1 Preface
2 Scope and Methodology
2.1 Objectives of the Study
2.2 Stakeholders
2.3 Data Sources
2.3.1 Primary Sources
2.3.2 Secondary Sources
2.4 Market Estimation
2.4.1 Bottom-Up Approach
2.4.2 Top-Down Approach
2.5 Forecasting Methodology
3 Executive Summary
4 Introduction
4.1 Overview
4.2 Key Industry Trends
5 Global AI in Agriculture Market
5.1 Market Overview
5.2 Market Performance
5.3 Impact of COVID-19
5.4 Market Forecast
6 Market Breakup by Offering
6.1 Software
6.1.1 Market Trends
6.1.2 Market Forecast
6.2 Hardware
6.2.1 Market Trends
6.2.2 Market Forecast
6.3 AI-as-a-Service
6.3.1 Market Trends
6.3.2 Market Forecast
6.4 Services
6.4.1 Market Trends
6.4.2 Market Forecast
7 Market Breakup by Technology
7.1 Machine Learning
7.1.1 Market Trends
7.1.2 Market Forecast
7.2 Computer Vision
7.2.1 Market Trends
7.2.2 Market Forecast
7.3 Predictive Analytics
7.3.1 Market Trends
7.3.2 Market Forecast
8 Market Breakup by Application
8.1 Precision Farming
8.1.1 Market Trends
8.1.2 Market Forecast
8.2 Agriculture Robots
8.2.1 Market Trends
8.2.2 Market Forecast
8.3 Livestock Monitoring
8.3.1 Market Trends
8.3.2 Market Forecast
8.4 Drone Analytics
8.4.1 Market Trends
8.4.2 Market Forecast
8.5 Labor Management
8.5.1 Market Trends
8.5.2 Market Forecast
8.6 Others
8.6.1 Market Trends
8.6.2 Market Forecast
9 Market Breakup by Region
9.1 North America
9.1.1 United States
9.1.1.1 Market Trends
9.1.1.2 Market Forecast
9.1.2 Canada
9.1.2.1 Market Trends
9.1.2.2 Market Forecast
9.2 Asia-Pacific
9.2.1 China
9.2.1.1 Market Trends
9.2.1.2 Market Forecast
9.2.2 Japan
9.2.2.1 Market Trends
9.2.2.2 Market Forecast
9.2.3 India
9.2.3.1 Market Trends
9.2.3.2 Market Forecast
9.2.4 South Korea
9.2.4.1 Market Trends
9.2.4.2 Market Forecast
9.2.5 Australia
9.2.5.1 Market Trends
9.2.5.2 Market Forecast
9.2.6 Indonesia
9.2.6.1 Market Trends
9.2.6.2 Market Forecast
9.2.7 Others
9.2.7.1 Market Trends
9.2.7.2 Market Forecast
9.3 Europe
9.3.1 Germany
9.3.1.1 Market Trends
9.3.1.2 Market Forecast
9.3.2 France
9.3.2.1 Market Trends
9.3.2.2 Market Forecast
9.3.3 United Kingdom
9.3.3.1 Market Trends
9.3.3.2 Market Forecast
9.3.4 Italy
9.3.4.1 Market Trends
9.3.4.2 Market Forecast
9.3.5 Spain
9.3.5.1 Market Trends
9.3.5.2 Market Forecast
9.3.6 Russia
9.3.6.1 Market Trends
9.3.6.2 Market Forecast
9.3.7 Others
9.3.7.1 Market Trends
9.3.7.2 Market Forecast
9.4 Latin America
9.4.1 Brazil
9.4.1.1 Market Trends
9.4.1.2 Market Forecast
9.4.2 Mexico
9.4.2.1 Market Trends
9.4.2.2 Market Forecast
9.4.3 Others
9.4.3.1 Market Trends
9.4.3.2 Market Forecast
9.5 Middle East and Africa
9.5.1 Market Trends
9.5.2 Market Breakup by Country
9.5.3 Market Forecast
10 SWOT Analysis
10.1 Overview
10.2 Strengths
10.3 Weaknesses
10.4 Opportunities
10.5 Threats
11 Value Chain Analysis
12 Porters Five Forces Analysis
12.1 Overview
12.2 Bargaining Power of Buyers
12.3 Bargaining Power of Suppliers
12.4 Degree of Competition
12.5 Threat of New Entrants
12.6 Threat of Substitutes
13 Price Analysis
14 Competitive Landscape
14.1 Market Structure
14.2 Key Players
14.3 Profiles of Key Players
14.3.1 A.A.A Taranis Visual Ltd.
14.3.1.1 Company Overview
14.3.1.2 Product Portfolio
14.3.2 Ag Leader Technology
14.3.2.1 Company Overview
14.3.2.2 Product Portfolio
14.3.3 AgEagle Aerial Systems Inc.
14.3.3.1 Company Overview
