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農業におけるAI市場：技術別、提供別、用途別、国別、地域別 - 産業分析、市場規模、市場シェア、2024年～2032年の予測

AI in Agriculture Market, By Technology, By Offering, By Application, By Country, and By Region - Industry Analysis, Market Size, Market Share & Forecast from 2024-2032

出版日
ページ情報
英文 322 Pages
納期
2～3営業日
カスタマイズ可能
価格
価格表記: USDを日本円(税抜)に換算
本日の銀行送金レート: 1USD=150.05円
農業におけるAI市場：技術別、提供別、用途別、国別、地域別 - 産業分析、市場規模、市場シェア、2024年～2032年の予測
出版日: 2024年06月04日
発行: AnalystView Market Insights
ページ情報: 英文 322 Pages
納期: 2～3営業日
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  • 概要
  • 図表
  • 目次
概要

レポートハイライト

農業AI市場規模は2023年に17億9,021万米ドルとなり、2024年から2032年にかけて17.10%のCAGRで拡大

農業AI市場-市場力学

無人航空機（UAV）の利用の増加と高度な農業ソリューションの需要が市場の成長を牽引すると予測される

マルチスペクトルセンサー、ハイパースペクトルセンサー、サーマルセンサーなど、さまざまな種類のセンサーを搭載したUAVは、作物の健康状態の監視、病気の特定、植物の成長段階の評価などに役立つ詳細な画像を撮影する上で重要な役割を果たしています。Drone Usage Statisticsによると、農業用ドローンの世界市場は2023年までに3億8,000万米ドルの規模に達すると予測されています。米国国防総省（DoD）の推計によると、現在、国防総省が国内の訓練イベントと海外の有事任務の両方に活用している無人航空機システム（UAS）は11,000機を超えています。世界の人口増加が続く中、食糧安全保障のために農業生産性を高めることが急務となっています。先進的なAIソリューションは、農作業を最適化し、収穫量を増加させる貴重なツールとして登場しました。これらの技術は効率性、生産性、持続可能性の面で大きな利点を提供し、AIを現代農業における変革の力にしています。さらに、持続可能性と資源管理への注目の高まりは、市場に潜在的な成長機会をもたらしています。しかし、必要とされる初期投資が高いことが、市場の成長にとって課題となる可能性があります。

農業AI市場-主要インサイト

当社のリサーチアナリストが共有した分析によると、世界市場は予測期間（2024-2032年）に約17.10％のCAGRで毎年成長すると予測されています。

技術セグメンテーションに基づくと、機械学習は2023年に最大の市場シェアを示すと予測されました。

オファリングセグメンテーションに基づくと、2023年にはソフトウェアが主要タイプでした。

アプリケーション別では、2023年に精密農業が主要タイプでした。

地域別では、北米が2023年に収益でリードしました。

農業AI市場-セグメンテーション分析：

世界の農業AI市場は、技術、提供、用途、地域に基づいて区分されます。

市場は技術によって3つのセクションに分類される：機械学習、コンピュータビジョン、予測分析です。機械学習が最大のシェアを占めています。土壌水分データ、天気予報、作物の必要量を分析することで、機械学習は水の使用量を効果的に最適化し、作物が適切な量の水を正確なタイミングで受け取れるようにします。

同市場は、オファリングに基づき4つのカテゴリーに分類される：ハードウェア、ソフトウェア、AI-as-a-Service、サービスです。ソフトウェア・セグメントが市場を独占しています。農業分野におけるAI市場は、機械学習、データ分析、自動化を統合した高度なソフトウェア・ソリューションによってますます牽引されています。これらのソフトウェア・アプリケーションは、さまざまな農業プロセスを最適化し、効率性、生産性、持続可能性を向上させるように設計されています。

市場はアプリケーションに基づいて5つのカテゴリーに分類される：精密農業、農業ロボット、家畜モニタリング、ドローン分析、労働管理、その他。精密農業が市場を独占精密農業とも呼ばれる精密農業は、AI、機械学習、データ分析を活用して、作物栽培に関する現場レベルの管理を最適化します。

