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PUBLISHER: Polaris Market Research | PRODUCT CODE: 1421597
PUBLISHER: Polaris Market Research | PRODUCT CODE: 1421597
Artificial Intelligence in Agriculture Market Share, Size, Trends, Industry Analysis Report, By Technology ; By Application; By Component; By Region; Segment Forecast, 2024 - 2032
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The global artificial intelligence in agriculture market size is expected to reach USD 11.96 billion by 2032, according to a new study by Polaris Market Research. The report "Artificial Intelligence in Agriculture Market Share, Size, Trends, Industry Analysis Report, By Technology (Computer Vision, Machine Learning & Deep Learning, and Predictive Analytics); By Application; By Component; By Region; Segment Forecast, 2024 - 2032" gives a detailed insight into current market dynamics and provides analysis on future market growth.
Artificial intelligence methods in agriculture enhance productivity and crop yields. Consequently, agribusiness companies are embracing AI technologies, particularly those based on predictive analytics. AI applications and techniques contribute to pest control, the cultivation of healthier crops, soil monitoring, and the overall optimization of various tasks within the food supply chain. The agriculture sector is progressively incorporating artificial intelligence to enhance the quality and precision of harvests by leveraging farm data analysis.
Moreover, the integration of automation into agriculture plays a pivotal role in resource allocation, involving fertilizers and water distribution, identifying the ideal sowing dates, and weed detection, thus spurring the need for artificial intelligence solutions. This technology further assists in making seed-sowing recommendations by leveraging historical long-term weather records, production data, forecasts for commodity pricing, seed details, and various other inputs. The manifold advantages of AI-driven applications are inspiring numerous technology giants and startups to create IoT-enabled devices, facilitating the widespread implementation of AI applications in agriculture.
The adoption of artificial intelligence techniques is driven, in part, by the scarcity of skilled labor available for agricultural tasks. The diminishing interest of younger generations in the agricultural sector contributes to this labor shortage. Consequently, both private and public entities are making swift investments in AI-based automation systems to counter the labor scarcity challenge. Many countries with aging populations are inclined to embrace such technologies to mitigate the workforce shortage in agriculture. These challenges are anticipated to create numerous growth opportunities for the market.
Additionally, a study published in the National Library of Medicine in June 2021 highlighted the significant impact of coronary artery disease (CAD) on global health. CAD alone is responsible for approximately 610,000 deaths annually, accounting for an estimated one in four deaths and making it the foremost cause of mortality in the United States. With the incidence of CAD rising, there is a growing demand for effective Artificial Intelligence in Agriculture devices to address this pressing medical need. Consequently, this factor is projected to drive the demand for Artificial Intelligence in Agricultures throughout the forecast period.
Artificial Intelligence in Agriculture Market Report Highlights
- In 2022, Predictive analytics, a component of AI, utilizes historical data, machine learning algorithms, and statistical techniques to predict future events or outcomes. In the agricultural sphere, predictive analytics is becoming increasingly significant as it assists farmers in optimizing their operations, making well-informed decisions, and managing risks effectively. These models analyze historical data related to crop yields, weather conditions, soil quality, and other relevant factors to extract valuable insights.
- The software segment dominated the market share throughout the forecast period. One of the primary factors driving the growth of AI software in the agricultural market is its seamless integration with farming machinery, resulting in labor cost savings and real-time data collection. The substantial volume of data stored in the cloud, along with analytical tools, enables farmers to comprehensively manage all aspects of farming. This software notably enhances farmers' ability to respond effectively to changing demands.
- In 2022, the Precision farming segment secured the largest share of revenue. Several pivotal factors underpin the expansion of this market, encompassing heightened water efficiency, diminished reliance on fertilizers and pesticides, and the real-time gathering of diverse crop characteristics. Advanced technologies like IoT, machine learning, sophisticated sensors, and big data analytics play a crucial role in discerning soil nutrient levels, making a substantial contribution to the enhancement of agricultural productivity and the preservation of soil health.
- In 2022, North America asserted its dominance as the largest market. The agricultural sector in North America is wholeheartedly adopting AI technology to boost productivity, streamline resource allocation, and enhance decision-making processes. The region offers a wide array of AI applications in agriculture, including precision farming, remote sensing, crop monitoring, predictive analytics, and automated farming systems. Through the utilization of this technology, farmers can improve crop yields, reduce costs, manage risks, and make well-informed, data-driven decisions
- The global key market players include: Companies such as AgEagle Aerial Systems Inc., aWhere Inc., Deere & Company, Descartes Labs, Inc., ec2ce, GAMAYA, Granular, Inc., IBM Corporation, Microsoft, PrecisionHawk, Prospera Technologies, Taranis, The Climate Corporation, Tule Technologies Inc., VineView.
