2025-2029年全球農業應用人工智慧市場
市場調查報告書
商品編碼
1792238

2025-2029年全球農業應用人工智慧市場

Global Applied AI in Agriculture Market 2025-2029

出版日期: | 出版商: TechNavio | 英文 249 Pages | 訂單完成後即時交付

價格

預計 2024 年至 2029 年農業應用人工智慧市場規模將達 23.131 億美元,預測期內複合年成長率為 20.4%。

本報告對農業應用人工智慧市場進行了全面的分析,包括市場規模和預測、趨勢、成長動力、挑戰以及涵蓋約 25 家供應商的供應商分析。

該報告對當前市場狀況、最新趨勢和促進因素以及整體市場環境進行了最新的分析。市場受到全球糧食需求增加和提高農業生產力的需求、對永續農業和環境法規的日益重視、勞動力短缺以及營運成本上升的推動。

市場覆蓋
基準年 2025
年底 2029
預測期 2025-2029
成長動力 加速度
同比 18.2%
複合年成長率 20.4%
增量金額 23.131億美元

這項研究客觀地結合了一手和二手訊息,並納入了行業主要參與者的意見。報告包含對主要企業的分析,以及全面的市場規模數據、區域細分和供應商格局。報告包含歷史數據和預測數據。

報告指出,超自動化和完全自主化的加速發展是未來幾年推動農業應用人工智慧市場成長的關鍵因素之一。生成式人工智慧在進階預測分析和農場諮詢方面的廣泛應用,以及人工智慧作為永續性、可追溯性和低碳農業的引擎,將帶來巨大的市場需求。

目錄

第1章執行摘要

  • 市場概覽

第2章 Technavio 分析

  • 價格、生命週期、顧客購買籃、採用率和購買標準的分析
  • 投入與差異化因素的重要性
  • 混亂的根源
  • 促進因素和挑戰的影響

第3章 市場狀況

  • 市場生態系統
  • 市場特徵
  • 價值鏈分析

第4章 市場規模

  • 市場定義
  • 市場區隔分析
  • 2024年市場規模
  • 2024-2029年市場展望

第5章 市場規模表現

  • 2019-2023年全球農業應用人工智慧市場
  • 2019-2023年零件細分市場分析
  • 2019-2023年應用細分分析
  • 2019-2023年技術領域分析
  • 2019-2023年區域細分分析
  • 2019-2023年國家細分分析

第6章五力分析

  • 五力摘要
  • 買方的議價能力
  • 供應商的議價能力
  • 新進入者的威脅
  • 替代品的威脅
  • 競爭威脅
  • 市場狀況

7. 按組件細分的市場

  • 市場區隔
  • 比較:按組件
  • 軟體:市場規模與預測 2024-2029
  • 硬體:市場規模及預測 2024-2029
  • 服務:市場規模與預測 2024-2029
  • 各組件的市場機會

第 8 章按應用分類的市場區隔

  • 市場區隔
  • 比較:按應用
  • 作物監測與健康評估:2024-2029 年市場規模與預測
  • 精密農業:市場規模及預測(2024-2029)
  • 土壤管理與田間測繪:市場規模與預測(2024-2029)
  • 牲畜監測:市場規模及預測(2024-2029)
  • 其他:2024-2029 年市場規模及預測
  • 按應用分類的市場機會

9. 按技術細分的市場

  • 市場區隔
  • 比較:按技術
  • 機器學習與深度學習:2024-2029 年市場規模及預測
  • 電腦視覺:市場規模及預測(2024-2029)
  • 預測分析:市場規模與預測 2024-2029
  • 機器人與自動化:2024-2029 年市場規模與預測
  • NLP:市場規模及預測(2024-2029)
  • 按技術分類的市場機會

第10章 客戶情況

  • 客戶概覽

第11章 地區情勢

  • 區域細分
  • 區域比較
  • 北美:市場規模及預測 2024-2029
  • 歐洲:2024-2029 年市場規模及預測
  • 亞太地區:2024-2029 年市場規模及預測
  • 南美洲:市場規模及預測(2024-2029)
  • 中東和非洲:2024-2029 年市場規模及預測
  • 美國:市場規模與預測 2024-2029
  • 中國:市場規模及預測(2024-2029)
  • 德國:2024-2029年市場規模及預測
  • 印度:市場規模及預測(2024-2029)
  • 加拿大:市場規模及預測(2024-2029)
  • 英國:市場規模及預測 2024-2029
  • 巴西:市場規模及預測(2024-2029)
  • 法國:2024-2029年市場規模及預測
  • 荷蘭:2024-2029 年市場規模及預測
  • 澳洲:市場規模及預測(2024-2029)
  • 各地區市場機會

第 12 章:促進因素、挑戰、機會與限制因素

  • 市場促進因素
  • 市場挑戰
  • 促進因素和挑戰的影響
  • 市場機會與限制

第13章競爭格局

  • 概述
  • 競爭格局
  • 令人困惑的情況
  • 產業風險

第14章 競爭分析

  • 公司簡介
  • 企業排名指數
  • 公司市場定位
  • AAA Taranis Visual Ltd.
  • AgEagle Aerial Systems Inc.
  • Agremo
  • Benson Hill Inc.
  • CropX Technologies Ltd.
  • Deere and Co.
  • Ever.Ag
  • Farmers Edge Inc.
  • Granular Inc.
  • Indigo Ag Inc.
  • International Business Machines Corp.
  • Sentera Inc.
  • The Climate Corp.
  • Trimble Inc.
  • Valmont Industries Inc.

第15章 附錄

Product Code: IRTNTR80878

The applied AI in agriculture market is forecasted to grow by USD 2,313.1 mn during 2024-2029, accelerating at a CAGR of 20.4% during the forecast period. The report on the applied AI in agriculture market provides a holistic analysis, market size and forecast, trends, growth drivers, and challenges, as well as vendor analysis covering around 25 vendors.

The report offers an up-to-date analysis regarding the current market scenario, the latest trends and drivers, and the overall market environment. The market is driven by increasing global food demand and need for enhanced farm productivity, growing emphasis on sustainable agriculture and environmental regulations, and labor shortages and rising operational costs.