農業AI市場-地理的洞察

地理的には、この市場は北米、ラテンアメリカ、欧州、アジア太平洋、中東アフリカにまたがっています。これらの地域は、事業活動に貢献している国によってさらに区分されます。北米は、精密農業技術への需要の高まりと高度なインフラの存在によって市場をリードしています。この地域は、高速インターネット接続やデジタル農業技術の普及といった強力な技術基盤の恩恵を受けています。農業資源管理調査（ARMS）によると、トウモロコシ畑の72％、小麦畑の70％が精密農業技術を利用しています。精密農業は、英国、米国、デンマーク、英国といった国々で広く利用されており、小麦、大麦、ナタネ、牧草種子、エンドウ豆の約90％をカバーしています。欧州は、IoTの導入が拡大していることが要因で、市場成長の第2位の地域となっています。

農業AI市場-競合情勢：

農業AI市場の競合情勢は激しく、複数の企業が最先端技術を導入し、より大きな市場シェアを確保しようと努力しています。この競争は、農業の生産性、持続可能性、収益性を高めるという目標に後押しされています。AI、機械学習、IoT、センサー技術の継続的な進歩は不可欠です。企業は競争力を維持するため、研究開発に多額の投資を行っています。迅速な技術革新、戦略的協力関係の構築、ユーザーフレンドリーなソリューションの提供が可能な企業が、市場を席巻する構えです。

目次

第1章 農業におけるAI市場概要

  • 調査範囲
  • 市場推定年

第2章 エグゼクティブサマリー

  • 市場内訳
  • 競合考察

第3章 農業におけるAIの主要市場動向

  • 市場促進要因
  • 市場抑制要因
  • 市場機会
  • 市場の将来動向

第4章 農業におけるAI産業調査

  • PEST分析
  • ポーターのファイブフォース分析
  • 成長見通しマッピング
  • 規制枠組み分析

第5章 農業におけるAI市場： COVID-19の影響分析

  • COVID-19以前の影響分析
  • COVID-19後の影響分析

第6章 農業市場情勢

  • 農業におけるAIの市場シェア分析、2023年
  • 主要メーカー別内訳データ
    • 既存企業の分析
    • 新興企業の分析

第7章 農業におけるAI市場：技術別

  • 概要
    • セグメントシェア分析
    • 機械学習
    • コンピュータビジョン
    • 予測分析

第8章 農業におけるAI市場：提供別

  • 概要
    • セグメントシェア分析
    • ハードウェア
    • ソフトウェア
    • AIサービス
    • サービス

第9章 農業におけるAI市場：用途別

  • 概要
    • セグメントシェア分析
    • 精密農業
    • 農業ロボット
    • 家畜監視
    • ドローン分析
    • 労務管理
    • その他

第10章 農業におけるAI市場：地域別

  • イントロダクション
  • 北米
    • 概要
    • 北米の主要メーカー
    • 米国
    • カナダ
  • 欧州
    • 概要
    • 欧州の主要メーカー
    • ドイツ
    • イタリア
    • 英国
    • フランス
    • ロシア
    • オランダ
    • スウェーデン
    • ポーランド
    • その他
  • アジア太平洋（APAC）
    • 概要
    • アジア太平洋地域の主要メーカー
    • インド
    • 中国
    • 日本
    • 韓国
    • オーストラリア
    • タイ
    • インドネシア
    • フィリピン
    • その他
  • ラテンアメリカ
    • 概要
    • ラテンアメリカの主要メーカー
    • ブラジル
    • メキシコ
    • アルゼンチン
    • コロンビア
    • その他
  • 中東およびアフリカ
    • 概要
    • 中東・アフリカの主要メーカー
    • サウジアラビア
    • アラブ首長国連邦
    • イスラエル
    • トルコ
    • アルジェリア
    • エジプト
    • その他

第11章 主要ベンダー分析：農業業界におけるAI

  • 競争ダッシュボード
  • 企業プロファイル
    • Raven Industries Inc.
    • Farmers Edge Inc.
    • Deere &Company
    • AA Taranis Visual Ltd.
    • Gamaya SA
    • AGCO Corporation
    • Bayer AG
    • IBM Corporation
    • Ag Leader Technology
    • Trimble Inc.
    • Others