Polaris Market Research has segmented the Artificial Intelligence in Agriculture market report based on technology, application, component, and region:
Artificial Intelligence in Agriculture, Technology Outlook (Revenue - USD Billion, 2019 - 2032)
- Computer Vision
- Machine Learning & Deep Learning
- Predictive Analytics
Artificial Intelligence in Agriculture, Application Outlook (Revenue - USD Billion, 2019 - 2032)
- Precision Farming
- Agriculture Robots
- Livestock Monitoring
- Drone Analytics
Artificial Intelligence in Agriculture, Component Outlook (Revenue - USD Billion, 2019 - 2032)
- Services
- Software
- Hardware
Artificial Intelligence in Agriculture, Regional Outlook (Revenue - USD Billion, 2019 - 2032)
- North America
- U.S.
- Canada
- Europe
- Germany
- UK
- France
- Italy
- Spain
- Russia
- Netherlands
- Asia Pacific
- China
- India
- Japan
- South Korea
- Indonesia
- Malaysia
- Latin America
- Argentina
- Brazil
- Mexico
- Middle East & Africa
- UAE
- Saudi Arabia
- Israel
- South Africa
Product Code: PM3922
Table of Contents
1. Introduction
- 1.1. Report Description
- 1.1.1. Objectives of the Study
- 1.1.2. Market Scope
- 1.1.3. Assumptions
- 1.2. Stakeholders
2. Executive Summary
- 2.1. Market Highlights
3. Research Methodology
- 3.1. Overview
- 3.1.1. Data Mining
- 3.2. Data Sources
- 3.2.1. Primary Sources
- 3.2.2. Secondary Sources
4. Global Artificial Intelligence in Agriculture Market Insights
- 4.1. Artificial Intelligence in Agriculture Market - Application Snapshot
- 4.2. Artificial Intelligence in Agriculture Market Dynamics
- 4.2.1. Drivers and Opportunities
- 4.2.1.1. Rising population and increased food requirements Facilitate Market Growth
- 4.2.1.2. The scarcity of proficient agricultural laborers serves as a driving force for the implementation of artificial intelligence methods
- 4.2.2. Restraints and Challenges
- 4.2.2.1. Expensive and inexperienced workforce hinders the growth of market
- 4.2.1. Drivers and Opportunities
- 4.3. Porter's Five Forces Analysis
- 4.3.1. Bargaining Power of Suppliers (Moderate)
- 4.3.2. Threats of New Entrants: (Low)
- 4.3.3. Bargaining Power of Buyers (Moderate)
- 4.3.4. Threat of Substitute (Moderate)
- 4.3.5. Rivalry among existing firms (High)
- 4.4. PESTEL Analysis
- 4.5. Artificial Intelligence in Agriculture Market Application Trends
- 4.6. Value Chain Analysis
- 4.7. COVID-19 Impact Analysis
5. Global Artificial Intelligence in Agriculture Market, by Technology
- 5.1. Key Findings
- 5.2. Introduction
- 5.2.1. Global Artificial Intelligence in Agriculture Market, by Technology, 2019-2032 (USD Billion)
- 5.3. Computer Vision
- 5.3.1. Global Artificial Intelligence in Agriculture Market, by Computer Vision, by Region, 2019-2032 (USD Billion)
- 5.4. Machine Learning & Deep Learning
- 5.4.1. Global Artificial Intelligence in Agriculture Market, by Machine Learning & Deep Learning, by Region, 2019-2032 (USD Billion)
- 5.5. Predictive Analytics
- 5.5.1. Global Artificial Intelligence in Agriculture Market, by Predictive Analytics, by Region, 2019-2032 (USD Billion)
6. Global Artificial Intelligence in Agriculture Market, by Component
- 6.1. Key Findings
- 6.2. Introduction
- 6.2.1. Global Artificial Intelligence in Agriculture Market, by Component, 2019-2032 (USD Billion)
- 6.3. Services
- 6.3.1. Global Artificial Intelligence in Agriculture Market, by Services, by Region, 2019-2032 (USD Billion)
- 6.4. Software
- 6.4.1. Global Artificial Intelligence in Agriculture Market, by Software, by Region, 2019-2032 (USD Billion)
- 6.5. Hardware
- 6.5.1. Global Artificial Intelligence in Agriculture Market, by Hardware, by Region, 2019-2032 (USD Billion)
7. Global Artificial Intelligence in Agriculture Market, by Application
- 7.1. Key Findings
- 7.2. Introduction
