FaaS（Farming as a Service）市場の2030年までの予測： サービス別、提供モデル別、エンドユーザー別、地域別の世界分析

Stratistics MRCによると、世界のFaaS（Farming as a Service）市場は2023年に36億3,000万米ドルを占め、予測期間中のCAGRは13.5％で成長し、2030年には88億1,000万米ドルに達すると予測されています。

Farming as a Service（FaaS）とは、土地、設備、専門知識などの農業資源を、個人または組織にサブスクリプションまたは有料で提供するモデルです。FaaSは、IoTセンサーやデータ分析などの技術を統合し、作物生産を最適化し、環境条件を監視し、資源を効率的に管理します。

政府の支援と政策

多くの政府は、食料安全保障、環境の持続可能性、農村開発などの課題に対処するために、農業を近代化することの重要性を認識しています。こうした取り組みには、農家がFaaSソリューションに投資するための補助金や助成金、農業テックの新興企業に対する税制優遇措置などの財政的インセンティブが含まれる場合があります。さらに、農家がこうした手法を採用するようインセンティブを与えることで、政府は農業の生産性を向上させ、環境への影響を削減し、それによって市場の成長を促進することを目指しています。

初期投資コスト

多くの農家、特に新興国市場の農家にとって、初期投資コストの高さはFaaS市場への参入に大きな障壁となっています。初期投資コストには、センサー、ドローン、精密農業機器などのハードウェアの購入やリースなど、さまざまな要素が含まれます。さらに、投資回収が不透明で投資回収期間が長いため、農家がFaaSソリューションに取り組むことを躊躇し、市場規模の妨げになる可能性があります。

技術の進歩

モノのインターネット（IoT）センサー、人工知能（AI）、ロボット工学、データ分析などの農業技術の革新は、精密農業技術の導入を可能にします。このデータは、高度な分析と機械学習アルゴリズムを使用して分析され、農業経営を最適化するための実用的な洞察を提供します。さらに、精密農業技術の開拓により、農家はインプットを適用できるようになり、これがこの市場をさらに牽引しています。

教育不足

多くの農家、特に農村部や発展途上地域の農家は、最新の農業技術や慣行に関する正式な教育や研修の機会を得られない場合があります。この教育格差は、FaaSソリューションの潜在的な利点を理解する能力を妨げます。さらに、教育の欠如は、FaaS技術によって提供されるデータと洞察を効果的に活用する農家の能力を妨げる可能性があります。

COVID-19の影響

COVID-19の大流行は、世界のFaaS（Farming as a Service）市場に悪影響を与えました。パンデミックは、特に農作業を移民労働者に頼っている地域の労働力の確保に影響を与えています。渡航制限や健康上の懸念から労働者の移動が制限され、作付けや収穫期などの重要な時期に労働力不足につながった。さらに、移動制限や国境閉鎖が物資の輸送を妨げ、この市場の拡大を妨げています。

予測期間中、農場管理ソリューションセグメントが最大となる見込み

農地管理ソリューション分野は、技術インフラへの多額の先行投資を必要とせずに、農家にこれらの高度なツールや機能へのアクセスを提供するという重要な役割を担っているため、最大のシェアを占めると推定されます。主なコンポーネントには、衛星画像やドローンによる作物モニタリング、土壌の健康分析、気象予測、精密灌漑システムなどがあります。さらに、これらのツールはデータ分析と機械学習アルゴリズムを活用して、意思決定のための実用的な洞察を提供し、このセグメントを牽引しています。

予測期間中、サブスクリプション・セグメントが最もCAGRが高いと予測される

サブスクリプション・セグメントは、予測期間中にCAGRが最も高くなると予測されています。このセグメントは、現代農業の実践に不可欠な様々なリソースやテクノロジーへのアクセスを含む包括的なパッケージの提供を中心に展開されます。サブスクリプションベースのFaaSサービスは通常、土地のリース、機器のレンタル、作物のモニタリング、データ分析など、さまざまなサービスを包含しています。さらに、これらのテクノロジーにより、農家は作物の健康状態をモニタリングし、リスクを軽減することが可能となり、このセグメントの成長を後押ししています。

