Artificial Intelligence (AI) in Agriculture Market Size and Forecast (2020 – 2030)

Artificial Intelligence (AI) in Agriculture Market Size and Forecast (2020 – 2030)

Artificial Intelligence (AI) in Agriculture Market Size and Forecast (2020 – 2030), Global and Regional Share, Trend, and Growth Opportunity Analysis Report Coverage: By Component (Hardware, Software, and Services); Application (Precision Farming, Drone Analytics, Agriculture Robots, Livestock Monitoring, and Others); and Geography (North America, Europe, Asia Pacific, Middle East & Africa, and South & Central America)

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Description

The artificial intelligence (AI) in agriculture market size was valued at the market was valued at US$ 1.63 billion in 2022 and is expected to reach US$ 7.97 billion by 2030; it is estimated to record a CAGR of 21.9% from 2022 to 2030.

Developing countries confront particular issues in agriculture, including limited resources, small landholdings, insufficient water, and a lack of access to technology and credit. Climate change has resulted in increased droughts, floods, and insect infestation. Difficulty in connecting to markets and receiving fair pricing for crops. In response to these challenges, various governments across developing countries are focusing on AI in agriculture. AI has the potential to address these issues while dramatically increasing agricultural output and sustainability in developing countries. Several global organizations are taking various initiatives. For example, AI4AI intends to scale digital agriculture through public-private partnerships and reach one million farmers worldwide by 2027. Under the public-private partnership, the government across the world has taken several steps. For example, the Public-Private Partnerships for Digital Transformation of Agriculture project intends to strengthen policy recommendations for Agriculture 4.0 frameworks using data from pilots established since 2021. The goal is to achieve 100 cases and assess their appropriateness for new crops, such as plantain, cape gooseberry, and palm, in addition to historical crops, including cocoa, coffee, and avocado.

Another example is India, which is focusing on scaling digital agriculture. For example, the Government of India is collaborating with the corporate sector, industry, and farmer organizations. Agri Stack is the government’s digital foundation for bringing multiple stakeholders together to promote agriculture in India and enable improved outcomes and results for farmers through the use of data and digital services. In 2022, India led multi-stakeholder discussions in six working groups to make recommendations on Public-Private Partnerships in Digital Agriculture. Thus, such initiatives by developing economies are anticipated to create several opportunities for artificial intelligence (AI) in agriculture market growth.

Tule Technologies Inc, Precisionhawk Inc, Easytosee Agtech Sl, Deere & Co, Climate LLC, Gamaya Sa, International Business Machines Corp, Microsoft Corp, Prospera Technologies Ltd, And Taranis are among the prominent players profiled in the artificial intelligence (AI) in agriculture market report. The overall artificial intelligence (AI) in agriculture market has been derived using both primary and secondary sources. Exhaustive secondary research has been conducted using internal and external sources to obtain qualitative and quantitative information related to the artificial intelligence (AI) in agriculture market. The process also helps obtain an overview and forecast of the market with respect to all the market segments. Also, multiple primary interviews have been conducted with industry participants to validate the data and gain analytical insights. This process includes industry experts such as VPs, business development managers, market intelligence managers, and national sales managers, along with external consultants such as valuation experts, research analysts, and key opinion leaders, specializing in the market. The artificial intelligence (AI) in agriculture market forecast is estimated on the basis of various secondary and primary research findings such as key company publications, association data, and databases.

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According to our latest study on “Artificial Intelligence (AI) in Agriculture Market Size and Forecast (2020–2030), Global and Regional Share, Trend, and Growth Opportunity Analysis – by Type and Application,” the artificial intelligence (AI) in agriculture market size was valued at US$ 1.63 billion in 2022 and is expected to reach US$ 7.97 billion by 2030; it is estimated to record a CAGR of 21.9% from 2022 to 2030.

Growing Smart Farming to Provide Lucrative Opportunities for Artificial Intelligence (AI) in Agriculture Market Growth During Forecast Period

Smart farming is done using equipment that is integrated with advanced sensors and cameras. Smart farming is a management concept that aims to provide the agricultural business with the infrastructure it needs using advanced technologies, such as the cloud, big data, and the IoT, to track, automate, monitor, and analyze activities. It is often known as precision agriculture and is controlled by software and monitored by sensors. Precision agriculture is becoming increasingly important along with the growing global population, and the demand for higher crop yields is increasing along with it. Further the need to use natural resources more efficiently, the increasing use and complexity of information and communication technology, and the rising need for climate-smart agriculture propelling smart farming. The goal of smart farming is to maximize resource efficiency and reduce environmental effects while increasing production quantity and quality through the application of new technologies that have emerged in the fields of agriculture and cattle production with the advent of the Fourth Industrial Revolution.

Various entities are using smart farming to increase their production. For example, in February 2021, AKVA Group entered into a five-year agreement with Trollvika Drift AS for the installation of 45 SmartEye Precision HD cameras with AKVAconnect 4 camera system controls at various locations across Norway. Thus, the increasing use of smart farming is forcing the use of new technologies such as IoT and AI. Thus, the increasing smart farming creates opportunities for AI in the farming market.

