精密農業におけるAIの世界市場レポート 2024年

精密農業におけるAIの市場規模は、今後数年で飛躍的な成長が見込まれます。2028年には年間平均成長率（CAGR）20.0％で16億3,000万米ドルに成長します。今後予測される成長は、IoTデバイスの普及、環境問題の深刻化、持続可能な農業への関心の高まり、スマート農業システムへの移行、品質とトレーサビリティの要求によるものです。この期間に予想される主な発展には、ロボット工学との融合、作物モニタリングツールの進歩、サプライチェーン強化のためのAIの採用、技術主導の精密灌漑方法、意思決定支援システムの台頭が含まれます。

耕作可能な土地が限られていることが、精密農業におけるAI分野の拡大を促進すると予測されます。農業耕作に不可欠な耕地は、都市化、土壌劣化、気候変動などの要因による制約に直面しています。精密農業におけるAIは、データ主導の意思決定と的を絞った介入によって資源利用を最適化し、農作物の生産性を高めることで、こうした課題に対処します。例えば、米国農務省が2022年2月に報告したように、米国では2021年に農家数と農地総面積が前年比で減少しました。この減少は、耕地への圧力を強調し、精密農業におけるAI市場の成長を促進します。

精密農業におけるAI分野の主要企業は、競争優位性を獲得するために戦略的パートナーシップを積極的に結んでいます。これらの提携は、複数の組織の強みとリソースを活用して革新的なソリューションを開発し、採用を促進し、農業の主要課題に取り組むことで、精密農業におけるAIを発展させる上で主な役割を果たしています。例えば、2022年3月、米国を拠点とするノーコード人工知能アプリケーションの開発企業であるSway AIは、米国を拠点とする農業技術企業であるTrilogy Networksと提携し、AI技術を精密農業に統合しました。農村クラウド・イニシアチブ（RCI）内でのこの提携は、アメリカの農村部のデジタル・トランスフォーメーションを支援し、加速させることを目的としています。データの断片化という問題に取り組むことで、スウェイAIとトリロジー・ネットワークスは、情報を組み合わせることで生産プロセス全体の意思決定を強化することを目指しています。

目次

第1章 エグゼクティブサマリー

第2章 市場の特徴

第3章 市場動向と戦略

第4章 マクロ経済シナリオ

• 高インフレが市場に与える影響
• ウクライナ・ロシア戦争が市場に与える影響
• COVID-19による市場への影響

第5章 世界の市場規模と成長

• 世界の精密農業におけるAI市場：促進要因と抑制要因
  • 市場促進要因
  • 市場抑制要因
• 世界の精密農業におけるAI市場の実績：規模と成長, 2018-2023
• 世界の精密農業におけるAI市場の予測：規模と成長, 2023-2028, 2033F

第6章 市場セグメンテーション

• 世界の精密農業におけるAI市場：タイプ別、実績と予測, 2018-2023, 2023-2028F, 2033F
• 機械学習
• コンピュータビジョン
• その他のタイプ
• 世界の精密農業におけるAI市場：提供別、実績と予測, 2018-2023, 2023-2028F, 2033F
• ハードウェア
• ソフトウェア
• AIサービス
• サービス
• 世界の精密農業におけるAI市場：用途別、実績と予測, 2018-2023, 2023-2028F, 2033F
• 実験研究
• 農場経営
• 個人植栽
• その他の用途

第7章 地域別・国別分析

• 世界の精密農業におけるAI市場：地域別、実績と予測, 2018-2023, 2023-2028F, 2033F
• 世界の精密農業におけるAI市場：国別、実績と予測, 2018-2023, 2023-2028F, 2033F