Market Scope
Base Year2025
End Year2029
Series Year2025-2029
Growth MomentumAccelerate
YOY 202518.2%
CAGR20.4%
Incremental Value$2,313.1 mn

The study was conducted using an objective combination of primary and secondary information including inputs from key participants in the industry. The report contains a comprehensive market size data, segment with regional analysis and vendor landscape in addition to an analysis of the key companies. Reports have historic and forecast data.

Technavio's applied AI in agriculture market is segmented as below:

By Component

    • Software
    • Hardware
    • Services

By Application

    • Crop monitoring and health assessment
    • Precision farming
    • Soil management and field mapping
    • Livestock monitoring
    • Others

By Technology

    • ML and DL
    • Computer vision
    • Predictive analytics
    • Robotics and automation
    • NLP

By Geographical Landscape

    • North America
    • Europe
    • APAC
    • South America
    • Middle East and Africa

This study identifies the acceleration towards hyper-automation and fully autonomous operations as one of the prime reasons driving the applied AI in agriculture market growth during the next few years. Also, proliferation of generative AI for advanced predictive analytics and farm advisory and AI as engine for sustainability, traceability, and carbon farming will lead to sizable demand in the market.

The report on the applied AI in agriculture market covers the following areas:

    • Applied AI In Agriculture Market sizing
    • Applied AI In Agriculture Market forecast
    • Applied AI In Agriculture Market industry analysis

The robust vendor analysis is designed to help clients improve their market position, and in line with this, this report provides a detailed analysis of several leading applied AI in agriculture market vendors that include A.A.A Taranis Visual Ltd., AeroFarms LLC, AgEagle Aerial Systems Inc., Agremo, Benson Hill Inc., CropX Technologies Ltd., Deere and Co., Ever.Ag, Farmers Edge Inc., Granular Inc., Guangzhou XAG Co. Ltd., Indigo Ag Inc., International Business Machines Corp., Recursion Pharmaceuticals Inc., Sentera Inc., The Climate Corp., Trace Genomics Inc., Trimble Inc., and Valmont Industries Inc.. Also, the applied AI in agriculture market analysis report includes information on upcoming trends and challenges that will influence market growth. This is to help companies strategize and leverage all forthcoming growth opportunities.

The publisher presents a detailed picture of the market by the way of study, synthesis, and summation of data from multiple sources by an analysis of key parameters such as profit, pricing, competition, and promotions. It presents various market facets by identifying the key industry influencers. The data presented is comprehensive, reliable, and a result of extensive primary and secondary research. The market research reports provide a complete competitive landscape and an in-depth vendor selection methodology and analysis using qualitative and quantitative research to forecast accurate market growth.

Table of Contents

1 Executive Summary

  • 1.1 Market overview
    • Executive Summary - Chart on Market Overview
    • Executive Summary - Data Table on Market Overview
    • Executive Summary - Chart on Global Market Characteristics
    • Executive Summary - Chart on Market By Geographical Landscape
    • Executive Summary - Chart on Market Segmentation by Component
    • Executive Summary - Chart on Market Segmentation by Application
    • Executive Summary - Chart on Market Segmentation by Technology
    • Executive Summary - Chart on Incremental Growth
    • Executive Summary - Data Table on Incremental Growth
    • Executive Summary - Chart on Company Market Positioning

2 Technavio Analysis

  • 2.1 Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
    • Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
  • 2.2 Criticality of inputs and Factors of differentiation
    • Overview on criticality of inputs and factors of differentiation
  • 2.3 Factors of disruption
    • Overview on factors of disruption
  • 2.4 Impact of drivers and challenges
    • Impact of drivers and challenges in 2024 and 2029

3 Market Landscape

  • 3.1 Market ecosystem
    • Parent Market
    • Data Table on - Parent Market
  • 3.2 Market characteristics
    • Market characteristics analysis
  • 3.3 Value chain analysis
    • Value chain analysis

4 Market Sizing

  • 4.1 Market definition
    • Offerings of companies included in the market definition
  • 4.2 Market segment analysis
    • Market segments
  • 4.3 Market size 2024
  • 4.4 Market outlook: Forecast for 2024-2029
    • Chart on Global - Market size and forecast 2024-2029 ($ million)
    • Data Table on Global - Market size and forecast 2024-2029 ($ million)
    • Chart on Global Market: Year-over-year growth 2024-2029 (%)
    • Data Table on Global Market: Year-over-year growth 2024-2029 (%)

5 Historic Market Size

  • 5.1 Global Applied AI In Agriculture Market 2019 - 2023
    • Historic Market Size - Data Table on Global Applied AI In Agriculture Market 2019 - 2023 ($ million)
  • 5.2 Component segment analysis 2019 - 2023
    • Historic Market Size - Component Segment 2019 - 2023 ($ million)
  • 5.3 Application segment analysis 2019 - 2023
    • Historic Market Size - Application Segment 2019 - 2023 ($ million)
  • 5.4 Technology segment analysis 2019 - 2023
    • Historic Market Size - Technology Segment 2019 - 2023 ($ million)
  • 5.5 Geography segment analysis 2019 - 2023
    • Historic Market Size - Geography Segment 2019 - 2023 ($ million)
  • 5.6 Country segment analysis 2019 - 2023
    • Historic Market Size - Country Segment 2019 - 2023 ($ million)

6 Five Forces Analysis

  • 6.1 Five forces summary
    • Five forces analysis - Comparison between 2024 and 2029
  • 6.2 Bargaining power of buyers
    • Bargaining power of buyers - Impact of key factors 2024 and 2029
  • 6.3 Bargaining power of suppliers
    • Bargaining power of suppliers - Impact of key factors in 2024 and 2029
  • 6.4 Threat of new entrants
    • Threat of new entrants - Impact of key factors in 2024 and 2029
  • 6.5 Threat of substitutes
    • Threat of substitutes - Impact of key factors in 2024 and 2029
  • 6.6 Threat of rivalry
    • Threat of rivalry - Impact of key factors in 2024 and 2029
  • 6.7 Market condition
    • Chart on Market condition - Five forces 2024 and 2029