Key Findings of Artificial Intelligence (AI) in Agriculture Market Study:

Based on component, the Artificial Intelligence (AI) in Agriculture Market is segmented into hardware, software, and services. The software segment held significant artificial intelligence (AI) in agriculture market share in 2022. Artificial Intelligence (AI) is rapidly transforming the agriculture industry, and software plays a crucial role in this transformation. AI-powered software is being used in a wide range of agricultural applications, from crop and soil monitoring to pest and disease detection to precision irrigation and automated harvesting. The software is also being used for image recognition, data collection, and analysis. Various companies provide software applications that use AI and computer vision algorithms to analyze vegetables and fruits and provide information on quality, ripeness, and size. These AI systems can also detect faults and diseases in crops, allowing farmers to take preventive steps before any damage. For example, various Agrocares providers are providing AI-powered software that conducts chemical soil analyses and estimates missing nutrients accurately. Thus, constant software product developments by the key players are expected to benefit the market for the segment.

The report includes artificial intelligence (AI) in agriculture market forecast by Type/Application/ and regions/countries from 2021 to 2031. The geographic scope of artificial intelligence (AI) in agriculture market report focuses encompasses North America (the US, Canada, and Mexico), Europe (Spain, the UK, Germany, France, Italy, and the Rest of Europe), Asia Pacific (South Korea, China, India, Japan, Australia, and the Rest of Asia Pacific), Middle East & Africa (South Africa, Saudi Arabia, the UAE, and the Rest of Middle East & Africa), and South & Central America (Brazil, Argentina, and the Rest of South & Central America). Further, the artificial intelligence (AI) in agriculture market report includes company positioning and concentration to evaluate the performance of competitors/players in the market.

Germany held significant artificial intelligence (AI) in agriculture market share in 2022. The German government is taking several steps to improve agriculture in the country. For instance, in March 2023, the German Federal Ministry for Economic Affairs and Energy provided a subsidy to the Agri-Gaia project. The subsidy is given to create an open infrastructure for providing AI algorithms in agriculture. Under the supervision of the German Research Center for Artificial Intelligence (DFKI), project partners from associations, research, and industry are developing a digital ecosystem for the agricultural and food industry. Moreover, in October 2023, in a move toward advancing sustainable agricultural science and the shift toward a circular biobased economy, Osnabrück University and the Leibniz Institute for Agricultural Engineering and Bioeconomy (ATB) in Potsdam announced the establishment of the Joint Lab for Artificial Intelligence and Data Science. Thus, such initiatives are benefitting the artificial intelligence (AI) in agriculture market growth in Germany.

o Save and reduce time carrying out entry-level research by identifying the growth, size, leading players and segments in the artificial intelligence (AI) in agriculture market.
o Highlights key business priorities in order to assist companies to realign their business strategies
o The key findings and recommendations such as specific country and segmental insight highlights crucial progressive industry trends in the artificial intelligence (AI) in agriculture market, thereby allowing players across the value chain to develop effective long-term strategies.
o Develop/modify business expansion plans by using substantial growth offering developed and emerging markets
o Scrutinize in-depth market trends and outlook coupled with the factors driving the market, as well as those hindering it
o Enhance the decision-making process by understanding the strategies that underpin commercial interest with respect to client products, segmentation, pricing and distribution

