Global AI in Agriculture Market Size study, by Application (Weather Tracking, Precision Farming, Drone Analytics) By Deployment (Cloud, On-premise, Hybrid) and Regional Forecasts 2022-2032

Global AI in Agriculture Market Size study, by Application (Weather Tracking, Precision Farming, Drone Analytics) By Deployment (Cloud, On-premise, Hybrid) and Regional Forecasts 2022-2032


Global AI in Agriculture Market is valued approximately at USD 1753.2 million in 2023 and is anticipated to grow with a healthy growth rate of more than 26.21% over the forecast period 2024-2032. AI in agriculture encompasses the adoption of machine learning algorithms, computer vision, robotics, and other AI techniques to improve agricultural production, resource management, crop health monitoring, task automation, and data-driven decision-making. AI in agriculture seeks to improve efficiency, production, and sustainability in farming while lowering costs and adverse environmental effects. Furthermore, rising integration of drone analytics are gaining attention towards Global AI in Agriculture Market. Drones equipped with cameras and sensors can collect high-resolution imagery and data over large agricultural areas. AI algorithms can then analyze this data to provide farmers with valuable insights about crop health, nutrient levels, water stress, pest infestations, and other factors.

The Global AI in Agriculture Market is driven by rising demand for precision farming techniques and increase use of unmanned aerial vehicles (UAVs) within agricultural farms across the world. Precision farming techniques streamline farm operations and improve overall efficiency. By automating repetitive tasks such as field monitoring, irrigation scheduling, and pest detection, AI technologies reduce the need for manual labor and enable farmers to focus their efforts on more strategic activities. In addition, UAVs enable precision agriculture by providing farmers with detailed, real-time information about their fields. AI algorithms can analyze the data collected by drones to create detailed maps and models of the farm, identifying areas of variability, and optimizing input application. However, high deployment cost of AI in Agriculture and lack of standardization in data collection is going to impede the overall demand for the market during the forecast period 2022-2032.

The key regions considered for the Global AI in Agriculture market study includes Asia Pacific, North America, Europe, Latin America, and Rest of the World. In 2023, North America was the largest regional market in terms of revenue owing to factors such as increasing adoption of AI technologies to enhance agricultural productivity across the region. AI-powered systems help farmers optimize the use of inputs such as water, fertilizers, and pesticides by providing real-time monitoring and analysis of crop conditions. Furthermore, the market in Asia Pacific, on the other hand, is expected to grow at the fastest rate over the forecast period.

Major market player included in this report are:
Microsoft Corporation
International Business Machines Corporation
Granular Inc
aWhere Inc
Prospera Technologies Ltd
Gamaya SA
Easytosee Agtech, SL
PrecisionHawk Inc
Cainthus Corp
Tule Technologies Inc

The detailed segments and sub-segment of the market are explained below:

By Application
Weather Tracking
Precision Farming
Drone Analytics

By Deployment
Cloud
On-premise
Hybrid

By Region:
North America
U.S.
Canada
Europe
UK
Germany
France
Spain
Italy
ROE
Asia Pacific
China
India
Japan
Australia
South Korea
RoAPAC
Latin America
Brazil
Mexico
Middle East & Africa
Saudi Arabia
South Africa
RoMEA

Years considered for the study are as follows:
Historical year – 2022
Base year – 2023
Forecast period – 2024 to 2032

Key Takeaways:
Market Estimates & Forecast for 10 years from 2022 to 2032.
Annualized revenues and regional level analysis for each market segment.
Detailed analysis of geographical landscape with Country level analysis of major regions.
Competitive landscape with information on major players in the market.
Analysis of key business strategies and recommendations on future market approach.
Analysis of competitive structure of the market.
Demand side and supply side analysis of the market