7 Market Segmentation by Component

  • 7.1 Market segments
    • Chart on Component - Market share 2024-2029 (%)
    • Data Table on Component - Market share 2024-2029 (%)
  • 7.2 Comparison by Component
    • Chart on Comparison by Component
    • Data Table on Comparison by Component
  • 7.3 Software - Market size and forecast 2024-2029
    • Chart on Software - Market size and forecast 2024-2029 ($ million)
    • Data Table on Software - Market size and forecast 2024-2029 ($ million)
    • Chart on Software - Year-over-year growth 2024-2029 (%)
    • Data Table on Software - Year-over-year growth 2024-2029 (%)
  • 7.4 Hardware - Market size and forecast 2024-2029
    • Chart on Hardware - Market size and forecast 2024-2029 ($ million)
    • Data Table on Hardware - Market size and forecast 2024-2029 ($ million)
    • Chart on Hardware - Year-over-year growth 2024-2029 (%)
    • Data Table on Hardware - Year-over-year growth 2024-2029 (%)
  • 7.5 Services - Market size and forecast 2024-2029
    • Chart on Services - Market size and forecast 2024-2029 ($ million)
    • Data Table on Services - Market size and forecast 2024-2029 ($ million)
    • Chart on Services - Year-over-year growth 2024-2029 (%)
    • Data Table on Services - Year-over-year growth 2024-2029 (%)
  • 7.6 Market opportunity by Component
    • Market opportunity by Component ($ million)
    • Data Table on Market opportunity by Component ($ million)

8 Market Segmentation by Application

  • 8.1 Market segments
    • Chart on Application - Market share 2024-2029 (%)
    • Data Table on Application - Market share 2024-2029 (%)
  • 8.2 Comparison by Application
    • Chart on Comparison by Application
    • Data Table on Comparison by Application
  • 8.3 Crop monitoring and health assessment - Market size and forecast 2024-2029
    • Chart on Crop monitoring and health assessment - Market size and forecast 2024-2029 ($ million)
    • Data Table on Crop monitoring and health assessment - Market size and forecast 2024-2029 ($ million)
    • Chart on Crop monitoring and health assessment - Year-over-year growth 2024-2029 (%)
    • Data Table on Crop monitoring and health assessment - Year-over-year growth 2024-2029 (%)
  • 8.4 Precision farming - Market size and forecast 2024-2029
    • Chart on Precision farming - Market size and forecast 2024-2029 ($ million)
    • Data Table on Precision farming - Market size and forecast 2024-2029 ($ million)
    • Chart on Precision farming - Year-over-year growth 2024-2029 (%)
    • Data Table on Precision farming - Year-over-year growth 2024-2029 (%)
  • 8.5 Soil management and field mapping - Market size and forecast 2024-2029
    • Chart on Soil management and field mapping - Market size and forecast 2024-2029 ($ million)
    • Data Table on Soil management and field mapping - Market size and forecast 2024-2029 ($ million)
    • Chart on Soil management and field mapping - Year-over-year growth 2024-2029 (%)
    • Data Table on Soil management and field mapping - Year-over-year growth 2024-2029 (%)
  • 8.6 Livestock monitoring - Market size and forecast 2024-2029
    • Chart on Livestock monitoring - Market size and forecast 2024-2029 ($ million)
    • Data Table on Livestock monitoring - Market size and forecast 2024-2029 ($ million)
    • Chart on Livestock monitoring - Year-over-year growth 2024-2029 (%)
    • Data Table on Livestock monitoring - Year-over-year growth 2024-2029 (%)
  • 8.7 Others - Market size and forecast 2024-2029
    • Chart on Others - Market size and forecast 2024-2029 ($ million)
    • Data Table on Others - Market size and forecast 2024-2029 ($ million)
    • Chart on Others - Year-over-year growth 2024-2029 (%)
    • Data Table on Others - Year-over-year growth 2024-2029 (%)
  • 8.8 Market opportunity by Application
    • Market opportunity by Application ($ million)
    • Data Table on Market opportunity by Application ($ million)

9 Market Segmentation by Technology

  • 9.1 Market segments
    • Chart on Technology - Market share 2024-2029 (%)
    • Data Table on Technology - Market share 2024-2029 (%)
  • 9.2 Comparison by Technology
    • Chart on Comparison by Technology
    • Data Table on Comparison by Technology
  • 9.3 ML and DL - Market size and forecast 2024-2029
    • Chart on ML and DL - Market size and forecast 2024-2029 ($ million)
    • Data Table on ML and DL - Market size and forecast 2024-2029 ($ million)
    • Chart on ML and DL - Year-over-year growth 2024-2029 (%)
    • Data Table on ML and DL - Year-over-year growth 2024-2029 (%)
  • 9.4 Computer vision - Market size and forecast 2024-2029
    • Chart on Computer vision - Market size and forecast 2024-2029 ($ million)
    • Data Table on Computer vision - Market size and forecast 2024-2029 ($ million)
    • Chart on Computer vision - Year-over-year growth 2024-2029 (%)
    • Data Table on Computer vision - Year-over-year growth 2024-2029 (%)
  • 9.5 Predictive analytics - Market size and forecast 2024-2029
    • Chart on Predictive analytics - Market size and forecast 2024-2029 ($ million)
    • Data Table on Predictive analytics - Market size and forecast 2024-2029 ($ million)
    • Chart on Predictive analytics - Year-over-year growth 2024-2029 (%)
    • Data Table on Predictive analytics - Year-over-year growth 2024-2029 (%)
  • 9.6 Robotics and automation - Market size and forecast 2024-2029
    • Chart on Robotics and automation - Market size and forecast 2024-2029 ($ million)
    • Data Table on Robotics and automation - Market size and forecast 2024-2029 ($ million)
    • Chart on Robotics and automation - Year-over-year growth 2024-2029 (%)
    • Data Table on Robotics and automation - Year-over-year growth 2024-2029 (%)
  • 9.7 NLP - Market size and forecast 2024-2029
    • Chart on NLP - Market size and forecast 2024-2029 ($ million)
    • Data Table on NLP - Market size and forecast 2024-2029 ($ million)
    • Chart on NLP - Year-over-year growth 2024-2029 (%)
    • Data Table on NLP - Year-over-year growth 2024-2029 (%)
  • 9.8 Market opportunity by Technology
    • Market opportunity by Technology ($ million)
    • Data Table on Market opportunity by Technology ($ million)

