查看購物車
  • Simplified Chinese
  • English
  • Japanese
封面
市場調查報告書
商品編碼
1863384

農業技術即服務 (TaaS) 市場按服務類型、應用、經營模式、最終用戶、作物類型和農場規模分類 - 全球預測 2025-2032 年

Agriculture Technology-as-a-Service Market by Service Type, Application, Business Model, End User, Crop Type, Farm Size - Global Forecast 2025-2032
出版日期: | 出版商: 360iResearch | 英文 189 Pages | 商品交期: 最快1-2個工作天內

價格

※ 本網頁內容可能與最新版本有所差異。詳細情況請與我們聯繫。

預計到 2032 年，農業技術即服務 (TaaS) 市場將成長至 45.5 億美元，複合年成長率為 12.90%。

關鍵市場統計數據
基準年 2024 17.2億美元
預計年份：2025年 19.4億美元
預測年份 2032 45.5億美元
複合年成長率 (%) 12.90%

本書以簡潔而前瞻性的視角，探討了數位平台和服務模式如何重塑整個農業價值鏈的農場運作和商業性互動。

農業技術即服務 (Agriculture Technology-as-a-Service) 代表數位平台、感測器網路和以結果為導向的商業模式的融合，它們共同重塑著不同類型農場和供應鏈的生產決策方式。這種新型服務模式正從一次性設備銷售轉向持續的、軟體驅動的模式，將數據分析和設備監控與可衡量的農藝成果聯繫起來。這種轉變的驅動力源自於應對氣候變遷和勞動力短缺帶來的效率、可追溯性和韌性需求。

在農業生產中，相關人員越來越需要可操作的洞察，而非原始數據。整合合規、財務、庫存和勞動力管理的農場管理軟體正成為將洞察轉化為實際行動的基礎，而精密農業服務和遙感探測技術則能夠實現有針對性的干涉，從而減少投入浪費並提高產量穩定性。隨著這些技術的成熟，將商業性激勵與農民經營模式掛鉤的商業獎勵（例如按使用收費和基於績效的合約）正變得越來越普遍，從而催生了技術提供者、投入品供應商和農業相關企業之間新的夥伴關係模式。

對於決策者而言，這種不斷變化的環境要求在技術採納、供應商選擇和營運變革管理之間取得務實的平衡。了解服務類型、應用、經營模式、最終用戶、作物類型和農場規模之間的相互作用，對於設計擴充性的產品和服務至關重要，這些產品和服務能夠帶來可衡量的回報，並在多個作物週期內持續獲得採用。

農業綜合企業中技術、分析和商業性轉型的整合將加速技術應用並重塑價值創造。

農業技術生態系統正經歷一場變革，這場變革由三大相互依存的力量驅動：感測器和連接平台的成熟、先進分析和人工智慧的普及，以及重新分配風險和收益的靈活商業模式的出現。設備和衛星技術的普及顯著提高了田間資料的品質和精細度，從而實現了近乎即時的決策支援和更精準的處方箋。

同時，分析方法已從說明儀錶板發展為預測性和指導性模型，能夠預測壓力因素並建議介入措施。這種轉變減少了對人工實地考察的依賴，並實現了灌溉、養分輸送和病蟲害防治系統的自動化控制。結果是，隨著數據驅動的洞察被融入日常營運和長期規劃，農藝工作流程正在被重新定義。

經營模式也在改變。訂閱和付費使用制模式降低了小型企業的准入門檻，而按績效付費合約則將供應商的獎勵與農場績效掛鉤，從而促進技術提供者和種植者之間更深入的合作。這些結構性變化為規模化發展開闢了新的途徑，並強調了清晰的績效指標、強大的數據管治和互通性的重要性，以確保技術投資能夠轉化為農藝和經濟效益。

對近期美國關稅措施對農業技術即服務 (TaaS) 提供者的供應鏈韌性、成本結構和商業策略的影響進行實際評估

美國近期關稅政策的變化和貿易政策調整為農業技術供應鏈帶來了巨大摩擦，影響了設備採購、零件供應和跨境服務交付。對進口感測器、專用電子產品和某些通訊設備徵收的關稅增加了到岸成本，延長了採購前置作業時間，促使技術供應商重新評估籌資策略和利潤率結構。

為此，許多供應商正採取近岸外包和供應商多元化策略，以降低關稅風險並加快交貨速度。雖然這種營運模式的轉變通常需要增加前期投資，但也為生產者提供了一條實現更可預測服務水準的途徑。對於依賴軟硬體整合的解決方案而言，硬體成本的上漲壓力可能會影響各種經營模式的定價結構。訂閱和計量收費服務可以透過長期收入流來分攤部分成本。

服務供應商也強調軟體定義解決方案的價值，這些方案透過增強分析、遠端監控和諮詢功能來降低不斷上漲的硬體成本，而這些功能並不直接依賴實體設備的更新週期。關稅的累積影響進一步凸顯了模組化系統結構、標準化介面和本地合作夥伴網路在貿易保護主義環境下維持服務可負擔性和連續性的戰略重要性。

一種基於精細細分的觀點服務類型、應用、經營模式、最終用戶、作物類型和農場規模等動態因素與可操作的打入市場策略聯繫起來。

細分市場分析揭示了不同服務類型、應用、經營模式、最終用戶、作物類型和農場規模所帶來的獨特機會和風險，從而指明了投資和商業化工作的重點方向。按服務類型分析，資料分析服務涵蓋說明分析、預測性分析和指示性分析，並作為認知層，將遙測資料轉化為營運決策。農場管理軟體服務整合了合規管理、財務管理、庫存管理和勞動力管理，為現代營運提供了交易和管理基礎。物聯網設備監控服務、精密農業服務和遙感探測服務完善了服務體系，並決定了輸入資料的準確性和及時性。

應用細分進一步明確了用例和採用路徑。作物監測可藉助無人機影像、地面感測器和衛星影像，不同的解析度和重訪頻率適用於不同的作物和作業規模。灌溉管理、畜牧管理、病蟲害防治和供應鏈管理各自需要不同的資料流和使用者介面，這些都會影響產品設計和支援模式。經營模式細分突顯了供應商和客戶可選擇的商業性模式：按績效付費合約根據農藝績效設定獎勵；付費使用制降低了一次性服務的門檻；訂閱模式則支持對軟體和分析工具的持續存取。

終端用戶細分（相關企業、合作社、政府機構和種植者）揭示了採購週期、合規要求和支付意願的差異。作物類型細分（包括園藝作物、果園作物、田間作物和特種作物）會影響感知粒度和介入頻率。農場規模細分（包括大型、中型、微型和小型農場）表明，擴充性不僅取決於技術，還取決於價格彈性、支援能力和本地化分銷模式。採用這些細分觀點，供應商可以優先考慮與不同客戶類型和營運實際情況相符的產品功能、通路策略和夥伴關係模式。