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Chapter 1. Global AI in Agriculture Market Definition and Research Assumptions
1.1. Research Objective
1.2. Market Definition
1.3. Research Assumptions
1.3.1. Inclusion & Exclusion
1.3.2. Limitations
1.3.3. Supply Side Analysis
1.3.3.1. Availability
1.3.3.2. Infrastructure
1.3.3.3. Regulatory Environment
1.3.3.4. Market Competition
1.3.3.5. Economic Viability (Consumer’s Perspective)
1.3.4. Demand Side Analysis
1.3.4.1. Regulatory frameworks
1.3.4.2. Technological Advancements
1.3.4.3. Environmental Considerations
1.3.4.4. Consumer Awareness & Acceptance
1.4. Estimation Methodology
1.5. Years Considered for the Study
1.6. Currency Conversion Rates
Chapter 2. Executive Summary
2.1. Global AI in Agriculture Market Size & Forecast (2022- 2032)
2.2. Regional Summary
2.3. Segmental Summary
2.3.1. By Application
2.3.2. By Deployment
2.4. Key Trends
2.5. Recession Impact
2.6. Analyst Recommendation & Conclusion
Chapter 3. Global AI in Agriculture Market Dynamics
3.1. Market Drivers
3.2. Market Challenges
3.3. Market Opportunities
Chapter 4. Global AI in Agriculture Market: Industry Analysis
4.1. Porter’s 5 Force Model
4.1.1. Bargaining Power of Suppliers
4.1.2. Bargaining Power of Buyers
4.1.3. Threat of New Entrants
4.1.4. Threat of Substitutes
4.1.5. Competitive Rivalry
4.1.6. Futuristic Approach to Porter’s 5 Force Model
4.1.7. Porter’s 5 Force Impact Analysis
4.2. PESTEL Analysis
4.2.1. Political
4.2.2. Economic
4.2.3. Social
4.2.4. Technological
4.2.5. Environmental
4.2.6. Legal
4.3. Top investment opportunity
4.4. Top winning strategies
4.5. Disruptive Trends
4.6. Industry Expert Perspective
4.7. Analyst Recommendation & Conclusion
Chapter 5. Global AI in Agriculture Market Size & Forecasts by Application 2022-2032
5.1. Weather Tracking
5.2. Precision Farming
5.3. Drone Analytics
Chapter 6. Global AI in Agriculture Market Size & Forecasts by Deployment 2022-2032
6.1. Cloud
6.2. On-premise
6.3. Hybrid
Chapter 7. Global AI in Agriculture Market Size & Forecasts by Region 2022-2032
7.1. North America AI in Agriculture Market
7.1.1. U.S. AI in Agriculture Market
7.1.1.1. Application breakdown size & forecasts, 2022-2032
7.1.1.2. Deployment breakdown size & forecasts, 2022-2032
7.1.2. Canada AI in Agriculture Market
7.2. Europe AI in Agriculture Market
7.2.1. U.K. AI in Agriculture Market
7.2.2. Germany AI in Agriculture Market
7.2.3. France AI in Agriculture Market
7.2.4. Spain AI in Agriculture Market
7.2.5. Italy AI in Agriculture Market
7.2.6. Rest of Europe AI in Agriculture Market
7.3. Asia-Pacific AI in Agriculture Market
7.3.1. China AI in Agriculture Market
7.3.2. India AI in Agriculture Market
7.3.3. Japan AI in Agriculture Market
7.3.4. Australia AI in Agriculture Market
7.3.5. South Korea AI in Agriculture Market
7.3.6. Rest of Asia Pacific AI in Agriculture Market
7.4. Latin America AI in Agriculture Market
7.4.1. Brazil AI in Agriculture Market
7.4.2. Mexico AI in Agriculture Market
7.4.3. Rest of Latin America AI in Agriculture Market
7.5. Middle East & Africa AI in Agriculture Market
7.5.1. Saudi Arabia AI in Agriculture Market
7.5.2. South Africa AI in Agriculture Market
7.5.3. Rest of Middle East & Africa AI in Agriculture Market
Chapter 8. Competitive Intelligence
8.1. Key Company SWOT Analysis
8.1.1. Company 1
8.1.2. Company 2
8.1.3. Company 3
8.2. Top Market Strategies
8.3. Company Profiles
8.3.1. Microsoft Corporation
8.3.1.1. Key Information
8.3.1.2. Overview
8.3.1.3. Financial (Subject to Data Availability)
8.3.1.4. Product Summary
8.3.1.5. Market Strategies
8.3.2. International Business Machines Corporation
8.3.3. Granular Inc
8.3.4. aWhere Inc
8.3.5. Prospera Technologies Ltd
8.3.6. Gamaya SA
8.3.7. Easytosee Agtech, SL
8.3.8. PrecisionHawk Inc
8.3.9. Cainthus Corp
8.3.10. Tule Technologies Inc
Chapter 9. Research Process
9.1. Research Process
9.1.1. Data Mining
9.1.2. Analysis
9.1.3. Market Estimation
9.1.4. Validation
9.1.5. Publishing
9.2. Research Attributes
List of Tables
TABLE 1. Global AI in Agriculture market, report scope
TABLE 2. Global AI in Agriculture market estimates & forecasts by Region 2022-2032 (USD Million)
TABLE 3. Global AI in Agriculture market estimates & forecasts by Application 2022-2032 (USD Million)