最大のシェアを占める地域

アジア太平洋地域は、人口増加、都市化、食糧安全保障と持続可能性に対する需要の増加など、様々な要因により、予測期間中に最大の市場シェアを占めました。アジア太平洋地域では、生産性と収益性を高めるための農場管理ソリューションや農業アドバイザリーサービスに対する需要が急増しています。さらに、スマート農業への取り組みや農業近代化のための政府支援の高まりが、アジア太平洋地域のFaaS市場の成長をさらに促進しています。

CAGRが最も高い地域：

持続可能な農業へのニーズ、食品生産におけるトレーサビリティと透明性に対する消費者の要求の高まり、農業技術の進歩により、欧州は予測期間中に最も高いCAGRを示すと予想されます。さらに、欧州連合の共通農業政策（CAP）と持続可能な農業、生物多様性、農村開発を促進するイニシアチブが、この地域全体でFaaSソリューションの採用を促進しています。

無料のカスタマイズ提供：

本レポートをご購読のお客様には、以下の無料カスタマイズオプションのいずれかをご利用いただけます：

• 企業プロファイル
  • 追加市場プレイヤーの包括的プロファイリング（3社まで）
  • 主要企業のSWOT分析（3社まで）
• 地域セグメンテーション
  • 顧客の関心に応じた主要国の市場推計・予測・CAGR（注：フィージビリティチェックによる）
• 競合ベンチマーキング
  • 製品ポートフォリオ、地理的プレゼンス、戦略的提携に基づく主要企業のベンチマーキング

目次

第1章 エグゼクティブサマリー

第2章 序文

• 概要
• ステークホルダー
• 調査範囲
• 調査手法
  • データマイニング
  • データ分析
  • データ検証
  • 調査アプローチ
• 調査ソース

第3章 市場動向分析

• 促進要因
• 抑制要因
• 機会
• 脅威
• エンドユーザー分析
• 新興市場
• COVID-19の影響

第4章 ポーターのファイブフォース分析

• 供給企業の交渉力
• 買い手の交渉力
• 代替品の脅威
• 新規参入業者の脅威
• 競争企業間の敵対関係

第5章 世界の農業サービス市場：サービス別

• 制作協力
• 市場へのアクセス
• 農場管理ソリューション
• 他のサービス

第6章 世界の農業サービス市場：提供モデル別

• サブスクリプション
• 従量課金制

第7章 世界の農業サービス市場：エンドユーザー別

• 諮問機関
• 企業
• 農民
• 金融機関
• 政府
• その他のエンドユーザー

第8章 世界の農業サービス市場：地域別

• 北米
  • 米国
  • カナダ
  • メキシコ
• 欧州
  • ドイツ
  • 英国
  • イタリア
  • フランス
  • スペイン
  • その他欧州
• アジア太平洋地域
  • 日本
  • 中国
  • インド
  • オーストラリア
  • ニュージーランド
  • 韓国
  • その他アジア太平洋地域
• 南米
  • アルゼンチン
  • ブラジル
  • チリ
  • その他南米
• 中東・アフリカ
  • サウジアラビア
  • アラブ首長国連邦
  • カタール
  • 南アフリカ
  • その他中東とアフリカ

第9章 主な発展

• 契約、パートナーシップ、コラボレーション、合弁事業
• 買収と合併
• 新製品発売
• 事業拡大
• その他の主要戦略

第10章 企業プロファイリング

• Accenture
• Deere & Company
• IBM
• Trimble Inc.
• ITC
• AGCO Corporation
• CNH Industrial N.V.
• Bayer AG
• Precision Hawk
• Apollo Agriculture
• Syngenta AG
• Taranis
• Mahindra & Mahindra Ltd.