對農業服務採納​​和擴大策略的影響進行詳細的比較評估，考慮不同地區的法規環境、農場結構和夥伴關係生態系統的差異。

區域特徵既影響技術即服務 (TaaS) 的普及速度，也影響其成功實施所需的夥伴關係模式。在美洲，創新叢集以及大型商業農場和垂直整合農業公司的組合，為先進精密農業的推廣應用創造了沃土。同時，在某些地區，合作社和生產者尋求模組化、經濟高效且與其現有設施規模相容的服務。跨境貿易關係和國內政策獎勵也進一步影響採購時間表和通路策略。

歐洲、中東和非洲地區（EMEA）的農業市場格局複雜，由於監管複雜性、農場集中度以及資金籌措管道不均等因素，其採用模式也各不相同。在該地區，農場管理軟體的合規管理和可追溯性功能通常是關鍵的賣點，而公私合營在試點先導計畫的推廣中發揮著至關重要的作用。在部分地區，以小農戶為主的市場需要高度本地化的服務模式，優先考慮價格可負擔性和培訓。

亞太地區的部署環境多種多樣，涵蓋高密度、高價值的園藝和果園作業，以及大規模管理的農田作物種植。行動優先的介面、低功耗廣域通訊和本地夥伴關係是關鍵的成功因素。在所有地區，互通性、本地支援網路和兼顧文化差異的市場推廣策略將決定推廣速度和永續性，這也凸顯了針對特定區域的產品組合和商業環境的必要性。

策略競爭格局概述：重點闡述平台整合、夥伴關係和靈活的商業結構如何影響供應商差異化和買方選擇。

農業技術即服務 (TaaS)（AgTech-as-a-Service）領域的主要企業透過平台深度、整合能力和通路夥伴關係關係脫穎而出，從而覆蓋多元化的終端用戶群。那些將強大的數據分析技術堆疊、模組化設備整合和全面的農場管理軟體相結合的公司，往往能夠提供更具吸引力的價值提案，尤其是在它們提供的解決方案能夠在同一工作流程中解決合規性、財務管理、庫存管理和勞動力協調等問題時。

策略夥伴關係對於獲得市場認可至關重要。與農業機械製造商、投入品供應商、合作社和分銷夥伴的合作可以加快田間推廣，並建立本地信任。對開發者生態系統和開放API的投資可以減少整合摩擦，促進第三方創新，從而拓寬單一平台支援的應用範圍。此外，提供彈性商業條款（例如按績效付費合約和付費使用制）的公司，通常更容易獲得風險規避型種植戶的青睞。

競爭優勢也體現在諮詢服務中蘊含的專業知識、遙感探測和感測器融合的質量，以及在多個作物週期中展現穩定營運成果的能力。對於買家而言，供應商的成熟度、本地支援和資料管治實踐是評估長期技術夥伴關係夥伴的關鍵標準。

為加快推廣應用、降低營運風險並建構符合生產者成果和當地實際情況的商業結構，供應商應採取切實可行的、優先考慮的行動。

產業領導者應優先投資那些能夠加快產品實現實際價值並降低新手種植者進入門檻的項目。產品藍圖應與高價值應用保持一致，這些應用能夠在單一種植季內展現出可衡量的營運效益，例如灌溉管理和病蟲害防治。透過利用預測分析和處方箋建議，將被動式儀錶板轉化為可操作的建議，並將洞察融入日常營運，從而提高產品採用率。

同時，硬體採購多元化和模組化架構的採用應能降低關稅引發的成本飆升和零件短缺風險。加強區域合作夥伴網路並投資本地技術支援將提高服務可靠性，並縮短現場問題解決時間。嘗試採用混合商業模式，例如針對大型企業提供訂閱收入和按績效付費合約相結合的模式，以及針對小型農戶和季節性服務計量收費選項，應能在不影響單位經濟效益的前提下擴大市場規模。

最後，制定正式的數據管治和互通性標準將有助於相關人員之間安全地共用數據，同時保護客戶隱私。清晰的衡量框架和試點成功標準將有助於將初步採用轉化為可擴展的項目，並在生產者、相關企業和機構買家之間建立信任。隨著技術即服務市場的成熟，這些共同努力將使領導企業獲得永續的價值。

透過透明且檢驗的調查方法，結合與關鍵相關利益者的對話、現場觀察和多方面的檢驗，產生可操作的策略見解。

本研究整合了一手和二手研究資料以及結構化分析，旨在為策略決策者提供切實可行的洞見。一手資料包括對各類相關人員的深度訪談，涵蓋技術提供者、相關企業領導者、合作社管理者和生產者，並輔以實地考察和產品演示，觀察系統在實際運作環境中的表現。這些工作旨在了解實際應用中限制技術採納、維護和農民決策的因素。

二次分析納入了同行評審的農業和工程文獻、開放原始碼技術規範、貿易和政策文件以及供應商技術簡報，以繪製技術能力圖譜並檢驗觀察到的趨勢。調查方法強調三角驗證，以確保研究結果的可靠性：將定性說明與運作案例和供應商藍圖進行交叉比對，並透過多次獨立訪談檢驗模式，以減少單一資訊來源偏差。

本研究採用的分析架構包括細分市場映射、價值鏈分析以及基於情境的供應鏈脆弱性評估。研究過程中始終遵循倫理原則，例如資料隱私、訪談知情同意以及對研究限制的透明度。調查方法著重於可操作的洞見而非推測性預測，使讀者能夠自信地將研究結果轉化為營運和商業策略。

策略意義的簡要總結突顯了實踐創新、業務連續性和夥伴關係模式相互整合以推動持續應用的領域。

農業技術即服務（AgTech-as-a-Service）領域正處於關鍵轉折點，技術成熟度、商業模式的轉變以及政策趨勢的演變交織在一起，既創造了永續的機遇，也帶來了新的營運風險。能夠有效整合高品質資料收集、先進分析技術和實用商業模式的供應商，將更有利於將創新轉化為持續的應用。同時，那些低估本地服務能力、資料管治和互通架構重要性的供應商，可能難以將業務規模擴展到先導計畫之外。

對買家而言，實現價值需要明確的成功標準、願意進行迭代式試點項目，以及傾向於能夠與現有設備和工作流程整合的模組化解決方案。本地化策略和靈活的商業條款對於涵蓋從大型商業農場到小型農戶等各類終端用戶至關重要。在採購過程中注重韌性和軟體主導的價值，可以降低因關稅上漲和供應鏈壓力增加而導致的硬體成本波動風險。