第8章 アジア太平洋市場

第9章 中国市場

第10章 インド市場

第11章 日本市場

第12章 オーストラリア市場

第13章 インドネシア市場

第14章 韓国市場

第15章 西欧市場

第16章 英国市場

第17章 ドイツ市場

第18章 フランス市場

第19章 イタリア市場

第20章 スペイン市場

第21章 東欧市場

第22章 ロシア市場

第23章 北米市場

第24章 米国市場

第25章 カナダ市場

第26章 南米市場

第27章 ブラジル市場

第28章 中東市場

第29章 アフリカ市場

第30章 競合情勢と企業プロファイル

• 精密農業におけるAI市場：競合情勢
• 精密農業におけるAI市場：企業プロファイル
  • Microsoft Corporation
  • Robert Bosch GmbH
  • Intel Corporation
  • International Business Machines Corporation
  • Bayer AG

第31章 その他の大手企業と革新的企業

• Deere & Company
• SAP SE
• Yara International ASA
• DTN LLC
• FarmWise Labs Inc.
• Taranis Visual Ltd.
• Blue River Technology Inc.
• Agworld Inc.
• Ceres Imaging Inc.
• PrecisionHawk Inc.
• FarmLogs Inc.
• Prospera Technologies Ltd.
• Arable Labs Inc.
• Agribotix LLC
• Resson Aerospace Corporation

第32章 競合ベンチマーキング

第33章 競合ダッシュボード

第34章 主要な合併と買収

第35章 将来の見通しと潜在的な分析

第36章 付録

Precision farming integrates artificial intelligence (AI) technologies into agricultural processes to optimize crop yield, minimize resource usage, and enhance overall farm efficiency. Its purpose is to empower farmers with data-driven insights to boost productivity, sustainability, and profitability.

The primary AI techniques in precision farming include machine learning, computer vision, and others. Machine learning, a subset of AI, enables systems to learn and improve autonomously by analyzing data and recognizing patterns to make predictions or decisions without explicit programming. It is available in different forms such as hardware, software, AI-as-a-service, and services, catering to various applications like research, farm management, customized cultivation, and more

The AI in precision farming market research report is one of a series of new reports from The Business Research Company that provides AI in precision farming market statistics, including AI in precision farming industry global market size, regional shares, competitors with AI in precision farming market share, detailed AI in precision farming market segments, market trends, and opportunities, and any further data you may need to thrive in the AI in precision farming industry. This AI in precision farming market research report delivers a complete perspective of everything you need, with an in-depth analysis of the current and future scenarios of the industry.

The AI in precision farming market size has grown rapidly in recent years. It will grow from $0.66 billion in 2023 to $0.78 billion in 2024 at a compound annual growth rate (CAGR) of 19.5%. The rise during the historical period can be credited to the advancement of AI algorithms, heightened requirements for food production, cost-saving measures, environmental sustainability efforts, and governmental backing and subsidies.

The AI in precision farming market size is expected to see exponential growth in the next few years. It will grow to $1.63 billion in 2028 at a compound annual growth rate (CAGR) of 20.0%. The increase projected for the upcoming period can be credited to the uptake of IoT devices, growing environmental worries, rising interest in sustainable agriculture, a transition to smart farming systems, and a call for quality and traceability. Key developments anticipated during this period encompass the merging with robotics, advancements in crop monitoring tools, the embracing of AI for enhancing supply chains, technology-led precision irrigation methods, and the rise of decision support systems.

Limited availability of arable land is projected to drive the expansion of the AI in precision farming sector. Arable land, essential for agricultural cultivation, faces constraints due to factors such as urbanization, soil degradation, and climate change. AI in precision farming addresses these challenges by optimizing resource utilization and enhancing crop productivity through data-driven decisions and targeted interventions. For example, as reported by the United States Department of Agriculture in February 2022, the US witnessed a decrease in the number of farms and total land in farms in 2021 compared to the previous year. This decline underscores the pressure on arable land, which in turn fuels the growth of the AI in precision farming market.

Key players in the AI in precision farming sector are actively forging strategic partnerships to gain a competitive advantage. These collaborations are pivotal in advancing AI in precision farming by leveraging the strengths and resources of multiple organizations to develop innovative solutions, drive adoption, and tackle agriculture's key challenges. For instance, in March 2022, Sway AI, a US-based developer of no-code artificial intelligence applications, partnered with Trilogy Networks, a US-based agriculture technology company, to integrate AI technology into precision farming. This collaboration, within the Rural Cloud Initiative (RCI), aims to support and accelerate rural America's digital transformation. By addressing the issue of data fragmentation, Sway AI and Trilogy Networks aim to enhance decision-making across the entire production process through combined information.