List of Tables

• Table 1 Global Farming As a Service Market Outlook, By Region (2021-2030) ($MN)
• Table 2 Global Farming As a Service Market Outlook, By Service (2021-2030) ($MN)
• Table 3 Global Farming As a Service Market Outlook, By Production Assistance (2021-2030) ($MN)
• Table 4 Global Farming As a Service Market Outlook, By Access to Markets (2021-2030) ($MN)
• Table 5 Global Farming As a Service Market Outlook, By Farm Management Solutions (2021-2030) ($MN)
• Table 6 Global Farming As a Service Market Outlook, By Other Services (2021-2030) ($MN)
• Table 7 Global Farming As a Service Market Outlook, By Delivery Model (2021-2030) ($MN)
• Table 8 Global Farming As a Service Market Outlook, By Subscription (2021-2030) ($MN)
• Table 9 Global Farming As a Service Market Outlook, By Pay-per-Use (2021-2030) ($MN)
• Table 10 Global Farming As a Service Market Outlook, By End User (2021-2030) ($MN)
• Table 11 Global Farming As a Service Market Outlook, By Advisory Bodies (2021-2030) ($MN)
• Table 12 Global Farming As a Service Market Outlook, By Corporate (2021-2030) ($MN)
• Table 13 Global Farming As a Service Market Outlook, By Farmers (2021-2030) ($MN)
• Table 14 Global Farming As a Service Market Outlook, By Financial Institutions (2021-2030) ($MN)
• Table 15 Global Farming As a Service Market Outlook, By Governments (2021-2030) ($MN)
• Table 16 Global Farming As a Service Market Outlook, By Other End Users (2021-2030) ($MN)
• Table 17 North America Farming As a Service Market Outlook, By Country (2021-2030) ($MN)
• Table 18 North America Farming As a Service Market Outlook, By Service (2021-2030) ($MN)
• Table 19 North America Farming As a Service Market Outlook, By Production Assistance (2021-2030) ($MN)
• Table 20 North America Farming As a Service Market Outlook, By Access to Markets (2021-2030) ($MN)
• Table 21 North America Farming As a Service Market Outlook, By Farm Management Solutions (2021-2030) ($MN)
• Table 22 North America Farming As a Service Market Outlook, By Other Services (2021-2030) ($MN)
• Table 23 North America Farming As a Service Market Outlook, By Delivery Model (2021-2030) ($MN)
• Table 24 North America Farming As a Service Market Outlook, By Subscription (2021-2030) ($MN)
• Table 25 North America Farming As a Service Market Outlook, By Pay-per-Use (2021-2030) ($MN)
• Table 26 North America Farming As a Service Market Outlook, By End User (2021-2030) ($MN)
• Table 27 North America Farming As a Service Market Outlook, By Advisory Bodies (2021-2030) ($MN)
• Table 28 North America Farming As a Service Market Outlook, By Corporate (2021-2030) ($MN)
• Table 29 North America Farming As a Service Market Outlook, By Farmers (2021-2030) ($MN)
• Table 30 North America Farming As a Service Market Outlook, By Financial Institutions (2021-2030) ($MN)
• Table 31 North America Farming As a Service Market Outlook, By Governments (2021-2030) ($MN)
• Table 32 North America Farming As a Service Market Outlook, By Other End Users (2021-2030) ($MN)
• Table 33 Europe Farming As a Service Market Outlook, By Country (2021-2030) ($MN)
• Table 34 Europe Farming As a Service Market Outlook, By Service (2021-2030) ($MN)
• Table 35 Europe Farming As a Service Market Outlook, By Production Assistance (2021-2030) ($MN)
• Table 36 Europe Farming As a Service Market Outlook, By Access to Markets (2021-2030) ($MN)
• Table 37 Europe Farming As a Service Market Outlook, By Farm Management Solutions (2021-2030) ($MN)
• Table 38 Europe Farming As a Service Market Outlook, By Other Services (2021-2030) ($MN)
• Table 39 Europe Farming As a Service Market Outlook, By Delivery Model (2021-2030) ($MN)
• Table 40 Europe Farming As a Service Market Outlook, By Subscription (2021-2030) ($MN)
• Table 41 Europe Farming As a Service Market Outlook, By Pay-per-Use (2021-2030) ($MN)
• Table 42 Europe Farming As a Service Market Outlook, By End User (2021-2030) ($MN)
• Table 43 Europe Farming As a Service Market Outlook, By Advisory Bodies (2021-2030) ($MN)
• Table 44 Europe Farming As a Service Market Outlook, By Corporate (2021-2030) ($MN)
• Table 45 Europe Farming As a Service Market Outlook, By Farmers (2021-2030) ($MN)
• Table 46 Europe Farming As a Service Market Outlook, By Financial Institutions (2021-2030) ($MN)
• Table 47 Europe Farming As a Service Market Outlook, By Governments (2021-2030) ($MN)
• Table 48 Europe Farming As a Service Market Outlook, By Other End Users (2021-2030) ($MN)
• Table 49 Asia Pacific Farming As a Service Market Outlook, By Country (2021-2030) ($MN)
• Table 50 Asia Pacific Farming As a Service Market Outlook, By Service (2021-2030) ($MN)
