The global market for Artificial Intelligence (AI) in Agriculture was estimated to be worth US$ 578.7 million in 2023 and is forecast to a readjusted size of US$ 1695.5 million by 2030 with a CAGR of 16.4% during the forecast period 2024-2030.

Artificial Intelligence (AI) in Agriculture Market

This report studies the Artificial Intelligence (AI) in Agriculture market, from angles of players, regions, product types and end industries, to analyze the status and the future.

Artificial Intelligence (AI) in Agriculture Market size is being driven by the growing adoption of the robots in agriculture. Increasing consumption and rising requirement of better yield of crops are estimated to be one of the major factors that is fueling the demand of robots in agriculture. Increasing consumption motivates farmers to scale up farming operations and give rise to the requirement of automating farming operations. As the farmers are shifting more towards automation, drones and robots have become integral part of agriculture farms and are enhancing yield and improving the product quality. Since AI is the backbone of robotics, increasing adoption of robots in agriculture is estimated to drive the AI in agriculture market growth.

Artificial Intelligence (AI) in Agriculture is mainly used for three applications: Precision Farming, Livestock Monitoring, Drone Analytics, Agriculture Robots, Others. And Precision Farming was the most widely used area which took up about 35% of the global total.

United States is the largest consumption countries of Artificial Intelligence (AI) in Agriculture. North America market took up about 45% the global market, while Europe was about 24%.

IBM, Granular, John Deere, The Climate Corporation and Vision Robotics are the key suppliers in the global Artificial Intelligence (AI) in Agriculture market. Top 5 took up about 46% of the global market.

Report Scope

This report aims to provide a comprehensive presentation of the global market for Artificial Intelligence (AI) in Agriculture, with both quantitative and qualitative analysis, to help readers develop business/growth strategies, assess the market competitive situation, analyse their position in the current marketplace, and make informed business decisions regarding Artificial Intelligence (AI) in Agriculture.

The Artificial Intelligence (AI) in Agriculture market size, estimations, and forecasts are provided in terms of and revenue ($ millions), considering 2023 as the base year, with history and forecast data for the period from 2019 to 2030. This report segments the global Artificial Intelligence (AI) in Agriculture market comprehensively. Regional market sizes, concerning products by type, by application, and by players, are also provided.

For a more in-depth understanding of the market, the report provides profiles of the competitive landscape, key competitors, and their respective market ranks. The report also discusses technological trends and new product developments.

The report will help the Artificial Intelligence (AI) in Agriculture companies, new entrants, and industry chain related companies in this market with information on the revenues for the overall market and the sub-segments across the different segments, by company, product type, application, and regions.

Market Segmentation

Scope of Artificial Intelligence (AI) in Agriculture Market Report

Report Metric	Details
Report Name	Artificial Intelligence (AI) in Agriculture Market
Forecasted market size in 2030	US$ 1695.5 million
CAGR	16.4%
Forecasted years	2024 - 2030
Segment by Type	Machine Learning Computer Vision Predictive Analytics
Segment by Application	Precision Farming Livestock Monitoring Drone Analytics Agriculture Robots Others
By Region	North America (United States, Canada) Europe (Germany, France, UK, Italy, Russia) Rest of Europe Nordic Countries Asia-Pacific (China, Japan, South Korea) Southeast Asia (India, Australia) Rest of Asia Latin America (Mexico, Brazil) Rest of Latin America Middle East & Africa (Turkey, Saudi Arabia, UAE, Rest of MEA)
By Company	IBM, Intel, Microsoft, SAP, Agribotix, The Climate Corporation, Mavrx, aWhere, Precision Hawk, Granular, Prospera Technologies, Spensa Technologies, Resson, Vision Robotics, Harvest Croo Robotics, CropX, John Deere, Gamaya, Cainthus
Forecast units	USD million in value
Report coverage	Revenue and volume forecast, company share, competitive landscape, growth factors and trends

Chapter Outline

Chapter 1: Introduces the report scope of the report, executive summary of different market segments (product type, application, etc), including the market size of each market segment, future development potential, and so on.
Chapter 2: Revenue of Artificial Intelligence (AI) in Agriculture in global and regional level.
Chapter 3: Detailed analysis of Artificial Intelligence (AI) in Agriculture company competitive landscape, revenue, market share and industry ranking, latest development plan, merger, and acquisition information, etc.
Chapter 4: Provides profiles of key companies, introducing the basic situation of the main companies in the market in detail, including product descriptions and specifications, Artificial Intelligence (AI) in Agriculture revenue, gross margin, and recent development, etc.
Chapter 5: Provides the analysis of various market segments by Type, covering the revenue, and development potential of each market segment, to help readers find the blue ocean market in different market segments.
Chapter 6: Provides the analysis of various market segments by Application, covering the revenue, and development potential of each market segment, to help readers find the blue ocean market in different downstream markets.
Chapter 7: North America (US & Canada) by Type, by Application and by country, revenue for each segment.
Chapter 8: Europe by Type, by Application and by country, revenue for each segment.
Chapter 9: Asia Pacific by Type, by Application and by region, revenue for each segment.
Chapter 10: Latin America by Type, by Application and by country, revenue for each segment.
Chapter 11: Middle East and Africa, by Type, by Application and by country, revenue for each segment.
Chapter 12: Analysis of industrial chain, sales channel, key raw materials, distributors, and customers.
Chapter 13: Introduces the market dynamics, latest developments of the market, the driving factors and restrictive factors of the market, the challenges and risks faced by manufacturers in the industry, and the analysis of relevant policies in the industry.
Chapter 14: Research Findings and Conclusion

FAQ for this report

What is the Artificial Intelligence (AI) in Agriculture Market size in 2030?

Ans: The Artificial Intelligence (AI) in Agriculture Market size in 2030 will be US$ 1695.5 million.

What is the Artificial Intelligence (AI) in Agriculture Market share by application?

Ans: And Precision Farming was the most widely used area which took up about 35% of the global total.

Who are the main players in the Artificial Intelligence (AI) in Agriculture Market report?

Ans: The main players in the Artificial Intelligence (AI) in Agriculture Market are IBM, Intel, Microsoft, SAP, Agribotix, The Climate Corporation, Mavrx, aWhere, Precision Hawk, Granular, Prospera Technologies, Spensa Technologies, Resson, Vision Robotics, Harvest Croo Robotics, CropX, John Deere, Gamaya, Cainthus

What are the Application segmentation covered in the Artificial Intelligence (AI) in Agriculture Market report?

