Ai In Agriculture Market Bwc19397
AI in Agriculture Market - Global Size, Share, Trend Analysis, Opportunity and Forecast, 2019–2030, Segmented By Offerings (Hardware, Software, AI-as-a-Service (AIaaS), Services); By Technology (Machine Learning (ML), Computer Vision, Predictive Analytics, Natural Language Processing (NLP)); By Deployment (Cloud, On-Premises, Hybrid); By Applications (Precision Farming, Livestock Monitoring, Drone Analytics, Agriculture Robots, Labor Management, Crop Management, Irrigation Management); By End User (Farmers/Growers, Agriculture Cooperatives, Food Processing Companies); By Region (North America, Europe, Asia Pacific, Latin America, Middle East and Africa)
- Published Date: July 2024
- Report ID: BWC19397
- Available Format: PDF
- Page: 400
Report Overview
Rapid adoption of advancements in AI and other emerging technologies to meet the increasingly high need to feed the ever growing world population, and governments’ supportive initiatives and funding are expected to drive Global AI in Agriculture Market during the forecast period between 2024 and 2030.
Global AI in Agriculture Market – Industry Trends & Forecast Report, 2030
Global AI in Agriculture Market size was estimated at USD 2.03 billion in 2023. During the forecast period between 2024 and 2030, Global AI in Agriculture Market size is projected to grow at a CAGR of 11.67% reaching a value of USD 8.34 billion by 2030. Prominent drivers of the market include AI’s increasing role in addressing pressing global challenges like climate change and the rising demand driven by population growth. With the world population projected to reach 9.8 billion by 2050, the integration of AI becomes increasingly imperative to meet rising food demand amid limited arable land. AI technologies, leveraging IoT and big data, are revolutionizing agriculture through increasing crop monitoring, precision farming, predictive analytics, and yield optimization. Innovations such as AI-enabled drones, robots, and wireless sensors are increasingly deployed for tasks like predictive analysis, pest detection, and soil monitoring. Major collaborations like Microsoft's AI Sowing App and initiatives by companies like Nature Fresh Farms underscore AI's transformative impact, from increasing operational efficiency to predicting harvest yields. This surge in AI adoption not only boosts operational efficiency but also drives increasing demand for IoT-enabled devices, cementing AI's role in the future of sustainable agriculture.
AI in Agriculture – Overview
Artificial Intelligence (AI) is revolutionizing the agriculture sector, boosting efficiency, sustainability, and productivity. Utilizing technologies such as machine learning, computer vision, and robotics, AI enables farmers to make data-driven decisions and streamline their operations. Through analyzing satellite imagery, weather data, and sensor inputs, AI plays a crucial role in monitoring crops, detecting diseases, and predicting yields. This technology supports precision farming by offering tailored solutions like optimized irrigation schedules and pesticide applications, which not only cut costs but also minimize environmental footprint. Overall, AI's integration into agriculture marks a significant advancement, enhancing agricultural practices through intelligent data utilization and targeted interventions.
Global AI in Agriculture Market
Growth Drivers
Advancements in Technology
The global population is expected to reach 10 billion by 2050, exerting immense pressure on agriculture to enhance productivity sustainably. In response to challenges such as climate change, labor shortages, and soil degradation, technological innovations are reshaping the agricultural landscape. Artificial intelligence (AI) has emerged as a transformative force, revolutionizing farming practices worldwide. AI enables precision agriculture through data-driven insights, optimizing irrigation, monitoring crop health, and managing pests more effectively. It facilitates predictive analytics for improved yield forecasts and market insights, empowering farmers in decision-making processes. Furthermore, AI-driven automation—from autonomous tractors to smart drones—streamlines operations and mitigates labor constraints. For example, initiatives like AI4AI, supported by the World Economic Forum’s Centre for the Fourth Industrial Revolution India and various ministries, exemplify significant advancements in agricultural technology. Through collaborative efforts and strategic workshops, AI4AI harnesses AI, IoT, blockchain, and data analytics to innovate farming practices. Pilot projects in Telangana, a Southern state in India, demonstrate its commitment to integrating these technologies, aiming to enhance agricultural productivity, sustainability, and inclusivity while aligning with national and global sustainability goals.
Challenges
High Initial Investment
High initial investment acts as a significant barrier to the growth of Global AI in Agriculture Market. Implementing AI technologies, such as precision farming systems, AI-driven sensors, and autonomous machinery requires substantial upfront capital expenditure. Many farmers, especially in developing regions, find it challenging to afford these technologies despite their potential long-term benefits in improving productivity and sustainability. This financial barrier slows adoption rates and limits the market's expansion, highlighting the need for innovative financing solutions and cost-effective AI solutions tailored to diverse agricultural settings.
Impact of Escalating Geopolitical Tensions on Global AI in Agriculture Market
Escalating geopolitical tensions among countries and spreading across regions could have a significant impact on the growth of Global AI in Agriculture Market. Conflicts between nations disrupt supply chains, hinder international collaborations, and increase regulatory uncertainties, contributing to market volatility. Countries facing instability may prioritize domestic food security over technological imports, altering market dynamics and growth trajectories. Additionally, heightened global uncertainty can dampen investor confidence, limiting funding for AI innovations in agriculture. As geopolitical tensions persist, strategic partnerships and regulatory frameworks become pivotal in navigating the evolving landscape of AI adoption in agriculture worldwide.
Global AI in Agriculture Market
Segmental Coverage
Global AI in Agriculture Market – By Offerings
On the basis of offerings, Global AI in Agriculture Market is divided into Hardware, Software, AI-as-a-Service (AIaaS), and Service segments. The software segment holds the highest share in Global AI in Agriculture Market by offerings, due to the rising adoption of predictive analytics tools. Key solutions include IBM Corporation's Watson Decision Platform, Microsoft's AI Sowing App, and Deere and Company's See and Spray systems for pesticide distribution. These AI applications empower farmers by optimizing planting schedules, detecting crop diseases, monitoring yields, and efficiently managing resources such as land, fertilizers, and water. Furthermore, AI technology supports precision farming and drone analysis, expanding the software market's scope within agriculture. This segment, led by prominent players like IBM, Microsoft, and Deere & Company, is poised for significant growth, fueled by advancements in predictive analytics and computer vision capabilities.
Global AI in Agriculture Market – By Technology
Based on technology, Global AI in Agriculture Market is divided into Machine Learning (ML), Computer Vision, Predictive Analytics, and Natural Language Processing (NLP) segments. The ML segment holds the highest share in Global AI in Agriculture Market by technology, primarily due to farmers' increasing adoption of advanced technology in agriculture. ML technologies enable farmers to make informed decisions by analyzing real-time data on weather, temperature, crop conditions, and other factors. The integration of ML enhances agricultural productivity and efficiency, expanding the artificial intelligence (AI) footprint in the sector. The rapid expansion is also supported by the deployment of IoT devices for field mapping and irrigation system management by farm managers and producers worldwide.
Global AI in Agriculture Market – By Deployment
By deployment, Global AI in Agriculture Market is divided into Cloud, On-Premises, and Hybrid segments.
Global AI in Agriculture Market – By Applications
Based on applications, Global AI in Agriculture Market is divided into Precision Farming, Livestock Monitoring, Drone Analytics, Agriculture Robots, Labor Management, Crop Management, and Irrigation Management segments. The precision farming segment holds the highest share in Global AI in Agriculture Market by applications, represents a transformative evolution in modern agriculture. Precision farming integrates advanced technologies like AI to revolutionize traditional farming methods, enabling precise and data-driven decision-making across every aspect of crop cultivation and management. By harnessing AI's capabilities in analyzing vast datasets from satellites, drones, and sensors, precision farming optimizes resource allocation—from seed selection and soil health assessment to irrigation management, pest control, and efficient crop harvesting. This comprehensive integration not only enhances productivity and sustainability but also addresses critical challenges posed by population growth, climate change, and the imperative for sustainable agricultural practices. As AI continues to refine and expand its applications in precision farming, it is expected to lead the agricultural sector into a future where innovation and sustainability go hand in hand, ensuring food security and environmental stewardship for generations to come.
Global AI in Agriculture Market – By End User
Global AI in Agriculture consists of major end user segments, such as Farmers/Growers, Agriculture Cooperatives, and Food Processing Companies.
Global AI in Agriculture Market – By Region
The in-depth research report on Global AI in Agriculture Market covers the market in a number of major countries across five regions: North America, Europe, Asia Pacific (APAC), Latin America (LATAM), and Middle East and Africa (MEA). North America holds the highest share in Global AI in Agriculture Market and is expected maintain its dominance over the forecast period. Factors driving North America AI in Agriculture Market include rising disposable incomes, ongoing investments in automation, substantial investments in IoT, and governmental support for domestic AI equipment development. Additionally, various agricultural technology vendors are actively exploring AI solutions. AI is set to revolutionize farming in North America, with drones, robots, and intelligent monitoring systems being increasingly deployed in research and field operations. The region's market growth is further propelled by the expanding adoption of AI technologies across the agricultural sector, alongside the increasing prevalence of IoT devices, which are expected to drive global market growth. Meanwhile, Asia Pacific is expected to record the fastest growth rate over the forecast period. Major APAC countries like India and China are integrating AI technologies such as remote monitoring and predictive analysis into their agricultural practices, driven by the demand for smart city solutions and the need for efficient agribusiness operations. China, particularly, is witnessing significant adoption of AI in agriculture, notably through Alibaba Group's AI technologies aimed at supporting small farmers. The adoption of AI in agriculture across Europe is also on the rise, with innovations like robotic weeders reducing herbicide use significantly. The European Soil Data Centre serves as a pivotal hub for soil-related data across the continent, supporting advancements in AI and computer vision-based monitoring technologies for both indoor and outdoor farming.