最終，市場會青睞那些優先考慮資源效率、合規性和營運可預測性方面可衡量改進的實用創新解決方案。那些將這些優先事項內化並在整個價值鏈上合作的公司和買家，將獲得巨大的成長機會，並對農業生產力和永續性深遠的影響。

目錄

第1章：序言

第2章調查方法

第3章執行摘要

第4章 市場概覽

第5章 市場洞察

  • 將人工智慧驅動的病蟲害檢測系統整合到作物病害預防管理中
  • 在都市區中推廣採用物聯網賦能的氣候控制的模組化垂直農業解決方案
  • 推出以訂閱為基礎的精準灌溉平台，可最佳化用水量
  • 利用區塊鏈追蹤網路連結從農場到消費者的供應鏈
  • 擴大自主無人機機隊規模，以提供頻譜成像和噴灑服務
  • 推出利用感測器網路和數據分析的土壤健康監測訂閱服務
  • 利用機器學習開發用於產量預測的農藝洞察平台
  • 與農業技術SaaS供應商和金融機構合作開發的作物融資工具

第6章：美國關稅的累積影響，2025年

第7章：人工智慧的累積影響，2025年

8. 按服務類型分類的農業技術即服務 (TaaS) 市場

  • 數據分析服務
    • 說明分析
    • 預測分析
    • 預測分析
  • 農場管理軟體服務
    • 合規管理
    • 財務管理
    • 庫存管理
    • 勞動力管理
  • 物聯網設備監控服務
  • 精密農業服務
  • 遙感探測服務

第9章 農業技術即服務 (TaaS) 市場：依應用領域分類

  • 作物監測
    • 無人機影像擷取
    • 地面感測器
    • 衛星影像
  • 灌溉管理
  • 畜牧管理
  • 害蟲防治
  • 供應鏈管理

第10章 依經營模式分類的農業技術即服務（TaaS）市場

  • 結果導向
  • 付費使用制
  • 訂閱

第11章 按最終用戶分類的農業技術即服務 (TaaS) 市場

  • 農業相關企業
  • 合作社
  • 政府機構
  • 製片人

12. 依作物類型分類的農業技術即服務市場

  • 園藝
  • 果園
  • 田間作物
  • 特色作物

第13章 按農場規模分類的農業技術即服務 (TaaS) 市場

  • 大型農場
  • 中型農場
  • 小農場
  • 小農場

第14章 農業技術即服務 (TaaS) 市場：按地區分類

  • 美洲
    • 北美洲
    • 拉丁美洲
  • 歐洲、中東和非洲
    • 歐洲
    • 中東
    • 非洲
  • 亞太地區

第15章 按群體分類的農業技術即服務 (TaaS) 市場

  • ASEAN
  • GCC
  • EU
  • BRICS
  • G7
  • NATO

第16章 各國農業技術即服務（TaaS）市場

  • 美國
  • 加拿大
  • 墨西哥
  • 巴西
  • 英國
  • 德國
  • 法國
  • 俄羅斯
  • 義大利
  • 西班牙
  • 中國
  • 印度
  • 日本
  • 澳洲
  • 韓國

第17章 競爭格局

  • 2024年市佔率分析
  • FPNV定位矩陣，2024
  • 競爭分析
    • Deere & Company
    • Trimble Inc.
    • AGCO Corporation
    • CNH Industrial NV
    • Topcon Positioning Systems, Inc.
    • Hexagon AB
    • Farmers Edge Inc.
    • The Climate Corporation
    • Corteva Agriscience, LLC
    • Granular, Inc.
Product Code: MRR-2E76C3E47FCB

The Agriculture Technology-as-a-Service Market is projected to grow by USD 4.55 billion at a CAGR of 12.90% by 2032.

KEY MARKET STATISTICS
Base Year [2024] USD 1.72 billion
Estimated Year [2025] USD 1.94 billion
Forecast Year [2032] USD 4.55 billion
CAGR (%) 12.90%

A concise and forward-looking orientation to how digital platforms and service models are redefining farm operations and commercial engagement across agricultural value chains

Agriculture Technology-as-a-Service represents a convergence of digital platforms, sensor networks, and outcome-driven commercial models that together are reshaping how production decisions are made across farm types and supply chains. New service layers are moving beyond single-point equipment sales toward recurring, software-enabled engagements that tie data analytics and device monitoring to measurable agronomic outcomes. This shift is driven by the need for efficiency, traceability, and resilience in the face of climate variability and labor constraints.

Across operations, stakeholders increasingly demand actionable intelligence rather than raw telemetry. Farm management software that integrates compliance, financials, inventory, and workforce management is becoming the backbone for operationalizing insights. Meanwhile, precision farming services and remote sensing enable targeted interventions that reduce input waste and improve yield consistency. As these capabilities mature, business models that align commercial incentives with producer outcomes-such as pay-per-use and outcome-based arrangements-are gaining traction and inviting new partnership structures between technology providers, input suppliers, and agribusinesses.

For decision-makers, the unfolding landscape requires a pragmatic balance of technology adoption, vendor selection, and operational change management. Understanding how service types, applications, business models, end users, crop types, and farm sizes interact is essential for designing scalable offerings that deliver measurable returns and sustain adoption over multiple cropping cycles.

An analysis of converging technological, analytical, and commercial shifts that are accelerating adoption and reshaping value creation across agricultural businesses

The agricultural technology ecosystem is undergoing transformative shifts driven by three interdependent forces: the maturation of sensor and connectivity platforms, the proliferation of advanced analytics and AI, and the emergence of flexible commercial models that redistribute risk and reward. As devices and satellite capabilities become more accessible, the quality and granularity of field-level data have markedly improved, enabling near-real-time decision support and finer-grained prescriptions.

Concurrently, analytics capabilities have evolved from descriptive dashboards to predictive and prescriptive models that anticipate stressors and recommend interventions. This shift reduces reliance on manual scouting and enables automated control of irrigation, nutrient delivery, and pest mitigation systems. The result is a redefinition of agronomic workflows where data-driven insights are embedded in daily operational routines and long-term planning.

Business models are also shifting. Subscription and pay-per-use frameworks lower adoption barriers for smaller operators, while outcome-based contracts align vendor incentives with farm performance, encouraging deeper collaboration between technology providers and growers. These structural changes are creating new routes to scale, but they also elevate the importance of clear performance metrics, robust data governance, and interoperability to ensure that technology investments translate into agronomic and financial benefits.

A practical assessment of how recent United States tariff measures are influencing supply chain resilience, cost structures, and commercial strategies for agtech service providers

Recent tariff developments and trade policy adjustments in the United States have introduced practical frictions across agricultural technology supply chains that affect device sourcing, component availability, and cross-border service delivery. Tariffs on imported sensors, specialized electronics, and certain communication hardware can increase landed costs and extend procurement lead times, prompting technology providers to reassess sourcing strategies and margin structures.