TABLE OF CONTENTS

1.1 The Research Team Research Report Guidance
1.2 Market Segmentation
2. Executive Summary
2.1 Key Insights
2.2 Market Attractiveness
3. Research Methodology
3.1 Coverage
3.2 Secondary Research
3.3 Primary Research
4. Artificial Intelligence in Agriculture Market Landscape
4.1 Overview
4.2 PEST Analysis
4.3 Ecosystem Analysis
4.3.1 List of Vendors in the Value Chain
5. Artificial Intelligence in Agriculture Market – Key Market Dynamics
5.1 Artificial Intelligence in Agriculture Market – Key Market Dynamics
5.2 Market Drivers
5.2.1 Increasing Need for Real-Time Analytics in Agriculture
5.2.2 Growing Government Support for Implementation of AI Solution
5.2.3 Growing Use of Unmanned Ariel Vehicles (UAVs) in Farming
5.3 Restraints
5.3.1 Shortage of Technically Skilled Labour
5.3.2 High Implementation Cost of AI in Farming Equipment
5.4 Opportunity
5.4.1 Increasing Smart Farming
5.4.2 Potential Growth Opportunities in Developing Countries
5.5 Future Trend
5.5.1 Robotics and Automation in Agriculture
5.6 Impact of Drivers and Restraints:
6. Artificial Intelligence in Agriculture Market – Global Market Analysis
6.1 Artificial Intelligence in Agriculture Market Revenue (US$ Million), 2022–2030
6.2 Artificial Intelligence in Agriculture Market Forecast Analysis
7. Artificial Intelligence in Agriculture Market Analysis – by Component
7.1 Hardware
7.1.1 Overview
7.1.2 Hardware: Artificial Intelligence in Agriculture Market – Revenue and Forecast to 2030 (US$ Million)
7.2 Software
7.2.1 Overview
7.2.2 Software: Artificial Intelligence in Agriculture Market – Revenue and Forecast to 2030 (US$ Million)
7.3 Services
7.3.1 Overview
7.3.2 Services: Artificial Intelligence in Agriculture Market – Revenue and Forecast to 2030 (US$ Million)
8. Artificial Intelligence in Agriculture Market Analysis – by Application
8.1 Precision Farming
8.1.1 Overview
8.1.2 Precision Farming: Artificial Intelligence in Agriculture Market – Revenue and Forecast to 2030 (US$ Million)
8.2 Drone Analytics
8.2.1 Overview
8.2.2 Drone Analytics: Artificial Intelligence in Agriculture Market – Revenue and Forecast to 2030 (US$ Million)
8.3 Agriculture Robots
8.3.1 Overview
8.3.2 Agriculture Robots: Artificial Intelligence in Agriculture Market – Revenue and Forecast to 2030 (US$ Million)
8.4 Livestock Monitoring
8.4.1 Overview
8.4.2 Livestock Monitoring: Artificial Intelligence in Agriculture Market – Revenue and Forecast to 2030 (US$ Million)
8.5 Others
8.5.1 Overview
8.5.2 Others: Artificial Intelligence in Agriculture Market – Revenue and Forecast to 2030 (US$ Million)
9. Artificial Intelligence in Agriculture Market – Geographical Analysis
9.1 Overview
9.2 North America
9.2.1 North America Artificial Intelligence in Agriculture Market Overview
9.2.2 North America: Artificial Intelligence in Agriculture Market – Revenue and Forecast to 2030 (US$ Million)
9.2.3 North America: Artificial Intelligence in Agriculture Market Breakdown, by Component
9.2.3.1 North America: Artificial Intelligence in Agriculture Market – Revenue and Forecast Analysis – by Component
9.2.4 North America: Artificial Intelligence in Agriculture Market Breakdown, by Application
9.2.4.1 North America: Artificial Intelligence in Agriculture Market – Revenue and Forecast Analysis – by Application
9.2.5 North America: Artificial Intelligence in Agriculture Market – Revenue and Forecast Analysis – by Country
9.2.5.1 North America: Artificial Intelligence in Agriculture Market – Revenue and Forecast Analysis – by Country
9.2.5.2 United States: Artificial Intelligence in Agriculture Market – Revenue and Forecast to 2030 (US$ Million)
9.2.5.2.1 United States: Artificial Intelligence in Agriculture Market Breakdown, by Component
9.2.5.2.2 United States: Artificial Intelligence in Agriculture Market Breakdown, by Application
9.2.5.3 Canada: Artificial Intelligence in Agriculture Market – Revenue and Forecast to 2030 (US$ Million)
9.2.5.3.1 Canada: Artificial Intelligence in Agriculture Market Breakdown, by Component
9.2.5.3.2 Canada: Artificial Intelligence in Agriculture Market Breakdown, by Application
9.2.5.4 Mexico: Artificial Intelligence in Agriculture Market – Revenue and Forecast to 2030 (US$ Million)
9.2.5.4.1 Mexico: Artificial Intelligence in Agriculture Market Breakdown, by Component
9.2.5.4.2 Mexico: Artificial Intelligence in Agriculture Market Breakdown, by Application
9.3 Europe
9.3.1 Europe Artificial Intelligence in Agriculture Market Overview
9.3.2 Europe: Artificial Intelligence in Agriculture Market – Revenue and Forecast to 2030 (US$ Million)
9.3.3 Europe: Artificial Intelligence in Agriculture Market Breakdown, by Component
9.3.3.1 Europe: Artificial Intelligence in Agriculture Market – Revenue and Forecast Analysis – by Component
9.3.4 Europe: Artificial Intelligence in Agriculture Market Breakdown, by Application
9.3.4.1 Europe: Artificial Intelligence in Agriculture Market – Revenue and Forecast Analysis – by Application
9.3.5 Europe: Artificial Intelligence in Agriculture Market – Revenue and Forecast Analysis – by Country
9.3.5.1 Europe: Artificial Intelligence in Agriculture Market – Revenue and Forecast Analysis – by Country