Ans: The Applications covered in the Artificial Intelligence (AI) in Agriculture Market report are Precision Farming, Livestock Monitoring, Drone Analytics, Agriculture Robots, Others

What are the Type segmentation covered in the Artificial Intelligence (AI) in Agriculture Market report?

Ans: The Types covered in the Artificial Intelligence (AI) in Agriculture Market report are Machine Learning, Computer Vision, Predictive Analytics

1 Study Coverage

1.1 Artificial Intelligence (AI) in Agriculture Product Introduction

1.2 Market by Type

1.2.1 Global Artificial Intelligence (AI) in Agriculture Market Size Growth Rate by Type (2019 VS 2023 VS 2030)

1.2.2 Machine Learning

1.2.3 Computer Vision

1.2.4 Predictive Analytics

1.3 Market by Application

1.3.1 Global Artificial Intelligence (AI) in Agriculture Market Size Growth Rate by Application (2019 VS 2023 VS 2030)

1.3.2 Precision Farming

1.3.3 Livestock Monitoring

1.3.4 Drone Analytics

1.3.5 Agriculture Robots

1.3.6 Others

1.4 Assumptions and Limitations

1.5 Study Objectives

1.6 Years Considered

2 Executive Summary

2.1 Global Artificial Intelligence (AI) in Agriculture Market Size Estimates and Forecasts

2.2 Artificial Intelligence (AI) in Agriculture Market Size by Region: 2023 Versus 2030

2.2.1 Global Artificial Intelligence (AI) in Agriculture Revenue by Region: 2019-2024

2.2.2 Global Artificial Intelligence (AI) in Agriculture Revenue Forecast by Region (2025-2030)

2.2.3 Global Artificial Intelligence (AI) in Agriculture Revenue Market Share by Region (2019-2030)

3 Global Artificial Intelligence (AI) in Agriculture by Company

3.1 Global Artificial Intelligence (AI) in Agriculture Revenue by Company (2019-2024)

3.2 Global Artificial Intelligence (AI) in Agriculture Revenue Share by Company (2019-2024)

3.3 Competitive Landscape

3.3.1 Key Artificial Intelligence (AI) in Agriculture Companies around the World: Ranking by Revenue

3.3.2 Global Artificial Intelligence (AI) in Agriculture Market Concentration Ratio (CR5 and HHI) & (2019-2024)

3.3.3 Global Artificial Intelligence (AI) in Agriculture Market Share by Company Type (Tier 1, Tier 2 and Tier 3)

3.4 Global Artificial Intelligence (AI) in Agriculture Companies Headquarters & Product Type

3.4.1 Artificial Intelligence (AI) in Agriculture Companies Headquarters

3.4.2 Global Artificial Intelligence (AI) in Agriculture Companies Product & Service

3.4.3 Date of International Companies Enter into Artificial Intelligence (AI) in Agriculture Market

3.5 Global Artificial Intelligence (AI) in Agriculture Mergers & Acquisitions, Expansion Plans

4 Company Profiles

4.1 IBM

4.1.1 IBM Company Information

4.1.2 IBM Description, Business Overview

4.1.3 IBM Artificial Intelligence (AI) in Agriculture Products Offered

4.1.4 IBM Artificial Intelligence (AI) in Agriculture Revenue and Gross Margin (2019-2024)

4.1.5 IBM Artificial Intelligence (AI) in Agriculture Revenue by Product in 2023

4.1.6 IBM Artificial Intelligence (AI) in Agriculture Revenue by Application in 2023

4.1.7 IBM Artificial Intelligence (AI) in Agriculture Revenue by Geographic Area in 2023

4.1.8 IBM Recent Developments

4.2 Intel

4.2.1 Intel Company Information

4.2.2 Intel Description, Business Overview

4.2.3 Intel Artificial Intelligence (AI) in Agriculture Products Offered

4.2.4 Intel Artificial Intelligence (AI) in Agriculture Revenue and Gross Margin (2019-2024)

4.2.5 Intel Artificial Intelligence (AI) in Agriculture Revenue by Product in 2023

4.2.6 Intel Artificial Intelligence (AI) in Agriculture Revenue by Application in 2023

4.2.7 Intel Artificial Intelligence (AI) in Agriculture Revenue by Geographic Area in 2023

4.2.8 Intel Recent Developments

4.3 Microsoft

4.3.1 Microsoft Company Information

4.3.2 Microsoft Description, Business Overview

4.3.3 Microsoft Artificial Intelligence (AI) in Agriculture Products Offered

4.3.4 Microsoft Artificial Intelligence (AI) in Agriculture Revenue and Gross Margin (2019-2024)

4.3.5 Microsoft Artificial Intelligence (AI) in Agriculture Revenue by Product in 2023

4.3.6 Microsoft Artificial Intelligence (AI) in Agriculture Revenue by Application in 2023

4.3.7 Microsoft Artificial Intelligence (AI) in Agriculture Revenue by Geographic Area in 2023

4.3.8 Microsoft Recent Developments

4.4 SAP

4.4.1 SAP Company Information

4.4.2 SAP Description, Business Overview

4.4.3 SAP Artificial Intelligence (AI) in Agriculture Products Offered

4.4.4 SAP Artificial Intelligence (AI) in Agriculture Revenue and Gross Margin (2019-2024)

4.4.5 SAP Artificial Intelligence (AI) in Agriculture Revenue by Product in 2023

4.4.6 SAP Artificial Intelligence (AI) in Agriculture Revenue by Application in 2023

4.4.7 SAP Artificial Intelligence (AI) in Agriculture Revenue by Geographic Area in 2023

4.4.8 SAP Recent Developments

4.5 Agribotix

4.5.1 Agribotix Company Information

4.5.2 Agribotix Description, Business Overview

4.5.3 Agribotix Artificial Intelligence (AI) in Agriculture Products Offered

4.5.4 Agribotix Artificial Intelligence (AI) in Agriculture Revenue and Gross Margin (2019-2024)

4.5.5 Agribotix Artificial Intelligence (AI) in Agriculture Revenue by Product in 2023

4.5.6 Agribotix Artificial Intelligence (AI) in Agriculture Revenue by Application in 2023

4.5.7 Agribotix Artificial Intelligence (AI) in Agriculture Revenue by Geographic Area in 2023

4.5.8 Agribotix Recent Developments

4.6 The Climate Corporation

4.6.1 The Climate Corporation Company Information

4.6.2 The Climate Corporation Description, Business Overview

4.6.3 The Climate Corporation Artificial Intelligence (AI) in Agriculture Products Offered

4.6.4 The Climate Corporation Artificial Intelligence (AI) in Agriculture Revenue and Gross Margin (2019-2024)

4.6.5 The Climate Corporation Artificial Intelligence (AI) in Agriculture Revenue by Product in 2023

4.6.6 The Climate Corporation Artificial Intelligence (AI) in Agriculture Revenue by Application in 2023

4.6.7 The Climate Corporation Artificial Intelligence (AI) in Agriculture Revenue by Geographic Area in 2023

4.6.8 The Climate Corporation Recent Development

4.7 Mavrx

4.7.1 Mavrx Company Information

4.7.2 Mavrx Description, Business Overview

4.7.3 Mavrx Artificial Intelligence (AI) in Agriculture Products Offered

4.7.4 Mavrx Artificial Intelligence (AI) in Agriculture Revenue and Gross Margin (2019-2024)

4.7.5 Mavrx Artificial Intelligence (AI) in Agriculture Revenue by Product in 2023

4.7.6 Mavrx Artificial Intelligence (AI) in Agriculture Revenue by Application in 2023

4.7.7 Mavrx Artificial Intelligence (AI) in Agriculture Revenue by Geographic Area in 2023

4.7.8 Mavrx Recent Development

4.8 aWhere

4.8.1 aWhere Company Information

4.8.2 aWhere Description, Business Overview

4.8.3 aWhere Artificial Intelligence (AI) in Agriculture Products Offered

4.8.4 aWhere Artificial Intelligence (AI) in Agriculture Revenue and Gross Margin (2019-2024)

4.8.5 aWhere Artificial Intelligence (AI) in Agriculture Revenue by Product in 2023

4.8.6 aWhere Artificial Intelligence (AI) in Agriculture Revenue by Application in 2023

4.8.7 aWhere Artificial Intelligence (AI) in Agriculture Revenue by Geographic Area in 2023