In response, many vendors are adopting nearshoring and diversified supplier strategies to reduce exposure to tariff risk and to shorten delivery cycles. This operational pivot often involves higher upfront investment in inventory management and supply chain resilience, but it also offers a pathway to more predictable service levels for growers. For solutions that depend on integrated hardware and software, increased hardware cost pressures can influence pricing structures across business models, with subscription and pay-per-use offerings absorbing some cost through longer-term revenue streams.

Service providers are also emphasizing software-defined value to mitigate hardware cost inflation by enhancing analytics, remote monitoring, and advisory capabilities that do not depend directly on physical device refresh cycles. The cumulative effect of tariffs reinforces the strategic importance of modular system architectures, standardized interfaces, and local partner networks to preserve affordability and continuity of service delivery in a more protectionist trade environment.

A granular segmentation-driven perspective that aligns service types, applications, business models, end users, crop typologies, and farm size dynamics to actionable go-to-market choices

Segmentation analysis reveals nuanced opportunity and risk profiles across service types, applications, business models, end users, crop types, and farm sizes, informing where investment and commercialization efforts should focus. When analyzed by service type, Data Analytics Services encompass Descriptive, Predictive, and Prescriptive Analytics and serve as the cognitive layer that turns telemetry into operational decisions. Farm Management Software Services integrate Compliance Management, Financial Management, Inventory Management, and Workforce Management, providing the transactional and administrative backbone for modern operations. IoT Device Monitoring Services, Precision Farming Services, and Remote Sensing Services complete the service stack and determine the fidelity and timeliness of input data.

Application segmentation further clarifies use cases and adoption pathways. Crop Monitoring is supported by drone imaging, ground sensors, and satellite imaging, enabling varying resolutions and revisit frequencies that suit different crop and operation scales. Irrigation Management, Livestock Management, Pest Management, and Supply Chain Management each require distinct data flows and user interfaces, which affect product design and support models. Business model segmentation highlights the commercial choices available to providers and customers alike: Outcome Based contracts align incentives around agronomic results, Pay Per Use lowers barriers for episodic services, and Subscription models support continuous access to software and analytics.

End user segmentation-comprising agribusinesses, cooperatives, government agencies, and growers-exposes differences in procurement cycles, compliance needs, and willingness to pay. Crop type segmentation across horticulture, orchards, row crops, and specialty crops affects the granularity of sensing and the frequency of interventions. Farm size segmentation across large, medium, micro, and small farms demonstrates that scalability depends not only on technology but also on pricing elasticity, support capacity, and localized distribution models. Taken together, these segmentation lenses enable providers to prioritize product features, channel strategies, and partnership models that match distinct customer archetypes and operational realities.

A comparative regional assessment detailing how differing regulatory environments, farm structures, and partnership ecosystems influence adoption and scaling strategies for agri-services

Regional dynamics shape both adoption velocity and the structure of partnerships required for successful deployment of Technology-as-a-Service offerings. In the Americas, innovation clusters and a mix of large commercial farms and vertically integrated agribusinesses create fertile ground for advanced precision farming deployments, while cooperatives and growers in certain geographies seek modular, cost-effective services compatible with existing equipment footprints. Cross-border trade relationships and domestic policy incentives further influence procurement timelines and channel strategies.

Europe, Middle East & Africa presents a heterogeneous landscape where regulatory complexity, varying levels of farm consolidation, and differing access to financing create diverse adoption patterns. Here, compliance management and traceability-driven features in farm management software often become key selling points, and public-private collaborations play a prominent role in scaling pilot projects. In parts of the region, smallholder-dominant markets require highly localized delivery models that prioritize affordability and training.

Asia-Pacific demonstrates a range of adoption contexts from high-density, high-value horticulture and orchard operations to vast row crop regions managed at scale. Mobile-first interfaces, low-power wide-area connectivity, and local partnerships are critical success factors. Across all regions, interoperability, local support networks, and culturally attuned go-to-market approaches determine the speed and sustainability of adoption, reinforcing the need for region-specific product configurations and commercial terms.

A strategic competitive overview highlighting how platform integration, partnerships, and flexible commercial structures are differentiating providers and influencing buyer selection

Leading companies in the Agriculture Technology-as-a-Service space are distinguishing themselves through a combination of platform depth, integration capability, and channel partnerships that extend reach into diverse end-user segments. Those that combine robust data analytics stacks with modular device integrations and comprehensive farm management software tend to offer more compelling value propositions, particularly when their offerings address compliance, financial management, inventory control, and workforce coordination within the same workflow.

Strategic partnerships are increasingly important for market traction. Collaborations with equipment manufacturers, input suppliers, cooperatives, and distribution partners enable quicker access to field deployments and provide local credibility. Companies that invest in developer ecosystems and open APIs lower integration friction and encourage third-party innovation, which broadens the range of applications served by a single platform. Additionally, firms that provide flexible commercial terms-such as outcome-based contracts or pay-per-use options-often find improved adoption among risk-averse growers.

Competitive differentiation also arises from domain expertise embedded in advisory services, quality of remote sensing and sensor fusion, and the ability to demonstrate consistent operational outcomes across multiple crop cycles. For buyers, vendor maturity, regional support capacity, and data governance practices are critical criteria when evaluating providers for long-term technology partnerships.

Practical and prioritized actions for providers to accelerate adoption, mitigate operational risk, and align commercial structures to producer outcomes and regional realities

Industry leaders should prioritize investments that accelerate practical value realization while reducing friction for first-time adopters. Begin by aligning product roadmaps to high-value applications such as irrigation management and pest mitigation where measurable operational benefits can be demonstrated within a single season. Enhancing predictive analytics and prescriptive recommendations will convert passive dashboards into actionable advice and improve retention by embedding insights into everyday workflows.

Simultaneously, diversify hardware sourcing and adopt modular architectures to reduce exposure to tariff-driven cost shocks and component shortages. Strengthening regional partner networks and investing in local technical support will improve service reliability and shorten time-to-resolution for field issues. Experiment with hybrid commercial models that combine subscription revenue with outcome-based commitments for large enterprise clients and pay-per-use options tailored to smallholders or seasonal services, thereby expanding addressable markets without diluting unit economics.

Finally, formalize data governance and interoperability standards to enable safe data sharing across stakeholders while protecting customer privacy. Clear measurement frameworks and pilot success criteria will help convert early deployments into scalable programs and foster trust among growers, agribusinesses, and institutional buyers. These combined actions will position leaders to capture sustainable value as the Technology-as-a-Service market matures.