10 Customer Landscape

  • 10.1 Customer landscape overview
    • Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria

11 Geographic Landscape

  • 11.1 Geographic segmentation
    • Chart on Market share By Geographical Landscape 2024-2029 (%)
    • Data Table on Market share By Geographical Landscape 2024-2029 (%)
  • 11.2 Geographic comparison
    • Chart on Geographic comparison
    • Data Table on Geographic comparison
  • 11.3 North America - Market size and forecast 2024-2029
    • Chart on North America - Market size and forecast 2024-2029 ($ million)
    • Data Table on North America - Market size and forecast 2024-2029 ($ million)
    • Chart on North America - Year-over-year growth 2024-2029 (%)
    • Data Table on North America - Year-over-year growth 2024-2029 (%)
  • 11.4 Europe - Market size and forecast 2024-2029
    • Chart on Europe - Market size and forecast 2024-2029 ($ million)
    • Data Table on Europe - Market size and forecast 2024-2029 ($ million)
    • Chart on Europe - Year-over-year growth 2024-2029 (%)
    • Data Table on Europe - Year-over-year growth 2024-2029 (%)
  • 11.5 APAC - Market size and forecast 2024-2029
    • Chart on APAC - Market size and forecast 2024-2029 ($ million)
    • Data Table on APAC - Market size and forecast 2024-2029 ($ million)
    • Chart on APAC - Year-over-year growth 2024-2029 (%)
    • Data Table on APAC - Year-over-year growth 2024-2029 (%)
  • 11.6 South America - Market size and forecast 2024-2029
    • Chart on South America - Market size and forecast 2024-2029 ($ million)
    • Data Table on South America - Market size and forecast 2024-2029 ($ million)
    • Chart on South America - Year-over-year growth 2024-2029 (%)
    • Data Table on South America - Year-over-year growth 2024-2029 (%)
  • 11.7 Middle East and Africa - Market size and forecast 2024-2029
    • Chart on Middle East and Africa - Market size and forecast 2024-2029 ($ million)
    • Data Table on Middle East and Africa - Market size and forecast 2024-2029 ($ million)
    • Chart on Middle East and Africa - Year-over-year growth 2024-2029 (%)
    • Data Table on Middle East and Africa - Year-over-year growth 2024-2029 (%)
  • 11.8 US - Market size and forecast 2024-2029
    • Chart on US - Market size and forecast 2024-2029 ($ million)
    • Data Table on US - Market size and forecast 2024-2029 ($ million)
    • Chart on US - Year-over-year growth 2024-2029 (%)
    • Data Table on US - Year-over-year growth 2024-2029 (%)
  • 11.9 China - Market size and forecast 2024-2029
    • Chart on China - Market size and forecast 2024-2029 ($ million)
    • Data Table on China - Market size and forecast 2024-2029 ($ million)
    • Chart on China - Year-over-year growth 2024-2029 (%)
    • Data Table on China - Year-over-year growth 2024-2029 (%)
  • 11.10 Germany - Market size and forecast 2024-2029
    • Chart on Germany - Market size and forecast 2024-2029 ($ million)
    • Data Table on Germany - Market size and forecast 2024-2029 ($ million)
    • Chart on Germany - Year-over-year growth 2024-2029 (%)
    • Data Table on Germany - Year-over-year growth 2024-2029 (%)
  • 11.11 India - Market size and forecast 2024-2029
    • Chart on India - Market size and forecast 2024-2029 ($ million)
    • Data Table on India - Market size and forecast 2024-2029 ($ million)
    • Chart on India - Year-over-year growth 2024-2029 (%)
    • Data Table on India - Year-over-year growth 2024-2029 (%)
  • 11.12 Canada - Market size and forecast 2024-2029
    • Chart on Canada - Market size and forecast 2024-2029 ($ million)
    • Data Table on Canada - Market size and forecast 2024-2029 ($ million)
    • Chart on Canada - Year-over-year growth 2024-2029 (%)
    • Data Table on Canada - Year-over-year growth 2024-2029 (%)
  • 11.13 UK - Market size and forecast 2024-2029
    • Chart on UK - Market size and forecast 2024-2029 ($ million)
    • Data Table on UK - Market size and forecast 2024-2029 ($ million)
    • Chart on UK - Year-over-year growth 2024-2029 (%)
    • Data Table on UK - Year-over-year growth 2024-2029 (%)
  • 11.14 Brazil - Market size and forecast 2024-2029
    • Chart on Brazil - Market size and forecast 2024-2029 ($ million)
    • Data Table on Brazil - Market size and forecast 2024-2029 ($ million)
    • Chart on Brazil - Year-over-year growth 2024-2029 (%)
    • Data Table on Brazil - Year-over-year growth 2024-2029 (%)
  • 11.15 France - Market size and forecast 2024-2029
    • Chart on France - Market size and forecast 2024-2029 ($ million)
    • Data Table on France - Market size and forecast 2024-2029 ($ million)
    • Chart on France - Year-over-year growth 2024-2029 (%)
    • Data Table on France - Year-over-year growth 2024-2029 (%)
  • 11.16 The Netherlands - Market size and forecast 2024-2029
    • Chart on The Netherlands - Market size and forecast 2024-2029 ($ million)
    • Data Table on The Netherlands - Market size and forecast 2024-2029 ($ million)
    • Chart on The Netherlands - Year-over-year growth 2024-2029 (%)
    • Data Table on The Netherlands - Year-over-year growth 2024-2029 (%)
  • 11.17 Australia - Market size and forecast 2024-2029
    • Chart on Australia - Market size and forecast 2024-2029 ($ million)
    • Data Table on Australia - Market size and forecast 2024-2029 ($ million)
    • Chart on Australia - Year-over-year growth 2024-2029 (%)
    • Data Table on Australia - Year-over-year growth 2024-2029 (%)
  • 11.18 Market opportunity By Geographical Landscape
    • Market opportunity By Geographical Landscape ($ million)
    • Data Tables on Market opportunity By Geographical Landscape ($ million)