4.8.8 aWhere Recent Development

4.9 Precision Hawk

4.9.1 Precision Hawk Company Information

4.9.2 Precision Hawk Description, Business Overview

4.9.3 Precision Hawk Artificial Intelligence (AI) in Agriculture Products Offered

4.9.4 Precision Hawk Artificial Intelligence (AI) in Agriculture Revenue and Gross Margin (2019-2024)

4.9.5 Precision Hawk Artificial Intelligence (AI) in Agriculture Revenue by Product in 2023

4.9.6 Precision Hawk Artificial Intelligence (AI) in Agriculture Revenue by Application in 2023

4.9.7 Precision Hawk Artificial Intelligence (AI) in Agriculture Revenue by Geographic Area in 2023

4.9.8 Precision Hawk Recent Development

4.10 Granular

4.10.1 Granular Company Information

4.10.2 Granular Description, Business Overview

4.10.3 Granular Artificial Intelligence (AI) in Agriculture Products Offered

4.10.4 Granular Artificial Intelligence (AI) in Agriculture Revenue and Gross Margin (2019-2024)

4.10.5 Granular Artificial Intelligence (AI) in Agriculture Revenue by Product in 2023

4.10.6 Granular Artificial Intelligence (AI) in Agriculture Revenue by Application in 2023

4.10.7 Granular Artificial Intelligence (AI) in Agriculture Revenue by Geographic Area in 2023

4.10.8 Granular Recent Development

4.11 Prospera Technologies

4.11.1 Prospera Technologies Company Information

4.11.2 Prospera Technologies Description, Business Overview

4.11.3 Prospera Technologies Artificial Intelligence (AI) in Agriculture Products Offered

4.11.4 Prospera Technologies Artificial Intelligence (AI) in Agriculture Revenue and Gross Margin (2019-2024)

4.11.5 Prospera Technologies Artificial Intelligence (AI) in Agriculture Revenue by Product in 2023

4.11.6 Prospera Technologies Artificial Intelligence (AI) in Agriculture Revenue by Application in 2023

4.11.7 Prospera Technologies Artificial Intelligence (AI) in Agriculture Revenue by Geographic Area in 2023

4.11.8 Prospera Technologies Recent Development

4.12 Spensa Technologies

4.12.1 Spensa Technologies Company Information

4.12.2 Spensa Technologies Description, Business Overview

4.12.3 Spensa Technologies Artificial Intelligence (AI) in Agriculture Products Offered

4.12.4 Spensa Technologies Artificial Intelligence (AI) in Agriculture Revenue and Gross Margin (2019-2024)

4.12.5 Spensa Technologies Artificial Intelligence (AI) in Agriculture Revenue by Product in 2023

4.12.6 Spensa Technologies Artificial Intelligence (AI) in Agriculture Revenue by Application in 2023

4.12.7 Spensa Technologies Artificial Intelligence (AI) in Agriculture Revenue by Geographic Area in 2023

4.12.8 Spensa Technologies Recent Development

4.13 Resson

4.13.1 Resson Company Information

4.13.2 Resson Description, Business Overview

4.13.3 Resson Artificial Intelligence (AI) in Agriculture Products Offered

4.13.4 Resson Artificial Intelligence (AI) in Agriculture Revenue and Gross Margin (2019-2024)

4.13.5 Resson Artificial Intelligence (AI) in Agriculture Revenue by Product in 2023

4.13.6 Resson Artificial Intelligence (AI) in Agriculture Revenue by Application in 2023

4.13.7 Resson Artificial Intelligence (AI) in Agriculture Revenue by Geographic Area in 2023

4.13.8 Resson Recent Development

4.14 Vision Robotics

4.14.1 Vision Robotics Company Information

4.14.2 Vision Robotics Description, Business Overview

4.14.3 Vision Robotics Artificial Intelligence (AI) in Agriculture Products Offered

4.14.4 Vision Robotics Artificial Intelligence (AI) in Agriculture Revenue and Gross Margin (2019-2024)

4.14.5 Vision Robotics Artificial Intelligence (AI) in Agriculture Revenue by Product in 2023

4.14.6 Vision Robotics Artificial Intelligence (AI) in Agriculture Revenue by Application in 2023

4.14.7 Vision Robotics Artificial Intelligence (AI) in Agriculture Revenue by Geographic Area in 2023

4.14.8 Vision Robotics Recent Development

4.15 Harvest Croo Robotics

4.15.1 Harvest Croo Robotics Company Information

4.15.2 Harvest Croo Robotics Description, Business Overview

4.15.3 Harvest Croo Robotics Artificial Intelligence (AI) in Agriculture Products Offered

4.15.4 Harvest Croo Robotics Artificial Intelligence (AI) in Agriculture Revenue and Gross Margin (2019-2024)

4.15.5 Harvest Croo Robotics Artificial Intelligence (AI) in Agriculture Revenue by Product in 2023

4.15.6 Harvest Croo Robotics Artificial Intelligence (AI) in Agriculture Revenue by Application in 2023

4.15.7 Harvest Croo Robotics Artificial Intelligence (AI) in Agriculture Revenue by Geographic Area in 2023

4.15.8 Harvest Croo Robotics Recent Development

4.16 CropX

4.16.1 CropX Company Information

4.16.2 CropX Description, Business Overview

4.16.3 CropX Artificial Intelligence (AI) in Agriculture Products Offered

4.16.4 CropX Artificial Intelligence (AI) in Agriculture Revenue and Gross Margin (2019-2024)

4.16.5 CropX Artificial Intelligence (AI) in Agriculture Revenue by Product in 2023

4.16.6 CropX Artificial Intelligence (AI) in Agriculture Revenue by Application in 2023

4.16.7 CropX Artificial Intelligence (AI) in Agriculture Revenue by Geographic Area in 2023

4.16.8 CropX Recent Development