• Table 51 Asia Pacific Farming As a Service Market Outlook, By Production Assistance (2021-2030) ($MN)
• Table 52 Asia Pacific Farming As a Service Market Outlook, By Access to Markets (2021-2030) ($MN)
• Table 53 Asia Pacific Farming As a Service Market Outlook, By Farm Management Solutions (2021-2030) ($MN)
• Table 54 Asia Pacific Farming As a Service Market Outlook, By Other Services (2021-2030) ($MN)
• Table 55 Asia Pacific Farming As a Service Market Outlook, By Delivery Model (2021-2030) ($MN)
• Table 56 Asia Pacific Farming As a Service Market Outlook, By Subscription (2021-2030) ($MN)
• Table 57 Asia Pacific Farming As a Service Market Outlook, By Pay-per-Use (2021-2030) ($MN)
• Table 58 Asia Pacific Farming As a Service Market Outlook, By End User (2021-2030) ($MN)
• Table 59 Asia Pacific Farming As a Service Market Outlook, By Advisory Bodies (2021-2030) ($MN)
• Table 60 Asia Pacific Farming As a Service Market Outlook, By Corporate (2021-2030) ($MN)
• Table 61 Asia Pacific Farming As a Service Market Outlook, By Farmers (2021-2030) ($MN)
• Table 62 Asia Pacific Farming As a Service Market Outlook, By Financial Institutions (2021-2030) ($MN)
• Table 63 Asia Pacific Farming As a Service Market Outlook, By Governments (2021-2030) ($MN)
• Table 64 Asia Pacific Farming As a Service Market Outlook, By Other End Users (2021-2030) ($MN)
• Table 65 South America Farming As a Service Market Outlook, By Country (2021-2030) ($MN)
• Table 66 South America Farming As a Service Market Outlook, By Service (2021-2030) ($MN)
• Table 67 South America Farming As a Service Market Outlook, By Production Assistance (2021-2030) ($MN)
• Table 68 South America Farming As a Service Market Outlook, By Access to Markets (2021-2030) ($MN)
• Table 69 South America Farming As a Service Market Outlook, By Farm Management Solutions (2021-2030) ($MN)
• Table 70 South America Farming As a Service Market Outlook, By Other Services (2021-2030) ($MN)
• Table 71 South America Farming As a Service Market Outlook, By Delivery Model (2021-2030) ($MN)
• Table 72 South America Farming As a Service Market Outlook, By Subscription (2021-2030) ($MN)
• Table 73 South America Farming As a Service Market Outlook, By Pay-per-Use (2021-2030) ($MN)
• Table 74 South America Farming As a Service Market Outlook, By End User (2021-2030) ($MN)
• Table 75 South America Farming As a Service Market Outlook, By Advisory Bodies (2021-2030) ($MN)
• Table 76 South America Farming As a Service Market Outlook, By Corporate (2021-2030) ($MN)
• Table 77 South America Farming As a Service Market Outlook, By Farmers (2021-2030) ($MN)
• Table 78 South America Farming As a Service Market Outlook, By Financial Institutions (2021-2030) ($MN)
• Table 79 South America Farming As a Service Market Outlook, By Governments (2021-2030) ($MN)
• Table 80 South America Farming As a Service Market Outlook, By Other End Users (2021-2030) ($MN)
• Table 81 Middle East & Africa Farming As a Service Market Outlook, By Country (2021-2030) ($MN)
• Table 82 Middle East & Africa Farming As a Service Market Outlook, By Service (2021-2030) ($MN)
• Table 83 Middle East & Africa Farming As a Service Market Outlook, By Production Assistance (2021-2030) ($MN)
• Table 84 Middle East & Africa Farming As a Service Market Outlook, By Access to Markets (2021-2030) ($MN)
• Table 85 Middle East & Africa Farming As a Service Market Outlook, By Farm Management Solutions (2021-2030) ($MN)
• Table 86 Middle East & Africa Farming As a Service Market Outlook, By Other Services (2021-2030) ($MN)
• Table 87 Middle East & Africa Farming As a Service Market Outlook, By Delivery Model (2021-2030) ($MN)
• Table 88 Middle East & Africa Farming As a Service Market Outlook, By Subscription (2021-2030) ($MN)
• Table 89 Middle East & Africa Farming As a Service Market Outlook, By Pay-per-Use (2021-2030) ($MN)
• Table 90 Middle East & Africa Farming As a Service Market Outlook, By End User (2021-2030) ($MN)
• Table 91 Middle East & Africa Farming As a Service Market Outlook, By Advisory Bodies (2021-2030) ($MN)
• Table 92 Middle East & Africa Farming As a Service Market Outlook, By Corporate (2021-2030) ($MN)
• Table 93 Middle East & Africa Farming As a Service Market Outlook, By Farmers (2021-2030) ($MN)
• Table 94 Middle East & Africa Farming As a Service Market Outlook, By Financial Institutions (2021-2030) ($MN)
• Table 95 Middle East & Africa Farming As a Service Market Outlook, By Governments (2021-2030) ($MN)
• Table 96 Middle East & Africa Farming As a Service Market Outlook, By Other End Users (2021-2030) ($MN)