Competitive Landscape
Major players operating in Global AI in Agriculture Market include Microsoft Corporation, IBM Corporation, Granular Inc, Prospera Technologies Ltd, Gamaya SA, ec2ce, PrecisionHawk Inc, Cainthus Corp, Tule Technologies Inc, Deere & Company, and AgEagle Aerial Systems Inc. To further enhance their market share, these companies employ various strategies, including mergers and acquisitions, partnerships, joint ventures, license agreements, and new product launches.
Recent Developments
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In May 2024 - DD Kisan channel announced that it would debut two AI anchors, AI Krish and AI Bhoomi, capable of communicating in 50 languages, both Indian and foreign. These AI anchors, described as human-like computers, will deliver continuous news coverage, including updates on agricultural research, global market trends, weather changes, and government schemes across all Indian states. DD Kisan aims to empower farmers with timely information for informed decision-making, while spotlighting progressive farming practices and promoting holistic agricultural development encompassing balanced farming, animal husbandry, and plantation initiatives.
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In March 2024 - Bayer launched an expert GenAI system designed to enhance agricultural productivity by swiftly delivering precise information to farmers and agronomists. Utilizing proprietary agronomic data and insights from extensive trials, Bayer's GenAI system responds to natural language queries, offering rapid and accurate advice on agronomy, farm management, and Bayer products. Partnered with Microsoft and Ernst & Young, Bayer plans to integrate this technology globally, democratizing access to crucial agronomic insights and bolstering food security through advanced digital farming solutions.
Scope of the Report
Attributes |
Details |
Years Considered |
Historical Data – 2019–2030 |
Base Year – 2023 |
|
Estimated Year – 2024 |
|
Forecast Period – 2024–2030 |
|
Facts Covered |
Revenue in USD Billion |
Market Coverage |
North America (United States, Canada); Europe (Germany, United Kingdom, France, Italy, Spain, Belgium, Russia, The Netherlands, Rest of Europe); Asia Pacific (China, India, Japan, South Korea, Australia & New Zealand, Indonesia, Malaysia, Singapore, Vietnam, Rest of Asia Pacific); Latin America (Brazil, Mexico, Argentina, Peru, Rest of Latin America); Middle East & Africa (Saudi Arabia, UAE, Qatar, Kuwait, South Africa, Nigeria, Algeria, Rest of Middle East & Africa) |
Product/ Service Segmentation |
Offerings, Technology, Deployment, Application, End User, Region |
Key Players |
Microsoft Corporation, IBM Corporation, Granular Inc, Prospera Technologies Ltd, Gamaya SA, ec2ce, PrecisionHawk Inc, Cainthus Corp, Tule Technologies Inc, Deere & Company, AgEagle Aerial Systems Inc |
By Offerings
-
Hardware
-
Software
-
AI-as-a-Service (AIaaS)
-
Services
By Technology
-
Machine Learning (ML)
-
Computer Vision
-
Predictive Analytics
-
Natural Language Processing (NLP)
By Deployment
-
Cloud
-
On-Premises
-
Hybrid
By Applications
-
Precision Farming
-
Livestock Monitoring
-
Drone Analytics
-
Agriculture Robots
-
Labor Management
-
Crop Management
-
Irrigation Management
By End User
-
Farmers/Growers
-
Agriculture Cooperatives
-
Food Processing Companies
By Region
-
North America
-
Europe
-
Asia Pacific (APAC)
-
Latin America (LATAM)
-
Middle East and Africa (MEA)
- Research Framework
- Research Objective
- Product Overview
- Market Segmentation
- Executive Summary
- Global AI in Agriculture Market Insights
- Industry Value Chain Analysis
- DROC Analysis
- Growth Drivers
- Growing demand for food production
- Government initiatives and funding
- Advancements in technology
- Restraints
- High initial investment
- Limited technical expertise
- Data privacy and security concerns
- Opportunities
- Expansion into emerging markets
- Development of new ai applications for vertical farming, aquaculture, and livestock management.
- Improved supply chain management
- Challenges
- Integration with existing systems
- Regulatory and ethical issues
- Technological Advancements/Recent Developments
- Growth Drivers
- Regulatory Framework
- Porter’s Five Forces Analysis
- Bargaining Power of Suppliers
- Bargaining Power of Buyers
- Threat of New Entrants
- Threat of Substitutes
- Intensity of Rivalry
- Global AI in Agriculture Market: Marketing Strategies
- Global AI in Agriculture Market: Pricing Analysis
- Global AI in Agriculture Market: Geography Analysis
- Global AI in Agriculture Market, Geographical Analysis, 2023
- Global AI in Agriculture, Market Attractiveness Analysis, 2024–2030
- Global AI in Agriculture Market Overview
- Market Size & Forecast, 2019–2030
- By Value (USD Billion)
- Market Share and Forecast
- By Offerings
- Hardware
- Software
- AI-as-a-Service (AIaaS)
- Service
- By Technology
- Machine Learning
- Computer Vision
- Predictive Analytics
- Natural Language Processing (NLP)
- By Deployment
- Cloud
- On-Premises
- Hybrid
- By Applications
- Precision Farming
- Livestock Monitoring
- Drone Analytics
- Agriculture Robots
- Labor Management
- Crop Management
- Irrigation Management
- Others
- By End User
- Farmers/Growers
- Agriculture Cooperatives
- Food Processing Companies
- Others
- By Region
- North America
- Europe
- Asia Pacific (APAC)
- Latin America (LATAM)
- Middle East and Africa (MEA)
- By Offerings
- Market Size & Forecast, 2019–2030
- North America AI in Agriculture Market
- Market Size & Forecast, 2019–2030
- By Value (USD Billion)
- Market Share & Forecast
- By Offerings
- By Technology
- By Deployment
- By Applications
- By End User
- By Country
- United States
- By Offerings
- By Technology
- By Deployment
- By Applications
- By End User
- Canada
- By Offerings
- By Technology
- By Deployment
- By Applications
- By End User
- United States
- Market Size & Forecast, 2019–2030
- Europe AI in Agriculture Market
- Market Size & Forecast, 2019–2030
- By Value (USD Billion)
- Market Share & Forecast
- By Offerings
- By Technology
- By Deployment
- By Applications
- By End User
- By Country
- Germany
- By Offerings
- By Technology
- By Deployment
- By Applications
- By End User
- United Kingdom
- By Offerings
- By Technology
- By Deployment
- By Applications
- By End User
- Italy
- By Offerings
- By Technology
- By Deployment
- By Applications
- By End User
- France
- By Offerings
- By Technology
- By Deployment
- By Applications
- By End User
- Spain
- By Offerings
- By Technology
- By Deployment
- By Applications
- By End User
- Belgium
- By Offerings
- By Technology
- By Deployment
- By Applications
- By End User
- Russia
- By Offerings
- By Technology
- By Deployment
- By Applications
- By End User
- The Netherlands
- By Offerings
- By Technology
- By Deployment
- By Applications
- By End User
- Rest of Europe
- By Offerings
- By Technology
- By Deployment
- By Applications
- By End User
- Germany
- Market Size & Forecast, 2019–2030
- Asia Pacific AI in Agriculture Market
- Market Size & Forecast, 2019–2030
- By Value (USD Billion)
- Market Share & Forecast
- By Offerings
- By Technology
- By Deployment
- By Applications
- By End User
- By Country
- China
- By Offerings
- By Technology
- By Deployment
- By Applications
- By End User
- India
- By Offerings
- By Technology
- By Deployment
- By Applications
- By End User
- Japan
- By Offerings
- By Technology
- By Deployment
- By Applications
- By End User
- South Korea
- By Offerings
- By Technology
- By Deployment
- By Applications
- By End User
- Australia & New Zealand
- By Offerings
- By Technology
- By Deployment
- By Applications
- By End User
- Indonesia
- By Offerings
- By Technology
- By Deployment
- By Applications
- By End User
- Malaysia
- By Offerings
- By Technology
- By Deployment
- By Applications
- By End User
- Singapore
- By Offerings
- By Technology
- By Deployment
- By Applications
- By End User
- Vietnam
- By Offerings
- By Technology
- By Deployment
- By Applications
- By End User
- Rest of APAC
- By Offerings
- By Technology
- By Deployment
- By Applications
- By End User
- China
- Market Size & Forecast, 2019–2030
- Latin America AI in Agriculture Market
- Market Size & Forecast, 2019–2030
- By Value (USD Billion)
- Market Share & Forecast
-
- By Offerings
- By Technology
- By Deployment
- By Applications
- By End User
- By Country
- Brazil
- By Offerings
- By Technology
- By Deployment
- By Applications
- By End User
- Mexico
- By Offerings
- By Technology
- By Deployment
- By Applications
- By End User
- Argentina
- By Offerings
- By Technology
- By Deployment
- By Applications
- By End User
- Peru
- By Offerings
- By Technology
- By Deployment
- By Applications
- By End User
- Rest of LATAM
- By Offerings
- By Technology
- By Deployment
- By Applications
- By End User
- Brazil
-
- Market Size & Forecast, 2019–2030
- Middle East & Africa AI in Agriculture Market
- Market Size & Forecast, 2019–2030
- By Value (USD Billion)
- Market Share & Forecast
- By Offerings
- By Technology
- By Deployment
- By Applications
- By End User
- By Country
- Saudi Arabia
- By Offerings
- By Technology
- By Deployment
- By Applications
- By End User
- UAE
- By Offerings
- By Technology
- By Deployment
- By Applications
- By End User
- Qatar
- By Offerings
- By Technology
- By Deployment
- By Applications
- By End User
- Kuwait
- By Offerings
- By Technology
- By Deployment
- By Applications
- By End User
- South Africa
- By Offerings
- By Technology
- By Deployment
- By Applications
- By End User
- Nigeria
- By Offerings
- By Technology
- By Deployment
- By Applications
- By End User
- Algeria
- By Offerings
- By Technology
- By Deployment
- By Applications
- By End User
- Rest of MEA
- By Offerings
- By Technology
- By Deployment
- By Applications
- By End User
- Saudi Arabia
- Market Size & Forecast, 2019–2030
- Competitive Landscape
- List of Key Players and Their Applications
- Global AI in Agriculture Company Market Share Analysis, 2023
- Competitive Benchmarking, By Operating Parameters
- Key Strategic Developments (Mergers, Acquisitions, Partnerships, etc.)