4.17 John Deere

4.17.1 John Deere Company Information

4.17.2 John Deere Description, Business Overview

4.17.3 John Deere Artificial Intelligence (AI) in Agriculture Products Offered

4.17.4 John Deere Artificial Intelligence (AI) in Agriculture Revenue and Gross Margin (2019-2024)

4.17.5 John Deere Artificial Intelligence (AI) in Agriculture Revenue by Product in 2023

4.17.6 John Deere Artificial Intelligence (AI) in Agriculture Revenue by Application in 2023

4.17.7 John Deere Artificial Intelligence (AI) in Agriculture Revenue by Geographic Area in 2023

4.17.8 John Deere Recent Development

4.18 Gamaya

4.18.1 Gamaya Company Information

4.18.2 Gamaya Description, Business Overview

4.18.3 Gamaya Artificial Intelligence (AI) in Agriculture Products Offered

4.18.4 Gamaya Artificial Intelligence (AI) in Agriculture Revenue and Gross Margin (2019-2024)

4.18.5 Gamaya Artificial Intelligence (AI) in Agriculture Revenue by Product in 2023

4.18.6 Gamaya Artificial Intelligence (AI) in Agriculture Revenue by Application in 2023

4.18.7 Gamaya Artificial Intelligence (AI) in Agriculture Revenue by Geographic Area in 2023

4.18.8 Gamaya Recent Development

4.19 Cainthus

4.19.1 Cainthus Company Information

4.19.2 Cainthus Description, Business Overview

4.19.3 Cainthus Artificial Intelligence (AI) in Agriculture Products Offered

4.19.4 Cainthus Artificial Intelligence (AI) in Agriculture Revenue and Gross Margin (2019-2024)

4.19.5 Cainthus Artificial Intelligence (AI) in Agriculture Revenue by Product in 2023

4.19.6 Cainthus Artificial Intelligence (AI) in Agriculture Revenue by Application in 2023

4.19.7 Cainthus Artificial Intelligence (AI) in Agriculture Revenue by Geographic Area in 2023

4.19.8 Cainthus Recent Development

5 Breakdown Data by Type

5.1 Global Artificial Intelligence (AI) in Agriculture Revenue by Type (2019-2024)

5.2 Global Artificial Intelligence (AI) in Agriculture Revenue Forecast by Type (2025-2030)

5.3 Artificial Intelligence (AI) in Agriculture Revenue Market Share by Type (2019-2030)

6 Breakdown Data by Application

6.1 Global Artificial Intelligence (AI) in Agriculture Revenue by Application (2019-2024)

6.2 Global Artificial Intelligence (AI) in Agriculture Revenue Forecast by Application (2025-2030)

6.3 Artificial Intelligence (AI) in Agriculture Revenue Market Share by Application (2019-2030)

7 North America

7.1 North America Artificial Intelligence (AI) in Agriculture Market Size YoY Growth 2019-2030

7.2 North America Artificial Intelligence (AI) in Agriculture Market Facts & Figures by Country (2019-2030)

7.3 North America Artificial Intelligence (AI) in Agriculture Revenue by Type (2019-2024)

7.4 North America Artificial Intelligence (AI) in Agriculture Revenue by Application (2019-2024)

8 Asia-Pacific

8.1 Asia-Pacific Artificial Intelligence (AI) in Agriculture Market Size YoY Growth 2019-2030

8.2 Asia-Pacific Artificial Intelligence (AI) in Agriculture Market Facts & Figures by Region (2019-2030)

8.3 Asia-Pacific Artificial Intelligence (AI) in Agriculture Revenue by Type (2019-2024)

8.4 Asia-Pacific Artificial Intelligence (AI) in Agriculture Revenue by Application (2019-2024)

9 Europe

9.1 Europe Artificial Intelligence (AI) in Agriculture Market Size YoY Growth 2019-2030

9.2 Europe Artificial Intelligence (AI) in Agriculture Market Facts & Figures by Country (2019-2030)

9.3 Europe Artificial Intelligence (AI) in Agriculture Revenue by Type (2019-2024)

9.4 Europe Artificial Intelligence (AI) in Agriculture Revenue by Application (2019-2024)

10 Latin America

10.1 Latin America Artificial Intelligence (AI) in Agriculture Market Size YoY Growth 2019-2030

10.2 Latin America Artificial Intelligence (AI) in Agriculture Market Facts & Figures by Country (2019-2030)

10.3 Latin America Artificial Intelligence (AI) in Agriculture Revenue by Type (2019-2024)

10.4 Latin America Artificial Intelligence (AI) in Agriculture Revenue by Application (2019-2024)

11 Middle East and Africa

11.1 Middle East and Africa Artificial Intelligence (AI) in Agriculture Market Size YoY Growth 2019-2030

11.2 Middle East and Africa Artificial Intelligence (AI) in Agriculture Market Facts & Figures by Country (2019-2030)

11.3 Middle East and Africa Artificial Intelligence (AI) in Agriculture Revenue by Type (2019-2024)

11.4 Middle East and Africa Artificial Intelligence (AI) in Agriculture Revenue by Application (2019-2024)

12 Supply Chain and Sales Channel Analysis

12.1 Artificial Intelligence (AI) in Agriculture Supply Chain Analysis

12.2 Artificial Intelligence (AI) in Agriculture Key Raw Materials and Upstream Suppliers

12.3 Artificial Intelligence (AI) in Agriculture Clients Analysis

12.4 Artificial Intelligence (AI) in Agriculture Sales Channel and Sales Model Analysis

12.4.1 Artificial Intelligence (AI) in Agriculture Distribution Channel Analysis: Indirect Sales VS Direct Sales

12.4.2 Artificial Intelligence (AI) in Agriculture Distribution Channel Analysis: Online Sales VS Offline Sales

12.4.3 Artificial Intelligence (AI) in Agriculture Distributors

13 Market Dynamics