- 7.2.1. Global Artificial Intelligence in Agriculture Market, by Application, 2019-2032 (USD Billion)
- 7.3. Precision Farming
- 7.3.1. Global Artificial Intelligence in Agriculture Market, by Precision Farming, By Region, 2019-2032 (USD Billion)
- 7.4. Agriculture Robots
- 7.4.1. Global Artificial Intelligence in Agriculture Market, by Agriculture Robots, By Region, 2019-2032 (USD Billion)
- 7.5. Livestock Monitoring
- 7.5.1. Global Artificial Intelligence in Agriculture Market, by Livestock Monitoring, By Region, 2019-2032 (USD Billion)
- 7.6. Drone Analytics
- 7.6.1. Global Artificial Intelligence in Agriculture Market, by Drone Analytics, By Region, 2019-2032 (USD Billion)
8. Global Artificial Intelligence in Agriculture Market, by Geography
- 8.1. Key findings
- 8.2. Introduction
- 8.2.1. Artificial Intelligence in Agriculture Market Assessment, By Geography, 2019-2032 (USD Billion)
- 8.3. Artificial Intelligence in Agriculture Market - North America
- 8.3.1. North America: Artificial Intelligence in Agriculture Market, by Technology, 2019-2032 (USD Billion)
- 8.3.2. North America: Artificial Intelligence in Agriculture Market, by Application, 2019-2032 (USD Billion)
- 8.3.3. North America: Artificial Intelligence in Agriculture Market, by Component, 2019-2032 (USD Billion)
- 8.3.4. Artificial Intelligence in Agriculture Market - U.S.
- 8.3.4.1. U.S.: Artificial Intelligence in Agriculture Market, by Technology, 2019-2032 (USD Billion)
- 8.3.4.2. U.S.: Artificial Intelligence in Agriculture Market, by Application, 2019-2032 (USD Billion)
- 8.3.4.3. U.S.: Artificial Intelligence in Agriculture Market, by Component, 2019-2032 (USD Billion)
- 8.3.5. Artificial Intelligence in Agriculture Market - Canada
- 8.3.5.1. Canada: Artificial Intelligence in Agriculture Market, by Technology, 2019-2032 (USD Billion)
- 8.3.5.2. Canada.: Artificial Intelligence in Agriculture Market, by Application, 2019-2032 (USD Billion)
- 8.3.5.3. Canada: Artificial Intelligence in Agriculture Market, by Component, 2019-2032 (USD Billion)
- 8.4. Artificial Intelligence in Agriculture Market - Europe
- 8.4.1. Europe: Artificial Intelligence in Agriculture Market, by Technology, 2019-2032 (USD Billion)
- 8.4.2. Europe.: Artificial Intelligence in Agriculture Market, by Application, 2019-2032 (USD Billion)
- 8.4.3. Europe: Artificial Intelligence in Agriculture Market, by Component, 2019-2032 (USD Billion)
- 8.4.4. Artificial Intelligence in Agriculture Market - UK
- 8.4.4.1. UK: Artificial Intelligence in Agriculture Market, by Technology, 2019-2032 (USD Billion)
- 8.4.4.2. UK.: Artificial Intelligence in Agriculture Market, by Application, 2019-2032 (USD Billion)
- 8.4.4.3. UK: Artificial Intelligence in Agriculture Market, by Component, 2019-2032 (USD Billion)
- 8.4.5. Artificial Intelligence in Agriculture Market - France
- 8.4.5.1. France: Artificial Intelligence in Agriculture Market, by Technology, 2019-2032 (USD Billion)
- 8.4.5.2. France.: Artificial Intelligence in Agriculture Market, by Application, 2019-2032 (USD Billion)
- 8.4.5.3. France: Artificial Intelligence in Agriculture Market, by Component, 2019-2032 (USD Billion)
- 8.4.6. Artificial Intelligence in Agriculture Market - Germany
- 8.4.6.1. Germany: Artificial Intelligence in Agriculture Market, by Technology, 2019-2032 (USD Billion)
- 8.4.6.2. Germany.: Artificial Intelligence in Agriculture Market, by Application, 2019-2032 (USD Billion)
- 8.4.6.3. Germany: Artificial Intelligence in Agriculture Market, by Component, 2019-2032 (USD Billion)
- 8.4.7. Artificial Intelligence in Agriculture Market - Italy
- 8.4.7.1. Italy: Artificial Intelligence in Agriculture Market, by Technology, 2019-2032 (USD Billion)
- 8.4.7.2. Italy.: Artificial Intelligence in Agriculture Market, by Application, 2019-2032 (USD Billion)
- 8.4.7.3. Italy: Artificial Intelligence in Agriculture Market, by Component, 2019-2032 (USD Billion)