In March 2024, GEA Group AG, a Germany-based industrial machinery company, acquired CattleEye Ltd. to bolster its portfolio with CattleEye's advanced AI solution for early detection of lameness in dairy cows. This acquisition underscores GEA's commitment to enhancing animal health and welfare as part of its Next Generation Farming strategy. CattleEye Ltd., based in the UK, specializes in developing AI solutions for precision farming, particularly for the dairy farming sector.

Major companies operating in the AI in precision farming market are Microsoft Corporation, Robert Bosch GmbH, Intel Corporation, International Business Machines Corporation, Bayer AG, Deere & Company, SAP SE, Yara International ASA, DTN LLC, FarmWise Labs Inc., Taranis Visual Ltd., Blue River Technology Inc., Agworld Inc., Ceres Imaging Inc., PrecisionHawk Inc., FarmLogs Inc., Prospera Technologies Ltd., Arable Labs Inc., Agribotix LLC, Resson Aerospace Corporation

North America was the largest region in the AI in precision farming market in 2023. Europe is expected to be the fastest-growing region in the forecast period. The regions covered in the AI in precision farming market report are Asia-Pacific, Western Europe, Eastern Europe, North America, South America, Middle East, Africa.

The countries covered in the AI in precision farming market report are Australia, Brazil, China, France, Germany, India, Indonesia, Japan, Russia, South Korea, UK, USA, Canada, Italy, Spain.

The AI in precision farming market consists of revenues earned by entities by providing services such as data analytics services, integration services, and telematics services. The market value includes the value of related goods sold by the service provider or included within the service offering. The AI in precision farming market also includes sales of sensors, drones with imaging systems, satellite imaging systems, automated farming equipment, and IoT devices used to increase agriculture productivity. Values in this market are 'factory gate' values, that is the value of goods sold by the manufacturers or creators of the goods, whether to other entities (including downstream manufacturers, wholesalers, distributors, and retailers) or directly to end customers. The value of goods in this market includes related services sold by the creators of the goods.

The market value is defined as the revenues that enterprises gain from the sale of goods and/or services within the specified market and geography through sales, grants, or donations in terms of the currency (in USD, unless otherwise specified).

The revenues for a specified geography are consumption values that are revenues generated by organizations in the specified geography within the market, irrespective of where they are produced. It does not include revenues from resales along the supply chain, either further along the supply chain or as part of other products.

AI In Precision Farming Global Market Report 2024 from The Business Research Company provides strategists, marketers and senior management with the critical information they need to assess the market.

This report focuses on AI in precision farming market which is experiencing strong growth. The report gives a guide to the trends which will be shaping the market over the next ten years and beyond.

Reasons to Purchase

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• Understand how the market has been affected by the COVID-19 and how it is responding as the impact of the virus abates.
• Assess the Russia - Ukraine war's impact on agriculture, energy and mineral commodity supply and its direct and indirect impact on the market.
• Measure the impact of high global inflation on market growth.
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Where is the largest and fastest growing market for AI in precision farming? How does the market relate to the overall economy, demography and other similar markets? What forces will shape the market going forward? The AI in precision farming market global report from the Business Research Company answers all these questions and many more.

The report covers market characteristics, size and growth, segmentation, regional and country breakdowns, competitive landscape, market shares, trends and strategies for this market. It traces the market's historic and forecast market growth by geography.

• The market characteristics section of the report defines and explains the market.
• The market size section gives the market size ($b) covering both the historic growth of the market, and forecasting its development.
• The forecasts are made after considering the major factors currently impacting the market. These include:

The impact of sanctions, supply chain disruptions, and altered demand for goods and services due to the Russian Ukraine war, impacting various macro-economic factors and parameters in the Eastern European region and its subsequent effect on global markets.