14.3.3.2 Product Portfolio
14.3.3.3 Financials
14.3.4 Bayer AG
14.3.4.1 Company Overview
14.3.4.2 Product Portfolio
14.3.4.3 Financials
14.3.4.4 SWOT Analysis
14.3.5 Deere & Company
14.3.5.1 Company Overview
14.3.5.2 Product Portfolio
14.3.5.3 Financials
14.3.5.4 SWOT Analysis
14.3.6 Gamaya
14.3.6.1 Company Overview
14.3.6.2 Product Portfolio
14.3.7 Granular Inc. (DuPont de Nemours, Inc.)
14.3.7.1 Company Overview
14.3.7.2 Product Portfolio
14.3.8 International Business Machines Corporation
14.3.8.1 Company Overview
14.3.8.2 Product Portfolio
14.3.8.3 Financials
14.3.8.4 SWOT Analysis
14.3.9 Raven Industries Inc.
14.3.9.1 Company Overview
14.3.9.2 Product Portfolio
14.3.10 Trimble Inc.
14.3.10.1 Company Overview
14.3.10.2 Product Portfolio
14.3.10.3 Financials
14.3.10.4 SWOT Analysis
14.3.11 Oracle Corporation
14.3.11.1 Company Overview
14.3.11.2 Product Portfolio
14.3.11.3 Financials
14.3.11.4 SWOT Analysis
14.3.12 Wipro Limited
14.3.12.1 Company Overview
14.3.12.2 Product Portfolio
14.3.12.3 Financials
Kindly, note that this only represents a partial list of companies, and the complete list has been provided in the report
List of Figures
Figure 1: Global: AI in Agriculture Market: Major Drivers and Challenges
Figure 2: Global: AI in Agriculture Market: Sales Value (in Billion USD), 2019-2024
Figure 3: Global: AI in Agriculture Market Forecast: Sales Value (in Billion USD), 2025-2033
Figure 4: Global: AI in Agriculture Market: Breakup by Offering (in %), 2024
Figure 5: Global: AI in Agriculture Market: Breakup by Technology (in %), 2024
Figure 6: Global: AI in Agriculture Market: Breakup by Application (in %), 2024
Figure 7: Global: AI in Agriculture Market: Breakup by Region (in %), 2024
Figure 8: Global: AI in Agriculture (Software) Market: Sales Value (in Million USD), 2019 & 2024
Figure 9: Global: AI in Agriculture (Software) Market Forecast: Sales Value (in Million USD), 2025-2033
Figure 10: Global: AI in Agriculture (Hardware) Market: Sales Value (in Million USD), 2019 & 2024
Figure 11: Global: AI in Agriculture (Hardware) Market Forecast: Sales Value (in Million USD), 2025-2033
Figure 12: Global: AI in Agriculture (AI-as-a-Service) Market: Sales Value (in Million USD), 2019 & 2024
Figure 13: Global: AI in Agriculture (AI-as-a-Service) Market Forecast: Sales Value (in Million USD), 2025-2033
Figure 14: Global: AI in Agriculture (Services) Market: Sales Value (in Million USD), 2019 & 2024
Figure 15: Global: AI in Agriculture (Services) Market Forecast: Sales Value (in Million USD), 2025-2033
Figure 16: Global: AI in Agriculture (Machine Learning) Market: Sales Value (in Million USD), 2019 & 2024
Figure 17: Global: AI in Agriculture (Machine Learning) Market Forecast: Sales Value (in Million USD), 2025-2033
Figure 18: Global: AI in Agriculture (Computer Vision) Market: Sales Value (in Million USD), 2019 & 2024
Figure 19: Global: AI in Agriculture (Computer Vision) Market Forecast: Sales Value (in Million USD), 2025-2033
Figure 20: Global: AI in Agriculture (Predictive Analytics) Market: Sales Value (in Million USD), 2019 & 2024
Figure 21: Global: AI in Agriculture (Predictive Analytics) Market Forecast: Sales Value (in Million USD), 2025-2033
Figure 22: Global: AI in Agriculture (Precision Farming) Market: Sales Value (in Million USD), 2019 & 2024