9.3.5.2 Germany: Artificial Intelligence in Agriculture Market – Revenue and Forecast to 2030 (US$ Million)
9.3.5.2.1 Germany: Artificial Intelligence in Agriculture Market Breakdown, by Component
9.3.5.2.2 Germany: Artificial Intelligence in Agriculture Market Breakdown, by Application
9.3.5.3 United Kingdom: Artificial Intelligence in Agriculture Market – Revenue and Forecast to 2030 (US$ Million)
9.3.5.3.1 United Kingdom: Artificial Intelligence in Agriculture Market Breakdown, by Component
9.3.5.3.2 United Kingdom: Artificial Intelligence in Agriculture Market Breakdown, by Application
9.3.5.4 France: Artificial Intelligence in Agriculture Market – Revenue and Forecast to 2030 (US$ Million)
9.3.5.4.1 France: Artificial Intelligence in Agriculture Market Breakdown, by Component
9.3.5.4.2 France: Artificial Intelligence in Agriculture Market Breakdown, by Application
9.3.5.5 Italy: Artificial Intelligence in Agriculture Market – Revenue and Forecast to 2030 (US$ Million)
9.3.5.5.1 Italy: Artificial Intelligence in Agriculture Market Breakdown, by Component
9.3.5.5.2 Italy: Artificial Intelligence in Agriculture Market Breakdown, by Application
9.3.5.6 Russia: Artificial Intelligence in Agriculture Market – Revenue and Forecast to 2030 (US$ Million)
9.3.5.6.1 Russia: Artificial Intelligence in Agriculture Market Breakdown, by Component
9.3.5.6.2 Russia: Artificial Intelligence in Agriculture Market Breakdown, by Application
9.3.5.7 Rest of Europe: Artificial Intelligence in Agriculture Market – Revenue and Forecast to 2030 (US$ Million)
9.3.5.7.1 Rest of Europe: Artificial Intelligence in Agriculture Market Breakdown, by Component
9.3.5.7.2 Rest of Europe: Artificial Intelligence in Agriculture Market Breakdown, by Application
9.4 Asia Pacific
9.4.1 Asia Pacific Artificial Intelligence in Agriculture Market Overview
9.4.2 Asia Pacific: Artificial Intelligence in Agriculture Market – Revenue and Forecast to 2030 (US$ Million)
9.4.3 Asia Pacific: Artificial Intelligence in Agriculture Market Breakdown, by Component
9.4.3.1 Asia Pacific: Artificial Intelligence in Agriculture Market – Revenue and Forecast Analysis – by Component
9.4.4 Asia Pacific: Artificial Intelligence in Agriculture Market Breakdown, by Application
9.4.4.1 Asia Pacific: Artificial Intelligence in Agriculture Market – Revenue and Forecast Analysis – by Application
9.4.5 Asia Pacific: Artificial Intelligence in Agriculture Market – Revenue and Forecast Analysis – by Country
9.4.5.1 Asia Pacific: Artificial Intelligence in Agriculture Market – Revenue and Forecast Analysis – by Country
9.4.5.2 China: Artificial Intelligence in Agriculture Market – Revenue and Forecast to 2030 (US$ Million)
9.4.5.2.1 China: Artificial Intelligence in Agriculture Market Breakdown, by Component
9.4.5.2.2 China: Artificial Intelligence in Agriculture Market Breakdown, by Application
9.4.5.3 Japan: Artificial Intelligence in Agriculture Market – Revenue and Forecast to 2030 (US$ Million)
9.4.5.3.1 Japan: Artificial Intelligence in Agriculture Market Breakdown, by Component
9.4.5.3.2 Japan: Artificial Intelligence in Agriculture Market Breakdown, by Application
9.4.5.4 India: Artificial Intelligence in Agriculture Market – Revenue and Forecast to 2030 (US$ Million)
9.4.5.4.1 India: Artificial Intelligence in Agriculture Market Breakdown, by Component
9.4.5.4.2 India: Artificial Intelligence in Agriculture Market Breakdown, by Application
9.4.5.5 Australia: Artificial Intelligence in Agriculture Market – Revenue and Forecast to 2030 (US$ Million)
9.4.5.5.1 Australia: Artificial Intelligence in Agriculture Market Breakdown, by Component
9.4.5.5.2 Australia: Artificial Intelligence in Agriculture Market Breakdown, by Application
9.4.5.6 South Korea: Artificial Intelligence in Agriculture Market – Revenue and Forecast to 2030 (US$ Million)
9.4.5.6.1 South Korea: Artificial Intelligence in Agriculture Market Breakdown, by Component
9.4.5.6.2 South Korea: Artificial Intelligence in Agriculture Market Breakdown, by Application
9.4.5.7 Rest of APAC: Artificial Intelligence in Agriculture Market – Revenue and Forecast to 2030 (US$ Million)
9.4.5.7.1 Rest of APAC: Artificial Intelligence in Agriculture Market Breakdown, by Component
9.4.5.7.2 Rest of APAC: Artificial Intelligence in Agriculture Market Breakdown, by Application
9.5 Middle East and Africa
9.5.1 Middle East and Africa Artificial Intelligence in Agriculture Market Overview
9.5.2 Middle East and Africa: Artificial Intelligence in Agriculture Market – Revenue and Forecast to 2030 (US$ Million)
9.5.3 Middle East and Africa: Artificial Intelligence in Agriculture Market Breakdown, by Component
9.5.3.1 Middle East and Africa: Artificial Intelligence in Agriculture Market – Revenue and Forecast Analysis – by Component
9.5.4 Middle East and Africa: Artificial Intelligence in Agriculture Market Breakdown, by Application
9.5.4.1 Middle East and Africa: Artificial Intelligence in Agriculture Market – Revenue and Forecast Analysis – by Application
9.5.5 Middle East and Africa: Artificial Intelligence in Agriculture Market – Revenue and Forecast Analysis – by Country
9.5.5.1 Middle East and Africa: Artificial Intelligence in Agriculture Market – Revenue and Forecast Analysis – by Country