A transparent and verifiable research approach combining primary stakeholder engagement, field observation, and multi-source validation to produce actionable strategic intelligence

This research synthesizes primary and secondary qualitative inquiry with structured analysis to produce insights that are relevant to strategic decision-makers. Primary inputs include in-depth interviews with a cross-section of stakeholders such as technology providers, agribusiness leaders, cooperative managers, and growers, augmented by field visits and product demonstrations to observe system performance in operational contexts. These engagements were designed to capture real-world constraints on deployment, serviceability, and farmer decision-making.

Secondary analysis incorporated peer-reviewed agronomy and engineering literature, open-source technical specifications, trade and policy documents, and vendor technical briefs to map technological capabilities and to validate observed trends. The methodology emphasizes triangulation to ensure findings are robust: qualitative narratives were cross-checked against observed deployments and vendor roadmaps, and patterns were validated through multiple independent interviews to reduce single-source bias.

Analytical frameworks used in the study include segmentation mapping, value chain analysis, and scenario-based assessment of supply chain vulnerabilities. Ethical considerations such as data privacy, consent in interviews, and transparency on limitations were observed throughout the process. The methodology focuses on actionable intelligence rather than speculative projections, enabling readers to translate findings into operational and commercial strategies with confidence.

A concise synthesis of strategic implications that underscores where pragmatic innovation, operational resilience, and partnership models converge to drive lasting adoption

The Agriculture Technology-as-a-Service landscape is at an inflection point where technological readiness, changing commercial models, and shifting policy dynamics are converging to create durable opportunities and new operational risks. Providers that successfully combine high-quality data collection, advanced analytics, and pragmatic commercial models will be best positioned to convert innovation into sustained adoption. Conversely, vendors that underestimate the importance of local service capacity, data governance, and interoperable architectures may struggle to scale beyond pilot projects.

For buyers, the path to value requires a clear articulation of success criteria, a willingness to pilot iterative deployments, and a preference for modular solutions that can integrate with existing equipment and workflows. Region-specific approaches and adaptive commercial terms will be essential to reach diverse end users, from large commercial farms to micro and smallholders. As tariffs and supply chain pressures evolve, resilience in sourcing and an emphasis on software-driven value will reduce exposure to hardware-driven cost variability.

Ultimately, the market rewards pragmatic innovation-solutions that prioritize measurable improvements in resource efficiency, compliance, and operational predictability. Companies and buyers that internalize these priorities and collaborate across the value chain will capture disproportionate growth opportunities and deliver meaningful impact on agricultural productivity and sustainability.

Table of Contents

1. Preface

  • 1.1. Objectives of the Study
  • 1.2. Market Segmentation & Coverage
  • 1.3. Years Considered for the Study
  • 1.4. Currency & Pricing
  • 1.5. Language
  • 1.6. Stakeholders

2. Research Methodology

3. Executive Summary

4. Market Overview

5. Market Insights

  • 5.1. Integration of AI-driven pest detection systems for proactive disease management in crops
  • 5.2. Scaling modular vertical farming solutions with IoT-enabled climate control across urban centers
  • 5.3. Deployment of subscription-based precision irrigation platforms optimizing water usage
  • 5.4. Utilization of blockchain traceability networks connecting farm-to-consumer supply chains
  • 5.5. Expansion of autonomous drone fleets providing multispectral imaging and spraying services
  • 5.6. Implementation of soil health monitoring subscriptions using sensor networks and data analytics
  • 5.7. Development of agronomic insights platforms leveraging machine learning for yield prediction
  • 5.8. Partnerships between agritech SaaS providers and financial institutions for crop financing tools

6. Cumulative Impact of United States Tariffs 2025

7. Cumulative Impact of Artificial Intelligence 2025

8. Agriculture Technology-as-a-Service Market, by Service Type

  • 8.1. Data Analytics Services
    • 8.1.1. Descriptive Analytics
    • 8.1.2. Predictive Analytics
    • 8.1.3. Prescriptive Analytics
  • 8.2. Farm Management Software Services
    • 8.2.1. Compliance Management
    • 8.2.2. Financial Management
    • 8.2.3. Inventory Management
    • 8.2.4. Workforce Management
  • 8.3. IoT Device Monitoring Services
  • 8.4. Precision Farming Services
  • 8.5. Remote Sensing Services

9. Agriculture Technology-as-a-Service Market, by Application

  • 9.1. Crop Monitoring
    • 9.1.1. Drone Imaging
    • 9.1.2. Ground Sensors
    • 9.1.3. Satellite Imaging
  • 9.2. Irrigation Management
  • 9.3. Livestock Management
  • 9.4. Pest Management
  • 9.5. Supply Chain Management

10. Agriculture Technology-as-a-Service Market, by Business Model

  • 10.1. Outcome Based
  • 10.2. Pay Per Use
  • 10.3. Subscription

11. Agriculture Technology-as-a-Service Market, by End User

  • 11.1. Agribusinesses
  • 11.2. Cooperatives
  • 11.3. Government Agencies
  • 11.4. Growers

12. Agriculture Technology-as-a-Service Market, by Crop Type

  • 12.1. Horticulture
  • 12.2. Orchards
  • 12.3. Row Crops
  • 12.4. Specialty Crops

13. Agriculture Technology-as-a-Service Market, by Farm Size

  • 13.1. Large Farms
  • 13.2. Medium Farms
  • 13.3. Micro Farms
  • 13.4. Small Farms

14. Agriculture Technology-as-a-Service Market, by Region

  • 14.1. Americas
    • 14.1.1. North America
    • 14.1.2. Latin America
  • 14.2. Europe, Middle East & Africa
    • 14.2.1. Europe
    • 14.2.2. Middle East
    • 14.2.3. Africa
  • 14.3. Asia-Pacific

15. Agriculture Technology-as-a-Service Market, by Group

  • 15.1. ASEAN
  • 15.2. GCC
  • 15.3. European Union
  • 15.4. BRICS
  • 15.5. G7
  • 15.6. NATO

16. Agriculture Technology-as-a-Service Market, by Country

  • 16.1. United States
  • 16.2. Canada
  • 16.3. Mexico
  • 16.4. Brazil
  • 16.5. United Kingdom
  • 16.6. Germany
  • 16.7. France
  • 16.8. Russia
  • 16.9. Italy
  • 16.10. Spain
  • 16.11. China
  • 16.12. India
  • 16.13. Japan
  • 16.14. Australia
  • 16.15. South Korea

17. Competitive Landscape

  • 17.1. Market Share Analysis, 2024
  • 17.2. FPNV Positioning Matrix, 2024
  • 17.3. Competitive Analysis
    • 17.3.1. Deere & Company
    • 17.3.2. Trimble Inc.
    • 17.3.3. AGCO Corporation
    • 17.3.4. CNH Industrial N.V.
    • 17.3.5. Topcon Positioning Systems, Inc.
    • 17.3.6. Hexagon AB
    • 17.3.7. Farmers Edge Inc.
    • 17.3.8. The Climate Corporation
    • 17.3.9. Corteva Agriscience, LLC
    • 17.3.10. Granular, Inc.