12 Drivers, Challenges, and Opportunity/Restraints

  • 12.1 Market drivers
  • 12.2 Market challenges
  • 12.3 Impact of drivers and challenges
    • Impact of drivers and challenges in 2024 and 2029
  • 12.4 Market opportunities/restraints

13 Competitive Landscape

  • 13.1 Overview
  • 13.2 Competitive Landscape
    • Overview on criticality of inputs and factors of differentiation
  • 13.3 Landscape disruption
    • Overview on factors of disruption
  • 13.4 Industry risks
    • Impact of key risks on business

14 Competitive Analysis

  • 14.1 Companies profiled
    • Companies covered
  • 14.2 Company ranking index
    • Company ranking index
  • 14.3 Market positioning of companies
    • Matrix on companies position and classification
  • 14.4 A.A.A Taranis Visual Ltd.
    • A.A.A Taranis Visual Ltd. - Overview
    • A.A.A Taranis Visual Ltd. - Product / Service
    • A.A.A Taranis Visual Ltd. - Key offerings
    • SWOT
  • 14.5 AgEagle Aerial Systems Inc.
    • AgEagle Aerial Systems Inc. - Overview
    • AgEagle Aerial Systems Inc. - Product / Service
    • AgEagle Aerial Systems Inc. - Key offerings
    • SWOT
  • 14.6 Agremo
    • Agremo - Overview
    • Agremo - Product / Service
    • Agremo - Key offerings
    • SWOT
  • 14.7 Benson Hill Inc.
    • Benson Hill Inc. - Overview
    • Benson Hill Inc. - Product / Service
    • Benson Hill Inc. - Key offerings
    • SWOT
  • 14.8 CropX Technologies Ltd.
    • CropX Technologies Ltd. - Overview
    • CropX Technologies Ltd. - Product / Service
    • CropX Technologies Ltd. - Key offerings
    • SWOT
  • 14.9 Deere and Co.
    • Deere and Co. - Overview
    • Deere and Co. - Business segments
    • Deere and Co. - Key news
    • Deere and Co. - Key offerings
    • Deere and Co. - Segment focus
    • SWOT
  • 14.10 Ever.Ag
    • Ever.Ag - Overview
    • Ever.Ag - Product / Service
    • Ever.Ag - Key offerings
    • SWOT
  • 14.11 Farmers Edge Inc.
    • Farmers Edge Inc. - Overview
    • Farmers Edge Inc. - Product / Service
    • Farmers Edge Inc. - Key offerings
    • SWOT
  • 14.12 Granular Inc.
    • Granular Inc. - Overview
    • Granular Inc. - Product / Service
    • Granular Inc. - Key offerings
    • SWOT
  • 14.13 Indigo Ag Inc.
    • Indigo Ag Inc. - Overview
    • Indigo Ag Inc. - Product / Service
    • Indigo Ag Inc. - Key offerings
    • SWOT
  • 14.14 International Business Machines Corp.
    • International Business Machines Corp. - Overview
    • International Business Machines Corp. - Business segments
    • International Business Machines Corp. - Key news
    • International Business Machines Corp. - Key offerings
    • International Business Machines Corp. - Segment focus
    • SWOT
  • 14.15 Sentera Inc.
    • Sentera Inc. - Overview
    • Sentera Inc. - Product / Service
    • Sentera Inc. - Key offerings
    • SWOT
  • 14.16 The Climate Corp.
    • The Climate Corp. - Overview
    • The Climate Corp. - Product / Service
    • The Climate Corp. - Key offerings
    • SWOT
  • 14.17 Trimble Inc.
    • Trimble Inc. - Overview
    • Trimble Inc. - Business segments
    • Trimble Inc. - Key news
    • Trimble Inc. - Key offerings
    • Trimble Inc. - Segment focus
    • SWOT
  • 14.18 Valmont Industries Inc.
    • Valmont Industries Inc. - Overview
    • Valmont Industries Inc. - Business segments
    • Valmont Industries Inc. - Key offerings
    • Valmont Industries Inc. - Segment focus
    • SWOT

15 Appendix

  • 15.1 Scope of the report
  • 15.2 Inclusions and exclusions checklist
    • Inclusions checklist
    • Exclusions checklist
  • 15.3 Currency conversion rates for US$
    • Currency conversion rates for US$
  • 15.4 Research methodology
    • Research methodology
  • 15.5 Data procurement
    • Information sources
  • 15.6 Data validation
    • Data validation
  • 15.7 Validation techniques employed for market sizing
    • Validation techniques employed for market sizing
  • 15.8 Data synthesis
    • Data synthesis
  • 15.9 360 degree market analysis
    • 360 degree market analysis
  • 15.10 List of abbreviations
    • List of abbreviations

Exhibits:

  • Exhibits1: Executive Summary - Chart on Market Overview
  • Exhibits2: Executive Summary - Data Table on Market Overview
  • Exhibits3: Executive Summary - Chart on Global Market Characteristics
  • Exhibits4: Executive Summary - Chart on Market By Geographical Landscape
  • Exhibits5: Executive Summary - Chart on Market Segmentation by Component
  • Exhibits6: Executive Summary - Chart on Market Segmentation by Application
  • Exhibits7: Executive Summary - Chart on Market Segmentation by Technology
  • Exhibits8: Executive Summary - Chart on Incremental Growth
  • Exhibits9: Executive Summary - Data Table on Incremental Growth
  • Exhibits10: Executive Summary - Chart on Company Market Positioning
  • Exhibits11: Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
  • Exhibits12: Overview on criticality of inputs and factors of differentiation
  • Exhibits13: Overview on factors of disruption
  • Exhibits14: Impact of drivers and challenges in 2024 and 2029
  • Exhibits15: Parent Market
  • Exhibits16: Data Table on - Parent Market
  • Exhibits17: Market characteristics analysis
  • Exhibits18: Value chain analysis
  • Exhibits19: Offerings of companies included in the market definition
  • Exhibits20: Market segments
  • Exhibits21: Chart on Global - Market size and forecast 2024-2029 ($ million)
  • Exhibits22: Data Table on Global - Market size and forecast 2024-2029 ($ million)
  • Exhibits23: Chart on Global Market: Year-over-year growth 2024-2029 (%)
  • Exhibits24: Data Table on Global Market: Year-over-year growth 2024-2029 (%)
  • Exhibits25: Historic Market Size - Data Table on Global Applied AI In Agriculture Market 2019 - 2023 ($ million)
  • Exhibits26: Historic Market Size - Component Segment 2019 - 2023 ($ million)
  • Exhibits27: Historic Market Size - Application Segment 2019 - 2023 ($ million)
  • Exhibits28: Historic Market Size - Technology Segment 2019 - 2023 ($ million)
  • Exhibits29: Historic Market Size - Geography Segment 2019 - 2023 ($ million)
  • Exhibits30: Historic Market Size - Country Segment 2019 - 2023 ($ million)
  • Exhibits31: Five forces analysis - Comparison between 2024 and 2029
  • Exhibits32: Bargaining power of buyers - Impact of key factors 2024 and 2029
  • Exhibits33: Bargaining power of suppliers - Impact of key factors in 2024 and 2029
  • Exhibits34: Threat of new entrants - Impact of key factors in 2024 and 2029
  • Exhibits35: Threat of substitutes - Impact of key factors in 2024 and 2029
  • Exhibits36: Threat of rivalry - Impact of key factors in 2024 and 2029
  • Exhibits37: Chart on Market condition - Five forces 2024 and 2029
  • Exhibits38: Chart on Component - Market share 2024-2029 (%)
  • Exhibits39: Data Table on Component - Market share 2024-2029 (%)
  • Exhibits40: Chart on Comparison by Component
  • Exhibits41: Data Table on Comparison by Component
  • Exhibits42: Chart on Software - Market size and forecast 2024-2029 ($ million)
  • Exhibits43: Data Table on Software - Market size and forecast 2024-2029 ($ million)
  • Exhibits44: Chart on Software - Year-over-year growth 2024-2029 (%)
  • Exhibits45: Data Table on Software - Year-over-year growth 2024-2029 (%)
  • Exhibits46: Chart on Hardware - Market size and forecast 2024-2029 ($ million)
  • Exhibits47: Data Table on Hardware - Market size and forecast 2024-2029 ($ million)
  • Exhibits48: Chart on Hardware - Year-over-year growth 2024-2029 (%)
  • Exhibits49: Data Table on Hardware - Year-over-year growth 2024-2029 (%)
  • Exhibits50: Chart on Services - Market size and forecast 2024-2029 ($ million)
  • Exhibits51: Data Table on Services - Market size and forecast 2024-2029 ($ million)
  • Exhibits52: Chart on Services - Year-over-year growth 2024-2029 (%)
  • Exhibits53: Data Table on Services - Year-over-year growth 2024-2029 (%)
  • Exhibits54: Market opportunity by Component ($ million)
  • Exhibits55: Data Table on Market opportunity by Component ($ million)
  • Exhibits56: Chart on Application - Market share 2024-2029 (%)
  • Exhibits57: Data Table on Application - Market share 2024-2029 (%)
  • Exhibits58: Chart on Comparison by Application
  • Exhibits59: Data Table on Comparison by Application
  • Exhibits60: Chart on Crop monitoring and health assessment - Market size and forecast 2024-2029 ($ million)
  • Exhibits61: Data Table on Crop monitoring and health assessment - Market size and forecast 2024-2029 ($ million)
  • Exhibits62: Chart on Crop monitoring and health assessment - Year-over-year growth 2024-2029 (%)
  • Exhibits63: Data Table on Crop monitoring and health assessment - Year-over-year growth 2024-2029 (%)
  • Exhibits64: Chart on Precision farming - Market size and forecast 2024-2029 ($ million)
  • Exhibits65: Data Table on Precision farming - Market size and forecast 2024-2029 ($ million)
  • Exhibits66: Chart on Precision farming - Year-over-year growth 2024-2029 (%)
  • Exhibits67: Data Table on Precision farming - Year-over-year growth 2024-2029 (%)
  • Exhibits68: Chart on Soil management and field mapping - Market size and forecast 2024-2029 ($ million)
  • Exhibits69: Data Table on Soil management and field mapping - Market size and forecast 2024-2029 ($ million)
  • Exhibits70: Chart on Soil management and field mapping - Year-over-year growth 2024-2029 (%)
  • Exhibits71: Data Table on Soil management and field mapping - Year-over-year growth 2024-2029 (%)
  • Exhibits72: Chart on Livestock monitoring - Market size and forecast 2024-2029 ($ million)
  • Exhibits73: Data Table on Livestock monitoring - Market size and forecast 2024-2029 ($ million)
  • Exhibits74: Chart on Livestock monitoring - Year-over-year growth 2024-2029 (%)
  • Exhibits75: Data Table on Livestock monitoring - Year-over-year growth 2024-2029 (%)
  • Exhibits76: Chart on Others - Market size and forecast 2024-2029 ($ million)