9.5.5.2 South Africa: Artificial Intelligence in Agriculture Market – Revenue and Forecast to 2030 (US$ Million)
9.5.5.2.1 South Africa: Artificial Intelligence in Agriculture Market Breakdown, by Component
9.5.5.2.2 South Africa: Artificial Intelligence in Agriculture Market Breakdown, by Application
9.5.5.3 Saudi Arabia: Artificial Intelligence in Agriculture Market – Revenue and Forecast to 2030 (US$ Million)
9.5.5.3.1 Saudi Arabia: Artificial Intelligence in Agriculture Market Breakdown, by Component
9.5.5.3.2 Saudi Arabia: Artificial Intelligence in Agriculture Market Breakdown, by Application
9.5.5.4 United Arab Emirates: Artificial Intelligence in Agriculture Market – Revenue and Forecast to 2030 (US$ Million)
9.5.5.4.1 United Arab Emirates: Artificial Intelligence in Agriculture Market Breakdown, by Component
9.5.5.4.2 United Arab Emirates: Artificial Intelligence in Agriculture Market Breakdown, by Application
9.5.5.5 Rest of Middle East and Africa: Artificial Intelligence in Agriculture Market – Revenue and Forecast to 2030 (US$ Million)
9.5.5.5.1 Rest of Middle East and Africa: Artificial Intelligence in Agriculture Market Breakdown, by Component
9.5.5.5.2 Rest of Middle East and Africa: Artificial Intelligence in Agriculture Market Breakdown, by Application
9.6 South and Central America
9.6.1 South and Central America Artificial Intelligence in Agriculture Market Overview
9.6.2 South and Central America: Artificial Intelligence in Agriculture Market – Revenue and Forecast to 2030 (US$ Million)
9.6.3 South and Central America: Artificial Intelligence in Agriculture Market Breakdown, by Component
9.6.3.1 South and Central America: Artificial Intelligence in Agriculture Market – Revenue and Forecast Analysis – by Component
9.6.4 South and Central America: Artificial Intelligence in Agriculture Market Breakdown, by Application
9.6.4.1 South and Central America: Artificial Intelligence in Agriculture Market – Revenue and Forecast Analysis – by Application
9.6.5 South and Central America: Artificial Intelligence in Agriculture Market – Revenue and Forecast Analysis – by Country
9.6.5.1 South and Central America: Artificial Intelligence in Agriculture Market – Revenue and Forecast Analysis – by Country
9.6.5.2 Brazil: Artificial Intelligence in Agriculture Market – Revenue and Forecast to 2030 (US$ Million)
9.6.5.2.1 Brazil: Artificial Intelligence in Agriculture Market Breakdown, by Component
9.6.5.2.2 Brazil: Artificial Intelligence in Agriculture Market Breakdown, by Application
9.6.5.3 Argentina: Artificial Intelligence in Agriculture Market – Revenue and Forecast to 2030 (US$ Million)
9.6.5.3.1 Argentina: Artificial Intelligence in Agriculture Market Breakdown, by Component
9.6.5.3.2 Argentina: Artificial Intelligence in Agriculture Market Breakdown, by Application
9.6.5.4 Rest of South and Central America: Artificial Intelligence in Agriculture Market – Revenue and Forecast to 2030 (US$ Million)
9.6.5.4.1 Rest of South and Central America: Artificial Intelligence in Agriculture Market Breakdown, by Component
9.6.5.4.2 Rest of South and Central America: Artificial Intelligence in Agriculture Market Breakdown, by Application
10. Competitive Landscape
10.1 Heat Map Analysis by Key Players
10.2 Company Positioning & Concentration
11. Industry Landscape
11.1 Overview
11.2 Market Initiative
11.3 Product Development
11.4 Mergers & Acquisitions
12. Company Profiles
12.1 Tule Technologies Inc
12.1.1 Key Facts
12.1.2 Business Description
12.1.3 Products and Services
12.1.4 Financial Overview
12.1.5 SWOT Analysis
12.1.6 Key Developments
12.2 PrecisionHawk Inc
12.2.1 Key Facts
12.2.2 Business Description
12.2.3 Products and Services
12.2.4 Financial Overview
12.2.5 SWOT Analysis
12.2.6 Key Developments
12.3 Easytosee Agtech SL
12.3.1 Key Facts
12.3.2 Business Description
12.3.3 Products and Services
12.3.4 Financial Overview
12.3.5 SWOT Analysis
12.3.6 Key Developments
12.4 Deere & Co
12.4.1 Key Facts
12.4.2 Business Description
12.4.3 Products and Services
12.4.4 Financial Overview
12.4.5 SWOT Analysis
12.4.6 Key Developments
12.5 Climate LLC
12.5.1 Key Facts
12.5.2 Business Description
12.5.3 Products and Services
12.5.4 Financial Overview
12.5.5 SWOT Analysis
12.5.6 Key Developments
12.6 Gamaya SA
12.6.1 Key Facts
12.6.2 Business Description
12.6.3 Products and Services
12.6.4 Financial Overview
12.6.5 SWOT Analysis
12.6.6 Key Developments
12.7 International Business Machines Corp
12.7.1 Key Facts
12.7.2 Business Description
12.7.3 Products and Services
12.7.4 Financial Overview
12.7.5 SWOT Analysis
12.7.6 Key Developments
12.8 Microsoft Corp
12.8.1 Key Facts
12.8.2 Business Description
12.8.3 Products and Services
12.8.4 Financial Overview
12.8.5 SWOT Analysis
12.8.6 Key Developments
12.9 Prospera Technologies Ltd
12.9.1 Key Facts
12.9.2 Business Description
12.9.3 Products and Services
12.9.4 Financial Overview
12.9.5 SWOT Analysis
12.9.6 Key Developments
12.10 Taranis
12.10.1 Key Facts
12.10.2 Business Description
12.10.3 Products and Services
12.10.4 Financial Overview
12.10.5 SWOT Analysis
12.10.6 Key Developments
13. Appendix
13.1 About The Research Team
13.2 Word Index