The impact of higher inflation in many countries and the resulting spike in interest rates.

The continued but declining impact of COVID-19 on supply chains and consumption patterns.

• Market segmentations break down the market into sub markets.
• The regional and country breakdowns section gives an analysis of the market in each geography and the size of the market by geography and compares their historic and forecast growth. It covers the growth trajectory of COVID-19 for all regions, key developed countries and major emerging markets.
• The competitive landscape chapter gives a description of the competitive nature of the market, market shares, and a description of the leading companies. Key financial deals which have shaped the market in recent years are identified.
• The trends and strategies section analyses the shape of the market as it emerges from the crisis and suggests how companies can grow as the market recovers.

Scope

• Markets Covered:1) By Type: Machine Learning; Computer Vision; Other Types
• 2) By Offering: Hardware; Software; AI-as-a-Service; Service
• 3) By Application: Experimental Study; Farm Management; Private Planting; Other Applications
• Companies Mentioned: Microsoft Corporation; Robert Bosch GmbH; Intel Corporation; International Business Machines Corporation; Bayer AG
• Countries: Australia; Brazil; China; France; Germany; India; Indonesia; Japan; Russia; South Korea; UK; USA; Canada; Italy; Spain
• Regions: Asia-Pacific; Western Europe; Eastern Europe; North America; South America; Middle East; Africa
• Time series: Five years historic and ten years forecast.
• Data: Ratios of market size and growth to related markets, GDP proportions, expenditure per capita,
• Data segmentations: country and regional historic and forecast data, market share of competitors, market segments.
• Sourcing and Referencing: Data and analysis throughout the report is sourced using end notes.
• Delivery format: PDF, Word and Excel Data Dashboard.

Table of Contents

1. Executive Summary

2. AI In Precision Farming Market Characteristics

3. AI In Precision Farming Market Trends And Strategies

4. AI In Precision Farming Market - Macro Economic Scenario

• 4.1. Impact Of High Inflation On The Market
• 4.2. Ukraine-Russia War Impact On The Market
• 4.3. COVID-19 Impact On The Market

5. Global AI In Precision Farming Market Size and Growth

• 5.1. Global AI In Precision Farming Market Drivers and Restraints
  • 5.1.1. Drivers Of The Market
  • 5.1.2. Restraints Of The Market
• 5.2. Global AI In Precision Farming Historic Market Size and Growth, 2018 - 2023, Value ($ Billion)
• 5.3. Global AI In Precision Farming Forecast Market Size and Growth, 2023 - 2028, 2033F, Value ($ Billion)

6. AI In Precision Farming Market Segmentation

• 6.1. Global AI In Precision Farming Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
• Machine Learning
• Computer Vision
• Other Types
• 6.2. Global AI In Precision Farming Market, Segmentation By Offering, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
• Hardware
• Software
• AI-as-a-Service
• Service
• 6.3. Global AI In Precision Farming Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
• Experimental Study
• Farm Management
• Private Planting
• Other Applications

7. AI In Precision Farming Market Regional And Country Analysis

• 7.1. Global AI In Precision Farming Market, Split By Region, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
• 7.2. Global AI In Precision Farming Market, Split By Country, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

8. Asia-Pacific AI In Precision Farming Market

• 8.1. Asia-Pacific AI In Precision Farming Market Overview
• Region Information, Impact Of COVID-19, Market Information, Background Information, Government Initiatives, Regulations, Regulatory Bodies, Major Associations, Taxes Levied, Corporate Tax Structure, Investments, Major Companies
• 8.2. Asia-Pacific AI In Precision Farming Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
• 8.3. Asia-Pacific AI In Precision Farming Market, Segmentation By Offering, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
• 8.4. Asia-Pacific AI In Precision Farming Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

9. China AI In Precision Farming Market

• 9.1. China AI In Precision Farming Market Overview
• 9.2. China AI In Precision Farming Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F,$ Billion
• 9.3. China AI In Precision Farming Market, Segmentation By Offering, Historic and Forecast, 2018-2023, 2023-2028F, 2033F,$ Billion
• 9.4. China AI In Precision Farming Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F,$ Billion