  • Exhibits77: Data Table on Others - Market size and forecast 2024-2029 ($ million)
  • Exhibits78: Chart on Others - Year-over-year growth 2024-2029 (%)
  • Exhibits79: Data Table on Others - Year-over-year growth 2024-2029 (%)
  • Exhibits80: Market opportunity by Application ($ million)
  • Exhibits81: Data Table on Market opportunity by Application ($ million)
  • Exhibits82: Chart on Technology - Market share 2024-2029 (%)
  • Exhibits83: Data Table on Technology - Market share 2024-2029 (%)
  • Exhibits84: Chart on Comparison by Technology
  • Exhibits85: Data Table on Comparison by Technology
  • Exhibits86: Chart on ML and DL - Market size and forecast 2024-2029 ($ million)
  • Exhibits87: Data Table on ML and DL - Market size and forecast 2024-2029 ($ million)
  • Exhibits88: Chart on ML and DL - Year-over-year growth 2024-2029 (%)
  • Exhibits89: Data Table on ML and DL - Year-over-year growth 2024-2029 (%)
  • Exhibits90: Chart on Computer vision - Market size and forecast 2024-2029 ($ million)
  • Exhibits91: Data Table on Computer vision - Market size and forecast 2024-2029 ($ million)
  • Exhibits92: Chart on Computer vision - Year-over-year growth 2024-2029 (%)
  • Exhibits93: Data Table on Computer vision - Year-over-year growth 2024-2029 (%)
  • Exhibits94: Chart on Predictive analytics - Market size and forecast 2024-2029 ($ million)
  • Exhibits95: Data Table on Predictive analytics - Market size and forecast 2024-2029 ($ million)
  • Exhibits96: Chart on Predictive analytics - Year-over-year growth 2024-2029 (%)
  • Exhibits97: Data Table on Predictive analytics - Year-over-year growth 2024-2029 (%)
  • Exhibits98: Chart on Robotics and automation - Market size and forecast 2024-2029 ($ million)
  • Exhibits99: Data Table on Robotics and automation - Market size and forecast 2024-2029 ($ million)
  • Exhibits100: Chart on Robotics and automation - Year-over-year growth 2024-2029 (%)
  • Exhibits101: Data Table on Robotics and automation - Year-over-year growth 2024-2029 (%)
  • Exhibits102: Chart on NLP - Market size and forecast 2024-2029 ($ million)
  • Exhibits103: Data Table on NLP - Market size and forecast 2024-2029 ($ million)
  • Exhibits104: Chart on NLP - Year-over-year growth 2024-2029 (%)
  • Exhibits105: Data Table on NLP - Year-over-year growth 2024-2029 (%)
  • Exhibits106: Market opportunity by Technology ($ million)
  • Exhibits107: Data Table on Market opportunity by Technology ($ million)
  • Exhibits108: Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
  • Exhibits109: Chart on Market share By Geographical Landscape 2024-2029 (%)
  • Exhibits110: Data Table on Market share By Geographical Landscape 2024-2029 (%)
  • Exhibits111: Chart on Geographic comparison
  • Exhibits112: Data Table on Geographic comparison
  • Exhibits113: Chart on North America - Market size and forecast 2024-2029 ($ million)
  • Exhibits114: Data Table on North America - Market size and forecast 2024-2029 ($ million)
  • Exhibits115: Chart on North America - Year-over-year growth 2024-2029 (%)
  • Exhibits116: Data Table on North America - Year-over-year growth 2024-2029 (%)
  • Exhibits117: Chart on Europe - Market size and forecast 2024-2029 ($ million)
  • Exhibits118: Data Table on Europe - Market size and forecast 2024-2029 ($ million)
  • Exhibits119: Chart on Europe - Year-over-year growth 2024-2029 (%)
  • Exhibits120: Data Table on Europe - Year-over-year growth 2024-2029 (%)
  • Exhibits121: Chart on APAC - Market size and forecast 2024-2029 ($ million)
  • Exhibits122: Data Table on APAC - Market size and forecast 2024-2029 ($ million)
  • Exhibits123: Chart on APAC - Year-over-year growth 2024-2029 (%)
  • Exhibits124: Data Table on APAC - Year-over-year growth 2024-2029 (%)
  • Exhibits125: Chart on South America - Market size and forecast 2024-2029 ($ million)
  • Exhibits126: Data Table on South America - Market size and forecast 2024-2029 ($ million)
  • Exhibits127: Chart on South America - Year-over-year growth 2024-2029 (%)
  • Exhibits128: Data Table on South America - Year-over-year growth 2024-2029 (%)
  • Exhibits129: Chart on Middle East and Africa - Market size and forecast 2024-2029 ($ million)
  • Exhibits130: Data Table on Middle East and Africa - Market size and forecast 2024-2029 ($ million)
  • Exhibits131: Chart on Middle East and Africa - Year-over-year growth 2024-2029 (%)
  • Exhibits132: Data Table on Middle East and Africa - Year-over-year growth 2024-2029 (%)
  • Exhibits133: Chart on US - Market size and forecast 2024-2029 ($ million)
  • Exhibits134: Data Table on US - Market size and forecast 2024-2029 ($ million)
  • Exhibits135: Chart on US - Year-over-year growth 2024-2029 (%)
  • Exhibits136: Data Table on US - Year-over-year growth 2024-2029 (%)
  • Exhibits137: Chart on China - Market size and forecast 2024-2029 ($ million)
  • Exhibits138: Data Table on China - Market size and forecast 2024-2029 ($ million)
  • Exhibits139: Chart on China - Year-over-year growth 2024-2029 (%)
  • Exhibits140: Data Table on China - Year-over-year growth 2024-2029 (%)
  • Exhibits141: Chart on Germany - Market size and forecast 2024-2029 ($ million)
  • Exhibits142: Data Table on Germany - Market size and forecast 2024-2029 ($ million)
  • Exhibits143: Chart on Germany - Year-over-year growth 2024-2029 (%)
  • Exhibits144: Data Table on Germany - Year-over-year growth 2024-2029 (%)
  • Exhibits145: Chart on India - Market size and forecast 2024-2029 ($ million)
  • Exhibits146: Data Table on India - Market size and forecast 2024-2029 ($ million)
  • Exhibits147: Chart on India - Year-over-year growth 2024-2029 (%)
  • Exhibits148: Data Table on India - Year-over-year growth 2024-2029 (%)
  • Exhibits149: Chart on Canada - Market size and forecast 2024-2029 ($ million)