13.1 Artificial Intelligence (AI) in Agriculture Industry Trends

13.2 Artificial Intelligence (AI) in Agriculture Market Drivers

13.3 Artificial Intelligence (AI) in Agriculture Market Challenges

13.4 Artificial Intelligence (AI) in Agriculture Market Restraints

14 Research Findings and Conclusion

15 Appendix

15.1 Research Methodology

15.1.1 Methodology/Research Approach

15.1.2 Data Source

15.2 Author Details

15.3 Disclaimer

FEATURED COMPANIES

The Climate Corporation

Prospera Technologies

Spensa Technologies

Resson

Vision Robotics

Harvest Croo Robotics

List of Tables

Table 1. Global Artificial Intelligence (AI) in Agriculture Market Size Growth Rate by Type (US$ Million): 2019 VS 2023 VS 2030

Table 2. Major Companies of Machine Learning

Table 3. Major Companies of Computer Vision

Table 4. Major Companies of Predictive Analytics

Table 5. Global Artificial Intelligence (AI) in Agriculture Market Size Growth by Application (US$ Million): 2019 VS 2023 VS 2030

Table 6. Global Artificial Intelligence (AI) in Agriculture Market Size by Region (US$ Million): 2023 VS 2030

Table 7. Global Artificial Intelligence (AI) in Agriculture Revenue by Region (2019-2024) & (US$ Million)

Table 8. Global Artificial Intelligence (AI) in Agriculture Revenue Forecast by Region (2025-2030) & (US$ Million)

Table 9. Artificial Intelligence (AI) in Agriculture Revenue by Company (2019-2024) & (US$ Million)

Table 10. Artificial Intelligence (AI) in Agriculture Revenue Share by Company (2019-2024)

Table 11. Ranking of Global Top Artificial Intelligence (AI) in Agriculture Players by Revenue (US$ Million) in 2023

Table 12. Global Artificial Intelligence (AI) in Agriculture Companies Market Concentration Ratio (CR5 and HHI) & (2019-2024)

Table 13. Global Artificial Intelligence (AI) in Agriculture by Company Type (Tier 1, Tier 2 and Tier 3) & (based on the Revenue in Artificial Intelligence (AI) in Agriculture as of 2023)

Table 14. Global Artificial Intelligence (AI) in Agriculture Companies Headquarters

Table 15. Global Artificial Intelligence (AI) in Agriculture Companies Product & Service

Table 16. Date of International Companies Enter into Artificial Intelligence (AI) in Agriculture Market

Table 17. Global Artificial Intelligence (AI) in Agriculture Mergers & Acquisitions, Expansion Plans

Table 18. IBM Company Information

Table 19. IBM Description and Business Overview

Table 20. IBM Artificial Intelligence (AI) in Agriculture Product

Table 21. IBM Artificial Intelligence (AI) in Agriculture Revenue (US$ Million) and Gross Margin (2019-2024)

Table 22. IBM Revenue Proportion of Artificial Intelligence (AI) in Agriculture by Product in 2023

Table 23. IBM Revenue Proportion of Artificial Intelligence (AI) in Agriculture by Application in 2023

Table 24. IBM Revenue Proportion of Artificial Intelligence (AI) in Agriculture by Geographic Area in 2023

Table 25. IBM Recent Development

Table 26. Intel Company Information

Table 27. Intel Description and Business Overview

Table 28. Intel Artificial Intelligence (AI) in Agriculture Product

Table 29. Intel Artificial Intelligence (AI) in Agriculture Revenue (US$ Million) and Gross Margin (2019-2024)

Table 30. Intel Revenue Proportion of Artificial Intelligence (AI) in Agriculture by Product in 2023

Table 31. Intel Revenue Proportion of Artificial Intelligence (AI) in Agriculture by Application in 2023

Table 32. Intel Revenue Proportion of Artificial Intelligence (AI) in Agriculture by Geographic Area in 2023

Table 33. Intel Recent Development

Table 34. Microsoft Company Information

Table 35. Microsoft Description and Business Overview

Table 36. Microsoft Artificial Intelligence (AI) in Agriculture Product

Table 37. Microsoft Artificial Intelligence (AI) in Agriculture Revenue (US$ Million) and Gross Margin (2019-2024)

Table 38. Microsoft Revenue Proportion of Artificial Intelligence (AI) in Agriculture by Product in 2023

Table 39. Microsoft Revenue Proportion of Artificial Intelligence (AI) in Agriculture by Application in 2023

Table 40. Microsoft Revenue Proportion of Artificial Intelligence (AI) in Agriculture by Geographic Area in 2023

Table 41. Microsoft Recent Development

Table 42. SAP Company Information

Table 43. SAP Description and Business Overview

Table 44. SAP Artificial Intelligence (AI) in Agriculture Product

Table 45. SAP Artificial Intelligence (AI) in Agriculture Revenue (US$ Million) and Gross Margin (2019-2024)

Table 46. SAP Revenue Proportion of Artificial Intelligence (AI) in Agriculture by Product in 2023

Table 47. SAP Revenue Proportion of Artificial Intelligence (AI) in Agriculture by Application in 2023

Table 48. SAP Revenue Proportion of Artificial Intelligence (AI) in Agriculture by Geographic Area in 2023

Table 49. SAP Recent Development

Table 50. Agribotix Company Information

Table 51. Agribotix Description and Business Overview

Table 52. Agribotix Artificial Intelligence (AI) in Agriculture Product

Table 53. Agribotix Artificial Intelligence (AI) in Agriculture Revenue (US$ Million) and Gross Margin (2019-2024)