Figure 23: Global: AI in Agriculture (Precision Farming) Market Forecast: Sales Value (in Million USD), 2025-2033
Figure 24: Global: AI in Agriculture (Agriculture Robots) Market: Sales Value (in Million USD), 2019 & 2024
Figure 25: Global: AI in Agriculture (Agriculture Robots) Market Forecast: Sales Value (in Million USD), 2025-2033
Figure 26: Global: AI in Agriculture (Livestock Monitoring) Market: Sales Value (in Million USD), 2019 & 2024
Figure 27: Global: AI in Agriculture (Livestock Monitoring) Market Forecast: Sales Value (in Million USD), 2025-2033
Figure 28: Global: AI in Agriculture (Drone Analytics) Market: Sales Value (in Million USD), 2019 & 2024
Figure 29: Global: AI in Agriculture (Drone Analytics) Market Forecast: Sales Value (in Million USD), 2025-2033
Figure 30: Global: AI in Agriculture (Labor Management) Market: Sales Value (in Million USD), 2019 & 2024
Figure 31: Global: AI in Agriculture (Labor Management) Market Forecast: Sales Value (in Million USD), 2025-2033
Figure 32: Global: AI in Agriculture (Other Applications) Market: Sales Value (in Million USD), 2019 & 2024
Figure 33: Global: AI in Agriculture (Other Applications) Market Forecast: Sales Value (in Million USD), 2025-2033
Figure 34: North America: AI in Agriculture Market: Sales Value (in Million USD), 2019 & 2024
Figure 35: North America: AI in Agriculture Market Forecast: Sales Value (in Million USD), 2025-2033
Figure 36: United States: AI in Agriculture Market: Sales Value (in Million USD), 2019 & 2024
Figure 37: United States: AI in Agriculture Market Forecast: Sales Value (in Million USD), 2025-2033
Figure 38: Canada: AI in Agriculture Market: Sales Value (in Million USD), 2019 & 2024
Figure 39: Canada: AI in Agriculture Market Forecast: Sales Value (in Million USD), 2025-2033
Figure 40: Asia-Pacific: AI in Agriculture Market: Sales Value (in Million USD), 2019 & 2024
Figure 41: Asia-Pacific: AI in Agriculture Market Forecast: Sales Value (in Million USD), 2025-2033
Figure 42: China: AI in Agriculture Market: Sales Value (in Million USD), 2019 & 2024
Figure 43: China: AI in Agriculture Market Forecast: Sales Value (in Million USD), 2025-2033
Figure 44: Japan: AI in Agriculture Market: Sales Value (in Million USD), 2019 & 2024
Figure 45: Japan: AI in Agriculture Market Forecast: Sales Value (in Million USD), 2025-2033
Figure 46: India: AI in Agriculture Market: Sales Value (in Million USD), 2019 & 2024
Figure 47: India: AI in Agriculture Market Forecast: Sales Value (in Million USD), 2025-2033
Figure 48: South Korea: AI in Agriculture Market: Sales Value (in Million USD), 2019 & 2024
Figure 49: South Korea: AI in Agriculture Market Forecast: Sales Value (in Million USD), 2025-2033
Figure 50: Australia: AI in Agriculture Market: Sales Value (in Million USD), 2019 & 2024
Figure 51: Australia: AI in Agriculture Market Forecast: Sales Value (in Million USD), 2025-2033
Figure 52: Indonesia: AI in Agriculture Market: Sales Value (in Million USD), 2019 & 2024
Figure 53: Indonesia: AI in Agriculture Market Forecast: Sales Value (in Million USD), 2025-2033
Figure 54: Others: AI in Agriculture Market: Sales Value (in Million USD), 2019 & 2024
Figure 55: Others: AI in Agriculture Market Forecast: Sales Value (in Million USD), 2025-2033
