, 2018 - 2021, USD Million
  • TABLE 382 Rest of LAMEA Artificial Intelligence in Agriculture Market by Application, 2022 - 2028, USD Million
  • TABLE 383 Rest of LAMEA Artificial Intelligence in Agriculture Market by Offering, 2018 - 2021, USD Million
  • TABLE 384 Rest of LAMEA Artificial Intelligence in Agriculture Market by Offering, 2022 - 2028, USD Million
  • TABLE 385 Key Information - Deere & Company
  • TABLE 386 Key information - IBM Corporation
  • TABLE 387 key information - Microsoft Corporation
  • TABLE 388 Key Information - Climate LLC
  • TABLE 389 Key Information - Farmers Edge Inc
  • TABLE 390 Key Information - AgEagle Aerial Systems, Inc.
  • TABLE 391 Key Information - Prospera Technologies, Inc.
  • TABLE 392 Key Information - A.A.A Taranis Visual Ltd.
  • TABLE 393 Key Information - CropIn Technology Solutions Private Limited
  • TABLE 394 Key Information - Corteva, Inc.

List of Figures

  • FIG 1 Methodology for the research
  • FIG 2 KBV Cardinal Matrix
  • FIG 3 Market Share Analysis, 2021
  • FIG 4 Key Leading Strategies: Percentage Distribution (2018-2022)
  • FIG 5 Global Artificial Intelligence in Agriculture Market Share by Technology, 2021
  • FIG 6 Global Artificial Intelligence in Agriculture Market Share by Technology, 2028
  • FIG 7 Global Artificial Intelligence in Agriculture Market by Technology, 2018 - 2028, USD Million
  • FIG 8 Global Artificial Intelligence in Agriculture Market Share by Application, 2021
  • FIG 9 Global Artificial Intelligence in Agriculture Market Share by Application, 2028
  • FIG 10 Global Artificial Intelligence in Agriculture Market by Application, 2018 - 2028, USD Million
  • FIG 11 Global Artificial Intelligence in Agriculture Market Share by Offering, 2021
  • FIG 12 Global Artificial Intelligence in Agriculture Market Share by Offering, 2028
  • FIG 13 Global Artificial Intelligence in Agriculture Market by Offering, 2018 - 2028, USD Million
  • FIG 14 Global Artificial Intelligence in Agriculture Market Share by Region, 2021
  • FIG 15 Global Artificial Intelligence in Agriculture Market Share by Region, 2028
  • FIG 16 Global Artificial Intelligence in Agriculture Market by Region, 2018 - 2028, USD Million
  • FIG 17 Recent strategies and developments: Deere & Company
  • FIG 18 Recent strategies and developments: IBM Corporation
  • FIG 19 Swot analysis: IBM Corporation
  • FIG 20 SWOT Analysis: Microsoft Corporation
  • FIG 21 Recent strategies and developments: Farmers Edge Inc
  • FIG 22 Recent strategies and developments: A.A.A Taranis Visual Ltd.