第12章 アナリストの全方位展望

図表

List of Tables

  • TABLE List of data sources
  • TABLE Market drivers; Impact Analysis
  • TABLE Market restraints; Impact Analysis
  • TABLE AI in Agriculture Market: Technology Snapshot (2023)
  • TABLE Segment Dashboard; Definition and Scope, by Technology
  • TABLE Global AI in Agriculture Market, by Technology 2019-2032 (USD Million)
  • TABLE AI in Agriculture Market: Offering Snapshot (2023)
  • TABLE Segment Dashboard; Definition and Scope, by Offering
  • TABLE Global AI in Agriculture Market, by Offering 2019-2032 (USD Million)
  • TABLE AI in Agriculture Market: Application Snapshot (2023)
  • TABLE Segment Dashboard; Definition and Scope, by Application
  • TABLE Global AI in Agriculture Market, by Application 2019-2032 (USD Million)
  • TABLE AI in Agriculture Market: Regional snapshot (2023)
  • TABLE Segment Dashboard; Definition and Scope, by Region
  • TABLE Global AI in Agriculture Market, by Region 2019-2032 (USD Million)
  • TABLE North America AI in Agriculture Market, by Country, 2019-2032 (USD Million)
  • TABLE North America AI in Agriculture Market, by Technology, 2019-2032 (USD Million)
  • TABLE North America AI in Agriculture Market, by Offering, 2019-2032 (USD Million)
  • TABLE North America AI in Agriculture Market, by Application, 2019-2032 (USD Million)
  • TABLE Europe AI in Agriculture Market, by Country, 2019-2032 (USD Million)
  • TABLE Europe AI in Agriculture Market, by Technology, 2019-2032 (USD Million)
  • TABLE Europe AI in Agriculture Market, by Offering, 2019-2032 (USD Million)
  • TABLE Europe AI in Agriculture Market, by Application, 2019-2032 (USD Million)
  • TABLE Asia Pacific AI in Agriculture Market, by Country, 2019-2032 (USD Million)
  • TABLE Asia Pacific AI in Agriculture Market, by Technology, 2019-2032 (USD Million)
  • TABLE Asia Pacific AI in Agriculture Market, by Offering, 2019-2032 (USD Million)
  • TABLE Asia Pacific AI in Agriculture Market, by Application, 2019-2032 (USD Million)
  • TABLE Latin America AI in Agriculture Market, by Country, 2019-2032 (USD Million)
  • TABLE Latin America AI in Agriculture Market, by Technology, 2019-2032 (USD Million)
  • TABLE Latin America AI in Agriculture Market, by Offering, 2019-2032 (USD Million)
  • TABLE Latin America AI in Agriculture Market, by Application, 2019-2032 (USD Million)
  • TABLE Middle East and Africa AI in Agriculture Market, by Country, 2019-2032 (USD Million)
  • TABLE Middle East and Africa AI in Agriculture Market, by Technology, 2019-2032 (USD Million)
  • TABLE Middle East and Africa AI in Agriculture Market, by Offering, 2019-2032 (USD Million)
  • TABLE Middle East and Africa AI in Agriculture Market, by Application, 2019-2032 (USD Million)