LIST OF TABLES

Table 1. Artificial Intelligence in Agriculture Market Segmentation
Table 2. List of Vendors
Table 3. Artificial Intelligence in Agriculture Market – Revenue and Forecast to 2030 (US$ Million)
Table 4. Artificial Intelligence in Agriculture Market – Revenue and Forecast to 2030 (US$ Million) – by Component
Table 5. Artificial Intelligence in Agriculture Market – Revenue and Forecast to 2030 (US$ Million) – by Application
Table 6. North America: Artificial Intelligence in Agriculture Market – Revenue and Forecast to 2030(US$ Million) – by Component
Table 7. North America: Artificial Intelligence in Agriculture Market – Revenue and Forecast to 2030(US$ Million) – by Application
Table 8. North America: Artificial Intelligence in Agriculture Market – Revenue and Forecast to 2030(US$ Million) – by Country
Table 9. United States: Artificial Intelligence in Agriculture Market – Revenue and Forecast to 2030(US$ Million) – by Component
Table 10. United States: Artificial Intelligence in Agriculture Market – Revenue and Forecast to 2030(US$ Million) – by Application
Table 11. Canada: Artificial Intelligence in Agriculture Market – Revenue and Forecast to 2030(US$ Million) – by Component
Table 12. Canada: Artificial Intelligence in Agriculture Market – Revenue and Forecast to 2030(US$ Million) – by Application
Table 13. Mexico: Artificial Intelligence in Agriculture Market – Revenue and Forecast to 2030(US$ Million) – by Component
Table 14. Mexico: Artificial Intelligence in Agriculture Market – Revenue and Forecast to 2030(US$ Million) – by Application
Table 15. Europe: Artificial Intelligence in Agriculture Market – Revenue and Forecast to 2030(US$ Million) – by Component
Table 16. Europe: Artificial Intelligence in Agriculture Market – Revenue and Forecast to 2030(US$ Million) – by Application
Table 17. Europe: Artificial Intelligence in Agriculture Market – Revenue and Forecast to 2030(US$ Million) – by Country
Table 18. Germany: Artificial Intelligence in Agriculture Market – Revenue and Forecast to 2030(US$ Million) – by Component
Table 19. Germany: Artificial Intelligence in Agriculture Market – Revenue and Forecast to 2030(US$ Million) – by Application
Table 20. United Kingdom: Artificial Intelligence in Agriculture Market – Revenue and Forecast to 2030(US$ Million) – by Component
Table 21. United Kingdom: Artificial Intelligence in Agriculture Market – Revenue and Forecast to 2030(US$ Million) – by Application
Table 22. France: Artificial Intelligence in Agriculture Market – Revenue and Forecast to 2030(US$ Million) – by Component
Table 23. France: Artificial Intelligence in Agriculture Market – Revenue and Forecast to 2030(US$ Million) – by Application
Table 24. Italy: Artificial Intelligence in Agriculture Market – Revenue and Forecast to 2030(US$ Million) – by Component
Table 25. Italy: Artificial Intelligence in Agriculture Market – Revenue and Forecast to 2030(US$ Million) – by Application
Table 26. Russia: Artificial Intelligence in Agriculture Market – Revenue and Forecast to 2030(US$ Million) – by Component
Table 27. Russia: Artificial Intelligence in Agriculture Market – Revenue and Forecast to 2030(US$ Million) – by Application
Table 28. Rest of Europe: Artificial Intelligence in Agriculture Market – Revenue and Forecast to 2030(US$ Million) – by Component
Table 29. Rest of Europe: Artificial Intelligence in Agriculture Market – Revenue and Forecast to 2030(US$ Million) – by Application
Table 30. Asia Pacific: Artificial Intelligence in Agriculture Market – Revenue and Forecast to 2030(US$ Million) – by Component
Table 31. Asia Pacific: Artificial Intelligence in Agriculture Market – Revenue and Forecast to 2030(US$ Million) – by Application
Table 32. Asia Pacific: Artificial Intelligence in Agriculture Market – Revenue and Forecast to 2030(US$ Million) – by Country
Table 33. China: Artificial Intelligence in Agriculture Market – Revenue and Forecast to 2030(US$ Million) – by Component
Table 34. China: Artificial Intelligence in Agriculture Market – Revenue and Forecast to 2030(US$ Million) – by Application