According to Stratistics MRC, the Global Farming as a Service Market is accounted for $3.63 billion in 2023 and is expected to reach $8.81 billion by 2030 growing at a CAGR of 13.5% during the forecast period. Farming as a Service (FaaS) is a model where agricultural resources, such as land, equipment, and expertise, are provided to individuals or organizations on a subscription or pay-per-use basis. FaaS integrates technology, like IoT sensors and data analytics, to optimize crop production, monitor environmental conditions, and manage resources efficiently.

Market Dynamics:

Driver:

Government support and policies

Many governments recognize the importance of modernizing agriculture to address challenges such as food security, environmental sustainability, and rural development. These initiatives may include financial incentives such as subsidies or grants for farmers to invest in FaaS solutions and tax breaks for agri-tech start-ups. Furthermore, by incentivizing farmers to adopt these practices, governments aim to improve agricultural productivity, reduce environmental impact, and thereby drive market growth.

Restraint:

Initial investment costs

For many farmers, especially in developing regions, the high upfront costs pose a significant barrier to entry into the FaaS market. The initial investment costs encompass various factors, including the purchase or lease of hardware such as sensors, drones, and precision agriculture equipment. Moreover, the uncertain return on investment and long payback periods may deter farmers from committing to FaaS solutions and hamper the market size.

Opportunity:

Technological advancements

Innovations in agricultural technology, including Internet of Things (IoT) sensors, artificial intelligence (AI), robotics, and data analytics, enable the implementation of precision agriculture techniques. This data is then analyzed using advanced analytics and machine learning algorithms to provide actionable insights for optimizing farming operations. Additionally, the development of precision agriculture technologies allows farmers to apply inputs, which is driving this market further.

Threat:

Lack of education

Many farmers, particularly in rural and developing regions, may lack access to formal education or training opportunities related to modern agricultural technologies and practices. This educational gap hampers their ability to understand the potential benefits of FaaS solutions. Additionally, a lack of education can hinder farmers' ability to effectively utilize the data and insights provided by FaaS technologies.

Covid-19 Impact

The COVID-19 pandemic has had negative impacts on the Farming as a Service (FaaS) market globally. The pandemic has impacted labor availability, particularly in regions reliant on migrant workers for farm labor. Travel restrictions and health concerns have limited the mobility of workers, leading to labor shortages during critical periods such as planting and harvesting seasons. Moreover, movement restrictions and border closures have hindered the transportation of goods and this market expansion.