- 8.4.8. Artificial Intelligence in Agriculture Market - Spain
- 8.4.8.1. Spain: Artificial Intelligence in Agriculture Market, by Technology, 2019-2032 (USD Billion)
- 8.4.8.2. Spain.: Artificial Intelligence in Agriculture Market, by Application, 2019-2032 (USD Billion)
- 8.4.8.3. Spain: Artificial Intelligence in Agriculture Market, by Component, 2019-2032 (USD Billion)
- 8.4.9. Artificial Intelligence in Agriculture Market - Netherlands
- 8.4.9.1. Netherlands: Artificial Intelligence in Agriculture Market, by Technology, 2019-2032 (USD Billion)
- 8.4.9.2. Netherlands.: Artificial Intelligence in Agriculture Market, by Application, 2019-2032 (USD Billion)
- 8.4.9.3. Netherlands: Artificial Intelligence in Agriculture Market, by Component, 2019-2032 (USD Billion)
- 8.4.10. Artificial Intelligence in Agriculture Market - Russia
- 8.4.10.1. Russia: Artificial Intelligence in Agriculture Market, by Technology, 2019-2032 (USD Billion)
- 8.4.10.2. Russia.: Artificial Intelligence in Agriculture Market, by Application, 2019-2032 (USD Billion)
- 8.4.10.3. Russia: Artificial Intelligence in Agriculture Market, by Component, 2019-2032 (USD Billion)
- 8.5. Artificial Intelligence in Agriculture Market - Asia Pacific
- 8.5.1. Asia Pacific: Artificial Intelligence in Agriculture Market, by Technology, 2019-2032 (USD Billion)
- 8.5.2. Asia Pacific.: Artificial Intelligence in Agriculture Market, by Application, 2019-2032 (USD Billion)
- 8.5.3. Asia Pacific: Artificial Intelligence in Agriculture Market, by Component, 2019-2032 (USD Billion)
- 8.5.4. Artificial Intelligence in Agriculture Market - China
- 8.5.4.1. China: Artificial Intelligence in Agriculture Market, by Technology, 2019-2032 (USD Billion)
- 8.5.4.2. China.: Artificial Intelligence in Agriculture Market, by Application, 2019-2032 (USD Billion)
- 8.5.4.3. China: Artificial Intelligence in Agriculture Market, by Component, 2019-2032 (USD Billion)
- 8.5.5. Artificial Intelligence in Agriculture Market - India
- 8.5.5.1. India: Artificial Intelligence in Agriculture Market, by Technology, 2019-2032 (USD Billion)
- 8.5.5.2. India.: Artificial Intelligence in Agriculture Market, by Application, 2019-2032 (USD Billion)
- 8.5.5.3. India: Artificial Intelligence in Agriculture Market, by Component, 2019-2032 (USD Billion)
- 8.5.6. Artificial Intelligence in Agriculture Market - Malaysia
- 8.5.6.1. Malaysia: Artificial Intelligence in Agriculture Market, by Technology, 2019-2032 (USD Billion)
- 8.5.6.2. Malaysia.: Artificial Intelligence in Agriculture Market, by Application, 2019-2032 (USD Billion)
- 8.5.6.3. Malaysia: Artificial Intelligence in Agriculture Market, by Component, 2019-2032 (USD Billion)
- 8.5.7. Artificial Intelligence in Agriculture Market - Japan
- 8.5.7.1. Japan: Artificial Intelligence in Agriculture Market, by Technology, 2019-2032 (USD Billion)
- 8.5.7.2. Japan.: Artificial Intelligence in Agriculture Market, by Application, 2019-2032 (USD Billion)
- 8.5.7.3. Japan: Artificial Intelligence in Agriculture Market, by Component, 2019-2032 (USD Billion)
- 8.5.8. Artificial Intelligence in Agriculture Market - Indonesia
- 8.5.8.1. Indonesia: Artificial Intelligence in Agriculture Market, by Technology, 2019-2032 (USD Billion)
- 8.5.8.2. Indonesia.: Artificial Intelligence in Agriculture Market, by Application, 2019-2032 (USD Billion)
- 8.5.8.3. Indonesia: Artificial Intelligence in Agriculture Market, by Component, 2019-2032 (USD Billion)
- 8.5.9. Artificial Intelligence in Agriculture Market - South Korea
- 8.5.9.1. South Korea: Artificial Intelligence in Agriculture Market, by Technology, 2019-2032 (USD Billion)
- 8.5.9.2. South Korea.: Artificial Intelligence in Agriculture Market, by Application, 2019-2032 (USD Billion)