TABLE 4. Global AI in Agriculture market estimates & forecasts by Deployment 2022-2032 (USD Million)
TABLE 5. Global AI in Agriculture market by segment, estimates & forecasts, 2022-2032 (USD Million)
TABLE 6. Global AI in Agriculture market by region, estimates & forecasts, 2022-2032 (USD Million)
TABLE 7. Global AI in Agriculture market by segment, estimates & forecasts, 2022-2032 (USD Million)
TABLE 8. Global AI in Agriculture market by region, estimates & forecasts, 2022-2032 (USD Million)
TABLE 9. Global AI in Agriculture market by segment, estimates & forecasts, 2022-2032 (USD Million)
TABLE 10. Global AI in Agriculture market by region, estimates & forecasts, 2022-2032 (USD Million)
TABLE 11. Global AI in Agriculture market by segment, estimates & forecasts, 2022-2032 (USD Million)
TABLE 12. Global AI in Agriculture market by region, estimates & forecasts, 2022-2032 (USD Million)
TABLE 13. Global AI in Agriculture market by segment, estimates & forecasts, 2022-2032 (USD Million)
TABLE 14. Global AI in Agriculture market by region, estimates & forecasts, 2022-2032 (USD Million)
TABLE 15. U.S. AI in Agriculture market estimates & forecasts, 2022-2032 (USD Million)
TABLE 16. U.S. AI in Agriculture market estimates & forecasts by segment 2022-2032 (USD Million)
TABLE 17. U.S. AI in Agriculture market estimates & forecasts by segment 2022-2032 (USD Million)
TABLE 18. Canada AI in Agriculture market estimates & forecasts, 2022-2032 (USD Million)
TABLE 19. Canada AI in Agriculture market estimates & forecasts by segment 2022-2032 (USD Million)
TABLE 20. Canada AI in Agriculture market estimates & forecasts by segment 2022-2032 (USD Million)
TABLE 21. UK AI in Agriculture market estimates & forecasts, 2022-2032 (USD Million)
TABLE 22. UK AI in Agriculture market estimates & forecasts by segment 2022-2032 (USD Million)
TABLE 23. UK AI in Agriculture market estimates & forecasts by segment 2022-2032 (USD Million)
TABLE 24. Germany AI in Agriculture market estimates & forecasts, 2022-2032 (USD Million)
TABLE 25. Germany AI in Agriculture market estimates & forecasts by segment 2022-2032 (USD Million)
TABLE 26. Germany AI in Agriculture market estimates & forecasts by segment 2022-2032 (USD Million)
TABLE 27. France AI in Agriculture market estimates & forecasts, 2022-2032 (USD Million)
TABLE 28. France AI in Agriculture market estimates & forecasts by segment 2022-2032 (USD Million)
TABLE 29. France AI in Agriculture market estimates & forecasts by segment 2022-2032 (USD Million)
TABLE 30. Italy AI in Agriculture market estimates & forecasts, 2022-2032 (USD Million)
TABLE 31. Italy AI in Agriculture market estimates & forecasts by segment 2022-2032 (USD Million)
TABLE 32. Italy AI in Agriculture market estimates & forecasts by segment 2022-2032 (USD Million)
TABLE 33. Spain AI in Agriculture market estimates & forecasts, 2022-2032 (USD Million)
TABLE 34. Spain AI in Agriculture market estimates & forecasts by segment 2022-2032 (USD Million)
TABLE 35. Spain AI in Agriculture market estimates & forecasts by segment 2022-2032 (USD Million)
TABLE 36. RoE AI in Agriculture market estimates & forecasts, 2022-2032 (USD Million)
TABLE 37. RoE AI in Agriculture market estimates & forecasts by segment 2022-2032 (USD Million)
TABLE 38. RoE AI in Agriculture market estimates & forecasts by segment 2022-2032 (USD Million)
TABLE 39. China AI in Agriculture market estimates & forecasts, 2022-2032 (USD Million)
TABLE 40. China AI in Agriculture market estimates & forecasts by segment 2022-2032 (USD Million)
TABLE 41. China AI in Agriculture market estimates & forecasts by segment 2022-2032 (USD Million)
TABLE 42. India AI in Agriculture market estimates & forecasts, 2022-2032 (USD Million)
TABLE 43. India AI in Agriculture market estimates & forecasts by segment 2022-2032 (USD Million)
TABLE 44. India AI in Agriculture market estimates & forecasts by segment 2022-2032 (USD Million)
TABLE 45. Japan AI in Agriculture market estimates & forecasts, 2022-2032 (USD Million)
TABLE 46. Japan AI in Agriculture market estimates & forecasts by segment 2022-2032 (USD Million)
TABLE 47. Japan AI in Agriculture market estimates & forecasts by segment 2022-2032 (USD Million)
TABLE 48. Australia AI in Agriculture market estimates & forecasts, 2022-2032 (USD Million)