  • Exhibits150: Data Table on Canada - Market size and forecast 2024-2029 ($ million)
  • Exhibits151: Chart on Canada - Year-over-year growth 2024-2029 (%)
  • Exhibits152: Data Table on Canada - Year-over-year growth 2024-2029 (%)
  • Exhibits153: Chart on UK - Market size and forecast 2024-2029 ($ million)
  • Exhibits154: Data Table on UK - Market size and forecast 2024-2029 ($ million)
  • Exhibits155: Chart on UK - Year-over-year growth 2024-2029 (%)
  • Exhibits156: Data Table on UK - Year-over-year growth 2024-2029 (%)
  • Exhibits157: Chart on Brazil - Market size and forecast 2024-2029 ($ million)
  • Exhibits158: Data Table on Brazil - Market size and forecast 2024-2029 ($ million)
  • Exhibits159: Chart on Brazil - Year-over-year growth 2024-2029 (%)
  • Exhibits160: Data Table on Brazil - Year-over-year growth 2024-2029 (%)
  • Exhibits161: Chart on France - Market size and forecast 2024-2029 ($ million)
  • Exhibits162: Data Table on France - Market size and forecast 2024-2029 ($ million)
  • Exhibits163: Chart on France - Year-over-year growth 2024-2029 (%)
  • Exhibits164: Data Table on France - Year-over-year growth 2024-2029 (%)
  • Exhibits165: Chart on The Netherlands - Market size and forecast 2024-2029 ($ million)
  • Exhibits166: Data Table on The Netherlands - Market size and forecast 2024-2029 ($ million)
  • Exhibits167: Chart on The Netherlands - Year-over-year growth 2024-2029 (%)
  • Exhibits168: Data Table on The Netherlands - Year-over-year growth 2024-2029 (%)
  • Exhibits169: Chart on Australia - Market size and forecast 2024-2029 ($ million)
  • Exhibits170: Data Table on Australia - Market size and forecast 2024-2029 ($ million)
  • Exhibits171: Chart on Australia - Year-over-year growth 2024-2029 (%)
  • Exhibits172: Data Table on Australia - Year-over-year growth 2024-2029 (%)
  • Exhibits173: Market opportunity By Geographical Landscape ($ million)
  • Exhibits174: Data Tables on Market opportunity By Geographical Landscape ($ million)
  • Exhibits175: Impact of drivers and challenges in 2024 and 2029
  • Exhibits176: Overview on criticality of inputs and factors of differentiation
  • Exhibits177: Overview on factors of disruption
  • Exhibits178: Impact of key risks on business
  • Exhibits179: Companies covered
  • Exhibits180: Company ranking index
  • Exhibits181: Matrix on companies position and classification
  • Exhibits182: A.A.A Taranis Visual Ltd. - Overview
  • Exhibits183: A.A.A Taranis Visual Ltd. - Product / Service
  • Exhibits184: A.A.A Taranis Visual Ltd. - Key offerings
  • Exhibits185: SWOT
  • Exhibits186: AgEagle Aerial Systems Inc. - Overview
  • Exhibits187: AgEagle Aerial Systems Inc. - Product / Service
  • Exhibits188: AgEagle Aerial Systems Inc. - Key offerings
  • Exhibits189: SWOT
  • Exhibits190: Agremo - Overview
  • Exhibits191: Agremo - Product / Service
  • Exhibits192: Agremo - Key offerings
  • Exhibits193: SWOT
  • Exhibits194: Benson Hill Inc. - Overview
  • Exhibits195: Benson Hill Inc. - Product / Service
  • Exhibits196: Benson Hill Inc. - Key offerings
  • Exhibits197: SWOT
  • Exhibits198: CropX Technologies Ltd. - Overview
  • Exhibits199: CropX Technologies Ltd. - Product / Service
  • Exhibits200: CropX Technologies Ltd. - Key offerings
  • Exhibits201: SWOT
  • Exhibits202: Deere and Co. - Overview
  • Exhibits203: Deere and Co. - Business segments
  • Exhibits204: Deere and Co. - Key news
  • Exhibits205: Deere and Co. - Key offerings
  • Exhibits206: Deere and Co. - Segment focus
  • Exhibits207: SWOT
  • Exhibits208: Ever.Ag - Overview
  • Exhibits209: Ever.Ag - Product / Service
  • Exhibits210: Ever.Ag - Key offerings
  • Exhibits211: SWOT
  • Exhibits212: Farmers Edge Inc. - Overview
  • Exhibits213: Farmers Edge Inc. - Product / Service
  • Exhibits214: Farmers Edge Inc. - Key offerings
  • Exhibits215: SWOT
  • Exhibits216: Granular Inc. - Overview
  • Exhibits217: Granular Inc. - Product / Service
  • Exhibits218: Granular Inc. - Key offerings
  • Exhibits219: SWOT
  • Exhibits220: Indigo Ag Inc. - Overview
  • Exhibits221: Indigo Ag Inc. - Product / Service
  • Exhibits222: Indigo Ag Inc. - Key offerings
  • Exhibits223: SWOT
  • Exhibits224: International Business Machines Corp. - Overview
  • Exhibits225: International Business Machines Corp. - Business segments
  • Exhibits226: International Business Machines Corp. - Key news
  • Exhibits227: International Business Machines Corp. - Key offerings
  • Exhibits228: International Business Machines Corp. - Segment focus
  • Exhibits229: SWOT
  • Exhibits230: Sentera Inc. - Overview
  • Exhibits231: Sentera Inc. - Product / Service
  • Exhibits232: Sentera Inc. - Key offerings
  • Exhibits233: SWOT
  • Exhibits234: The Climate Corp. - Overview
  • Exhibits235: The Climate Corp. - Product / Service
  • Exhibits236: The Climate Corp. - Key offerings
  • Exhibits237: SWOT
  • Exhibits238: Trimble Inc. - Overview
  • Exhibits239: Trimble Inc. - Business segments
  • Exhibits240: Trimble Inc. - Key news
  • Exhibits241: Trimble Inc. - Key offerings
  • Exhibits242: Trimble Inc. - Segment focus
  • Exhibits243: SWOT
  • Exhibits244: Valmont Industries Inc. - Overview
  • Exhibits245: Valmont Industries Inc. - Business segments
  • Exhibits246: Valmont Industries Inc. - Key offerings
  • Exhibits247: Valmont Industries Inc. - Segment focus
  • Exhibits248: SWOT
  • Exhibits249: Inclusions checklist
  • Exhibits250: Exclusions checklist
  • Exhibits251: Currency conversion rates for US$
  • Exhibits252: Research methodology
  • Exhibits253: Information sources
  • Exhibits254: Data validation
  • Exhibits255: Validation techniques employed for market sizing
  • Exhibits256: Data synthesis
  • Exhibits257: 360 degree market analysis
  • Exhibits258: List of abbreviations