LIST OF FIGURES

  • FIGURE 1. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, 2018-2032 (USD MILLION)
  • FIGURE 2. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY SERVICE TYPE, 2024 VS 2032 (%)
  • FIGURE 3. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY SERVICE TYPE, 2024 VS 2025 VS 2032 (USD MILLION)
  • FIGURE 4. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY APPLICATION, 2024 VS 2032 (%)
  • FIGURE 5. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY APPLICATION, 2024 VS 2025 VS 2032 (USD MILLION)
  • FIGURE 6. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY BUSINESS MODEL, 2024 VS 2032 (%)
  • FIGURE 7. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY BUSINESS MODEL, 2024 VS 2025 VS 2032 (USD MILLION)
  • FIGURE 8. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY END USER, 2024 VS 2032 (%)
  • FIGURE 9. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY END USER, 2024 VS 2025 VS 2032 (USD MILLION)
  • FIGURE 10. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY CROP TYPE, 2024 VS 2032 (%)
  • FIGURE 11. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY CROP TYPE, 2024 VS 2025 VS 2032 (USD MILLION)
  • FIGURE 12. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY FARM SIZE, 2024 VS 2032 (%)
  • FIGURE 13. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY FARM SIZE, 2024 VS 2025 VS 2032 (USD MILLION)
  • FIGURE 14. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY REGION, 2024 VS 2025 VS 2032 (USD MILLION)
  • FIGURE 15. AMERICAS AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY SUBREGION, 2024 VS 2025 VS 2032 (USD MILLION)
  • FIGURE 16. NORTH AMERICA AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2032 (USD MILLION)
  • FIGURE 17. LATIN AMERICA AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2032 (USD MILLION)
  • FIGURE 18. EUROPE, MIDDLE EAST & AFRICA AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY SUBREGION, 2024 VS 2025 VS 2032 (USD MILLION)
  • FIGURE 19. EUROPE AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2032 (USD MILLION)
  • FIGURE 20. MIDDLE EAST AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2032 (USD MILLION)
  • FIGURE 21. AFRICA AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2032 (USD MILLION)
  • FIGURE 22. ASIA-PACIFIC AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2032 (USD MILLION)
  • FIGURE 23. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY GROUP, 2024 VS 2025 VS 2032 (USD MILLION)
  • FIGURE 24. ASEAN AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2032 (USD MILLION)
  • FIGURE 25. GCC AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2032 (USD MILLION)
  • FIGURE 26. EUROPEAN UNION AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2032 (USD MILLION)
  • FIGURE 27. BRICS AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2032 (USD MILLION)
  • FIGURE 28. G7 AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2032 (USD MILLION)
  • FIGURE 29. NATO AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2032 (USD MILLION)
  • FIGURE 30. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2032 (USD MILLION)
  • FIGURE 31. AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SHARE, BY KEY PLAYER, 2024
  • FIGURE 32. AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET, FPNV POSITIONING MATRIX, 2024