- Impact of Escalating Geopolitical Tensions on Global AI in Agriculture Market
- Company Profiles (Company Overview, Financial Matrix, Competitive Landscape, Key Personnel, Key Competitors, Contact Address, Strategic Outlook, and SWOT Analysis)
- Microsoft Corporation
- IBM Corporation
- Granular Inc.
- Prospera Technologies Ltd
- Gamaya SA
- ec2ce
- PrecisionHawk Inc.
- Cainthus Corp.
- Tule Technologies Inc.
- Deere & Company
- AgEagle Aerial Systems Inc
- Other Prominent Players
- Key Strategic Recommendations
- Research Methodology
- Qualitative Research
- Primary & Secondary Research
- Quantitative Research
- Market Breakdown & Data Triangulation
- Secondary Research
- Primary Research
- Breakdown of Primary Research Respondents, By Region
- Assumptions & Limitations
- Qualitative Research
*Financial information of non-listed companies can be provided as per availability.
**The segmentation and the companies are subject to modifications based on in-depth secondary research for the final deliverable
List of Figures
Figure 1 Global AI in Agriculture Market Segmentation
Figure 2 Global AI in Agriculture Market Value Chain Analysis
Figure 3 Company Market Share Analysis, 2023
Figure 4 Global AI in Agriculture Market Size, By Value (USD Billion), 2019−2030
Figure 5 Global AI in Agriculture Market Share, By Offerings, By Value (USD Billion), 2019−2030
Figure 6 Global AI in Agriculture Market Share, By Technology, By Value (USD Billion), 2019−2030
Figure 7 Global AI in Agriculture Market Share, By Deployment, By Value (USD Billion), 2019−2030
Figure 8 Global AI in Agriculture Market Share, By Applications, By Value (USD Billion), 2019−2030
Figure 9 Global AI in Agriculture Market Share, By End User, By Value (USD Billion), 2019−2030
Figure 10 Global AI in Agriculture Market Share, By Region, By Value (USD Billion), 2019−2030
Figure 11 North America AI in Agriculture Market Size, By Value (USD Billion), 2019−2030
Figure 12 North America AI in Agriculture Market Share, By Offerings, By Value (USD Billion), 2019−2030
Figure 13 North America AI in Agriculture Market Share, By Technology, By Value (USD Billion), 2019−2030
Figure 14 North America AI in Agriculture Market Share, By Deployment, By Value (USD Billion), 2019−2030
Figure 15 North America AI in Agriculture Market Share, By Applications, By Value (USD Billion), 2019−2030
Figure 16 North America AI in Agriculture Market Share, By End User, By Value (USD Billion), 2019−2030
Figure 17 North America AI in Agriculture Market Share, By Country, By Value (USD Billion), 2019−2030
Figure 18 United States AI in Agriculture Market Size, By Value (USD Billion), 2019−2030
Figure 19 United States AI in Agriculture Market Share, By Offerings, By Value (USD Billion), 2019−2030
Figure 20 United States AI in Agriculture Market Share, By Technology, By Value (USD Billion), 2019−2030
Figure 21 United States AI in Agriculture Market Share, By Deployment, By Value (USD Billion), 2019−2030
Figure 22 United States AI in Agriculture Market Share, By Applications, By Value (USD Billion), 2019−2030
Figure 23 United States AI in Agriculture Market Share, By End User, By Value (USD Billion), 2019−2030
Figure 24 Canada AI in Agriculture Market Size, By Value (USD Billion), 2019−2030
Figure 25 Canada AI in Agriculture Market Share, By Offerings, By Value (USD Billion), 2019−2030
Figure 26 Canada AI in Agriculture Market Share, By Technology, By Value (USD Billion), 2019−2030
Figure 27 Canada AI in Agriculture Market Share, By Deployment, By Value (USD Billion), 2019−2030
Figure 28 Canada AI in Agriculture Market Share, By Applications, By Value (USD Billion), 2019−2030
Figure 29 Canada AI in Agriculture Market Share, By End User, By Value (USD Billion), 2019−2030
Figure 30 Europe AI in Agriculture Market Size, By Value (USD Billion), 2019−2030
Figure 31 Europe AI in Agriculture Market Share, By Offerings, By Value (USD Billion), 2019−2030
Figure 32 Europe AI in Agriculture Market Share, By Technology, By Value (USD Billion), 2019−2030
Figure 33 Europe AI in Agriculture Market Share, By Deployment, By Value (USD Billion), 2019−2030
Figure 34 Europe AI in Agriculture Market Share, By Applications, By Value (USD Billion), 2019−2030
Figure 35 Europe AI in Agriculture Market Share, By End User, By Value (USD Billion), 2019−2030
Figure 36 Europe AI in Agriculture Market Share, By Country, By Value (USD Billion), 2019−2030
Figure 37 Germany AI in Agriculture Market Size, By Value (USD Billion), 2019−2030
Figure 38 Germany AI in Agriculture Market Share, By Offerings, By Value (USD Billion), 2019−2030
Figure 39 Germany AI in Agriculture Market Share, By Technology, By Value (USD Billion), 2019−2030
Figure 40 Germany AI in Agriculture Market Share, By Deployment, By Value (USD Billion), 2019−2030
Figure 41 Germany AI in Agriculture Market Share, By Applications, By Value (USD Billion), 2019−2030
Figure 42 Germany AI in Agriculture Market Share, By End User, By Value (USD Billion), 2019−2030
Figure 43 United Kingdom AI in Agriculture Market Size, By Value (USD Billion), 2019−2030
Figure 44 United Kingdom AI in Agriculture Market Share, By Offerings, By Value (USD Billion), 2019−2030
Figure 45 United Kingdom AI in Agriculture Market Share, By Technology, By Value (USD Billion), 2019−2030
Figure 46 United Kingdom AI in Agriculture Market Share, By Deployment, By Value (USD Billion), 2019−2030
Figure 47 United Kingdom AI in Agriculture Market Share, By Applications, By Value (USD Billion), 2019−2030
Figure 48 United Kingdom AI in Agriculture Market Share, By End User, By Value (USD Billion), 2019−2030
Figure 49 Italy AI in Agriculture Market Size, By Value (USD Billion), 2019−2030
Figure 50 Italy AI in Agriculture Market Share, By Offerings, By Value (USD Billion), 2019−2030
Figure 51 Italy AI in Agriculture Market Share, By Technology, By Value (USD Billion), 2019−2030
Figure 52 Italy AI in Agriculture Market Share, By Deployment, By Value (USD Billion), 2019−2030
Figure 53 Italy AI in Agriculture Market Share, By Applications, By Value (USD Billion), 2019−2030
Figure 54 Italy AI in Agriculture Market Share, By End User, By Value (USD Billion), 2019−2030
Figure 55 France AI in Agriculture Market Size, By Value (USD Billion), 2019−2030
Figure 56 France AI in Agriculture Market Share, By Offerings, By Value (USD Billion), 2019−2030
Figure 57 France AI in Agriculture Market Share, By Technology, By Value (USD Billion), 2019−2030
Figure 58 France AI in Agriculture Market Share, By Deployment, By Value (USD Billion), 2019−2030
Figure 59 France AI in Agriculture Market Share, By Applications, By Value (USD Billion), 2019−2030
Figure 60 France AI in Agriculture Market Share, By End User, By Value (USD Billion), 2019−2030
Figure 61 Spain AI in Agriculture Market Size, By Value (USD Billion), 2019−2030
Figure 62 Spain AI in Agriculture Market Share, By Offerings, By Value (USD Billion), 2019−2030
Figure 63 Spain AI in Agriculture Market Share, By Technology, By Value (USD Billion), 2019−2030
Figure 64 Spain AI in Agriculture Market Share, By Deployment, By Value (USD Billion), 2019−2030
Figure 65 Spain AI in Agriculture Market Share, By Applications, By Value (USD Billion), 2019−2030
Figure 66 Spain AI in Agriculture Market Share, By End User, By Value (USD Billion), 2019−2030
Figure 67 Belgium AI in Agriculture Market Size, By Value (USD Billion), 2019−2030
Figure 68 Belgium AI in Agriculture Market Share, By Offerings, By Value (USD Billion), 2019−2030
Figure 69 Belgium AI in Agriculture Market Share, By Technology, By Value (USD Billion), 2019−2030
Figure 70 Belgium AI in Agriculture Market Share, By Deployment, By Value (USD Billion), 2019−2030
Figure 71 Belgium AI in Agriculture Market Share, By Applications, By Value (USD Billion), 2019−2030
Figure 72 Belgium AI in Agriculture Market Share, By End User, By Value (USD Billion), 2019−2030
Figure 73 Russia AI in Agriculture Market Size, By Value (USD Billion), 2019−2030
Figure 74 Russia AI in Agriculture Market Share, By Offerings, By Value (USD Billion), 2019−2030
Figure 75 Russia AI in Agriculture Market Share, By Technology, By Value (USD Billion), 2019−2030
Figure 76 Russia AI in Agriculture Market Share, By Deployment, By Value (USD Billion), 2019−2030