Table 54. Agribotix Revenue Proportion of Artificial Intelligence (AI) in Agriculture by Product in 2023

Table 55. Agribotix Revenue Proportion of Artificial Intelligence (AI) in Agriculture by Application in 2023

Table 56. Agribotix Revenue Proportion of Artificial Intelligence (AI) in Agriculture by Geographic Area in 2023

Table 57. Agribotix Recent Development

Table 58. The Climate Corporation Company Information

Table 59. The Climate Corporation Description and Business Overview

Table 60. The Climate Corporation Artificial Intelligence (AI) in Agriculture Product

Table 61. The Climate Corporation Artificial Intelligence (AI) in Agriculture Revenue (US$ Million) and Gross Margin (2019-2024)

Table 62. The Climate Corporation Revenue Proportion of Artificial Intelligence (AI) in Agriculture by Product in 2023

Table 63. The Climate Corporation Revenue Proportion of Artificial Intelligence (AI) in Agriculture by Application in 2023

Table 64. The Climate Corporation Revenue Proportion of Artificial Intelligence (AI) in Agriculture by Geographic Area in 2023

Table 65. The Climate Corporation Recent Development

Table 66. Mavrx Company Information

Table 67. Mavrx Description and Business Overview

Table 68. Mavrx Artificial Intelligence (AI) in Agriculture Product

Table 69. Mavrx Artificial Intelligence (AI) in Agriculture Revenue (US$ Million) and Gross Margin (2019-2024)

Table 70. Mavrx Revenue Proportion of Artificial Intelligence (AI) in Agriculture by Product in 2023

Table 71. Mavrx Revenue Proportion of Artificial Intelligence (AI) in Agriculture by Application in 2023

Table 72. Mavrx Revenue Proportion of Artificial Intelligence (AI) in Agriculture by Geographic Area in 2023

Table 73. Mavrx Recent Development

Table 74. aWhere Company Information

Table 75. aWhere Description and Business Overview

Table 76. aWhere Artificial Intelligence (AI) in Agriculture Product

Table 77. aWhere Artificial Intelligence (AI) in Agriculture Revenue (US$ Million) and Gross Margin (2019-2024)

Table 78. aWhere Revenue Proportion of Artificial Intelligence (AI) in Agriculture by Product in 2023

Table 79. aWhere Revenue Proportion of Artificial Intelligence (AI) in Agriculture by Application in 2023

Table 80. aWhere Revenue Proportion of Artificial Intelligence (AI) in Agriculture by Geographic Area in 2023

Table 81. aWhere Recent Development

Table 82. Precision Hawk Company Information

Table 83. Precision Hawk Description and Business Overview

Table 84. Precision Hawk Artificial Intelligence (AI) in Agriculture Product

Table 85. Precision Hawk Artificial Intelligence (AI) in Agriculture Revenue (US$ Million) and Gross Margin (2019-2024)

Table 86. Precision Hawk Revenue Proportion of Artificial Intelligence (AI) in Agriculture by Product in 2023

Table 87. Precision Hawk Revenue Proportion of Artificial Intelligence (AI) in Agriculture by Application in 2023

Table 88. Precision Hawk Revenue Proportion of Artificial Intelligence (AI) in Agriculture by Geographic Area in 2023

Table 89. Precision Hawk Recent Development

Table 90. Granular Company Information

Table 91. Granular Description and Business Overview

Table 92. Granular Artificial Intelligence (AI) in Agriculture Product

Table 93. Granular Artificial Intelligence (AI) in Agriculture Revenue (US$ Million) and Gross Margin (2019-2024)

Table 94. Granular Revenue Proportion of Artificial Intelligence (AI) in Agriculture by Product in 2023

Table 95. Granular Revenue Proportion of Artificial Intelligence (AI) in Agriculture by Application in 2023

Table 96. Granular Revenue Proportion of Artificial Intelligence (AI) in Agriculture by Geographic Area in 2023

Table 97. Granular Recent Development

Table 98. Prospera Technologies Company Information

Table 99. Prospera Technologies Description and Business Overview

Table 100. Prospera Technologies Artificial Intelligence (AI) in Agriculture Product

Table 101. Prospera Technologies Artificial Intelligence (AI) in Agriculture Revenue (US$ Million) and Gross Margin (2019-2024)

Table 102. Prospera Technologies Revenue Proportion of Artificial Intelligence (AI) in Agriculture by Product in 2023

Table 103. Prospera Technologies Revenue Proportion of Artificial Intelligence (AI) in Agriculture by Application in 2023

Table 104. Prospera Technologies Revenue Proportion of Artificial Intelligence (AI) in Agriculture by Geographic Area in 2023

Table 105. Prospera Technologies Recent Development

Table 106. Spensa Technologies Company Information

Table 107. Spensa Technologies Description and Business Overview

Table 108. Spensa Technologies Artificial Intelligence (AI) in Agriculture Product

Table 109. Spensa Technologies Artificial Intelligence (AI) in Agriculture Revenue (US$ Million) and Gross Margin (2019-2024)

Table 110. Spensa Technologies Revenue Proportion of Artificial Intelligence (AI) in Agriculture by Product in 2023

Table 111. Spensa Technologies Revenue Proportion of Artificial Intelligence (AI) in Agriculture by Application in 2023

Table 112. Spensa Technologies Revenue Proportion of Artificial Intelligence (AI) in Agriculture by Geographic Area in 2023

Table 113. Spensa Technologies Recent Development

Table 114. Resson Company Information

Table 115. Resson Description and Business Overview

Table 116. Resson Artificial Intelligence (AI) in Agriculture Product

Table 117. Resson Artificial Intelligence (AI) in Agriculture Revenue (US$ Million) and Gross Margin (2019-2024)

Table 118. Resson Revenue Proportion of Artificial Intelligence (AI) in Agriculture by Product in 2023

Table 119. Resson Revenue Proportion of Artificial Intelligence (AI) in Agriculture by Application in 2023

Table 120. Resson Revenue Proportion of Artificial Intelligence (AI) in Agriculture by Geographic Area in 2023

Table 121. Resson Recent Development

Table 122. Vision Robotics Company Information

Table 123. Vision Robotics Description and Business Overview

Table 124. Vision Robotics Artificial Intelligence (AI) in Agriculture Product

Table 125. Vision Robotics Artificial Intelligence (AI) in Agriculture Revenue (US$ Million) and Gross Margin (2019-2024)

Table 126. Vision Robotics Revenue Proportion of Artificial Intelligence (AI) in Agriculture by Product in 2023