List of Figures

  • FIGURE AI in Agriculture Market Segmentation
  • FIGURE Market research methodology
  • FIGURE Value chain analysis
  • FIGURE Porter's Five Forces Analysis
  • FIGURE Market Attractiveness Analysis
  • FIGURE COVID-19 Impact Analysis
  • FIGURE Pre & Post COVID-19 Impact Comparision Study
  • FIGURE Competitive Landscape; Key company market share analysis, 2023
  • FIGURE Technology segment market share analysis, 2023 & 2032
  • FIGURE Technology segment market size forecast and trend analysis, 2019 to 2032 (USD Million)
  • FIGURE Offering segment market share analysis, 2023 & 2032
  • FIGURE Offering segment market size forecast and trend analysis, 2019 to 2032 (USD Million)
  • FIGURE Application segment market share analysis, 2023 & 2032
  • FIGURE Application segment market size forecast and trend analysis, 2019 to 2032 (USD Million)
  • FIGURE Regional segment market share analysis, 2023 & 2032
  • FIGURE Regional segment market size forecast and trend analysis, 2019 to 2032 (USD Million)
  • FIGURE North America AI in Agriculture Market share and leading players, 2023
  • FIGURE Europe AI in Agriculture Market share and leading players, 2023
  • FIGURE Asia Pacific AI in Agriculture Market share and leading players, 2023
  • FIGURE Latin America AI in Agriculture Market share and leading players, 2023
  • FIGURE Middle East and Africa AI in Agriculture Market share and leading players, 2023
  • FIGURE North America market share analysis by country, 2023
  • FIGURE U.S. AI in Agriculture Market size, forecast and trend analysis, 2019 to 2032 (USD Million)
  • FIGURE Canada AI in Agriculture Market size, forecast and trend analysis, 2019 to 2032 (USD Million)
  • FIGURE Europe AI in Agriculture Market share analysis by country, 2023
  • FIGURE Germany AI in Agriculture Market size, forecast and trend analysis, 2019 to 2032 (USD Million)
  • FIGURE Spain AI in Agriculture Market size, forecast and trend analysis, 2019 to 2032 (USD Million)
  • FIGURE Italy AI in Agriculture Market size, forecast and trend analysis, 2019 to 2032 (USD Million)
  • FIGURE France AI in Agriculture Market size, forecast and trend analysis, 2019 to 2032 (USD Million)
  • FIGURE UK AI in Agriculture Market size, forecast and trend analysis, 2019 to 2032 (USD Million)
  • FIGURE Russia AI in Agriculture Market size, forecast and trend analysis, 2019 to 2032 (USD Million)
  • FIGURE Netherlands AI in Agriculture Market size, forecast and trend analysis, 2019 to 2032 (USD Million)
  • FIGURE Sweden AI in Agriculture Market size, forecast and trend analysis, 2019 to 2032 (USD Million)
  • FIGURE Poland AI in Agriculture Market size, forecast and trend analysis, 2019 to 2032 (USD Million)
  • FIGURE Rest of the Europe AI in Agriculture Market size, forecast and trend analysis, 2019 to 2032 (USD Million)
  • FIGURE Asia Pacific AI in Agriculture Market share analysis by country, 2023
  • FIGURE India AI in Agriculture Market size, forecast and trend analysis, 2019 to 2032 (USD Million)
  • FIGURE China AI in Agriculture Market size, forecast and trend analysis, 2019 to 2032 (USD Million)
  • FIGURE Japan AI in Agriculture Market size, forecast and trend analysis, 2019 to 2032 (USD Million)
  • FIGURE South Korea AI in Agriculture Market size, forecast and trend analysis, 2019 to 2032 (USD Million)
  • FIGURE Australia AI in Agriculture Market size, forecast and trend analysis, 2019 to 2032 (USD Million)
  • FIGURE Thailand AI in Agriculture Market size, forecast and trend analysis, 2019 to 2032 (USD Million)
  • FIGURE Indonesia AI in Agriculture Market size, forecast and trend analysis, 2019 to 2032 (USD Million)
  • FIGURE Philippines AI in Agriculture Market size, forecast and trend analysis, 2019 to 2032 (USD Million)
  • FIGURE Rest of APAC AI in Agriculture Market size, forecast and trend analysis, 2019 to 2032 (USD Million)
  • FIGURE Latin America AI in Agriculture Market size, forecast and trend analysis, 2019 to 2032 (USD Million)
  • FIGURE Latin America AI in Agriculture Market share analysis by country, 2023
  • FIGURE Brazil AI in Agriculture Market size, forecast and trend analysis, 2019 to 2032 (USD Million)
  • FIGURE Mexico AI in Agriculture Market size, forecast and trend analysis, 2019 to 2032 (USD Million)
  • FIGURE Argentina AI in Agriculture Market size, forecast and trend analysis, 2019 to 2032 (USD Million)
  • FIGURE Colombia AI in Agriculture Market size, forecast and trend analysis, 2019 to 2032 (USD Million)
  • FIGURE Rest of LATAM AI in Agriculture Market size, forecast and trend analysis, 2019 to 2032 (USD Million)
  • FIGURE Middle East and Africa AI in Agriculture Market size, forecast and trend analysis, 2019 to 2032 (USD Million)
  • FIGURE Middle East and Africa AI in Agriculture Market share analysis by country, 2023
  • FIGURE Saudi Arabia AI in Agriculture Market size, forecast and trend analysis, 2019 to 2032 (USD Million)
  • FIGURE United Arab Emirates AI in Agriculture Market size, forecast and trend analysis, 2019 to 2032 (USD Million)
  • FIGURE Israel AI in Agriculture Market size, forecast and trend analysis, 2019 to 2032 (USD Million)
  • FIGURE Turkey AI in Agriculture Market size, forecast and trend analysis, 2019 to 2032 (USD Million)
  • FIGURE Algeria AI in Agriculture Market size, forecast and trend analysis, 2019 to 2032 (USD Million)
  • FIGURE Egypt AI in Agriculture Market size, forecast and trend analysis, 2019 to 2032 (USD Million)
  • FIGURE Rest of MEA AI in Agriculture Market size, forecast and trend analysis, 2019 to 2032 (USD Million)
目次
Product Code: ANV3066

REPORT HIGHLIGHT

AI in Agriculture Market size was valued at USD 1,790.21 million in 2023, expanding at a CAGR of 17.10% from 2024 to 2032.