- 8.5.9.3. South Korea: Artificial Intelligence in Agriculture Market, by Component, 2019-2032 (USD Billion)
- 8.6. Artificial Intelligence in Agriculture Market - Middle East & Africa
- 8.6.1. Middle East & Africa: Artificial Intelligence in Agriculture Market, by Technology, 2019-2032 (USD Billion)
- 8.6.2. Middle East & Africa.: Artificial Intelligence in Agriculture Market, by Application, 2019-2032 (USD Billion)
- 8.6.3. Middle East & Africa: Artificial Intelligence in Agriculture Market, by Component, 2019-2032 (USD Billion)
- 8.6.4. Artificial Intelligence in Agriculture Market - Saudi Arabia
- 8.6.4.1. Saudi Arabia: Artificial Intelligence in Agriculture Market, by Technology, 2019-2032 (USD Billion)
- 8.6.4.2. Saudi Arabia.: Artificial Intelligence in Agriculture Market, by Application, 2019-2032 (USD Billion)
- 8.6.4.3. Saudi Arabia: Artificial Intelligence in Agriculture Market, by Component, 2019-2032 (USD Billion)
- 8.6.5. Artificial Intelligence in Agriculture Market - UAE
- 8.6.5.1. UAE: Artificial Intelligence in Agriculture Market, by Technology, 2019-2032 (USD Billion)
- 8.6.5.2. UAE.: Artificial Intelligence in Agriculture Market, by Application, 2019-2032 (USD Billion)
- 8.6.5.3. UAE: Artificial Intelligence in Agriculture Market, by Component, 2019-2032 (USD Billion)
- 8.6.6. Artificial Intelligence in Agriculture Market - Israel
- 8.6.6.1. Israel: Artificial Intelligence in Agriculture Market, by Technology, 2019-2032 (USD Billion)
- 8.6.6.2. Israel.: Artificial Intelligence in Agriculture Market, by Application, 2019-2032 (USD Billion)
- 8.6.6.3. Israel: Artificial Intelligence in Agriculture Market, by Component, 2019-2032 (USD Billion)
- 8.6.7. Artificial Intelligence in Agriculture Market - South Africa
- 8.6.7.1. South Africa: Artificial Intelligence in Agriculture Market, by Technology, 2019-2032 (USD Billion)
- 8.6.7.2. South Africa.: Artificial Intelligence in Agriculture Market, by Application, 2019-2032 (USD Billion)
- 8.6.7.3. South Africa: Artificial Intelligence in Agriculture Market, by Component, 2019-2032 (USD Billion)
- 8.7. Artificial Intelligence in Agriculture Market - Latin America
- 8.7.1. Latin America: Artificial Intelligence in Agriculture Market, by Technology, 2019-2032 (USD Billion)
- 8.7.2. Latin America.: Artificial Intelligence in Agriculture Market, by Application, 2019-2032 (USD Billion)
- 8.7.3. Latin America: Artificial Intelligence in Agriculture Market, by Component, 2019-2032 (USD Billion)
- 8.7.4. Artificial Intelligence in Agriculture Market - Mexico
- 8.7.4.1. Mexico: Artificial Intelligence in Agriculture Market, by Technology, 2019-2032 (USD Billion)
- 8.7.4.2. Mexico.: Artificial Intelligence in Agriculture Market, by Application, 2019-2032 (USD Billion)
- 8.7.4.3. Mexico: Artificial Intelligence in Agriculture Market, by Component, 2019-2032 (USD Billion)
- 8.7.5. Artificial Intelligence in Agriculture Market - Brazil
- 8.7.5.1. Brazil: Artificial Intelligence in Agriculture Market, by Technology, 2019-2032 (USD Billion)
- 8.7.5.2. Brazil.: Artificial Intelligence in Agriculture Market, by Application, 2019-2032 (USD Billion)
- 8.7.5.3. Brazil: Artificial Intelligence in Agriculture Market, by Component, 2019-2032 (USD Billion)
- 8.7.6. Artificial Intelligence in Agriculture Market - Argentina
- 8.7.6.1. Argentina: Artificial Intelligence in Agriculture Market, by Technology, 2019-2032 (USD Billion)
- 8.7.6.2. Argentina.: Artificial Intelligence in Agriculture Market, by Application, 2019-2032 (USD Billion)
- 8.7.6.3. Argentina: Artificial Intelligence in Agriculture Market, by Component, 2019-2032 (USD Billion)
9. Competitive Landscape
- 9.1. Expansion and Acquisition Analysis
- 9.1.1. Expansion
- 9.1.2. Acquisitions
- 9.2. Partnerships/Collaborations/Agreements/Exhibitions
10. Company Profiles
- 10.1. AgEagle Aerial Systems Inc.