Figure 77 Russia AI in Agriculture Market Share, By Applications, By Value (USD Billion), 2019−2030
Figure 78 Russia AI in Agriculture Market Share, By End User, By Value (USD Billion), 2019−2030
Figure 79 The Netherlands AI in Agriculture Market Size, By Value (USD Billion), 2019−2030
Figure 80 The Netherlands AI in Agriculture Market Share, By Offerings, By Value (USD Billion), 2019−2030
Figure 81 The Netherlands AI in Agriculture Market Share, By Technology, By Value (USD Billion), 2019−2030
Figure 82 The Netherlands AI in Agriculture Market Share, By Deployment, By Value (USD Billion), 2019−2030
Figure 83 The Netherlands AI in Agriculture Market Share, By Applications, By Value (USD Billion), 2019−2030
Figure 84 The Netherlands AI in Agriculture Market Share, By End User, By Value (USD Billion), 2019−2030
Figure 85 Rest of Europe AI in Agriculture Market Size, By Value (USD Billion), 2019−2030
Figure 86 Rest of Europe AI in Agriculture Market Share, By Offerings, By Value (USD Billion), 2019−2030
Figure 87 Rest of Europe AI in Agriculture Market Share, By Technology, By Value (USD Billion), 2019−2030
Figure 88 Rest of Europe AI in Agriculture Market Share, By Deployment, By Value (USD Billion), 2019−2030
Figure 89 Rest of Europe AI in Agriculture Market Share, By Applications, By Value (USD Billion), 2019−2030
Figure 90 Rest of Europe AI in Agriculture Market Share, By End User, By Value (USD Billion), 2019−2030
Figure 91 Asia Pacific AI in Agriculture Market Size, By Value (USD Billion), 2019−2030
Figure 92 Asia Pacific AI in Agriculture Market Share, By Offerings, By Value (USD Billion), 2019−2030
Figure 93 Asia Pacific AI in Agriculture Market Share, By Technology, By Value (USD Billion), 2019−2030
Figure 94 Asia Pacific AI in Agriculture Market Share, By Deployment, By Value (USD Billion), 2019−2030
Figure 95 Asia Pacific AI in Agriculture Market Share, By Applications, By Value (USD Billion), 2019−2030
Figure 96 Asia Pacific AI in Agriculture Market Share, By End User, By Value (USD Billion), 2019−2030
Figure 97 Asia Pacific AI in Agriculture Market Share, By Country, By Value (USD Billion), 2019−2030
Figure 98 China AI in Agriculture Market Size, By Value (USD Billion), 2019−2030
Figure 99 China AI in Agriculture Market Share, By Offerings, By Value (USD Billion), 2019−2030
Figure 100 China AI in Agriculture Market Share, By Technology, By Value (USD Billion), 2019−2030
Figure 101 China AI in Agriculture Market Share, By Deployment, By Value (USD Billion), 2019−2030
Figure 102 China AI in Agriculture Market Share, By Applications, By Value (USD Billion), 2019−2030
Figure 103 China AI in Agriculture Market Share, By End User, By Value (USD Billion), 2019−2030
Figure 104 India AI in Agriculture Market Size, By Value (USD Billion), 2019−2030
Figure 105 India AI in Agriculture Market Share, By Offerings, By Value (USD Billion), 2019−2030
Figure 106 India AI in Agriculture Market Share, By Technology, By Value (USD Billion), 2019−2030
Figure 107 India AI in Agriculture Market Share, By Deployment, By Value (USD Billion), 2019−2030
Figure 108 India AI in Agriculture Market Share, By Applications, By Value (USD Billion), 2019−2030
Figure 109 India AI in Agriculture Market Share, By End User, By Value (USD Billion), 2019−2030
Figure 110 Japan AI in Agriculture Market Size, By Value (USD Billion), 2019−2030
Figure 111 Japan AI in Agriculture Market Share, By Offerings, By Value (USD Billion), 2019−2030
Figure 112 Japan AI in Agriculture Market Share, By Technology, By Value (USD Billion), 2019−2030
Figure 113 Japan AI in Agriculture Market Share, By Deployment, By Value (USD Billion), 2019−2030
Figure 114 Japan AI in Agriculture Market Share, By Applications, By Value (USD Billion), 2019−2030
Figure 115 Japan AI in Agriculture Market Share, By End User, By Value (USD Billion), 2019−2030
Figure 116 South Korea AI in Agriculture Market Size, By Value (USD Billion), 2019−2030
Figure 117 South Korea AI in Agriculture Market Share, By Offerings, By Value (USD Billion), 2019−2030
Figure 118 South Korea AI in Agriculture Market Share, By Technology, By Value (USD Billion), 2019−2030
Figure 119 South Korea AI in Agriculture Market Share, By Deployment, By Value (USD Billion), 2019−2030
Figure 120 South Korea AI in Agriculture Market Share, By Applications, By Value (USD Billion), 2019−2030
Figure 121 South Korea AI in Agriculture Market Share, By End User, By Value (USD Billion), 2019−2030
Figure 122 Australia & New Zealand AI in Agriculture Market Size, By Value (USD Billion), 2019−2030
Figure 123 Australia & New Zealand AI in Agriculture Market Share, By Offerings, By Value (USD Billion), 2019−2030
Figure 124 Australia & New Zealand AI in Agriculture Market Share, By Technology, By Value (USD Billion), 2019−2030
Figure 125 Australia & New Zealand AI in Agriculture Market Share, By Deployment, By Value (USD Billion), 2019−2030
Figure 126 Australia & New Zealand AI in Agriculture Market Share, By Applications, By Value (USD Billion), 2019−2030
Figure 127 Australia & New Zealand AI in Agriculture Market Share, By End User, By Value (USD Billion), 2019−2030
Figure 128 Indonesia AI in Agriculture Market Size, By Value (USD Billion), 2019−2030
Figure 129 Indonesia AI in Agriculture Market Share, By Offerings, By Value (USD Billion), 2019−2030
Figure 130 Indonesia AI in Agriculture Market Share, By Technology, By Value (USD Billion), 2019−2030
Figure 131 Indonesia AI in Agriculture Market Share, By Deployment, By Value (USD Billion), 2019−2030
Figure 132 Indonesia AI in Agriculture Market Share, By Applications, By Value (USD Billion), 2019−2030
Figure 133 Indonesia AI in Agriculture Market Share, By End User, By Value (USD Billion), 2019−2030
Figure 134 Malaysia AI in Agriculture Market Size, By Value (USD Billion), 2019−2030
Figure 135 Malaysia AI in Agriculture Market Share, By Offerings, By Value (USD Billion), 2019−2030
Figure 136 Malaysia AI in Agriculture Market Share, By Technology, By Value (USD Billion), 2019−2030
Figure 137 Malaysia AI in Agriculture Market Share, By Deployment, By Value (USD Billion), 2019−2030
Figure 138 Malaysia AI in Agriculture Market Share, By Applications, By Value (USD Billion), 2019−2030
Figure 139 Malaysia AI in Agriculture Market Share, By End User, By Value (USD Billion), 2019−2030
Figure 140 Singapore AI in Agriculture Market Size, By Value (USD Billion), 2019−2030
Figure 141 Singapore AI in Agriculture Market Share, By Offerings, By Value (USD Billion), 2019−2030
Figure 142 Singapore AI in Agriculture Market Share, By Technology, By Value (USD Billion), 2019−2030
Figure 143 Singapore AI in Agriculture Market Share, By Deployment, By Value (USD Billion), 2019−2030
Figure 144 Singapore AI in Agriculture Market Share, By Applications, By Value (USD Billion), 2019−2030
Figure 145 Singapore AI in Agriculture Market Share, By End User, By Value (USD Billion), 2019−2030
Figure 146 Vietnam AI in Agriculture Market Size, By Value (USD Billion), 2019−2030
Figure 147 Vietnam AI in Agriculture Market Share, By Offerings, By Value (USD Billion), 2019−2030
Figure 148 Vietnam AI in Agriculture Market Share, By Technology, By Value (USD Billion), 2019−2030
Figure 149 Vietnam AI in Agriculture Market Share, By Deployment, By Value (USD Billion), 2019−2030
Figure 150 Vietnam AI in Agriculture Market Share, By Applications, By Value (USD Billion), 2019−2030
Figure 151 Vietnam AI in Agriculture Market Share, By End User, By Value (USD Billion), 2019−2030
Figure 152 Rest of Asia Pacific AI in Agriculture Market Size, By Value (USD Billion), 2019−2030
Figure 153 Rest of Asia Pacific AI in Agriculture Market Share, By Offerings, By Value (USD Billion), 2019−2030
Figure 154 Rest of Asia Pacific AI in Agriculture Market Share, By Technology, By Value (USD Billion), 2019−2030
Figure 155 Rest of Asia Pacific AI in Agriculture Market Share, By Deployment, By Value (USD Billion), 2019−2030
Figure 156 Rest of Asia Pacific AI in Agriculture Market Share, By Applications, By Value (USD Billion), 2019−2030
Figure 157 Rest of Asia Pacific AI in Agriculture Market Share, By End User, By Value (USD Billion), 2019−2030
Figure 158 Latin America AI in Agriculture Market Size, By Value (USD Billion), 2019−2030