AI is transforming the agricultural industry by improving efficiency, productivity, and sustainability. The sector is progressively embracing AI solutions to improve the quality of crops, control pests, monitor soil and environmental conditions, simplify data management for farmers, reduce their workload, and enhance various agricultural processes throughout the entire food production cycle. The advancements in Agricultural AI have resulted in the creation of applications and tools that assist farmers in implementing accurate and regulated farming practices. These tools provide valuable guidance on water usage, crop rotation, timely harvesting, crop selection, optimal planting methods, pest management, and nutritional control.

AI in Agriculture Market- Market Dynamics

Increased use of unmanned aerial vehicles (UAVs) and Demand For advanced agricultural solutions are expected to drive the growth of the market

UAVs equipped with various types of sensors such as multispectral, hyperspectral, or thermal sensors play a crucial role in capturing detailed images that are instrumental in monitoring the health of crops, identifying diseases, and evaluating the growth stages of plants. According to Drone Usage Statistics, the global market for agricultural drones is projected to reach a value of USD 380 million by 2023. The US Department of Defense (DoD) estimates that there are currently over 11,000 unmanned aerial systems (UAS) being utilized by the Pentagon for both domestic training events and overseas contingency missions. As the global population continues to grow, there is an urgent need to enhance agricultural productivity to ensure food security. Advanced AI solutions have emerged as a valuable tool in optimizing farming practices and increasing yields. These technologies offer significant advantages in terms of efficiency, productivity, and sustainability, making AI a transformative force in modern agriculture. Additionally, the increasing focus on sustainability and resource management presents potential growth opportunities for the market. However, the high initial investment required may pose a challenge to the growth of the market.

AI in Agriculture Market- Key Insights

As per the analysis shared by our research analyst, the global market is estimated to grow annually at a CAGR of around 17.10% over the forecast period (2024-2032)

Based on Technology segmentation, Machine Learning was predicted to show maximum market share in the year 2023

Based on Offering segmentation, Software was the leading type in 2023

Based on Application segmentation, Precision Farming was the leading type in 2023

Based on region, North America was the leading revenue generator in 2023

AI in Agriculture Market- Segmentation Analysis:

The Global AI in Agriculture Market is segmented based on Technology, Offering, Application, and Region.

The market is categorized into three sections according to Technology: Machine Learning, Computer Vision, and Predictive Analytics. Machine Learning holds the largest share of the market. By analyzing soil moisture data, weather forecasts, and crop requirements, machine learning effectively optimizes water usage, ensuring that crops receive the appropriate amount of water at a precise time.

The market is divided into four categories based on Offering: Hardware, Software, AI-as-a-Service, and Service. The software segment dominates the market. The AI in the agriculture market is increasingly driven by advanced software solutions that integrate machine learning, data analytics, and automation. These software applications are designed to optimize various agricultural processes, improving efficiency, productivity, and sustainability.

The market is divided into five categories based on Application: Precision Farming, Agriculture Robots, Livestock Monitoring, Drone Analytics, Labor Management, and Others. Precision Farming dominates the market. Precision farming, also known as precision agriculture, leverages AI, machine learning, and data analytics to optimize field-level management concerning crop farming.

AI in Agriculture Market- Geographical Insights

Geographically, this market spans North America, Latin America, Europe, Asia Pacific, and the Middle East and Africa. These regions are further segmented by countries contributing to business activities. North America leads the market, driven by the increasing demand for precision farming techniques and the presence of advanced infrastructure. The region benefits from a strong technological foundation, such as high-speed internet connectivity and widespread use of digital farming technologies. As per the Agricultural Resource Management Survey (ARMS), 72% of cornfields and 70% of wheat fields utilize precision agriculture technologies. Precision agriculture is extensively used in countries like the United Kingdom, the United States, Denmark, and the United Kingdom, covering around 90% of wheat, barley, oilseed rape, grass seed, and peas. Europe follows as the second largest region for market growth, attributed to the growing adoption of IoT.

AI in Agriculture Market- Competitive Landscape:

The competitive landscape of the AI in agriculture market is intense, as multiple companies strive to introduce cutting-edge technologies and secure a larger market share. The competition is fueled by the goal of enhancing agricultural productivity, sustainability, and profitability. Ongoing advancements in AI, machine learning, IoT, and sensor technologies are essential. Businesses are making significant investments in research and development to maintain a competitive edge. Those companies that can quickly innovate, establish strategic collaborations, and provide user-friendly solutions are poised to dominate the market.