LIST OF TABLES

  • TABLE 1. AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SEGMENTATION & COVERAGE
  • TABLE 2. UNITED STATES DOLLAR EXCHANGE RATE, 2018-2024
  • TABLE 3. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, 2018-2024 (USD MILLION)
  • TABLE 4. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, 2025-2032 (USD MILLION)
  • TABLE 5. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY SERVICE TYPE, 2018-2024 (USD MILLION)
  • TABLE 6. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY SERVICE TYPE, 2025-2032 (USD MILLION)
  • TABLE 7. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY DATA ANALYTICS SERVICES, 2018-2024 (USD MILLION)
  • TABLE 8. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY DATA ANALYTICS SERVICES, 2025-2032 (USD MILLION)
  • TABLE 9. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY DATA ANALYTICS SERVICES, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 10. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY DATA ANALYTICS SERVICES, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 11. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY DATA ANALYTICS SERVICES, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 12. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY DATA ANALYTICS SERVICES, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 13. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY DATA ANALYTICS SERVICES, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 14. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY DATA ANALYTICS SERVICES, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 15. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY DESCRIPTIVE ANALYTICS, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 16. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY DESCRIPTIVE ANALYTICS, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 17. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY DESCRIPTIVE ANALYTICS, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 18. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY DESCRIPTIVE ANALYTICS, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 19. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY DESCRIPTIVE ANALYTICS, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 20. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY DESCRIPTIVE ANALYTICS, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 21. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY PREDICTIVE ANALYTICS, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 22. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY PREDICTIVE ANALYTICS, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 23. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY PREDICTIVE ANALYTICS, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 24. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY PREDICTIVE ANALYTICS, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 25. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY PREDICTIVE ANALYTICS, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 26. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY PREDICTIVE ANALYTICS, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 27. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY PRESCRIPTIVE ANALYTICS, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 28. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY PRESCRIPTIVE ANALYTICS, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 29. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY PRESCRIPTIVE ANALYTICS, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 30. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY PRESCRIPTIVE ANALYTICS, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 31. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY PRESCRIPTIVE ANALYTICS, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 32. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY PRESCRIPTIVE ANALYTICS, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 33. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY FARM MANAGEMENT SOFTWARE SERVICES, 2018-2024 (USD MILLION)
  • TABLE 34. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY FARM MANAGEMENT SOFTWARE SERVICES, 2025-2032 (USD MILLION)
  • TABLE 35. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY FARM MANAGEMENT SOFTWARE SERVICES, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 36. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY FARM MANAGEMENT SOFTWARE SERVICES, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 37. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY FARM MANAGEMENT SOFTWARE SERVICES, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 38. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY FARM MANAGEMENT SOFTWARE SERVICES, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 39. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY FARM MANAGEMENT SOFTWARE SERVICES, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 40. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY FARM MANAGEMENT SOFTWARE SERVICES, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 41. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY COMPLIANCE MANAGEMENT, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 42. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY COMPLIANCE MANAGEMENT, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 43. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY COMPLIANCE MANAGEMENT, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 44. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY COMPLIANCE MANAGEMENT, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 45. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY COMPLIANCE MANAGEMENT, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 46. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY COMPLIANCE MANAGEMENT, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 47. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY FINANCIAL MANAGEMENT, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 48. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY FINANCIAL MANAGEMENT, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 49. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY FINANCIAL MANAGEMENT, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 50. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY FINANCIAL MANAGEMENT, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 51. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY FINANCIAL MANAGEMENT, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 52. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY FINANCIAL MANAGEMENT, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 53. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY INVENTORY MANAGEMENT, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 54. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY INVENTORY MANAGEMENT, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 55. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY INVENTORY MANAGEMENT, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 56. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY INVENTORY MANAGEMENT, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 57. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY INVENTORY MANAGEMENT, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 58. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY INVENTORY MANAGEMENT, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 59. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY WORKFORCE MANAGEMENT, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 60. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY WORKFORCE MANAGEMENT, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 61. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY WORKFORCE MANAGEMENT, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 62. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY WORKFORCE MANAGEMENT, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 63. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY WORKFORCE MANAGEMENT, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 64. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY WORKFORCE MANAGEMENT, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 65. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY IOT DEVICE MONITORING SERVICES, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 66. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY IOT DEVICE MONITORING SERVICES, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 67. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY IOT DEVICE MONITORING SERVICES, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 68. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY IOT DEVICE MONITORING SERVICES, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 69. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY IOT DEVICE MONITORING SERVICES, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 70. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY IOT DEVICE MONITORING SERVICES, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 71. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY PRECISION FARMING SERVICES, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 72. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY PRECISION FARMING SERVICES, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 73. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY PRECISION FARMING SERVICES, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 74. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY PRECISION FARMING SERVICES, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 75. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY PRECISION FARMING SERVICES, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 76. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY PRECISION FARMING SERVICES, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 77. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY REMOTE SENSING SERVICES, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 78. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY REMOTE SENSING SERVICES, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 79. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY REMOTE SENSING SERVICES, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 80. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY REMOTE SENSING SERVICES, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 81. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY REMOTE SENSING SERVICES, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 82. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY REMOTE SENSING SERVICES, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 83. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY APPLICATION, 2018-2024 (USD MILLION)
  • TABLE 84. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY APPLICATION, 2025-2032 (USD MILLION)
  • TABLE 85. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY CROP MONITORING, 2018-2024 (USD MILLION)
  • TABLE 86. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY CROP MONITORING, 2025-2032 (USD MILLION)
  • TABLE 87. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY CROP MONITORING, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 88. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY CROP MONITORING, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 89. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY CROP MONITORING, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 90. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY CROP MONITORING, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 91. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY CROP MONITORING, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 92. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY CROP MONITORING, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 93. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY DRONE IMAGING, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 94. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY DRONE IMAGING, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 95. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY DRONE IMAGING, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 96. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY DRONE IMAGING, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 97. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY DRONE IMAGING, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 98. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY DRONE IMAGING, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 99. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY GROUND SENSORS, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 100. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY GROUND SENSORS, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 101. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY GROUND SENSORS, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 102. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY GROUND SENSORS, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 103. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY GROUND SENSORS, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 104. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY GROUND SENSORS, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 105. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY SATELLITE IMAGING, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 106. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY SATELLITE IMAGING, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 107. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY SATELLITE IMAGING, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 108. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY SATELLITE IMAGING, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 109. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY SATELLITE IMAGING, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 110. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY SATELLITE IMAGING, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 111. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY IRRIGATION MANAGEMENT, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 112. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY IRRIGATION MANAGEMENT, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 113. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY IRRIGATION MANAGEMENT, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 114. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY IRRIGATION MANAGEMENT, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 115. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY IRRIGATION MANAGEMENT, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 116. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY IRRIGATION MANAGEMENT, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 117. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY LIVESTOCK MANAGEMENT, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 118. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY LIVESTOCK MANAGEMENT, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 119. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY LIVESTOCK MANAGEMENT, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 120. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY LIVESTOCK MANAGEMENT, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 121. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY LIVESTOCK MANAGEMENT, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 122. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY LIVESTOCK MANAGEMENT, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 123. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY PEST MANAGEMENT, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 124. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY PEST MANAGEMENT, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 125. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY PEST MANAGEMENT, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 126. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY PEST MANAGEMENT, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 127. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY PEST MANAGEMENT, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 128. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY PEST MANAGEMENT, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 129. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY SUPPLY CHAIN MANAGEMENT, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 130. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY SUPPLY CHAIN MANAGEMENT, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 131. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY SUPPLY CHAIN MANAGEMENT, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 132. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY SUPPLY CHAIN MANAGEMENT, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 133. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY SUPPLY CHAIN MANAGEMENT, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 134. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY SUPPLY CHAIN MANAGEMENT, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 135. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY BUSINESS MODEL, 2018-2024 (USD MILLION)