The farm management solutions segment is expected to be the largest during the forecast period

The farm management solutions segment is estimated to hold the largest share due to its crucial role in offering farmers access to these advanced tools and capabilities without the need for substantial upfront investment in technology infrastructure. Key components include crop monitoring through satellite imagery or drones, soil health analysis, weather forecasting, and precision irrigation systems. Furthermore, these tools leverage data analytics and machine learning algorithms to provide actionable insights for decision-making and drive this segment.

The subscription segment is expected to have the highest CAGR during the forecast period

The subscription segment is anticipated to have highest CAGR during the forecast period. This segment revolves around offering comprehensive packages that include access to various resources and technologies essential for modern farming practices. Subscription-based FaaS offerings typically encompass a range of services, such as land leasing, equipment rental, crop monitoring, and data analytics. Moreover, these technologies enable farmers to monitor crop health and mitigate risks, which are boosting this segment's growth.

Region with largest share:

Asia Pacific commanded the largest market share during the extrapolated period owing to various factors, including population growth, urbanization, and the increasing demand for food security and sustainability. The Asia Pacific region is witnessing a surge in demand for farm management solutions and agricultural advisory services to enhance productivity and profitability. Moreover, the rise of smart farming initiatives and government support for agricultural modernization further propel the growth of the FaaS market in Asia Pacific.

Region with highest CAGR:

Europe is expected to witness highest CAGR over the projection period, owing to the need for sustainable agricultural practices, increasing consumer demand for traceability and transparency in food production, and advancements in agricultural technology. Moreover, the European Union's Common Agricultural Policy (CAP) and initiatives promoting sustainable agriculture, biodiversity, and rural development are driving the adoption of FaaS solutions across the region.

Key players in the market

Some of the key players in the Farming as a Service Market include Accenture, Deere & Company, IBM, Trimble Inc., ITC, AGCO Corporation, CNH Industrial N.V., Bayer AG, Precision Hawk, Apollo Agriculture, Syngenta AG, Taranis and Mahindra & Mahindra Ltd.

Key Developments:

In January 2024, The GSMA and IBM announced a new collaboration to support the adoption and skills of generative artificial intelligence (AI) in the telecom industry through the launch of GSMA Advance's AI Training program and the GSMA Foundry Generative AI program.

In October 2023, IBM announced an expansion of its relationship with Amazon Web Services to help more mutual clients operationalize and derive value from generative artificial intelligence (AI).

In January 2023, Taranis announced the official launch of AcreForward, a new solution designed to assist ag retailers in driving more value from each acre of land. The solution was designed to provide unparalleled leaf-level data regarding growers' crops at a higher frequency throughout the season and cash in on the potential in each acre, including new insights into carbon sequestration and soil health.

Services Covered:

• Production Assistance
• Access to Markets
• Farm Management Solutions
• Other Services

Delivery Model Covered:

• Subscription
• Pay-per-Use

End Users Covered:

• Advisory Bodies
• Corporate
• Farmers
• Financial Institutions
• Governments
• Other End Users

Regions Covered:

• North America
  • US
  • Canada
  • Mexico
• Europe
  • Germany
  • UK
  • Italy
  • France
  • Spain
  • Rest of Europe
• Asia Pacific
  • Japan
  • China
  • India
  • Australia
  • New Zealand
  • South Korea
  • Rest of Asia Pacific
• South America
  • Argentina
  • Brazil
  • Chile
  • Rest of South America
• Middle East & Africa
  • Saudi Arabia
  • UAE
  • Qatar
  • South Africa
  • Rest of Middle East & Africa

What our report offers:

• Market share assessments for the regional and country-level segments
• Strategic recommendations for the new entrants
• Covers Market data for the years 2021, 2022, 2023, 2026, and 2030
• Market Trends (Drivers, Constraints, Opportunities, Threats, Challenges, Investment Opportunities, and recommendations)
• Strategic recommendations in key business segments based on the market estimations
• Competitive landscaping mapping the key common trends
• Company profiling with detailed strategies, financials, and recent developments
• Supply chain trends mapping the latest technological advancements