Recent Developments:

AGCO, a renowned company in the agricultural machinery and precision ag technology sector, has recently partnered with BASF Digital Farming, Robert Bosch GmbH, and Raven Industries Inc. The purpose of this collaboration is to conduct a proof of concept (PoC) study. The study aims to assess the effectiveness and efficiency of targeted spraying technology in the application of crop protection products. By reducing crop input costs and promoting farm and sustainability, this technology has the potential to revolutionize the agricultural industry.

SCOPE OF THE REPORT

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

GLOBAL AI IN AGRICULTURE MARKET KEY PLAYERS- DETAILED COMPETITIVE INSIGHTS

Raven Industries Inc.

Farmers Edge Inc.

Deere & Company

A.A Taranis Visual Ltd.

Gamaya SA

AGCO Corporation

Bayer AG

IBM Corporation

Ag Leader Technology

Trimble Inc.

Others

GLOBAL AI IN AGRICULTURE MARKET, BY TECHNOLOGY- MARKET ANALYSIS, 2019 - 2032

  • Machine Learning
  • Computer Vision
  • Predictive Analytics

GLOBAL AI IN AGRICULTURE MARKET, BY OFFERING- MARKET ANALYSIS, 2019 - 2032

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

GLOBAL AI IN AGRICULTURE MARKET, BY APPLICATION- MARKET ANALYSIS, 2019 - 2032

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

GLOBAL AI IN AGRICULTURE MARKET, BY REGION- MARKET ANALYSIS, 2019 - 2032

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

Table of Contents

1. AI in Agriculture Market Overview

  • 1.1. Study Scope
  • 1.2. Market Estimation Years

2. Executive Summary

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

3. AI in Agriculture Key Market Trends

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

4. AI in Agriculture Industry Study

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

5. AI in Agriculture Market: COVID-19 Impact Analysis

  • 5.1. Pre-COVID-19 Impact Analysis
  • 5.2. Post-COVID-19 Impact Analysis
    • 5.2.1. Top Performing Segments
    • 5.2.2. Marginal Growth Segments
    • 5.2.3. Top Looser Segments
    • 5.2.4. Marginal Loss Segments

6. AI in Agriculture Market Landscape

  • 6.1. AI in Agriculture Market Share Analysis, 2023
  • 6.2. Breakdown Data, by Key Manufacturer
    • 6.2.1. Established Players' Analysis
    • 6.2.2. Emerging Players' Analysis

7. AI in Agriculture Market - By Technology

  • 7.1. Overview
    • 7.1.1. Segment Share Analysis, By Technology, 2023 & 2032 (%)
    • 7.1.2. Machine Learning
    • 7.1.3. Computer Vision
    • 7.1.4. Predictive Analytics

8. AI in Agriculture Market - By Offering

  • 8.1. Overview
    • 8.1.1. Segment Share Analysis, By Offering, 2023 & 2032 (%)
    • 8.1.2. Hardware
    • 8.1.3. Software
    • 8.1.4. AI-as-a-Service
    • 8.1.5. Service

9. AI in Agriculture Market - By Application

  • 9.1. Overview
    • 9.1.1. Segment Share Analysis, By Application, 2023 & 2032 (%)
    • 9.1.2. Precision Farming
    • 9.1.3. Agriculture Robots
    • 9.1.4. Livestock Monitoring
    • 9.1.5. Drone Analytics
    • 9.1.6. Labor Management
    • 9.1.7. Others