Table 35. Japan: Artificial Intelligence in Agriculture Market – Revenue and Forecast to 2030(US$ Million) – by Component
Table 36. Japan: Artificial Intelligence in Agriculture Market – Revenue and Forecast to 2030(US$ Million) – by Application
Table 37. India: Artificial Intelligence in Agriculture Market – Revenue and Forecast to 2030(US$ Million) – by Component
Table 38. India: Artificial Intelligence in Agriculture Market – Revenue and Forecast to 2030(US$ Million) – by Application
Table 39. Australia: Artificial Intelligence in Agriculture Market – Revenue and Forecast to 2030(US$ Million) – by Component
Table 40. Australia: Artificial Intelligence in Agriculture Market – Revenue and Forecast to 2030(US$ Million) – by Application
Table 41. South Korea: Artificial Intelligence in Agriculture Market – Revenue and Forecast to 2030(US$ Million) – by Component
Table 42. South Korea: Artificial Intelligence in Agriculture Market – Revenue and Forecast to 2030(US$ Million) – by Application
Table 43. Rest of APAC: Artificial Intelligence in Agriculture Market – Revenue and Forecast to 2030(US$ Million) – by Component
Table 44. Rest of APAC: Artificial Intelligence in Agriculture Market – Revenue and Forecast to 2030(US$ Million) – by Application
Table 45. Middle East and Africa: Artificial Intelligence in Agriculture Market – Revenue and Forecast to 2030(US$ Million) – by Component
Table 46. Middle East and Africa: Artificial Intelligence in Agriculture Market – Revenue and Forecast to 2030(US$ Million) – by Application
Table 47. Middle East and Africa: Artificial Intelligence in Agriculture Market – Revenue and Forecast to 2030(US$ Million) – by Country
Table 48. South Africa: Artificial Intelligence in Agriculture Market – Revenue and Forecast to 2030(US$ Million) – by Component
Table 49. South Africa: Artificial Intelligence in Agriculture Market – Revenue and Forecast to 2030(US$ Million) – by Application
Table 50. Saudi Arabia: Artificial Intelligence in Agriculture Market – Revenue and Forecast to 2030(US$ Million) – by Component
Table 51. Saudi Arabia: Artificial Intelligence in Agriculture Market – Revenue and Forecast to 2030(US$ Million) – by Application
Table 52. United Arab Emirates: Artificial Intelligence in Agriculture Market – Revenue and Forecast to 2030(US$ Million) – by Component
Table 53. United Arab Emirates: Artificial Intelligence in Agriculture Market – Revenue and Forecast to 2030(US$ Million) – by Application
Table 54. Rest of Middle East and Africa: Artificial Intelligence in Agriculture Market – Revenue and Forecast to 2030(US$ Million) – by Component
Table 55. Rest of Middle East and Africa: Artificial Intelligence in Agriculture Market – Revenue and Forecast to 2030(US$ Million) – by Application
Table 56. South and Central America: Artificial Intelligence in Agriculture Market – Revenue and Forecast to 2030(US$ Million) – by Component
Table 57. South and Central America: Artificial Intelligence in Agriculture Market – Revenue and Forecast to 2030 (US$ Million) – by Application
Table 58. South and Central America: Artificial Intelligence in Agriculture Market – Revenue and Forecast to 2030 (US$ Million) – by Country
Table 59. Brazil: Artificial Intelligence in Agriculture Market – Revenue and Forecast to 2030(US$ Million) – by Component
Table 60. Brazil: Artificial Intelligence in Agriculture Market – Revenue and Forecast to 2030(US$ Million) – by Application
Table 61. Argentina: Artificial Intelligence in Agriculture Market – Revenue and Forecast to 2030(US$ Million) – by Component
Table 62. Argentina: Artificial Intelligence in Agriculture Market – Revenue and Forecast to 2030(US$ Million) – by Application
Table 63. Rest of South and Central America: Artificial Intelligence in Agriculture Market – Revenue and Forecast to 2030(US$ Million) – by Component
Table 64. Rest of South and Central America: Artificial Intelligence in Agriculture Market – Revenue and Forecast to 2030(US$ Million) – by Application
Table 65. Company Positioning & Concentration
Table 66. List of Abbreviation