Table 127. Vision Robotics Revenue Proportion of Artificial Intelligence (AI) in Agriculture by Application in 2023

Table 128. Vision Robotics Revenue Proportion of Artificial Intelligence (AI) in Agriculture by Geographic Area in 2023

Table 129. Vision Robotics Recent Development

Table 130. Harvest Croo Robotics Company Information

Table 131. Harvest Croo Robotics Description and Business Overview

Table 132. Harvest Croo Robotics Artificial Intelligence (AI) in Agriculture Product

Table 133. Harvest Croo Robotics Artificial Intelligence (AI) in Agriculture Revenue (US$ Million) and Gross Margin (2019-2024)

Table 134. Harvest Croo Robotics Revenue Proportion of Artificial Intelligence (AI) in Agriculture by Product in 2023

Table 135. Harvest Croo Robotics Revenue Proportion of Artificial Intelligence (AI) in Agriculture by Application in 2023

Table 136. Harvest Croo Robotics Revenue Proportion of Artificial Intelligence (AI) in Agriculture by Geographic Area in 2023

Table 137. Harvest Croo Robotics Recent Development

Table 138. CropX Company Information

Table 139. CropX Description and Business Overview

Table 140. CropX Artificial Intelligence (AI) in Agriculture Product

Table 141. CropX Artificial Intelligence (AI) in Agriculture Revenue (US$ Million) and Gross Margin (2019-2024)

Table 142. CropX Revenue Proportion of Artificial Intelligence (AI) in Agriculture by Product in 2023

Table 143. CropX Revenue Proportion of Artificial Intelligence (AI) in Agriculture by Application in 2023

Table 144. CropX Revenue Proportion of Artificial Intelligence (AI) in Agriculture by Geographic Area in 2023

Table 145. CropX Recent Development

Table 146. John Deere Company Information

Table 147. John Deere Description and Business Overview

Table 148. John Deere Artificial Intelligence (AI) in Agriculture Product

Table 149. John Deere Artificial Intelligence (AI) in Agriculture Revenue (US$ Million) and Gross Margin (2019-2024)

Table 150. John Deere Revenue Proportion of Artificial Intelligence (AI) in Agriculture by Product in 2023

Table 151. John Deere Revenue Proportion of Artificial Intelligence (AI) in Agriculture by Application in 2023

Table 152. John Deere Revenue Proportion of Artificial Intelligence (AI) in Agriculture by Geographic Area in 2023

Table 153. John Deere Recent Development

Table 154. Gamaya Company Information

Table 155. Gamaya Description and Business Overview

Table 156. Gamaya Artificial Intelligence (AI) in Agriculture Product

Table 157. Gamaya Artificial Intelligence (AI) in Agriculture Revenue (US$ Million) and Gross Margin (2019-2024)

Table 158. Gamaya Revenue Proportion of Artificial Intelligence (AI) in Agriculture by Product in 2023

Table 159. Gamaya Revenue Proportion of Artificial Intelligence (AI) in Agriculture by Application in 2023

Table 160. Gamaya Revenue Proportion of Artificial Intelligence (AI) in Agriculture by Geographic Area in 2023

Table 161. Gamaya Recent Development

Table 162. Cainthus Company Information

Table 163. Cainthus Description and Business Overview

Table 164. Cainthus Artificial Intelligence (AI) in Agriculture Product

Table 165. Cainthus Artificial Intelligence (AI) in Agriculture Revenue (US$ Million) and Gross Margin (2019-2024)

Table 166. Cainthus Revenue Proportion of Artificial Intelligence (AI) in Agriculture by Product in 2023

Table 167. Cainthus Revenue Proportion of Artificial Intelligence (AI) in Agriculture by Application in 2023

Table 168. Cainthus Revenue Proportion of Artificial Intelligence (AI) in Agriculture by Geographic Area in 2023

Table 169. Cainthus Recent Development

Table 170. Global Artificial Intelligence (AI) in Agriculture Revenue by Type (2019-2024) & (US$ Million)

Table 171. Global Artificial Intelligence (AI) in Agriculture Revenue Forecast by Type (2025-2030) & (US$ Million)

Table 172. Global Artificial Intelligence (AI) in Agriculture Revenue by Application (2019-2024) & (US$ Million)

Table 173. Global Artificial Intelligence (AI) in Agriculture Revenue Forecast by Application (2025-2030) & (US$ Million)

Table 174. North America Artificial Intelligence (AI) in Agriculture Revenue by Country (2019-2024) & (US$ Million)

Table 175. North America Artificial Intelligence (AI) in Agriculture Revenue by Country (2025-2030) & (US$ Million)

Table 176. North America Artificial Intelligence (AI) in Agriculture Revenue by Type (2019-2024) & (US$ Million)

Table 177. North America Artificial Intelligence (AI) in Agriculture Revenue by Application (2019-2024) & (US$ Million)

Table 178. Asia-Pacific Artificial Intelligence (AI) in Agriculture Revenue by Region (2019-2030) & (US$ Million)

Table 179. Asia-Pacific Artificial Intelligence (AI) in Agriculture Revenue by Region (2025-2030) & (US$ Million)

Table 180. Asia-Pacific Artificial Intelligence (AI) in Agriculture Revenue by Type (2019-2024) & (US$ Million)

Table 181. Asia-Pacific Artificial Intelligence (AI) in Agriculture Revenue by Application (2019-2024) & (US$ Million)

Table 182. Europe Artificial Intelligence (AI) in Agriculture Revenue by Country (2019-2024) & (US$ Million)

Table 183. Europe Artificial Intelligence (AI) in Agriculture Revenue by Country (2025-2030) & (US$ Million)

Table 184. Europe Artificial Intelligence (AI) in Agriculture Revenue by Type (2019-2024) & (US$ Million)

Table 185. Europe Artificial Intelligence (AI) in Agriculture Revenue by Application (2019-2024) & (US$ Million)

Table 186. Latin America Artificial Intelligence (AI) in Agriculture Revenue by Country (2019-2024) & (US$ Million)

Table 187. Latin America Artificial Intelligence (AI) in Agriculture Revenue by Country (2025-2030) & (US$ Million)

Table 188. Latin America Artificial Intelligence (AI) in Agriculture Revenue by Type (2019-2024) & (US$ Million)

Table 189. Latin America Artificial Intelligence (AI) in Agriculture Revenue by Application (2019-2024) & (US$ Million)