Free Customization Offerings:

All the customers of this report will be entitled to receive one of the following free customization options:

• Company Profiling
  • Comprehensive profiling of additional market players (up to 3)
  • SWOT Analysis of key players (up to 3)
• Regional Segmentation
  • Market estimations, Forecasts and CAGR of any prominent country as per the client's interest (Note: Depends on feasibility check)
• Competitive Benchmarking
  • Benchmarking of key players based on product portfolio, geographical presence, and strategic alliances

Table of Contents

1 Executive Summary

2 Preface

• 2.1 Abstract
• 2.2 Stake Holders
• 2.3 Research Scope
• 2.4 Research Methodology
  • 2.4.1 Data Mining
  • 2.4.2 Data Analysis
  • 2.4.3 Data Validation
  • 2.4.4 Research Approach
• 2.5 Research Sources
  • 2.5.1 Primary Research Sources
  • 2.5.2 Secondary Research Sources
  • 2.5.3 Assumptions

3 Market Trend Analysis

• 3.1 Introduction
• 3.2 Drivers
• 3.3 Restraints
• 3.4 Opportunities
• 3.5 Threats
• 3.6 End User Analysis
• 3.7 Emerging Markets
• 3.8 Impact of Covid-19

4 Porters Five Force Analysis

• 4.1 Bargaining power of suppliers
• 4.2 Bargaining power of buyers
• 4.3 Threat of substitutes
• 4.4 Threat of new entrants
• 4.5 Competitive rivalry

5 Global Farming As a Service Market, By Service

• 5.1 Introduction
• 5.2 Production Assistance
• 5.3 Access to Markets
• 5.4 Farm Management Solutions
• 5.5 Other Services

6 Global Farming As a Service Market, By Delivery Model

• 6.1 Introduction
• 6.2 Subscription
• 6.3 Pay-per-Use

7 Global Farming As a Service Market, By End User

• 7.1 Introduction
• 7.2 Advisory Bodies
• 7.3 Corporate
• 7.4 Farmers
• 7.5 Financial Institutions
• 7.6 Governments
• 7.7 Other End Users

8 Global Farming As a Service Market, By Geography

• 8.1 Introduction
• 8.2 North America
  • 8.2.1 US
  • 8.2.2 Canada
  • 8.2.3 Mexico
• 8.3 Europe
  • 8.3.1 Germany
  • 8.3.2 UK
  • 8.3.3 Italy
  • 8.3.4 France
  • 8.3.5 Spain
  • 8.3.6 Rest of Europe
• 8.4 Asia Pacific
  • 8.4.1 Japan
  • 8.4.2 China
  • 8.4.3 India
  • 8.4.4 Australia
  • 8.4.5 New Zealand
  • 8.4.6 South Korea
  • 8.4.7 Rest of Asia Pacific
• 8.5 South America
  • 8.5.1 Argentina
  • 8.5.2 Brazil
  • 8.5.3 Chile
  • 8.5.4 Rest of South America
• 8.6 Middle East & Africa
  • 8.6.1 Saudi Arabia
  • 8.6.2 UAE
  • 8.6.3 Qatar
  • 8.6.4 South Africa
  • 8.6.5 Rest of Middle East & Africa

9 Key Developments

• 9.1 Agreements, Partnerships, Collaborations and Joint Ventures
• 9.2 Acquisitions & Mergers
• 9.3 New Product Launch
• 9.4 Expansions
• 9.5 Other Key Strategies

10 Company Profiling

• 10.1 Accenture
• 10.2 Deere & Company
• 10.3 IBM
• 10.4 Trimble Inc.
• 10.5 ITC
• 10.6 AGCO Corporation
• 10.7 CNH Industrial N.V.
• 10.8 Bayer AG
• 10.9 Precision Hawk
• 10.10 Apollo Agriculture
• 10.11 Syngenta AG
• 10.12 Taranis
• 10.13 Mahindra & Mahindra Ltd.