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农业人工智能全球市场规模、份额、行业趋势分析报告，按技术、应用、产品（软件、硬件、人工智能即服务、服务）、区域展望和预测，2022-2028 年
市场调查报告书
商品编码
1261134

农业人工智能全球市场规模、份额、行业趋势分析报告，按技术、应用、产品（软件、硬件、人工智能即服务、服务）、区域展望和预测，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 | 订单完成后即时交付

价格

在预测期内，农业人工智能市场规模预计将以 24.1% 的复合年增长率增长，到 2028 年将达到 49 亿美元。

农业对人工智能的需求源于世界人口的快速增长。 此外，对人工智能、物联网 (IoT) 和大数据驱动的绿色革命的需求将受到耕地稀缺和增加粮食产量以保障粮食安全的需求的推动。 支持人工智能的应用程序为农业部门的多个方面提供了帮助，包括预测和推荐分析、植物病害检测、虫害检测和土壤监测。

除此之外，农业自动化有助于分配水和肥料等资源，选择作物的最佳种植时间，以及识别杂草，增加了对人工智能技术的需求。 它还支持输入过去的长期天气预报、生产数据、商品价格预测、种子信息等，以建议播种多少种子。 由于人工智能应用对农业的诸多好处，一些 IT 巨头和初创企业正在寻求开发支持物联网的设备并大规模实施它们。

COVID-19 影响分析

自 COVID-19 以来，利用遥感和农场作业管理软件技术取得了更多实施进展。 因此，公司已经开始关注无线平台，这些平台可以在作物健康监测、产量监测、灌溉调度、田间测绘和收穫管理等领域做出即时决策。 大流行还使世界各地的人们更加意识到他们所消费食物的质量。 因此，了解收穫的健康状况变得越来越重要。 结果，人工智能技术在农业中的采用猛增，使市场受益。

市场增长因素

物联网接受度的提高推动了市场扩张

大部分需求是由物联网的日益普及所推动的。 移动设备和云计算的使用越来越多，以及它提供的许多好处，例如管理大量结构化和非结构化数据的能力，推动了农业对物联网的需求。。 例如，物联网传感器用于农业，为农民提供有关降雨、土壤养分、作物产量、害虫爆发等的重要信息。 这些数据提供了精确的信息，可用于促进作物生产，并可用于提高农业实践和农业生产水平。 这些因素将支持该地区市场的增长。

扩大机器人在农业中的应用

市场的主要发展是机器人在农业中的使用越来越多。 由于在农业中越来越多地使用技术，农业技术已经变得复杂和现代。 由于世界人口不断增长、农民短缺和农业部门自动化，农业机器人的使用正在全球范围内扩大。 农业综合企业的利益相关者也非常关注通过创新的耕作技术提高生产力和最大限度地减少总体碳足迹。 因此，机器人技术供应商正在提供人工智能支持的服务以在其中工作。

市场约束

农民缺乏技术知识

精准农业是一种需要对技术有深刻理解的农业。 然而，由于缺乏对引进最先进技术的认识，理解和部署精准农业的原则之间存在差距。 世界各国政府和市场参与者正在实施项目，为农民提供精准农业技术培训和咨询服务，但仍有很大一部分农民无法获得。 此外，新兴国家的农民缺乏技术能力，这对市场开拓者构成了重大挑战。

技术展望

基于技术，农业人工智能市场分为机器学习、计算机视觉和预测分析。 到 2021 年，计算机视觉部分在农业人工智能市场中占有相当大的收入份额。 计算机视觉算法在农业应用中的使用越来越多，例如按重量、颜色、大小和成熟度对食物进行分类，以及识别农产品中的缺陷，这些都促成了这种高增长率。

发售展望

农业人工智能市场根据交付形式分为硬件、软件、人工智能即服务和服务。 到 2021 年，硬件行业预计将在农业人工智能市场中占据突出的收入份额。 现代设备结合强大的多核 CPU 来解决并行处理问题。 图形处理器单元 (GPU) 和场处理门阵列是在工作站 (FPGA) 上开发的 AI 系统中使用最广泛、最专业且经常可用的硬件。 图像处理 GPU 是旨在加速多维数据处理的芯片。

应用展望

按应用划分，农业人工智能市场分为精准农业、农业机器人、牲畜监控、无人机分析、劳动力管理等。 无人机分析部分将在 2021 年占据农业人工智能市场的最大收入份额。 这主要是由于无人机开发的风险投资增加，以及对优质粮食作物的需求不断增长，以满足不断增长的全球人口。 商用无人机在精准农业等关键应用中的使用也有所增加。

区域展望

按地区划分，分析了北美、欧洲、亚太地区和 LAMEA 的农业人工智能市场。 2021 年，北美地区以最高收入份额引领农业人工智能市场。 北美大型农业企业已经在采用人工智能技术来显着加快和提高种植和作物管理程序的准确性。 由于对尖端农业解决方案的需求，该地区的农业人工智能市场有望增长。

内容

第一章市场范围与研究方法

  • 市场定义
  • 目的
  • 市场范围
  • 细分
    • 农业市场：全球人工智能领域：按技术分类
    • 农业市场：全球人工智能：按应用分类
    • 农业市场：全球人工智能：按报价
    • 农业市场：全球人工智能：按地区
  • 调查方法

第 2 章市场概述

  • 介绍
    • 概览
      • 市场构成和情景
  • 影响市场的主要因素
    • 市场驱动力
    • 市场製约因素

第 3 章竞争分析 - 世界

  • KBV 基数矩阵
  • 近期的全行业战略发展
    • 伙伴关係、协作和协议
    • 产品发布和产品扩展
    • 收购与合併
    • 地域和业务扩张
  • 2021 年市场份额分析
  • 关键成功策略
    • 主要阅读策略

第 4 章农业市场：全球人工智能市场：按技术分类

  • 全球机器学习市场：按地区
  • 全球计算机视觉市场：按地区
  • 全球预测分析市场：按地区

第 5 章农业市场：全球人工智能市场：按应用

  • 全球无人机分析市场：按地区
  • 全球精准农业市场：按地区
  • 全球农业机器人市场：按地区
  • 全球劳务管理市场：按地区
  • 全球牲畜监测市场，按地区
  • 按地区划分的剩余全球市场

第 6 章农业市场：市场上的全球人工智能：按产品分类

  • 全球软件市场：按地区
  • 全球硬件市场：按地区
  • 全球人工智能即服务市场：按地区
  • 全球服务市场：按地区

第 7 章农业市场：全球人工智能市场：按地区

  • 北美
    • 北美市场：按国家/地区分类
      • 美国
      • 加拿大
      • 墨西哥
      • 其他北美地区
  • 欧洲
    • 欧洲市场：按国家/地区分类
      • 德国
      • 英国
      • 法国
      • 俄罗斯
      • 西班牙
      • 意大利
      • 其他欧洲地区
  • 亚太地区
    • 亚太市场：按国家/地区分类
      • 中国
      • 日本
      • 印度
      • 韩国
      • 新加坡
      • 马来西亚
      • 其他亚太地区
  • 拉丁美洲/中东/非洲
    • 按国家/地区划分的拉丁美洲/中东/非洲市场
      • 巴西
      • 阿根廷
      • 阿拉伯联合酋长国
      • 沙特阿拉伯
      • 南非
      • 尼日利亚
      • 其他拉丁美洲/中东/非洲地区

第八章公司简介

  • 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.