10. AI in Agriculture Market- By Geography

  • 10.1. Introduction
    • 10.1.1. Segment Share Analysis, By Geography, 2023 & 2032 (%)
  • 10.2. North America
    • 10.2.1. Overview
    • 10.2.2. AI in Agriculture Key Manufacturers in North America
    • 10.2.3. North America Market Size and Forecast, By Country, 2019 - 2032 (US$ Million)
    • 10.2.4. North America Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
    • 10.2.5. North America Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
    • 10.2.6. North America Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
    • 10.2.7. U.S.
      • 10.2.7.1. Overview
      • 10.2.7.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 10.2.7.3. U.S. Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
      • 10.2.7.4. U.S. Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
      • 10.2.7.5. U.S. Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
    • 10.2.8. Canada
      • 10.2.8.1. Overview
      • 10.2.8.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 10.2.8.3. Canada Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
      • 10.2.8.4. Canada Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
      • 10.2.8.5. Canada Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  • 10.3. Europe
    • 10.3.1. Overview
    • 10.3.2. AI in Agriculture Key Manufacturers in Europe
    • 10.3.3. Europe Market Size and Forecast, By Country, 2019 - 2032 (US$ Million)
    • 10.3.4. Europe Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
    • 10.3.5. Europe Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
    • 10.3.6. Europe Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
    • 10.3.7. Germany
      • 10.3.7.1. Overview
      • 10.3.7.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 10.3.7.3. Germany Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
      • 10.3.7.4. Germany Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
      • 10.3.7.5. Germany Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
    • 10.3.8. Italy
      • 10.3.8.1. Overview
      • 10.3.8.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 10.3.8.3. Italy Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
      • 10.3.8.4. Italy Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
      • 10.3.8.5. Italy Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
    • 10.3.9. United Kingdom
      • 10.3.9.1. Overview
      • 10.3.9.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 10.3.9.3. United Kingdom Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
      • 10.3.9.4. United Kingdom Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
      • 10.3.9.5. United Kingdom Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
    • 10.3.10. France
      • 10.3.10.1. Overview
      • 10.3.10.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 10.3.10.3. France Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
      • 10.3.10.4. France Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
      • 10.3.10.5. France Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
    • 10.3.11. Russia
      • 10.3.11.1. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 10.3.11.2. Russia Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
      • 10.3.11.3. Russia Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
      • 10.3.11.4. Russia Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
    • 10.3.12. Netherlands
      • 10.3.12.1. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 10.3.12.2. Netherlands Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
      • 10.3.12.3. Netherlands Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
      • 10.3.12.4. Netherlands Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
    • 10.3.13. Sweden
      • 10.3.13.1. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 10.3.13.2. Sweden Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
      • 10.3.13.3. Sweden Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
      • 10.3.13.4. Sweden Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
    • 10.3.14. Poland
      • 10.3.14.1. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 10.3.14.2. Poland Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
      • 10.3.14.3. Poland Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
      • 10.3.14.4. Poland Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
    • 10.3.15. Rest of Europe
      • 10.3.15.1. Overview
      • 10.3.15.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 10.3.15.3. Rest of the Europe Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
      • 10.3.15.4. Rest of the Europe Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
      • 10.3.15.5. Rest of the Europe Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  • 10.4. Asia Pacific (APAC)
    • 10.4.1. Overview
    • 10.4.2. AI in Agriculture Key Manufacturers in Asia Pacific
    • 10.4.3. Asia Pacific Market Size and Forecast, By Country, 2019 - 2032 (US$ Million)
    • 10.4.4. Asia Pacific Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
    • 10.4.5. Asia Pacific Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
    • 10.4.6. Asia Pacific Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
    • 10.4.7. India
      • 10.4.7.1. Overview
      • 10.4.7.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 10.4.7.3. India Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
      • 10.4.7.4. India Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
      • 10.4.7.5. India Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
    • 10.4.8. China
      • 10.4.8.1. Overview
      • 10.4.8.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 10.4.8.3. China Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
      • 10.4.8.4. China Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
      • 10.4.8.5. China Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
    • 10.4.9. Japan
      • 10.4.9.1. Overview
      • 10.4.9.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 10.4.9.3. Japan Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
      • 10.4.9.4. Japan Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
      • 10.4.9.5. Japan Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
    • 10.4.10. South Korea
      • 10.4.10.1. Overview
      • 10.4.10.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 10.4.10.3. South Korea Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
      • 10.4.10.4. South Korea Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
      • 10.4.10.5. South Korea Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
    • 10.4.11. Australia
      • 10.4.11.1. Overview
      • 10.4.11.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 10.4.11.3. Australia Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
      • 10.4.11.4. Australia Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
      • 10.4.11.5. Australia Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
    • 10.4.12. Thailand
      • 10.4.12.1. Overview
      • 10.4.12.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 10.4.12.3. Thailand Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