Figure 159 Latin America AI in Agriculture Market Share, By Offerings, By Value (USD Billion), 2019−2030
Figure 160 Latin America AI in Agriculture Market Share, By Technology, By Value (USD Billion), 2019−2030
Figure 161 Latin America AI in Agriculture Market Share, By Deployment, By Value (USD Billion), 2019−2030
Figure 162 Latin America AI in Agriculture Market Share, By Applications, By Value (USD Billion), 2019−2030
Figure 163 Latin America AI in Agriculture Market Share, By End User, By Value (USD Billion), 2019−2030
Figure 164 Latin America AI in Agriculture Market Share, By Country, By Value (USD Billion), 2019−2030
Figure 165 Brazil AI in Agriculture Market Size, By Value (USD Billion), 2019−2030
Figure 166 Brazil AI in Agriculture Market Share, By Offerings, By Value (USD Billion), 2019−2030
Figure 167 Brazil AI in Agriculture Market Share, By Technology, By Value (USD Billion), 2019−2030
Figure 168 Brazil AI in Agriculture Market Share, By Deployment, By Value (USD Billion), 2019−2030
Figure 169 Brazil AI in Agriculture Market Share, By Applications, By Value (USD Billion), 2019−2030
Figure 170 Brazil AI in Agriculture Market Share, By End User, By Value (USD Billion), 2019−2030
Figure 171 Mexico AI in Agriculture Market Size, By Value (USD Billion), 2019−2030
Figure 172 Mexico AI in Agriculture Market Share, By Offerings, By Value (USD Billion), 2019−2030
Figure 173 Mexico AI in Agriculture Market Share, By Technology, By Value (USD Billion), 2019−2030
Figure 174 Mexico AI in Agriculture Market Share, By Deployment, By Value (USD Billion), 2019−2030
Figure 175 Mexico AI in Agriculture Market Share, By Applications, By Value (USD Billion), 2019−2030
Figure 176 Mexico AI in Agriculture Market Share, By End User, By Value (USD Billion), 2019−2030
Figure 177 Argentina AI in Agriculture Market Size, By Value (USD Billion), 2019−2030
Figure 178 Argentina AI in Agriculture Market Share, By Offerings, By Value (USD Billion), 2019−2030
Figure 179 Argentina AI in Agriculture Market Share, By Technology, By Value (USD Billion), 2019−2030
Figure 180 Argentina AI in Agriculture Market Share, By Deployment, By Value (USD Billion), 2019−2030
Figure 181 Argentina AI in Agriculture Market Share, By Applications, By Value (USD Billion), 2019−2030
Figure 182 Argentina AI in Agriculture Market Share, By End User, By Value (USD Billion), 2019−2030
Figure 183 Peru AI in Agriculture Market Size, By Value (USD Billion), 2019−2030
Figure 184 Peru AI in Agriculture Market Share, By Offerings, By Value (USD Billion), 2019−2030
Figure 185 Peru AI in Agriculture Market Share, By Technology, By Value (USD Billion), 2019−2030
Figure 186 Peru AI in Agriculture Market Share, By Deployment, By Value (USD Billion), 2019−2030
Figure 187 Peru AI in Agriculture Market Share, By Applications, By Value (USD Billion), 2019−2030
Figure 188 Peru AI in Agriculture Market Share, By End User, By Value (USD Billion), 2019−2030
Figure 189 Rest of LATAM AI in Agriculture Market Size, By Value (USD Billion), 2019−2030
Figure 190 Rest of LATAM AI in Agriculture Market Share, By Offerings, By Value (USD Billion), 2019−2030
Figure 191 Rest of LATAM AI in Agriculture Market Share, By Technology, By Value (USD Billion), 2019−2030
Figure 192 Rest of LATAM AI in Agriculture Market Share, By Deployment, By Value (USD Billion), 2019−2030
Figure 193 Rest of LATAM AI in Agriculture Market Share, By Applications, By Value (USD Billion), 2019−2030
Figure 194 Rest of LATAM AI in Agriculture Market Share, By End User, By Value (USD Billion), 2019−2030
Figure 195 Middle East & Africa AI in Agriculture Market Size, By Value (USD Billion), 2019−2030
Figure 196 Middle East & Africa AI in Agriculture Market Share, By Offerings, By Value (USD Billion), 2019−2030
Figure 197 Middle East & Africa AI in Agriculture Market Share, By Technology, By Value (USD Billion), 2019−2030
Figure 198 Middle East & Africa AI in Agriculture Market Share, By Deployment, By Value (USD Billion), 2019−2030
Figure 199 Middle East & Africa AI in Agriculture Market Share, By Applications, By Value (USD Billion), 2019−2030
Figure 200 Middle East & Africa AI in Agriculture Market Share, By End User, By Value (USD Billion), 2019−2030
Figure 201 Middle East & Africa AI in Agriculture Market Share, By Country, By Value (USD Billion), 2019−2030
Figure 202 Saudi Arabia AI in Agriculture Market Size, By Value (USD Billion), 2019−2030
Figure 203 Saudi Arabia AI in Agriculture Market Share, By Offerings, By Value (USD Billion), 2019−2030
Figure 204 Saudi Arabia AI in Agriculture Market Share, By Technology, By Value (USD Billion), 2019−2030
Figure 205 Saudi Arabia AI in Agriculture Market Share, By Deployment, By Value (USD Billion), 2019−2030
Figure 206 Saudi Arabia AI in Agriculture Market Share, By Applications, By Value (USD Billion), 2019−2030
Figure 207 Saudi Arabia AI in Agriculture Market Share, By End User, By Value (USD Billion), 2019−2030
Figure 208 UAE AI in Agriculture Market Size, By Value (USD Billion), 2019−2030
Figure 209 UAE AI in Agriculture Market Share, By Offerings, By Value (USD Billion), 2019−2030
Figure 210 UAE AI in Agriculture Market Share, By Technology, By Value (USD Billion), 2019−2030
Figure 211 UAE AI in Agriculture Market Share, By Deployment, By Value (USD Billion), 2019−2030
Figure 212 UAE AI in Agriculture Market Share, By Applications, By Value (USD Billion), 2019−2030
Figure 213 UAE AI in Agriculture Market Share, By End User, By Value (USD Billion), 2019−2030
Figure 214 Qatar AI in Agriculture Market Size, By Value (USD Billion), 2019−2030
Figure 215 Qatar AI in Agriculture Market Share, By Offerings, By Value (USD Billion), 2019−2030
Figure 216 Qatar AI in Agriculture Market Share, By Technology, By Value (USD Billion), 2019−2030
Figure 217 Qatar AI in Agriculture Market Share, By Deployment, By Value (USD Billion), 2019−2030
Figure 218 Qatar AI in Agriculture Market Share, By Applications, By Value (USD Billion), 2019−2030
Figure 219 Qatar AI in Agriculture Market Share, By End User, By Value (USD Billion), 2019−2030
Figure 220 Kuwait AI in Agriculture Market Size, By Value (USD Billion), 2019−2030
Figure 221 Kuwait AI in Agriculture Market Share, By Offerings, By Value (USD Billion), 2019−2030
Figure 222 Kuwait AI in Agriculture Market Share, By Technology, By Value (USD Billion), 2019−2030
Figure 223 Kuwait AI in Agriculture Market Share, By Deployment, By Value (USD Billion), 2019−2030
Figure 224 Kuwait AI in Agriculture Market Share, By Applications, By Value (USD Billion), 2019−2030
Figure 225 Kuwait AI in Agriculture Market Share, By End User, By Value (USD Billion), 2019−2030
Figure 226 South Africa AI in Agriculture Market Size, By Value (USD Billion), 2019−2030
Figure 227 South Africa AI in Agriculture Market Share, By Offerings, By Value (USD Billion), 2019−2030
Figure 228 South Africa AI in Agriculture Market Share, By Technology, By Value (USD Billion), 2019−2030
Figure 229 South Africa AI in Agriculture Market Share, By Deployment, By Value (USD Billion), 2019−2030
Figure 230 South Africa AI in Agriculture Market Share, By Applications, By Value (USD Billion), 2019−2030
Figure 231 South Africa AI in Agriculture Market Share, By End User, By Value (USD Billion), 2019−2030
Figure 232 Nigeria AI in Agriculture Market Size, By Value (USD Billion), 2019−2030
Figure 233 Nigeria AI in Agriculture Market Share, By Offerings, By Value (USD Billion), 2019−2030
Figure 234 Nigeria AI in Agriculture Market Share, By Technology, By Value (USD Billion), 2019−2030
Figure 235 Nigeria AI in Agriculture Market Share, By Deployment, By Value (USD Billion), 2019−2030
Figure 236 Nigeria AI in Agriculture Market Share, By Applications, By Value (USD Billion), 2019−2030
Figure 237 Nigeria AI in Agriculture Market Share, By End User, By Value (USD Billion), 2019−2030
Figure 238 Algeria AI in Agriculture Market Size, By Value (USD Billion), 2019−2030
Figure 239 Algeria AI in Agriculture Market Share, By Offerings, By Value (USD Billion), 2019−2030
Figure 240 Algeria AI in Agriculture Market Share, By Technology, By Value (USD Billion), 2019−2030
Figure 241 Algeria AI in Agriculture Market Share, By Deployment, By Value (USD Billion), 2019−2030