10. India AI In Precision Farming Market

• 10.1. India AI In Precision Farming Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
• 10.2. India AI In Precision Farming Market, Segmentation By Offering, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
• 10.3. India AI In Precision Farming Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

11. Japan AI In Precision Farming Market

• 11.1. Japan AI In Precision Farming Market Overview
• 11.2. Japan AI In Precision Farming Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
• 11.3. Japan AI In Precision Farming Market, Segmentation By Offering, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
• 11.4. Japan AI In Precision Farming Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

12. Australia AI In Precision Farming Market

• 12.1. Australia AI In Precision Farming Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
• 12.2. Australia AI In Precision Farming Market, Segmentation By Offering, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
• 12.3. Australia AI In Precision Farming Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

13. Indonesia AI In Precision Farming Market

• 13.1. Indonesia AI In Precision Farming Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
• 13.2. Indonesia AI In Precision Farming Market, Segmentation By Offering, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
• 13.3. Indonesia AI In Precision Farming Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

14. South Korea AI In Precision Farming Market

• 14.1. South Korea AI In Precision Farming Market Overview
• 14.2. South Korea AI In Precision Farming Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
• 14.3. South Korea AI In Precision Farming Market, Segmentation By Offering, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
• 14.4. South Korea AI In Precision Farming Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

15. Western Europe AI In Precision Farming Market

• 15.1. Western Europe AI In Precision Farming Market Overview
• 15.2. Western Europe AI In Precision Farming Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
• 15.3. Western Europe AI In Precision Farming Market, Segmentation By Offering, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
• 15.4. Western Europe AI In Precision Farming Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

16. UK AI In Precision Farming Market

• 16.1. UK AI In Precision Farming Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
• 16.2. UK AI In Precision Farming Market, Segmentation By Offering, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
• 16.3. UK AI In Precision Farming Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

17. Germany AI In Precision Farming Market

• 17.1. Germany AI In Precision Farming Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
• 17.2. Germany AI In Precision Farming Market, Segmentation By Offering, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
• 17.3. Germany AI In Precision Farming Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

18. France AI In Precision Farming Market

• 18.1. France AI In Precision Farming Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
• 18.2. France AI In Precision Farming Market, Segmentation By Offering, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
• 18.3. France AI In Precision Farming Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

19. Italy AI In Precision Farming Market

• 19.1. Italy AI In Precision Farming Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
• 19.2. Italy AI In Precision Farming Market, Segmentation By Offering, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
• 19.3. Italy AI In Precision Farming Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

20. Spain AI In Precision Farming Market

• 20.1. Spain AI In Precision Farming Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
• 20.2. Spain AI In Precision Farming Market, Segmentation By Offering, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
• 20.3. Spain AI In Precision Farming Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

21. Eastern Europe AI In Precision Farming Market

• 21.1. Eastern Europe AI In Precision Farming Market Overview
• 21.2. Eastern Europe AI In Precision Farming Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
• 21.3. Eastern Europe AI In Precision Farming Market, Segmentation By Offering, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
• 21.4. Eastern Europe AI In Precision Farming Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

22. Russia AI In Precision Farming Market

• 22.1. Russia AI In Precision Farming Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
• 22.2. Russia AI In Precision Farming Market, Segmentation By Offering, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
• 22.3. Russia AI In Precision Farming Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

23. North America AI In Precision Farming Market

• 23.1. North America AI In Precision Farming Market Overview
• 23.2. North America AI In Precision Farming Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
• 23.3. North America AI In Precision Farming Market, Segmentation By Offering, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
• 23.4. North America AI In Precision Farming Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

24. USA AI In Precision Farming Market

• 24.1. USA AI In Precision Farming Market Overview
• 24.2. USA AI In Precision Farming Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
• 24.3. USA AI In Precision Farming Market, Segmentation By Offering, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
• 24.4. USA AI In Precision Farming Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

25. Canada AI In Precision Farming Market

• 25.1. Canada AI In Precision Farming Market Overview
• 25.2. Canada AI In Precision Farming Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
• 25.3. Canada AI In Precision Farming Market, Segmentation By Offering, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
• 25.4. Canada AI In Precision Farming Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