Table 190. Middle East and Africa Artificial Intelligence (AI) in Agriculture Revenue by Country (2019-2024) & (US$ Million)

Table 191. Middle East and Africa Artificial Intelligence (AI) in Agriculture Revenue by Country (2025-2030) & (US$ Million)

Table 192. Middle East and Africa Artificial Intelligence (AI) in Agriculture Revenue by Type (2019-2024) & (US$ Million)

Table 193. Middle East and Africa Artificial Intelligence (AI) in Agriculture Revenue by Application (2019-2024) & (US$ Million)

Table 194. Artificial Intelligence (AI) in Agriculture Key Raw Materials, Industry Status and Trend

Table 195. Artificial Intelligence (AI) in Agriculture Key Raw Materials and Upstream Suppliers

Table 196. Artificial Intelligence (AI) in Agriculture Clients Status and Trend

Table 197. Artificial Intelligence (AI) in Agriculture Typical Clients

Table 198. Artificial Intelligence (AI) in Agriculture Distributors

Table 199. Artificial Intelligence (AI) in Agriculture Market Trends

Table 200. Artificial Intelligence (AI) in Agriculture Market Drivers

Table 201. Artificial Intelligence (AI) in Agriculture Market Challenges

Table 202. Artificial Intelligence (AI) in Agriculture Market Restraints

Table 203. Research Programs/Design for This Report

Table 204. Key Data Information from Secondary Sources

Table 205. Key Data Information from Primary Sources

List of Figures

Figure 1. Artificial Intelligence (AI) in Agriculture Product Picture

Figure 2. Global Artificial Intelligence (AI) in Agriculture Revenue Market Share by Type in 2023 & 2030

Figure 3. Machine Learning Product Picture

Figure 4. Computer Vision Product Picture

Figure 5. Predictive Analytics Product Picture

Figure 6. Global Artificial Intelligence (AI) in Agriculture Revenue Market Share by Application in 2023 & 2030

Figure 7. Precision Farming

Figure 8. Livestock Monitoring

Figure 9. Drone Analytics

Figure 10. Agriculture Robots

Figure 11. Others

Figure 12. Artificial Intelligence (AI) in Agriculture Report Years Considered

Figure 13. Global Artificial Intelligence (AI) in Agriculture Revenue, (US$ Million), 2019 VS 2023 VS 2030

Figure 14. Global Artificial Intelligence (AI) in Agriculture Market Size 2019-2030 (US$ Million)

Figure 15. Global Artificial Intelligence (AI) in Agriculture Market Size Market Share by Region: 2023 Versus 2030

Figure 16. Global Artificial Intelligence (AI) in Agriculture Revenue Market Share by Region (2019-2030)

Figure 17. Artificial Intelligence (AI) in Agriculture Market Share by Company Type (Tier 1, Tier 2 and Tier 3): 2019 VS 2023

Figure 18. Global Artificial Intelligence (AI) in Agriculture Revenue Market Share Forecast by Type (2019-2030)

Figure 19. Global Artificial Intelligence (AI) in Agriculture Revenue Market Share Forecast by Application (2019-2030)

Figure 20. North America Artificial Intelligence (AI) in Agriculture Revenue 2019-2030 (US$ Million)

Figure 21. North America Artificial Intelligence (AI) in Agriculture Revenue Market Share by Type (2019-2024)

Figure 22. North America Artificial Intelligence (AI) in Agriculture Revenue Market Share by Application (2019-2024)

Figure 23. Asia-Pacific Artificial Intelligence (AI) in Agriculture Revenue 2019-2030 (US$ Million)

Figure 24. Asia-Pacific Artificial Intelligence (AI) in Agriculture Revenue Market Share by Region (2019-2030)

Figure 25. Asia-Pacific Artificial Intelligence (AI) in Agriculture Revenue Market Share by Type (2019-2024)

Figure 26. Asia-Pacific Artificial Intelligence (AI) in Agriculture Revenue Market Share by Application (2019-2024)

Figure 27. Europe Artificial Intelligence (AI) in Agriculture Revenue Growth Rate 2019-2030 (US$ Million)

Figure 28. Europe Artificial Intelligence (AI) in Agriculture Revenue Market Share by Country (2019-2030)

Figure 29. Europe Artificial Intelligence (AI) in Agriculture Revenue Market Share by Type (2019-2024)

Figure 30. Europe Artificial Intelligence (AI) in Agriculture Revenue Market Share by Application (2019-2024)

Figure 31. Latin America Artificial Intelligence (AI) in Agriculture Revenue Growth Rate 2019-2030 (US$ Million)

Figure 32. Latin America Artificial Intelligence (AI) in Agriculture Revenue Market Share by Country (2019-2024)

Figure 33. Latin America Artificial Intelligence (AI) in Agriculture Revenue Market Share by Type (2019-2024)

Figure 34. Latin America Artificial Intelligence (AI) in Agriculture Revenue Market Share by Application (2019-2024)

Figure 35. Middle East and Africa Artificial Intelligence (AI) in Agriculture Revenue Growth Rate 2019-2030 (US$ Million)

Figure 36. Middle East and Africa Artificial Intelligence (AI) in Agriculture Revenue Market Share by Country (2019-2030)

Figure 37. Middle East and Africa Artificial Intelligence (AI) in Agriculture Revenue Market Share by Type (2019-2024)

Figure 38. Middle East and Africa Artificial Intelligence (AI) in Agriculture Revenue Market Share by Application (2019-2024)

Figure 39. Artificial Intelligence (AI) in Agriculture Supply Chain (Upstream and Downstream Market)

Figure 40. Global Production Market Share of Artificial Intelligence (AI) in Agriculture Raw Materials by Region in 2023

Figure 41. Artificial Intelligence (AI) in Agriculture Distribution Channels

Figure 42. Global Artificial Intelligence (AI) in Agriculture Percentage 2019-2030: Indirect Sales VS Direct Sales

Figure 43. Global Artificial Intelligence (AI) in Agriculture Percentage 2019-2030: Online Sales VS Offline Sales

Figure 44. Bottom-up and Top-down Approaches for This Report

Figure 45. Data Triangulation

Figure 46. Key Executives Interviewed

Figure 47. Global Artificial Intelligence (AI) in Agriculture Percentage 2019-2030: Online Sales VS Offline Sales

Figure 48. Bottom-up and Top-down Approaches for This Report

Figure 49. Data Triangulation

Figure 50. Key Executives Interviewed

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