LIST OF FIGURES

Figure 1. Artificial Intelligence in Agriculture Market Segmentation, by Geography
Figure 2. PEST Analysis
Figure 3. Impact Analysis of Drivers and Restraints
Figure 4. Artificial Intelligence in Agriculture Market Revenue (US$ Million), 2022–2030
Figure 5. Artificial Intelligence in Agriculture Market Share (%) – by Component (2022 and 2030)
Figure 6. Hardware: Artificial Intelligence in Agriculture Market – Revenue and Forecast to 2030 (US$ Million)
Figure 7. Software: Artificial Intelligence in Agriculture Market – Revenue and Forecast to 2030 (US$ Million)
Figure 8. Services: Artificial Intelligence in Agriculture Market – Revenue and Forecast to 2030 (US$ Million)
Figure 9. Artificial Intelligence in Agriculture Market Share (%) – by Application (2022 and 2030)
Figure 10. Precision Farming: Artificial Intelligence in Agriculture Market – Revenue and Forecast to 2030 (US$ Million)
Figure 11. Drone Analytics: Artificial Intelligence in Agriculture Market – Revenue and Forecast to 2030 (US$ Million)
Figure 12. Agriculture Robots: Artificial Intelligence in Agriculture Market – Revenue and Forecast to 2030 (US$ Million)
Figure 13. Livestock Monitoring: Artificial Intelligence in Agriculture Market – Revenue and Forecast to 2030 (US$ Million)
Figure 14. Others: Artificial Intelligence in Agriculture Market – Revenue and Forecast to 2030 (US$ Million)
Figure 15. Artificial Intelligence in Agriculture Market Breakdown by Region, 2022 and 2030 (%)
Figure 16. North America: Artificial Intelligence in Agriculture Market – Revenue and Forecast to 2030(US$ Million)
Figure 17. North America: Artificial Intelligence in Agriculture Market Breakdown, by Component (2022 and 2030)
Figure 18. North America: Artificial Intelligence in Agriculture Market Breakdown, by Application (2022 and 2030)
Figure 19. North America: Artificial Intelligence in Agriculture Market Breakdown, by Key Countries, 2022 and 2030 (%)
Figure 20. United States: Artificial Intelligence in Agriculture Market – Revenue and Forecast to 2030(US$ Million)
Figure 21. Canada: Artificial Intelligence in Agriculture Market – Revenue and Forecast to 2030(US$ Million)
Figure 22. Mexico: Artificial Intelligence in Agriculture Market – Revenue and Forecast to 2030(US$ Million)
Figure 23. Europe: Artificial Intelligence in Agriculture Market – Revenue and Forecast to 2030(US$ Million)
Figure 24. Europe: Artificial Intelligence in Agriculture Market Breakdown, by Component (2022 and 2030)
Figure 25. Europe: Artificial Intelligence in Agriculture Market Breakdown, by Application (2022 and 2030)
Figure 26. Europe: Artificial Intelligence in Agriculture Market Breakdown, by Key Countries, 2022 and 2030 (%)
Figure 27. Germany: Artificial Intelligence in Agriculture Market – Revenue and Forecast to 2030(US$ Million)
Figure 28. United Kingdom: Artificial Intelligence in Agriculture Market – Revenue and Forecast to 2030(US$ Million)
Figure 29. France: Artificial Intelligence in Agriculture Market – Revenue and Forecast to 2030(US$ Million)
Figure 30. Italy: Artificial Intelligence in Agriculture Market – Revenue and Forecast to 2030(US$ Million)
Figure 31. Russia: Artificial Intelligence in Agriculture Market – Revenue and Forecast to 2030(US$ Million)
Figure 32. Rest of Europe: Artificial Intelligence in Agriculture Market – Revenue and Forecast to 2030(US$ Million)
Figure 33. Asia Pacific: Artificial Intelligence in Agriculture Market – Revenue and Forecast to 2030(US$ Million)
Figure 34. Asia Pacific: Artificial Intelligence in Agriculture Market Breakdown, by Component (2022 and 2030)
Figure 35. Asia Pacific: Artificial Intelligence in Agriculture Market Breakdown, by Application (2022 and 2030)
Figure 36. Asia Pacific: Artificial Intelligence in Agriculture Market Breakdown, by Key Countries, 2022 and 2030 (%)
Figure 37. China: Artificial Intelligence in Agriculture Market – Revenue and Forecast to 2030(US$ Million)
Figure 38. Japan: Artificial Intelligence in Agriculture Market – Revenue and Forecast to 2030(US$ Million)
Figure 39. India: Artificial Intelligence in Agriculture Market – Revenue and Forecast to 2030(US$ Million)
Figure 40. Australia: Artificial Intelligence in Agriculture Market – Revenue and Forecast to 2030(US$ Million)
Figure 41. South Korea: Artificial Intelligence in Agriculture Market – Revenue and Forecast to 2030(US$ Million)
Figure 42. Rest of APAC: Artificial Intelligence in Agriculture Market – Revenue and Forecast to 2030(US$ Million)
Figure 43. Middle East and Africa: Artificial Intelligence in Agriculture Market – Revenue and Forecast to 2030(US$ Million)
Figure 44. Middle East and Africa: Artificial Intelligence in Agriculture Market Breakdown, by Component (2022 and 2030)
Figure 45. Middle East and Africa: Artificial Intelligence in Agriculture Market Breakdown, by Application (2022 and 2030)
Figure 46. Middle East and Africa: Artificial Intelligence in Agriculture Market Breakdown, by Key Countries, 2022 and 2030 (%)
Figure 47. South Africa: Artificial Intelligence in Agriculture Market – Revenue and Forecast to 2030(US$ Million)
Figure 48. Saudi Arabia: Artificial Intelligence in Agriculture Market – Revenue and Forecast to 2030(US$ Million)
Figure 49. United Arab Emirates: Artificial Intelligence in Agriculture Market – Revenue and Forecast to 2030(US$ Million)
Figure 50. Rest of Middle East and Africa: Artificial Intelligence in Agriculture Market – Revenue and Forecast to 2030 (US$ Million)
Figure 51. South and Central America: Artificial Intelligence in Agriculture Market – Revenue and Forecast to 2030 (US$ Million)
Figure 52. South and Central America: Artificial Intelligence in Agriculture Market Breakdown, by Component (2022 and 2030)
Figure 53. South and Central America: Artificial Intelligence in Agriculture Market Breakdown, by Application (2022 and 2030)
Figure 54. South and Central America: Artificial Intelligence in Agriculture Market Breakdown, by Key Countries, 2022 and 2030 (%)
Figure 55. Brazil: Artificial Intelligence in Agriculture Market – Revenue and Forecast to 2030(US$ Million)
Figure 56. Argentina: Artificial Intelligence in Agriculture Market – Revenue and Forecast to 2030(US$ Million)
Figure 57. Rest of South and Central America: Artificial Intelligence in Agriculture Market – Revenue and Forecast to 2030(US$ Million)
Figure 58. Heat Map Analysis by Key Players

The List of Companies – Artificial Intelligence In Agriculture Market
o IBM Corporation
o Microsoft
o Deere & Company
o The Climate Corporation
o Prospera Technologies
o Taranis
o GAMAYA
o ec2ce
o PrecisionHawk
o Tule Technologies Inc.

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