      • 10.4.12.4. Thailand Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
      • 10.4.12.5. Thailand Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
    • 10.4.13. Indonesia
      • 10.4.13.1. Overview
      • 10.4.13.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 10.4.13.3. Indonesia Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
      • 10.4.13.4. Indonesia Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
      • 10.4.13.5. Indonesia Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
    • 10.4.14. Philippines
      • 10.4.14.1. Overview
      • 10.4.14.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 10.4.14.3. Philippines Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
      • 10.4.14.4. Philippines Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
      • 10.4.14.5. Philippines Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
    • 10.4.15. Rest of APAC
      • 10.4.15.1. Overview
      • 10.4.15.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 10.4.15.3. Rest of APAC Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
      • 10.4.15.4. Rest of APAC Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
      • 10.4.15.5. Rest of APAC Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  • 10.5. Latin America
    • 10.5.1. Overview
    • 10.5.2. AI in Agriculture Key Manufacturers in Latin America
    • 10.5.3. Latin America Market Size and Forecast, By Country, 2019 - 2032 (US$ Million)
    • 10.5.4. Latin America Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
    • 10.5.5. Latin America Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
    • 10.5.6. Latin America Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
    • 10.5.7. Brazil
      • 10.5.7.1. Overview
      • 10.5.7.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 10.5.7.3. Brazil Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
      • 10.5.7.4. Brazil Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
      • 10.5.7.5. Brazil Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
    • 10.5.8. Mexico
      • 10.5.8.1. Overview
      • 10.5.8.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 10.5.8.3. Mexico Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
      • 10.5.8.4. Mexico Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
      • 10.5.8.5. Mexico Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
    • 10.5.9. Argentina
      • 10.5.9.1. Overview
      • 10.5.9.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 10.5.9.3. Argentina Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
      • 10.5.9.4. Argentina Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
      • 10.5.9.5. Argentina Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
    • 10.5.10. Colombia
      • 10.5.10.1. Overview
      • 10.5.10.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 10.5.10.3. Colombia Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
      • 10.5.10.4. Colombia Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
      • 10.5.10.5. Colombia Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
    • 10.5.11. Rest of LATAM
      • 10.5.11.1. Overview
      • 10.5.11.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 10.5.11.3. Rest of LATAM Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
      • 10.5.11.4. Rest of LATAM Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
      • 10.5.11.5. Rest of LATAM Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  • 10.6. Middle East and Africa
    • 10.6.1. Overview
    • 10.6.2. AI in Agriculture Key Manufacturers in Middle East and Africa
    • 10.6.3. Middle East and Africa Market Size and Forecast, By Country, 2019 - 2032 (US$ Million)
    • 10.6.4. Middle East and Africa Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
    • 10.6.5. Middle East and Africa Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
    • 10.6.6. Middle East and Africa Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
    • 10.6.7. Saudi Arabia
      • 10.6.7.1. Overview
      • 10.6.7.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 10.6.7.3. Saudi Arabia Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
      • 10.6.7.4. Saudi Arabia Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
      • 10.6.7.5. Saudi Arabia Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
    • 10.6.8. United Arab Emirates
      • 10.6.8.1. Overview
      • 10.6.8.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 10.6.8.3. United Arab Emirates Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
      • 10.6.8.4. United Arab Emirates Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
      • 10.6.8.5. United Arab Emirates Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
    • 10.6.9. Israel
      • 10.6.9.1. Overview
      • 10.6.9.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 10.6.9.3. Israel Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
      • 10.6.9.4. Israel Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
      • 10.6.9.5. Israel Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
    • 10.6.10. Turkey
      • 10.6.10.1. Overview
      • 10.6.10.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 10.6.10.3. Turkey Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
      • 10.6.10.4. Turkey Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
      • 10.6.10.5. Turkey Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
    • 10.6.11. Algeria
      • 10.6.11.1. Overview
      • 10.6.11.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 10.6.11.3. Algeria Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
      • 10.6.11.4. Algeria Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
      • 10.6.11.5. Algeria Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
    • 10.6.12. Egypt
      • 10.6.12.1. Overview
      • 10.6.12.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 10.6.12.3. Egypt Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
      • 10.6.12.4. Egypt Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
      • 10.6.12.5. Egypt Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
    • 10.6.13. Rest of MEA
      • 10.6.13.1. Overview
      • 10.6.13.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 10.6.13.3. Rest of MEA Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
      • 10.6.13.4. Rest of MEA Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
      • 10.6.13.5. Rest of MEA Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)

11. Key Vendor Analysis- AI in Agriculture Industry

  • 11.1. Competitive Dashboard
  • 11.2. Company Profiles
    • 11.2.1. Raven Industries Inc.
    • 11.2.2. Farmers Edge Inc.
    • 11.2.3. Deere & Company
    • 11.2.4. A.A Taranis Visual Ltd.
    • 11.2.5. Gamaya SA
    • 11.2.6. AGCO Corporation
    • 11.2.7. Bayer AG
    • 11.2.8. IBM Corporation
    • 11.2.9. Ag Leader Technology
    • 11.2.10. Trimble Inc.
    • 11.2.11. Others

12. 360 Degree Analyst View

13. Appendix

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