26. South America AI In Precision Farming Market

• 26.1. South America AI In Precision Farming Market Overview
• 26.2. South America AI In Precision Farming Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
• 26.3. South America AI In Precision Farming Market, Segmentation By Offering, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
• 26.4. South America AI In Precision Farming Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

27. Brazil AI In Precision Farming Market

• 27.1. Brazil AI In Precision Farming Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
• 27.2. Brazil AI In Precision Farming Market, Segmentation By Offering, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
• 27.3. Brazil AI In Precision Farming Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

28. Middle East AI In Precision Farming Market

• 28.1. Middle East AI In Precision Farming Market Overview
• 28.2. Middle East AI In Precision Farming Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
• 28.3. Middle East AI In Precision Farming Market, Segmentation By Offering, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
• 28.4. Middle East AI In Precision Farming Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

29. Africa AI In Precision Farming Market

• 29.1. Africa AI In Precision Farming Market Overview
• 29.2. Africa AI In Precision Farming Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
• 29.3. Africa AI In Precision Farming Market, Segmentation By Offering, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
• 29.4. Africa AI In Precision Farming Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

30. AI In Precision Farming Market Competitive Landscape And Company Profiles

• 30.1. AI In Precision Farming Market Competitive Landscape
• 30.2. AI In Precision Farming Market Company Profiles
  • 30.2.1. Microsoft Corporation
    • 30.2.1.1. Overview
    • 30.2.1.2. Products and Services
    • 30.2.1.3. Strategy
    • 30.2.1.4. Financial Performance
  • 30.2.2. Robert Bosch GmbH
    • 30.2.2.1. Overview
    • 30.2.2.2. Products and Services
    • 30.2.2.3. Strategy
    • 30.2.2.4. Financial Performance
  • 30.2.3. Intel Corporation
    • 30.2.3.1. Overview
    • 30.2.3.2. Products and Services
    • 30.2.3.3. Strategy
    • 30.2.3.4. Financial Performance
  • 30.2.4. International Business Machines Corporation
    • 30.2.4.1. Overview
    • 30.2.4.2. Products and Services
    • 30.2.4.3. Strategy
    • 30.2.4.4. Financial Performance
  • 30.2.5. Bayer AG
    • 30.2.5.1. Overview
    • 30.2.5.2. Products and Services
    • 30.2.5.3. Strategy
    • 30.2.5.4. Financial Performance

31. AI In Precision Farming Market Other Major And Innovative Companies

• 31.1. Deere & Company
• 31.2. SAP SE
• 31.3. Yara International ASA
• 31.4. DTN LLC
• 31.5. FarmWise Labs Inc.
• 31.6. Taranis Visual Ltd.
• 31.7. Blue River Technology Inc.
• 31.8. Agworld Inc.
• 31.9. Ceres Imaging Inc.
• 31.10. PrecisionHawk Inc.
• 31.11. FarmLogs Inc.
• 31.12. Prospera Technologies Ltd.
• 31.13. Arable Labs Inc.
• 31.14. Agribotix LLC
• 31.15. Resson Aerospace Corporation

32. Global AI In Precision Farming Market Competitive Benchmarking

33. Global AI In Precision Farming Market Competitive Dashboard

34. Key Mergers And Acquisitions In The AI In Precision Farming Market

35. AI In Precision Farming Market Future Outlook and Potential Analysis

• 35.1 AI In Precision Farming Market In 2028 - Countries Offering Most New Opportunities
• 35.2 AI In Precision Farming Market In 2028 - Segments Offering Most New Opportunities
• 35.3 AI In Precision Farming Market In 2028 - Growth Strategies
  • 35.3.1 Market Trend Based Strategies
  • 35.3.2 Competitor Strategies

36. Appendix

• 36.1. Abbreviations
• 36.2. Currencies
• 36.3. Historic And Forecast Inflation Rates
• 36.4. Research Inquiries
• 36.5. The Business Research Company
• 36.6. Copyright And Disclaimer