Figure 242 Algeria AI in Agriculture Market Share, By Applications, By Value (USD Billion), 2019−2030
Figure 243 Algeria AI in Agriculture Market Share, By End User, By Value (USD Billion), 2019−2030
Figure 244 Rest of MEA AI in Agriculture Market Size, By Value (USD Billion), 2019−2030
Figure 245 Rest of MEA AI in Agriculture Market Share, By Offerings, By Value (USD Billion), 2019−2030
Figure 246 Rest of MEA AI in Agriculture Market Share, By Technology, By Value (USD Billion), 2019−2030
Figure 247 Rest of MEA AI in Agriculture Market Share, By Deployment, By Value (USD Billion), 2019−2030
Figure 248 Rest of MEA AI in Agriculture Market Share, By Applications, By Value (USD Billion), 2019−2030
Figure 249 Rest of MEA AI in Agriculture Market Share, By End User, By Value (USD Billion), 2019−2030
List of Tables
Table 1 Global AI in Agriculture Market Size, By Offerings, By Value (USD Billion), 2019−2030
Table 2 Global AI in Agriculture Market Size, By Technology, By Value (USD Billion), 2019−2030
Table 3 Global AI in Agriculture Market Size, By Deployment, By Value (USD Billion), 2019−2030
Table 4 Global AI in Agriculture Market Size, By Applications, By Value (USD Billion), 2019−2030
Table 5 Global AI in Agriculture Market Size, By End User, By Value (USD Billion), 2019−2030
Table 6 Global AI in Agriculture Market Size, By Region, By Value (USD Billion), 2019−2030
Table 7 North America AI in Agriculture Market Size, By Offerings, By Value (USD Billion), 2019−2030
Table 8 North America AI in Agriculture Market Size, By Technology, By Value (USD Billion), 2019−2030
Table 9 North America AI in Agriculture Market Size, By Applications, By Value (USD Billion), 2019−2030
Table 10 North America AI in Agriculture Market Size, By End User, By Value (USD Billion), 2019−2030
Table 11 North America AI in Agriculture Market Size, By Country, By Value (USD Billion), 2019−2030
Table 12 United States AI in Agriculture Market Size, By Offerings, By Value (USD Billion), 2019−2030
Table 13 United States AI in Agriculture Market Size, By Technology, By Value (USD Billion), 2019−2030
Table 14 United States AI in Agriculture Market Size, By Deployment, By Value (USD Billion), 2019−2030
Table 15 United States AI in Agriculture Market Size, By End User, By Value (USD Billion), 2019−2030
Table 16 Canada AI in Agriculture Market Size, By Offerings, By Value (USD Billion), 2019−2030
Table 17 Canada AI in Agriculture Market Size, By Technology, By Value (USD Billion), 2019−2030
Table 18 Canada AI in Agriculture Market Size, By Deployment, By Value (USD Billion), 2019−2030
Table 19 Canada AI in Agriculture Market Size, By Applications, By Value (USD Billion), 2019−2030
Table 20 Canada AI in Agriculture Market Size, By End User, By Value (USD Billion), 2019−2030
Table 21 Europe AI in Agriculture Market Size, By Offerings, By Value (USD Billion), 2019−2030
Table 22 Europe AI in Agriculture Market Size, By Technology, By Value (USD Billion), 2019−2030
Table 23 Europe AI in Agriculture Market Size, By Deployment, By Value (USD Billion), 2019−2030
Table 24 Europe AI in Agriculture Market Size, By Applications, By Value (USD Billion), 2019−2030
Table 25 Europe AI in Agriculture Market Size, By End User, By Value (USD Billion), 2019−2030
Table 26 Europe AI in Agriculture Market Size, By Country, By Value (USD Billion), 2019−2030
Table 27 Germany AI in Agriculture Market Size, By Offerings, By Value (USD Billion), 2019−2030
Table 28 Germany AI in Agriculture Market Size, By Technology, By Value (USD Billion), 2019−2030
Table 29 Germany AI in Agriculture Market Size, By Deployment, By Value (USD Billion), 2019−2030
Table 30 Germany AI in Agriculture Market Size, By Applications, By Value (USD Billion), 2019−2030
Table 31 Germany AI in Agriculture Market Size, By End User, By Value (USD Billion), 2019−2030
Table 32 United Kingdom AI in Agriculture Market Size, By Offerings, By Value (USD Billion), 2019−2030
Table 33 United Kingdom AI in Agriculture Market Size, By Technology, By Value (USD Billion), 2019−2030
Table 34 United Kingdom AI in Agriculture Market Size, By Deployment, By Value (USD Billion), 2019−2030
Table 35 United Kingdom AI in Agriculture Market Size, By Applications, By Value (USD Billion), 2019−2030
Table 36 United Kingdom AI in Agriculture Market Size, By End User, By Value (USD Billion), 2019−2030
Table 37 Italy AI in Agriculture Market Size, By Offerings, By Value (USD Billion), 2019−2030
Table 38 Italy AI in Agriculture Market Size, By Technology, By Value (USD Billion), 2019−2030
Table 39 Italy AI in Agriculture Market Size, By Deployment, By Value (USD Billion), 2019−2030
Table 40 Italy AI in Agriculture Market Size, By Applications, By Value (USD Billion), 2019−2030
Table 41 Italy AI in Agriculture Market Size, By End User, By Value (USD Billion), 2019−2030
Table 42 France AI in Agriculture Market Size, By Offerings, By Value (USD Billion), 2019−2030
Table 43 France AI in Agriculture Market Size, By Technology, By Value (USD Billion), 2019−2030
Table 44 France AI in Agriculture Market Size, By Deployment, By Value (USD Billion), 2019−2030
Table 45 France AI in Agriculture Market Size, By Applications, By Value (USD Billion), 2019−2030
Table 46 France AI in Agriculture Market Size, By End User, By Value (USD Billion), 2019−2030
Table 47 Spain AI in Agriculture Market Size, By Offerings, By Value (USD Billion), 2019−2030
Table 48 Spain AI in Agriculture Market Size, By Technology, By Value (USD Billion), 2019−2030
Table 49 Spain AI in Agriculture Market Size, By Deployment, By Value (USD Billion), 2019−2030
Table 50 Spain AI in Agriculture Market Size, By Applications, By Value (USD Billion), 2019−2030
Table 51 Spain AI in Agriculture Market Size, By End User, By Value (USD Billion), 2019−2030
Table 52 The Netherlands AI in Agriculture Market Size, By Offerings, By Value (USD Billion), 2019−2030
Table 53 The Netherlands AI in Agriculture Market Size, By Technology, By Value (USD Billion), 2019−2030
Table 54 The Netherlands AI in Agriculture Market Size, By Deployment, By Value (USD Billion), 2019−2030
Table 55 The Netherlands AI in Agriculture Market Size, By Applications, By Value (USD Billion), 2019−2030
Table 56 The Netherlands AI in Agriculture Market Size, By End User, By Value (USD Billion), 2019−2030
Table 57 Belgium AI in Agriculture Market Size, By Offerings, By Value (USD Billion), 2019−2030
Table 58 Belgium AI in Agriculture Market Size, By Technology, By Value (USD Billion), 2019−2030
Table 59 Belgium AI in Agriculture Market Size, By Deployment, By Value (USD Billion), 2019−2030
Table 60 Belgium AI in Agriculture Market Size, By Applications, By Value (USD Billion), 2019−2030
Table 61 Belgium AI in Agriculture Market Size, By End User, By Value (USD Billion), 2019−2030
Table 62 Rest of Europe AI in Agriculture Market Size, By Offerings, By Value (USD Billion), 2019−2030
Table 63 Rest of Europe AI in Agriculture Market Size, By Technology, By Value (USD Billion), 2019−2030
Table 64 Rest of Europe AI in Agriculture Market Size, By Deployment, By Value (USD Billion), 2019−2030
Table 65 Rest of Europe AI in Agriculture Market Size, By Applications, By Value (USD Billion), 2019−2030
Table 66 Rest of Europe AI in Agriculture Market Size, By End User, By Value (USD Billion), 2019−2030
Table 67 Asia Pacific AI in Agriculture Market Size, By Offerings, By Value (USD Billion), 2019−2030
Table 68 Asia Pacific AI in Agriculture Market Size, By Technology, By Value (USD Billion), 2019−2030
Table 69 Asia Pacific AI in Agriculture Market Size, By Deployment, By Value (USD Billion), 2019−2030
Table 70 Asia Pacific AI in Agriculture Market Size, By Applications, By Value (USD Billion), 2019−2030
Table 71 Asia Pacific AI in Agriculture Market Size, By End User, By Value (USD Billion), 2019−2030
Table 72 Asia Pacific AI in Agriculture Market Size, By Country, By Value (USD Billion), 2019−2030
Table 73 China AI in Agriculture Market Size, By Offerings, By Value (USD Billion), 2019−2030
Table 74 China AI in Agriculture Market Size, By Technology, By Value (USD Billion), 2019−2030
Table 75 China AI in Agriculture Market Size, By Deployment, By Value (USD Billion), 2019−2030