- 10.1.1. Company Overview
- 10.1.2. Financial Performance
- 10.1.3. Product Benchmarking
- 10.1.4. Recent Development
- 10.2. aWhere Inc.
- 10.2.1. Company Overview
- 10.2.2. Financial Performance
- 10.2.3. Product Benchmarking
- 10.2.4. Recent Development
- 10.3. Deere & Company
- 10.3.1. Company Overview
- 10.3.2. Financial Performance
- 10.3.3. Product Benchmarking
- 10.3.4. Recent Development
- 10.4. Descartes Labs, Inc.
- 10.4.1. Company Overview
- 10.4.2. Financial Performance
- 10.4.3. Product Benchmarking
- 10.4.4. Recent Development
- 10.5. ec2ce
- 10.5.1. Company Overview
- 10.5.2. Financial Performance
- 10.5.3. Product Benchmarking
- 10.5.4. Recent Development
- 10.6. GAMAYA
- 10.6.1. Company Overview
- 10.6.2. Financial Performance
- 10.6.3. Product Benchmarking
- 10.6.4. Recent Development
- 10.7. Granular, Inc.
- 10.7.1. Company Overview
- 10.7.2. Financial Performance
- 10.7.3. Product Benchmarking
- 10.7.4. Recent Development
- 10.8. IBM Corporation
- 10.8.1. Company Overview
- 10.8.2. Financial Performance
- 10.8.3. Product Benchmarking
- 10.8.4. Recent Development
- 10.9. Microsoft
- 10.9.1. Company Overview
- 10.9.2. Financial Performance
- 10.9.3. Product Benchmarking
- 10.9.4. Recent Development
- 10.10. PrecisionHawk
- 10.10.1. Company Overview
- 10.10.2. Financial Performance
- 10.10.3. Product Benchmarking
- 10.10.4. Recent Development
- 10.11. Prospera Technologies
- 10.11.1. Company Overview
- 10.11.2. Financial Performance
- 10.11.3. Product Benchmarking
- 10.11.4. Recent Development
- 10.12. Taranis
- 10.12.1. Company Overview
- 10.12.2. Financial Performance
- 10.12.3. Product Benchmarking
- 10.12.4. Recent Development
- 10.13. The Climate Corporation
- 10.13.1. Company Overview
- 10.13.2. Financial Performance
- 10.13.3. Product Benchmarking
- 10.13.4. Recent Development
- 10.14. Tule Technologies Inc.weLLgo Medical Products GmbH
- 10.14.1. Company Overview
- 10.14.2. Financial Performance
- 10.14.3. Product Benchmarking
- 10.14.4. Recent Development
- 10.15. VineView
- 10.15.1. Company Overview
- 10.15.2. Financial Performance
- 10.15.3. Product Benchmarking
- 10.15.4. Recent Development
Product Code: PM3922
List of Tables
- Table 1 Global Artificial Intelligence in Agriculture Market, by Technology, 2019-2032 (USD Billion)
- Table 2 Global Artificial Intelligence in Agriculture Market, by Component, 2019-2032 (USD Billion)
- Table 3 Global Artificial Intelligence in Agriculture Market, by Application, 2019-2032 (USD Billion)
- Table 4 Artificial Intelligence in Agriculture Market Assessment, By Geography, 2019-2032 (USD Billion)
- Table 5 North America: Artificial Intelligence in Agriculture Market, by Technology, 2019-2032 (USD Billion)
- Table 6 North America: Artificial Intelligence in Agriculture Market, by Component, 2019-2032 (USD Billion)
- Table 7 North America: Artificial Intelligence in Agriculture Market, by Application, 2019-2032 (USD Billion)
- Table 8 U.S.: Artificial Intelligence in Agriculture Market, by Technology, 2019-2032 (USD Billion)
- Table 9 U.S.: Artificial Intelligence in Agriculture Market, by Component, 2019-2032 (USD Billion)
- Table 10 U.S.: Artificial Intelligence in Agriculture Market, by Application, 2019-2032 (USD Billion)
- Table 11 Canada: Artificial Intelligence in Agriculture Market, by Technology, 2019-2032 (USD Billion)
- Table 12 Canada: Artificial Intelligence in Agriculture Market, by Component, 2019-2032 (USD Billion)
- Table 13 Canada: Artificial Intelligence in Agriculture Market, by Application, 2019-2032 (USD Billion)
- Table 14 Europe: Artificial Intelligence in Agriculture Market, by Technology, 2019-2032 (USD Billion)
- Table 15 Europe: Artificial Intelligence in Agriculture Market, by Component, 2019-2032 (USD Billion)
- Table 16 Europe: Artificial Intelligence in Agriculture Market, by Application, 2019-2032 (USD Billion)
- Table 17 UK: Artificial Intelligence in Agriculture Market, by Technology, 2019-2032 (USD Billion)
- Table 18 UK: Artificial Intelligence in Agriculture Market, by Component, 2019-2032 (USD Billion)