  • TABLE 136. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY BUSINESS MODEL, 2025-2032 (USD MILLION)
  • TABLE 137. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY OUTCOME BASED, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 138. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY OUTCOME BASED, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 139. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY OUTCOME BASED, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 140. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY OUTCOME BASED, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 141. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY OUTCOME BASED, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 142. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY OUTCOME BASED, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 143. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY PAY PER USE, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 144. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY PAY PER USE, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 145. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY PAY PER USE, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 146. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY PAY PER USE, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 147. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY PAY PER USE, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 148. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY PAY PER USE, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 149. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY SUBSCRIPTION, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 150. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY SUBSCRIPTION, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 151. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY SUBSCRIPTION, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 152. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY SUBSCRIPTION, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 153. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY SUBSCRIPTION, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 154. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY SUBSCRIPTION, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 155. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY END USER, 2018-2024 (USD MILLION)
  • TABLE 156. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY END USER, 2025-2032 (USD MILLION)
  • TABLE 157. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY AGRIBUSINESSES, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 158. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY AGRIBUSINESSES, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 159. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY AGRIBUSINESSES, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 160. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY AGRIBUSINESSES, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 161. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY AGRIBUSINESSES, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 162. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY AGRIBUSINESSES, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 163. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY COOPERATIVES, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 164. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY COOPERATIVES, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 165. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY COOPERATIVES, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 166. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY COOPERATIVES, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 167. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY COOPERATIVES, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 168. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY COOPERATIVES, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 169. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY GOVERNMENT AGENCIES, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 170. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY GOVERNMENT AGENCIES, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 171. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY GOVERNMENT AGENCIES, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 172. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY GOVERNMENT AGENCIES, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 173. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY GOVERNMENT AGENCIES, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 174. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY GOVERNMENT AGENCIES, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 175. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY GROWERS, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 176. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY GROWERS, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 177. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY GROWERS, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 178. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY GROWERS, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 179. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY GROWERS, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 180. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY GROWERS, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 181. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY CROP TYPE, 2018-2024 (USD MILLION)
  • TABLE 182. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY CROP TYPE, 2025-2032 (USD MILLION)
  • TABLE 183. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY HORTICULTURE, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 184. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY HORTICULTURE, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 185. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY HORTICULTURE, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 186. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY HORTICULTURE, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 187. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY HORTICULTURE, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 188. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY HORTICULTURE, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 189. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY ORCHARDS, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 190. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY ORCHARDS, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 191. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY ORCHARDS, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 192. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY ORCHARDS, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 193. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY ORCHARDS, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 194. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY ORCHARDS, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 195. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY ROW CROPS, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 196. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY ROW CROPS, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 197. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY ROW CROPS, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 198. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY ROW CROPS, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 199. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY ROW CROPS, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 200. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY ROW CROPS, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 201. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY SPECIALTY CROPS, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 202. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY SPECIALTY CROPS, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 203. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY SPECIALTY CROPS, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 204. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY SPECIALTY CROPS, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 205. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY SPECIALTY CROPS, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 206. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY SPECIALTY CROPS, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 207. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY FARM SIZE, 2018-2024 (USD MILLION)
  • TABLE 208. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY FARM SIZE, 2025-2032 (USD MILLION)
  • TABLE 209. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY LARGE FARMS, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 210. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY LARGE FARMS, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 211. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY LARGE FARMS, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 212. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY LARGE FARMS, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 213. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY LARGE FARMS, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 214. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY LARGE FARMS, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 215. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY MEDIUM FARMS, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 216. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY MEDIUM FARMS, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 217. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY MEDIUM FARMS, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 218. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY MEDIUM FARMS, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 219. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY MEDIUM FARMS, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 220. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY MEDIUM FARMS, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 221. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY MICRO FARMS, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 222. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY MICRO FARMS, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 223. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY MICRO FARMS, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 224. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY MICRO FARMS, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 225. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY MICRO FARMS, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 226. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY MICRO FARMS, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 227. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY SMALL FARMS, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 228. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY SMALL FARMS, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 229. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY SMALL FARMS, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 230. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY SMALL FARMS, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 231. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY SMALL FARMS, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 232. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY SMALL FARMS, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 233. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 234. GLOBAL AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 235. AMERICAS AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY SUBREGION, 2018-2024 (USD MILLION)
  • TABLE 236. AMERICAS AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY SUBREGION, 2025-2032 (USD MILLION)
  • TABLE 237. AMERICAS AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY SERVICE TYPE, 2018-2024 (USD MILLION)
  • TABLE 238. AMERICAS AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY SERVICE TYPE, 2025-2032 (USD MILLION)
  • TABLE 239. AMERICAS AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY DATA ANALYTICS SERVICES, 2018-2024 (USD MILLION)
  • TABLE 240. AMERICAS AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY DATA ANALYTICS SERVICES, 2025-2032 (USD MILLION)
  • TABLE 241. AMERICAS AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY FARM MANAGEMENT SOFTWARE SERVICES, 2018-2024 (USD MILLION)
  • TABLE 242. AMERICAS AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY FARM MANAGEMENT SOFTWARE SERVICES, 2025-2032 (USD MILLION)
  • TABLE 243. AMERICAS AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY APPLICATION, 2018-2024 (USD MILLION)
  • TABLE 244. AMERICAS AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY APPLICATION, 2025-2032 (USD MILLION)
  • TABLE 245. AMERICAS AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY CROP MONITORING, 2018-2024 (USD MILLION)
  • TABLE 246. AMERICAS AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY CROP MONITORING, 2025-2032 (USD MILLION)
  • TABLE 247. AMERICAS AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY BUSINESS MODEL, 2018-2024 (USD MILLION)
  • TABLE 248. AMERICAS AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY BUSINESS MODEL, 2025-2032 (USD MILLION)
  • TABLE 249. AMERICAS AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY END USER, 2018-2024 (USD MILLION)
  • TABLE 250. AMERICAS AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY END USER, 2025-2032 (USD MILLION)
  • TABLE 251. AMERICAS AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY CROP TYPE, 2018-2024 (USD MILLION)
  • TABLE 252. AMERICAS AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY CROP TYPE, 2025-2032 (USD MILLION)
  • TABLE 253. AMERICAS AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY FARM SIZE, 2018-2024 (USD MILLION)
  • TABLE 254. AMERICAS AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY FARM SIZE, 2025-2032 (USD MILLION)
  • TABLE 255. NORTH AMERICA AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 256. NORTH AMERICA AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 257. NORTH AMERICA AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY SERVICE TYPE, 2018-2024 (USD MILLION)
  • TABLE 258. NORTH AMERICA AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY SERVICE TYPE, 2025-2032 (USD MILLION)
  • TABLE 259. NORTH AMERICA AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY DATA ANALYTICS SERVICES, 2018-2024 (USD MILLION)
  • TABLE 260. NORTH AMERICA AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY DATA ANALYTICS SERVICES, 2025-2032 (USD MILLION)
  • TABLE 261. NORTH AMERICA AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY FARM MANAGEMENT SOFTWARE SERVICES, 2018-2024 (USD MILLION)
  • TABLE 262. NORTH AMERICA AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY FARM MANAGEMENT SOFTWARE SERVICES, 2025-2032 (USD MILLION)
  • TABLE 263. NORTH AMERICA AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY APPLICATION, 2018-2024 (USD MILLION)
  • TABLE 264. NORTH AMERICA AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY APPLICATION, 2025-2032 (USD MILLION)
  • TABLE 265. NORTH AMERICA AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY CROP MONITORING, 2018-2024 (USD MILLION)
  • TABLE 266. NORTH AMERICA AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY CROP MONITORING, 2025-2032 (USD MILLION)
  • TABLE 267. NORTH AMERICA AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY BUSINESS MODEL, 2018-2024 (USD MILLION)
  • TABLE 268. NORTH AMERICA AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY BUSINESS MODEL, 2025-2032 (USD MILLION)
  • TABLE 269. NORTH AMERICA AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY END USER, 2018-2024 (USD MILLION)
  • TABLE 270. NORTH AMERICA AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY END USER, 2025-2032 (USD MILLION)
  • TABLE 271. NORTH AMERICA AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SIZE, BY CROP TYPE, 2018-2024 (USD MILLION)
  • TABLE 272. NORTH AMERICA AGRICULTURE TECHNOLOGY-AS-A-SERVICE MARKET SI