Table 76 China AI in Agriculture Market Size, By Applications, By Value (USD Billion), 2019−2030
Table 77 China AI in Agriculture Market Size, By End User, By Value (USD Billion), 2019−2030
Table 78 India AI in Agriculture Market Size, By Offerings, By Value (USD Billion), 2019−2030
Table 79 India AI in Agriculture Market Size, By Technology, By Value (USD Billion), 2019−2030
Table 80 India AI in Agriculture Market Size, By Deployment, By Value (USD Billion), 2019−2030
Table 81 India AI in Agriculture Market Size, By Applications, By Value (USD Billion), 2019−2030
Table 82 India AI in Agriculture Market Size, By End User, By Value (USD Billion), 2019−2030
Table 83 Japan AI in Agriculture Market Size, By Offerings, By Value (USD Billion), 2019−2030
Table 84 Japan AI in Agriculture Market Size, By Technology, By Value (USD Billion), 2019−2030
Table 85 Japan AI in Agriculture Market Size, By Deployment, By Value (USD Billion), 2019−2030
Table 86 Japan AI in Agriculture Market Size, By Applications, By Value (USD Billion), 2019−2030
Table 87 Japan AI in Agriculture Market Size, By End User, By Value (USD Billion), 2019−2030
Table 88 South Korea AI in Agriculture Market Size, By Offerings, By Value (USD Billion), 2019−2030
Table 89 South Korea AI in Agriculture Market Size, By Technology, By Value (USD Billion), 2019−2030
Table 90 South Korea AI in Agriculture Market Size, By Deployment, By Value (USD Billion), 2019−2030
Table 91 South Korea AI in Agriculture Market Size, By Applications, By Value (USD Billion), 2019−2030
Table 92 South Korea AI in Agriculture Market Size, By End User, By Value (USD Billion), 2019−2030
Table 93 Australia & New Zealand AI in Agriculture Market Size, By Offerings, By Value (USD Billion), 2019−2030
Table 94 Australia & New Zealand AI in Agriculture Market Size, By Technology, By Value (USD Billion), 2019−2030
Table 95 Australia & New Zealand AI in Agriculture Market Size, By Deployment, By Value (USD Billion), 2019−2030
Table 96 Australia & New Zealand AI in Agriculture Market Size, By Applications, By Value (USD Billion), 2019−2030
Table 97 Australia & New Zealand AI in Agriculture Market Size, By End User, By Value (USD Billion), 2019−2030
Table 98 Indonesia AI in Agriculture Market Size, By Offerings, By Value (USD Billion), 2019−2030
Table 99 Indonesia AI in Agriculture Market Size, By Technology, By Value (USD Billion), 2019−2030
Table 100 Indonesia AI in Agriculture Market Size, By Deployment, By Value (USD Billion), 2019−2030
Table 101 Indonesia AI in Agriculture Market Size, By Applications, By Value (USD Billion), 2019−2030
Table 102 Indonesia AI in Agriculture Market Size, By End User, By Value (USD Billion), 2019−2030
Table 103 Malaysia AI in Agriculture Market Size, By Offerings, By Value (USD Billion), 2019−2030
Table 104 Malaysia AI in Agriculture Market Size, By Technology, By Value (USD Billion), 2019−2030
Table 105 Malaysia AI in Agriculture Market Size, By Deployment, By Value (USD Billion), 2019−2030
Table 106 Malaysia AI in Agriculture Market Size, By Applications, By Value (USD Billion), 2019−2030
Table 107 Malaysia AI in Agriculture Market Size, By End User, By Value (USD Billion), 2019−2030
Table 108 Singapore AI in Agriculture Market Size, By Offerings, By Value (USD Billion), 2019−2030
Table 109 Singapore AI in Agriculture Market Size, By Technology, By Value (USD Billion), 2019−2030
Table 110 Singapore AI in Agriculture Market Size, By Deployment, By Value (USD Billion), 2019−2030
Table 111 Singapore AI in Agriculture Market Size, By Applications, By Value (USD Billion), 2019−2030
Table 112 Singapore AI in Agriculture Market Size, By End User, By Value (USD Billion), 2019−2030
Table 113 Philippines AI in Agriculture Market Size, By Offerings, By Value (USD Billion), 2019−2030
Table 114 Philippines AI in Agriculture Market Size, By Technology, By Value (USD Billion), 2019−2030
Table 115 Philippines AI in Agriculture Market Size, By Deployment, By Value (USD Billion), 2019−2030
Table 116 Philippines AI in Agriculture Market Size, By Applications, By Value (USD Billion), 2019−2030
Table 117 Philippines AI in Agriculture Market Size, By End User, By Value (USD Billion), 2019−2030
Table 118 Vietnam AI in Agriculture Market Size, By Offerings, By Value (USD Billion), 2019−2030
Table 119 Vietnam AI in Agriculture Market Size, By Technology, By Value (USD Billion), 2019−2030
Table 120 Vietnam AI in Agriculture Market Size, By Deployment, By Value (USD Billion), 2019−2030
Table 121 Vietnam AI in Agriculture Market Size, By Applications, By Value (USD Billion), 2019−2030
Table 122 Vietnam AI in Agriculture Market Size, By End User, By Value (USD Billion), 2019−2030
Table 123 Rest of Asia Pacific AI in Agriculture Market Size, By Offerings, By Value (USD Billion), 2019−2030
Table 124 Rest of Asia Pacific AI in Agriculture Market Size, By Technology, By Value (USD Billion), 2019−2030
Table 125 Rest of Asia Pacific AI in Agriculture Market Size, By Deployment, By Value (USD Billion), 2019−2030
Table 126 Rest of Asia Pacific AI in Agriculture Market Size, By Applications, By Value (USD Billion), 2019−2030
Table 127 Rest of Asia Pacific AI in Agriculture Market Size, By End User, By Value (USD Billion), 2019−2030
Table 128 Latin America AI in Agriculture Market Size, By Offerings, By Value (USD Billion), 2019−2030
Table 129 Latin America AI in Agriculture Market Size, By Technology, By Value (USD Billion), 2019−2030
Table 130 Latin America AI in Agriculture Market Size, By Deployment, By Value (USD Billion), 2019−2030
Table 131 Latin America AI in Agriculture Market Size, By Applications, By Value (USD Billion), 2019−2030
Table 132 Latin America AI in Agriculture Market Size, By End User, By Value (USD Billion), 2019−2030
Table 133 Latin America AI in Agriculture Market Size, By Country, By Value (USD Billion), 2019−2030
Table 134 Brazil AI in Agriculture Market Size, By Offerings, By Value (USD Billion), 2019−2030
Table 135 Brazil AI in Agriculture Market Size, By Technology, By Value (USD Billion), 2019−2030
Table 136 Brazil AI in Agriculture Market Size, By Deployment, By Value (USD Billion), 2019−2030
Table 137 Brazil AI in Agriculture Market Size, By Applications, By Value (USD Billion), 2019−2030
Table 138 Brazil AI in Agriculture Market Size, By End User, By Value (USD Billion), 2019−2030
Table 139 Mexico AI in Agriculture Market Size, By Offerings, By Value (USD Billion), 2019−2030
Table 140 Mexico AI in Agriculture Market Size, By Technology, By Value (USD Billion), 2019−2030
Table 141 Mexico AI in Agriculture Market Size, By Deployment, By Value (USD Billion), 2019−2030
Table 142 Mexico AI in Agriculture Market Size, By Applications, By Value (USD Billion), 2019−2030
Table 143 Mexico AI in Agriculture Market Size, By End User, By Value (USD Billion), 2019−2030
Table 144 Argentina AI in Agriculture Market Size, By Offerings, By Value (USD Billion), 2019−2030
Table 145 Argentina AI in Agriculture Market Size, By Technology, By Value (USD Billion), 2019−2030
Table 146 Argentina AI in Agriculture Market Size, By Deployment, By Value (USD Billion), 2019−2030
Table 147 Argentina AI in Agriculture Market Size, By Applications, By Value (USD Billion), 2019−2030
Table 148 Argentina AI in Agriculture Market Size, By End User, By Value (USD Billion), 2019−2030
Table 149 Peru AI in Agriculture Market Size, By Offerings, By Value (USD Billion), 2019−2030
Table 150 Peru AI in Agriculture Market Size, By Technology, By Value (USD Billion), 2019−2030
Table 151 Peru AI in Agriculture Market Size, By Deployment, By Value (USD Billion), 2019−2030
Table 152 Peru AI in Agriculture Market Size, By Applications, By Value (USD Billion), 2019−2030
Table 153 Peru AI in Agriculture Market Size, By End User, By Value (USD Billion), 2019−2030
Table 154 Colombia AI in Agriculture Market Size, By Offerings, By Value (USD Billion), 2019−2030
Table 155 Colombia AI in Agriculture Market Size, By Technology, By Value (USD Billion), 2019−2030
Table 156 Colombia AI in Agriculture Market Size, By Deployment, By Value (USD Billion), 2019−2030
Table 157 Colombia AI in Agriculture Market Size, By Applications, By Value (USD Billion), 2019−2030