- Table 19 UK: Artificial Intelligence in Agriculture Market, by Application, 2019-2032 (USD Billion)
- Table 20 France: Artificial Intelligence in Agriculture Market, by Technology, 2019-2032 (USD Billion)
- Table 21 France: Artificial Intelligence in Agriculture Market, by Component, 2019-2032 (USD Billion)
- Table 22 France: Artificial Intelligence in Agriculture Market, by Application, 2019-2032 (USD Billion)
- Table 23 Germany: Artificial Intelligence in Agriculture Market, by Technology, 2019-2032 (USD Billion)
- Table 24 Germany: Artificial Intelligence in Agriculture Market, by Component, 2019-2032 (USD Billion)
- Table 25 Germany: Artificial Intelligence in Agriculture Market, by Application, 2019-2032 (USD Billion)
- Table 26 Italy: Artificial Intelligence in Agriculture Market, by Technology, 2019-2032 (USD Billion)
- Table 27 Italy: Artificial Intelligence in Agriculture Market, by Component, 2019-2032 (USD Billion)
- Table 28 Italy: Artificial Intelligence in Agriculture Market, by Application, 2019-2032 (USD Billion)
- Table 29 Spain: Artificial Intelligence in Agriculture Market, by Technology, 2019-2032 (USD Billion)
- Table 30 Spain: Artificial Intelligence in Agriculture Market, by Component, 2019-2032 (USD Billion)
- Table 31 Spain: Artificial Intelligence in Agriculture Market, by Application, 2019-2032 (USD Billion)
- Table 32 Netherlands: Artificial Intelligence in Agriculture Market, by Technology, 2019-2032 (USD Billion)
- Table 33 Netherlands: Artificial Intelligence in Agriculture Market, by Component, 2019-2032 (USD Billion)
- Table 34 Netherlands: Artificial Intelligence in Agriculture Market, by Application, 2019-2032 (USD Billion)
- Table 35 Russia: Artificial Intelligence in Agriculture Market, by Technology, 2019-2032 (USD Billion)
- Table 36 Russia: Artificial Intelligence in Agriculture Market, by Component, 2019-2032 (USD Billion)
- Table 37 Russia: Artificial Intelligence in Agriculture Market, by Application, 2019-2032 (USD Billion)
- Table 38 Asia Pacific: Artificial Intelligence in Agriculture Market, by Technology, 2019-2032 (USD Billion)
- Table 39 Asia Pacific: Artificial Intelligence in Agriculture Market, by Component, 2019-2032 (USD Billion)
- Table 40 Asia Pacific: Artificial Intelligence in Agriculture Market, by Application, 2019-2032 (USD Billion)
- Table 41 China: Artificial Intelligence in Agriculture Market, by Technology, 2019-2032 (USD Billion)
- Table 42 China: Artificial Intelligence in Agriculture Market, by Component, 2019-2032 (USD Billion)
- Table 43 China: Artificial Intelligence in Agriculture Market, by Application, 2019-2032 (USD Billion)
- Table 44 India: Artificial Intelligence in Agriculture Market, by Technology, 2019-2032 (USD Billion)
- Table 45 India: Artificial Intelligence in Agriculture Market, by Component, 2019-2032 (USD Billion)
- Table 46 India: Artificial Intelligence in Agriculture Market, by Application, 2019-2032 (USD Billion)
- Table 47 Malaysia: Artificial Intelligence in Agriculture Market, by Technology, 2019-2032 (USD Billion)
- Table 48 Malaysia: Artificial Intelligence in Agriculture Market, by Component, 2019-2032 (USD Billion)
- Table 49 Malaysia: Artificial Intelligence in Agriculture Market, by Application, 2019-2032 (USD Billion)
- Table 50 Japan: Artificial Intelligence in Agriculture Market, by Technology, 2019-2032 (USD Billion)
- Table 51 Japan: Artificial Intelligence in Agriculture Market, by Component, 2019-2032 (USD Billion)
- Table 52 Japan: Artificial Intelligence in Agriculture Market, by Application, 2019-2032 (USD Billion)
- Table 53 Indonesia: Artificial Intelligence in Agriculture Market, by Technology, 2019-2032 (USD Billion)
- Table 54 Indonesia: Artificial Intelligence in Agriculture Market, by Component, 2019-2032 (USD Billion)
- Table 55 Indonesia: Artificial Intelligence in Agriculture Market, by Application, 2019-2032 (USD Billion)
- Table 56 South Korea: Artificial Intelligence in Agriculture Market, by Technology, 2019-2032 (USD Billion)