TABLE 49. Australia AI in Agriculture market estimates & forecasts by segment 2022-2032 (USD Million)
TABLE 50. Australia AI in Agriculture market estimates & forecasts by segment 2022-2032 (USD Million)
TABLE 51. South Korea AI in Agriculture market estimates & forecasts, 2022-2032 (USD Million)
TABLE 52. South Korea AI in Agriculture market estimates & forecasts by segment 2022-2032 (USD Million)
TABLE 53. South Korea AI in Agriculture market estimates & forecasts by segment 2022-2032 (USD Million)
TABLE 54.
TABLE 55. RoAPAC AI in Agriculture market estimates & forecasts, 2022-2032 (USD Million)
TABLE 56. RoAPAC AI in Agriculture market estimates & forecasts by segment 2022-2032 (USD Million)
TABLE 57. RoAPAC AI in Agriculture market estimates & forecasts by segment 2022-2032 (USD Million)
TABLE 58. Brazil AI in Agriculture market estimates & forecasts, 2022-2032 (USD Million)
TABLE 59. Brazil AI in Agriculture market estimates & forecasts by segment 2022-2032 (USD Million)
TABLE 60. Brazil AI in Agriculture market estimates & forecasts by segment 2022-2032 (USD Million)
TABLE 61. Mexico AI in Agriculture market estimates & forecasts, 2022-2032 (USD Million)
TABLE 62. Mexico AI in Agriculture market estimates & forecasts by segment 2022-2032 (USD Million)
TABLE 63. Mexico AI in Agriculture market estimates & forecasts by segment 2022-2032 (USD Million)
TABLE 64. RoLA AI in Agriculture market estimates & forecasts, 2022-2032 (USD Million)
TABLE 65. RoLA AI in Agriculture market estimates & forecasts by segment 2022-2032 (USD Million)
TABLE 66. RoLA AI in Agriculture market estimates & forecasts by segment 2022-2032 (USD Million)
TABLE 67. Saudi Arabia AI in Agriculture market estimates & forecasts, 2022-2032 (USD Million)
TABLE 68. Saudi Arabia AI in Agriculture market estimates & forecasts, 2022-2032 (USD Million)
TABLE 69. Saudi Arabia AI in Agriculture market estimates & forecasts, 2022-2032 (USD Million)
TABLE 70. South Africa AI in Agriculture market estimates & forecasts by segment 2022-2032 (USD Million)
TABLE 71.
TABLE 72. South Africa AI in Agriculture market estimates & forecasts by segment 2022-2032 (USD Million)
TABLE 73. South Africa AI in Agriculture market estimates & forecasts by segment 2022-2032 (USD Million)
TABLE 74. RoMEA AI in Agriculture market estimates & forecasts by segment 2022-2032 (USD Million)
TABLE 75. RoMEA AI in Agriculture market estimates & forecasts by segment 2022-2032 (USD Million)
TABLE 76. RoMEA AI in Agriculture market estimates & forecasts by segment 2022-2032 (USD Million)
TABLE 77. List of secondary sources, used in the study of Global AI in Agriculture Market.
TABLE 78. List of primary sources, used in the study of Global AI in Agriculture Market.
TABLE 79. Years considered for the study.
TABLE 80. Exchange rates considered.
List of figures
FIGURE 1. Global AI in Agriculture market, research methodology
FIGURE 2. Global AI in Agriculture market, market estimation techniques
FIGURE 3. Global market size estimates & forecast methods.
FIGURE 4. Global AI in Agriculture market, key trends 2023
FIGURE 5. Global AI in Agriculture market, growth prospects 2022-2032
FIGURE 6. Global AI in Agriculture market, porters 5 force model
FIGURE 7. Global AI in Agriculture market, pestel analysis
FIGURE 8. Global AI in Agriculture market, value chain analysis
FIGURE 9. Global AI in Agriculture market by segment, 2022 & 2032 (USD Million)
FIGURE 10. Global AI in Agriculture market by segment, 2022 & 2032 (USD Million)
FIGURE 11. Global AI in Agriculture market by segment, 2022 & 2032 (USD Million)
FIGURE 12. Global AI in Agriculture market by segment, 2022 & 2032 (USD Million)
FIGURE 13. Global AI in Agriculture market by segment, 2022 & 2032 (USD Million)
FIGURE 14. Global AI in Agriculture market, regional snapshot 2022 & 2032
FIGURE 15. North America AI in Agriculture market 2022 & 2032 (USD Million)
FIGURE 16. Europe AI in Agriculture market 2022 & 2032 (USD Million)
FIGURE 17. Asia pacific AI in Agriculture market 2022 & 2032 (USD Million)
FIGURE 18. Latin America AI in Agriculture market 2022 & 2032 (USD Million)
FIGURE 19. Middle East & Africa AI in Agriculture market 2022 & 2032 (USD Million)
FIGURE 20. Global AI in Agriculture market, company market share analysis (2023)

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