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自動化精密農業

市場調查報告書

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1499772

2024 年精密農業人工智慧全球市場報告

AI In Precision Farming Global Market Report 2024

出版日期: 2024年06月24日 | 出版商:

The Business Research Company | 英文 175 Pages | 商品交期: 2-10個工作天內

價格

簡介目錄

精密農業中人工智慧的市場規模預計在未來幾年將呈指數級成長。 2028年，將以20.0%的年複合成長率（CAGR）成長至16.3億美元。預期的成長是由於物聯網設備的普及、環境問題的日益嚴重、對永續農業的興趣日益濃厚、向智慧農業系統的轉變以及對品質和可追溯性的需求。預計這段時期的主要發展包括與機器人技術的融合、作物監測工具的進步、採用人工智慧來增強供應鏈、技術主導的精準灌溉方法以及決策支援系統的興起。

有限的耕地可望帶動AI領域在精密農業的擴展。耕地作為農業種植的重要基礎，面臨都市化、土壤劣化、氣候變遷等因素的限制。精密農業中的人工智慧透過資料主導的決策和有針對性的干涉措施最佳化資源利用並提高作物生產力，從而應對這些挑戰。例如，根據美國農業部 2022 年 2 月的報告，2021 年美國農場數量和農地總面積與前一年同期比較減少。這種下降凸顯了耕地的壓力，並推動了人工智慧在精密農業市場的成長。

精密農業人工智慧領域的主要企業正積極結成策略合作夥伴關係，以獲得競爭優勢。這些聯盟將利用多個組織的優勢和資源來開發創新解決方案、加速採用並解決農業面臨的關鍵挑戰，從而在推動精密農業中的人工智慧方面發揮關鍵作用。例如，2022年3月，美國無程式碼人工智慧應用開發商Sway AI與美國農業科技公司Trilogy Networks合作，將人工智慧技術融入精密農業。農村雲端舉措(RCI) 內的這種合作關係旨在支持和加速美國農村的數位轉型。透過解決資料碎片化問題，Sway AI 和 Trilogy Networks 旨在整合資訊以增強整個生產過程中的決策。

全球精密農業人工智慧市場：按類型分類的表現與預測，2018-2023、2023-2028F、2033F
機器學習
電腦視覺
其他類型
全球精密農業人工智慧市場：2018-2023、2023-2028F、2033F 的表現和預測（按產品分類）
硬體
軟體
人工智慧服務
服務
全球精密農業人工智慧市場：按應用分類的表現與預測，2018-2023、2023-2028F、2033F
實驗研究
農場管理
個人種植
其他用途

第 7 章區域/國家分析

全球精密農業人工智慧市場：按地區分類的表現與預測，2018-2023、2023-2028F、2033F
全球精密農業人工智慧市場：各國表現與預測，2018-2023、2023-2028F、2033F

第8章亞太市場

第9章中國市場

第10章印度市場

第11章日本市場

第12章澳洲市場

第13章印尼市場

第14章韓國市場

第15章西歐市場

第16章英國市場

第17章德國市場

第18章法國市場

第19章義大利市場

第20章西班牙市場

第21章東歐市場

第22章俄羅斯市場

第23章北美市場

第24章美國市場

第25章加拿大市場

第26章南美洲市場

第27章巴西市場

第28章中東市場

第29章非洲市場

第30章競爭格局及公司概況

精密農業中的人工智慧市場：競爭格局
精密農業中的人工智慧市場：公司簡介
- Microsoft Corporation
- Robert Bosch GmbH
- Intel Corporation
- International Business Machines Corporation
- Bayer AG

第31章其他重大及創新企業

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章競爭基準化分析

第 33 章. 競爭對手儀表板

第34章重大併購

第35章前瞻性與潛力分析

第36章附錄

簡介目錄

Product Code: r17676

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

Gain a truly global perspective with the most comprehensive report available on this market covering 50+ geographies.
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.
Create regional and country strategies on the basis of local data and analysis.
Identify growth segments for investment.
Outperform competitors using forecast data and the drivers and trends shaping the market.
Understand customers based on the latest market shares.
Benchmark performance against key competitors.
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Report will be updated with the latest data and delivered to you within 3-5 working days of order along with an Excel data sheet for easy data extraction and analysis.
All data from the report will also be delivered in an excel dashboard format.

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.

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