- Table 57 South Korea: Artificial Intelligence in Agriculture Market, by Component, 2019-2032 (USD Billion)
- Table 58 South Korea: Artificial Intelligence in Agriculture Market, by Application, 2019-2032 (USD Billion)
- Table 59 Middle East & Africa: Artificial Intelligence in Agriculture Market, by Technology, 2019-2032 (USD Billion)
- Table 60 Middle East & Africa: Artificial Intelligence in Agriculture Market, by Component, 2019-2032 (USD Billion)
- Table 61 Middle East & Africa: Artificial Intelligence in Agriculture Market, by Application, 2019-2032 (USD Billion)
- Table 62 Saudi Arabia: Artificial Intelligence in Agriculture Market, by Technology, 2019-2032 (USD Billion)
- Table 63 Saudi Arabia: Artificial Intelligence in Agriculture Market, by Component, 2019-2032 (USD Billion)
- Table 64 Saudi Arabia: Artificial Intelligence in Agriculture Market, by Application, 2019-2032 (USD Billion)
- Table 65 UAE: Artificial Intelligence in Agriculture Market, by Technology, 2019-2032 (USD Billion)
- Table 66 UAE: Artificial Intelligence in Agriculture Market, by Component, 2019-2032 (USD Billion)
- Table 67 UAE: Artificial Intelligence in Agriculture Market, by Application, 2019-2032 (USD Billion)
- Table 68 Israel: Artificial Intelligence in Agriculture Market, by Technology, 2019-2032 (USD Billion)
- Table 69 Israel: Artificial Intelligence in Agriculture Market, by Component, 2019-2032 (USD Billion)
- Table 70 Israel: Artificial Intelligence in Agriculture Market, by Application, 2019-2032 (USD Billion)
- Table 71 South Africa: Artificial Intelligence in Agriculture Market, by Technology, 2019-2032 (USD Billion)
- Table 72 South Africa: Artificial Intelligence in Agriculture Market, by Component, 2019-2032 (USD Billion)
- Table 73 South Africa: Artificial Intelligence in Agriculture Market, by Application, 2019-2032 (USD Billion)
- Table 74 Latin America: Artificial Intelligence in Agriculture Market, by Technology, 2019-2032 (USD Billion)
- Table 75 Latin America: Artificial Intelligence in Agriculture Market, by Component, 2019-2032 (USD Billion)
- Table 76 Latin America: Artificial Intelligence in Agriculture Market, by Application, 2019-2032 (USD Billion)
- Table 77 Mexico: Artificial Intelligence in Agriculture Market, by Technology, 2019-2032 (USD Billion)
- Table 78 Mexico: Artificial Intelligence in Agriculture Market, by Component, 2019-2032 (USD Billion)
- Table 79 Mexico: Artificial Intelligence in Agriculture Market, by Application, 2019-2032 (USD Billion)
- Table 80 Brazil: Artificial Intelligence in Agriculture Market, by Technology, 2019-2032 (USD Billion)
- Table 81 Brazil: Artificial Intelligence in Agriculture Market, by Component, 2019-2032 (USD Billion)
- Table 82 Brazil: Artificial Intelligence in Agriculture Market, by Application, 2019-2032 (USD Billion)
- Table 83 Argentina: Artificial Intelligence in Agriculture Market, by Technology, 2019-2032 (USD Billion)
- Table 84 Argentina: Artificial Intelligence in Agriculture Market, by Component, 2019-2032 (USD Billion)
- Table 85 Argentina: Artificial Intelligence in Agriculture Market, by Application, 2019-2032 (USD Billion)
List of Figures
- Figure 1. Global Artificial Intelligence in Agriculture Market, 2019-2032 (USD Billion)
- Figure 2. Integrated Ecosystem
- Figure 3. Research Methodology: Top-Down & Bottom-Up Approach
- Figure 4. Market by Geography
- Figure 5. Porter's Five Forces
- Figure 6. Market by Component
- Figure 7. Global Artificial Intelligence in Agriculture Market, by Component, 2022 & 2032 (USD Billion)
- Figure 8. Market by Technology
- Figure 9. Global Artificial Intelligence in Agriculture Market, by Technology, 2022 & 2032 (USD Billion)
- Figure 10. Market by Application
- Figure 11. Global Artificial Intelligence in Agriculture Market, by Application, 2022 & 2032 (USD Billion)
- Figure 12. Artificial Intelligence in Agriculture Market Assessment, By Geography, 2019-2032 (USD Billion)
- Figure 13. Strategic Analysis - Artificial Intelligence in Agriculture Market
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