Figure 56: Europe: AI in Agriculture Market: Sales Value (in Million USD), 2019 & 2024
Figure 57: Europe: AI in Agriculture Market Forecast: Sales Value (in Million USD), 2025-2033
Figure 58: Germany: AI in Agriculture Market: Sales Value (in Million USD), 2019 & 2024
Figure 59: Germany: AI in Agriculture Market Forecast: Sales Value (in Million USD), 2025-2033
Figure 60: France: AI in Agriculture Market: Sales Value (in Million USD), 2019 & 2024
Figure 61: France: AI in Agriculture Market Forecast: Sales Value (in Million USD), 2025-2033
Figure 62: United Kingdom: AI in Agriculture Market: Sales Value (in Million USD), 2019 & 2024
Figure 63: United Kingdom: AI in Agriculture Market Forecast: Sales Value (in Million USD), 2025-2033
Figure 64: Italy: AI in Agriculture Market: Sales Value (in Million USD), 2019 & 2024
Figure 65: Italy: AI in Agriculture Market Forecast: Sales Value (in Million USD), 2025-2033
Figure 66: Spain: AI in Agriculture Market: Sales Value (in Million USD), 2019 & 2024
Figure 67: Spain: AI in Agriculture Market Forecast: Sales Value (in Million USD), 2025-2033
Figure 68: Russia: AI in Agriculture Market: Sales Value (in Million USD), 2019 & 2024
Figure 69: Russia: AI in Agriculture Market Forecast: Sales Value (in Million USD), 2025-2033
Figure 70: Others: AI in Agriculture Market: Sales Value (in Million USD), 2019 & 2024
Figure 71: Others: AI in Agriculture Market Forecast: Sales Value (in Million USD), 2025-2033
Figure 72: Latin America: AI in Agriculture Market: Sales Value (in Million USD), 2019 & 2024
Figure 73: Latin America: AI in Agriculture Market Forecast: Sales Value (in Million USD), 2025-2033
Figure 74: Brazil: AI in Agriculture Market: Sales Value (in Million USD), 2019 & 2024
Figure 75: Brazil: AI in Agriculture Market Forecast: Sales Value (in Million USD), 2025-2033
Figure 76: Mexico: AI in Agriculture Market: Sales Value (in Million USD), 2019 & 2024
Figure 77: Mexico: AI in Agriculture Market Forecast: Sales Value (in Million USD), 2025-2033
Figure 78: Others: AI in Agriculture Market: Sales Value (in Million USD), 2019 & 2024
Figure 79: Others: AI in Agriculture Market Forecast: Sales Value (in Million USD), 2025-2033
Figure 80: Middle East and Africa: AI in Agriculture Market: Sales Value (in Million USD), 2019 & 2024
Figure 81: Middle East and Africa: AI in Agriculture Market: Breakup by Country (in %), 2024
Figure 82: Middle East and Africa: AI in Agriculture Market Forecast: Sales Value (in Million USD), 2025-2033
Figure 83: Global: AI in Agriculture Industry: SWOT Analysis
Figure 84: Global: AI in Agriculture Industry: Value Chain Analysis
Figure 85: Global: AI in Agriculture Industry: Porter's Five Forces Analysis
List of Tables
Table 1: Global: AI in Agriculture Market: Key Industry Highlights, 2024 & 2033
Table 2: Global: AI in Agriculture Market Forecast: Breakup by Offering (in Million USD), 2025-2033
Table 3: Global: AI in Agriculture Market Forecast: Breakup by Technology (in Million USD), 2025-2033
Table 4: Global: AI in Agriculture Market Forecast: Breakup by Application (in Million USD), 2025-2033
Table 5: Global: AI in Agriculture Market Forecast: Breakup by Region (in Million USD), 2025-2033
Table 6: Global: AI in Agriculture Market: Competitive Structure
Table 7: Global: AI in Agriculture Market: Key Players