Table 158 Colombia AI in Agriculture Market Size, By End User, By Value (USD Billion), 2019−2030
Table 159 Rest of LATAM AI in Agriculture Market Size, By Offerings, By Value (USD Billion), 2019−2030
Table 160 Rest of LATAM AI in Agriculture Market Size, By Technology, By Value (USD Billion), 2019−2030
Table 161 Rest of LATAM AI in Agriculture Market Size, By Deployment, By Value (USD Billion), 2019−2030
Table 162 Rest of LATAM AI in Agriculture Market Size, By Applications, By Value (USD Billion), 2019−2030
Table 163 Rest of LATAM AI in Agriculture Market Size, By End User, By Value (USD Billion), 2019−2030
Table 164 Middle East & Africa AI in Agriculture Market Size, By Offerings, By Value (USD Billion), 2019−2030
Table 165 Middle East & Africa AI in Agriculture Market Size, By Technology, By Value (USD Billion), 2019−2030
Table 166 Middle East & Africa AI in Agriculture Market Size, By Deployment, By Value (USD Billion), 2019−2030
Table 167 Middle East & Africa AI in Agriculture Market Size, By Applications, By Value (USD Billion), 2019−2030
Table 168 Middle East & Africa AI in Agriculture Market Size, By End User, By Value (USD Billion), 2019−2030
Table 169 Middle East & Africa AI in Agriculture Market Size, By Country, By Value (USD Billion), 2019−2030
Table 170 Saudi Arabia AI in Agriculture Market Size, By Offerings, By Value (USD Billion), 2019−2030
Table 171 Saudi Arabia AI in Agriculture Market Size, By Technology, By Value (USD Billion), 2019−2030
Table 172 Saudi Arabia AI in Agriculture Market Size, By Deployment, By Value (USD Billion), 2019−2030
Table 173 Saudi Arabia AI in Agriculture Market Size, By Applications, By Value (USD Billion), 2019−2030
Table 174 Saudi Arabia AI in Agriculture Market Size, By End User, By Value (USD Billion), 2019−2030
Table 175 UAE AI in Agriculture Market Size, By Offerings, By Value (USD Billion), 2019−2030
Table 176 UAE AI in Agriculture Market Size, By Technology, By Value (USD Billion), 2019−2030
Table 177 UAE AI in Agriculture Market Size, By Deployment, By Value (USD Billion), 2019−2030
Table 178 UAE AI in Agriculture Market Size, By Applications, By Value (USD Billion), 2019−2030
Table 179 UAE AI in Agriculture Market Size, By End User, By Value (USD Billion), 2019−2030
Table 180 Qatar AI in Agriculture Market Size, By Offerings, By Value (USD Billion), 2019−2030
Table 181 Qatar AI in Agriculture Market Size, By Technology, By Value (USD Billion), 2019−2030
Table 182 Qatar AI in Agriculture Market Size, By Deployment, By Value (USD Billion), 2019−2030
Table 183 Qatar AI in Agriculture Market Size, By Applications, By Value (USD Billion), 2019−2030
Table 184 Qatar AI in Agriculture Market Size, By End User, By Value (USD Billion), 2019−2030
Table 185 Kuwait AI in Agriculture Market Size, By Offerings, By Value (USD Billion), 2019−2030
Table 186 Kuwait AI in Agriculture Market Size, By Technology, By Value (USD Billion), 2019−2030
Table 187 Kuwait AI in Agriculture Market Size, By Deployment, By Value (USD Billion), 2019−2030
Table 188 Kuwait AI in Agriculture Market Size, By Applications, By Value (USD Billion), 2019−2030
Table 189 Kuwait AI in Agriculture Market Size, By End User, By Value (USD Billion), 2019−2030
Table 190 Iran AI in Agriculture Market Size, By Offerings, By Value (USD Billion), 2019−2030
Table 191 Iran AI in Agriculture Market Size, By Technology, By Value (USD Billion), 2019−2030
Table 192 Iran AI in Agriculture Market Size, By Deployment, By Value (USD Billion), 2019−2030
Table 193 Iran AI in Agriculture Market Size, By Applications, By Value (USD Billion), 2019−2030
Table 194 Iran AI in Agriculture Market Size, By End User, By Value (USD Billion), 2019−2030
Table 195 South Africa AI in Agriculture Market Size, By Offerings, By Value (USD Billion), 2019−2030
Table 196 South Africa AI in Agriculture Market Size, By Technology, By Value (USD Billion), 2019−2030
Table 197 South Africa AI in Agriculture Market Size, By Deployment, By Value (USD Billion), 2019−2030
Table 198 South Africa AI in Agriculture Market Size, By Applications, By Value (USD Billion), 2019−2030
Table 199 South Africa AI in Agriculture Market Size, By End User, By Value (USD Billion), 2019−2030
Table 200 Nigeria AI in Agriculture Market Size, By Offerings, By Value (USD Billion), 2019−2030
Table 201 Nigeria AI in Agriculture Market Size, By Technology, By Value (USD Billion), 2019−2030
Table 202 Nigeria AI in Agriculture Market Size, By Deployment, By Value (USD Billion), 2019−2030
Table 203 Nigeria AI in Agriculture Market Size, By Applications, By Value (USD Billion), 2019−2030
Table 204 Nigeria AI in Agriculture Market Size, By End User, By Value (USD Billion), 2019−2030
Table 205 Kenya AI in Agriculture Market Size, By Offerings, By Value (USD Billion), 2019−2030
Table 206 Kenya AI in Agriculture Market Size, By Technology, By Value (USD Billion), 2019−2030
Table 207 Kenya AI in Agriculture Market Size, By Deployment, By Value (USD Billion), 2019−2030
Table 208 Kenya AI in Agriculture Market Size, By Applications, By Value (USD Billion), 2019−2030
Table 209 Kenya AI in Agriculture Market Size, By End User, By Value (USD Billion), 2019−2030
Table 210 Egypt AI in Agriculture Market Size, By Offerings, By Value (USD Billion), 2019−2030
Table 211 Egypt AI in Agriculture Market Size, By Technology, By Value (USD Billion), 2019−2030
Table 212 Egypt AI in Agriculture Market Size, By Deployment, By Value (USD Billion), 2019−2030
Table 213 Egypt AI in Agriculture Market Size, By Applications, By Value (USD Billion), 2019−2030
Table 214 Egypt AI in Agriculture Market Size, By End User, By Value (USD Billion), 2019−2030
Table 215 Morocco AI in Agriculture Market Size, By Offerings, By Value (USD Billion), 2019−2030
Table 216 Morocco AI in Agriculture Market Size, By Technology, By Value (USD Billion), 2019−2030
Table 217 Morocco AI in Agriculture Market Size, By Deployment, By Value (USD Billion), 2019−2030
Table 218 Morocco AI in Agriculture Market Size, By Applications, By Value (USD Billion), 2019−2030
Table 219 Morocco AI in Agriculture Market Size, By End User, By Value (USD Billion), 2019−2030
Table 220 Algeria AI in Agriculture Market Size, By Offerings, By Value (USD Billion), 2019−2030
Table 221 Algeria AI in Agriculture Market Size, By Technology, By Value (USD Billion), 2019−2030
Table 222 Algeria AI in Agriculture Market Size, By Deployment, By Value (USD Billion), 2019−2030
Table 223 Algeria AI in Agriculture Market Size, By Applications, By Value (USD Billion), 2019−2030
Table 224 Algeria AI in Agriculture Market Size, By End User, By Value (USD Billion), 2019−2030
Table 225 Rest of MEA AI in Agriculture Market Size, By Offerings, By Value (USD Billion), 2019−2030
Table 226 Rest of MEA AI in Agriculture Market Size, By Technology, By Value (USD Billion), 2019−2030
Table 227 Rest of MEA AI in Agriculture Market Size, By Deployment, By Value (USD Billion), 2019−2030
Table 228 Rest of MEA AI in Agriculture Market Size, By Applications, By Value (USD Billion), 2019−2030
Table 229 Rest of MEA AI in Agriculture Market Size, By End User, By Value (USD Billion), 2019−2030
Table 230 Microsoft Corporation Company Overview
Table 231 Microsoft Corporation Financial Overview
Table 232 IBM Corporation Company Overview
Table 233 IBM Corporation Financial Overview
Table 234 Granular Inc. Company Overview
Table 235 Granular Inc. Financial Overview
Table 236 Prospera Technologies Ltd Company Overview
Table 237 Prospera Technologies Ltd Financial Overview
Table 238 Gamaya SA Company Overview
Table 239 Gamaya SA Financial Overview
Table 240 ec2ce Company Overview
Table 241 ec2ce Financial Overview
Table 242 PrecisionHawk Inc. Company Overview
Table 243 PrecisionHawk Inc. Financial Overview
Table 244 Cainthus Corp. Company Overview
Table 245 Cainthus Corp. Financial Overview
Table 246 Tule Technologies Inc. Company Overview
Table 247 Tule Technologies Inc. Financial Overview
Table 248 Deere & Company Overview
Table 249 Deere & Company Financial Overview
Table 250 AgEagle Aerial Systems Inc Company Overview
Table 251 AgEagle Aerial Systems Inc Financial Overview
Table 252 Emedlife. Company Overview
Table 253 Emedlife. Financial Overview
Market Segmentation
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