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市場調査レポート
商品コード
1792238

農業における応用AIの世界市場 2025-2029

Global Applied AI in Agriculture Market 2025-2029

出版日
発行
TechNavio
ページ情報
英文 249 Pages
納期
即納可能 即納可能とは
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=148.50円
農業における応用AIの世界市場 2025-2029
出版日: 2025年08月12日
発行: TechNavio
ページ情報: 英文 249 Pages
納期: 即納可能 即納可能とは
GIIご利用のメリット
  • 全表示
  • 概要
  • 図表
  • 目次
概要

農業における応用AI市場は2024-2029年に23億1,310万米ドル、予測期間中のCAGRは20.4%で成長すると予測されます。

当レポートでは、農業における応用AI市場の全体的な分析、市場規模・予測、動向、成長促進要因、課題、約25のベンダーを網羅したベンダー分析などを掲載しています。

現在の市場シナリオ、最新動向と促進要因、市場環境全体に関する最新分析を提供しています。市場は、世界の食糧需要の増加と農業生産性向上の必要性、持続可能な農業と環境規制の重視の高まり、労働力不足と運営コストの上昇によって牽引されています。

市場範囲
基準年 2025
終了年 2029
予測期間 2025-2029
成長モメンタム 加速
前年比 18.2%
CAGR 20.4%
増分額 23億1,310万米ドル

本調査は、業界の主要参加者からのインプットを含め、一次情報と二次情報を客観的に組み合わせて実施しました。レポートには、主要企業の分析に加え、包括的な市場規模データ、地域別分析によるセグメント、ベンダー情勢が含まれています。レポートには過去データと予測データがあります。

本調査では、今後数年間の農業における応用AI市場の成長を促進する主な要因の1つとして、超自動化および完全自律運転に向けた加速を挙げています。また、高度な予測分析と農場アドバイザリーのための生成AIの普及と、持続可能性、トレーサビリティ、炭素農業のためのエンジンとしてのAIは、市場の大きな需要につながります。

目次

第1章 エグゼクティブサマリー

  • 市場概要

第2章 Technavio分析

  • 価格・ライフサイクル・顧客購入バスケット・採用率・購入基準の分析
  • インプットの重要性と差別化の要因
  • 混乱の要因
  • 促進要因と課題の影響

第3章 市場情勢

  • 市場エコシステム
  • 市場の特徴
  • バリューチェーン分析

第4章 市場規模

  • 市場の定義
  • 市場セグメント分析
  • 市場規模 2024
  • 市場の見通し 2024-2029

第5章 市場規模実績

  • 農業における応用AIの世界市場 2019-2023
  • 部品セグメント分析 2019-2023
  • 用途別セグメント分析 2019-2023
  • 技術セグメント分析 2019-2023
  • 地域別セグメント分析 2019-2023
  • 国別セグメント分析 2019-2023

第6章 ファイブフォース分析

  • ファイブフォースの要約
  • 買い手の交渉力
  • 供給企業の交渉力
  • 新規参入業者の脅威
  • 代替品の脅威
  • 競争の脅威
  • 市況

第7章 市場セグメンテーション：コンポーネント別

  • 市場セグメント
  • 比較：コンポーネント別
  • ソフトウェア：市場規模と予測 2024-2029
  • ハードウェア：市場規模と予測 2024-2029
  • サービス：市場規模と予測 2024-2029
  • 市場機会：コンポーネント別

第8章 市場セグメンテーション：用途別

  • 市場セグメント
  • 比較：用途別
  • 作物の監視と健康評価：市場規模と予測 2024-2029
  • 精密農業：市場規模と予測 2024-2029
  • 土壌管理と圃場マッピング：市場規模と予測 2024-2029
  • 家畜監視：市場規模と予測 2024-2029
  • その他：市場規模と予測 2024-2029
  • 市場機会：用途別

第9章 市場セグメンテーション：技術別

  • 市場セグメント
  • 比較：技術別
  • MLとDL：市場規模と予測 2024-2029
  • コンピュータービジョン：市場規模と予測 2024-2029
  • 予測分析：市場規模と予測 2024-2029
  • ロボット工学と自動化：市場規模と予測 2024-2029
  • NLP：市場規模と予測 2024-2029
  • 市場機会：技術別

第10章 顧客情勢

  • 顧客情勢の概要

第11章 地域別情勢

  • 地域別セグメンテーション
  • 地域別比較
  • 北米：市場規模と予測 2024-2029
  • 欧州：市場規模と予測 2024-2029
  • アジア太平洋：市場規模と予測 2024-2029
  • 南米：市場規模と予測 2024-2029
  • 中東・アフリカ：市場規模と予測 2024-2029
  • 米国：市場規模と予測 2024-2029
  • 中国：市場規模と予測 2024-2029
  • ドイツ：市場規模と予測 2024-2029
  • インド：市場規模と予測 2024-2029
  • カナダ：市場規模と予測 2024-2029
  • 英国：市場規模と予測 2024-2029
  • ブラジル：市場規模と予測 2024-2029
  • フランス：市場規模と予測 2024-2029
  • オランダ：市場規模と予測 2024-2029
  • オーストラリア：市場規模と予測 2024-2029
  • 市場機会：地域情勢別

第12章 促進要因・課題・機会・抑制要因

  • 市場促進要因
  • 市場の課題
  • 促進要因と課題の影響
  • 市場の機会・抑制要因

第13章 競合情勢

  • 概要
  • 競合情勢
  • 混乱の状況
  • 業界のリスク

第14章 競合分析

  • 企業プロファイル
  • 企業ランキング指数
  • 企業の市場ポジショニング
  • A.A.A 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 付録

図表

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
目次
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