Table of Contents

1. Methodology and Scope

1.1. Market Segmentation and Scope
1.2. Market Definitions
1.3. Research Methodology
1.3.1. Information Procurement
1.3.2. Information or Data Analysis
1.3.3. Market Formulation & Data Visualization
1.3.4. Data Validation & Publishing
1.4. Research Scope and Assumptions
1.4.1. List of Data Sources

2. Executive Summary

2.1. Market Outlook
2.2. Segment Outlook
2.3. Competitive Insights

3. Artificial Intelligence in Agriculture Market Variables, Trends, & Scope

3.1. Market Introduction/Lineage Outlook
3.2. Market Size and Growth Prospects (USD Million)
3.3. Market Dynamics
3.3.1. Market Drivers Analysis
3.3.2. Market Restraints Analysis
3.4. Artificial Intelligence in Agriculture Market Analysis Tools
3.4.1. Porter’s Analysis
3.4.1.1. Bargaining power of the suppliers
3.4.1.2. Bargaining power of the buyers
3.4.1.3. Threats of substitution
3.4.1.4. Threats from new entrants
3.4.1.5. Competitive rivalry
3.4.2. PESTEL Analysis
3.4.2.1. Political Landscape
3.4.2.2. Economic and Social Landscape
3.4.2.3. Technological Landscape
3.4.2.4. Environmental Landscape
3.4.2.5. Legal Landscape

4. Artificial Intelligence in Agriculture Market: Component Estimates & Trend Analysis

4.1. Segment Dashboard
4.2. Artificial Intelligence in Agriculture Market: Component Movement Analysis, USD Million, 2023 & 2030
4.3. Hardware
4.3.1. Hardware Market Revenue Estimates and Forecasts, 2025 - 2033 (USD Million)
4.4. Software
4.4.1. Software Market Revenue Estimates and Forecasts, 2025 - 2033 (USD Million)
4.5. Service
4.5.1. Service Market Revenue Estimates and Forecasts, 2025 - 2033 (USD Million)

5. Artificial Intelligence in Agriculture Market: Applications Estimates & Trend Analysis

5.1. Agriculture Robots
5.2. Artificial Intelligence in Agriculture Market: Applications Movement Analysis, USD Million, 2023 & 2030
5.3. Drone Analytics
5.3.1. Machine Learning & Deep Learning Market Revenue Estimates and Forecasts, 2025 - 2033 (USD Million)
5.4. Livestock Monitoring
5.4.1. Predictive Analytics Market Revenue Estimates and Forecasts, 2025 - 2033 (USD Million)
5.5. Precision Farming
5.5.1. Computer Vision Market Revenue Estimates and Forecasts, 2025 - 2033 (USD Million)

6. Artificial Intelligence in Agriculture Market: Components Estimates & Trend Analysis

6.1. Service
6.2. Artificial Intelligence in Agriculture Market: Components Movement Analysis, USD Million, 2023 & 2030
6.3. Hardware
6.3.1. Precision Farming Market Revenue Estimates and Forecasts, 2025 - 2033 (USD Million)
6.4. Software
6.4.1. Drone Analytics Market Revenue Estimates and Forecasts, 2025 - 2033 (USD Million)

7. Artificial Intelligence in Agriculture Market: Technology Estimates & Trend Analysis

7.1. Computer Vision
7.2. Artificial Intelligence in Agriculture Market: Technology Movement Analysis, USD Million, 2023 & 2030
7.3. Machine Learning & Deep Learning
7.3.1. Precision Farming Market Revenue Estimates and Forecasts, 2025 - 2033 (USD Million)
7.4. Predictive Analytics
7.4.1. Drone Analytics Market Revenue Estimates and Forecasts, 2025 - 2033 (USD Million)

8. Artificial Intelligence in Agriculture Market: Regional Estimates & Trend Analysis

8.1. Artificial Intelligence in Agriculture Market Share, By Region, 2023 & 2030, USD Million
8.2. North America
8.2.1. North America Artificial Intelligence in Agriculture Market Estimates and Forecasts, 2025 - 2033 (USD Million)
8.2.2. U.S.
8.2.2.1. U.S. Artificial Intelligence in Agriculture Market Estimates and Forecasts, 2025 - 2033 (USD Million)
8.2.3. Canada
8.2.3.1. Canada Artificial Intelligence in Agriculture Market Estimates and Forecasts, 2025 - 2033 (USD Million)
8.2.4. Mexico
8.2.4.1. Mexico Artificial Intelligence in Agriculture Market Estimates and Forecasts, 2025 - 2033 (USD Million)
8.3. Europe
8.3.1. Europe Artificial Intelligence in Agriculture Market Estimates and Forecasts, 2025 - 2033 (USD Million)
8.3.2. UK
8.3.2.1. UK Artificial Intelligence in Agriculture Market Estimates and Forecasts, 2025 - 2033 (USD Million)
8.3.3. Germany
8.3.3.1. Germany Artificial Intelligence in Agriculture Market Estimates and Forecasts, 2025 - 2033 (USD Million)
8.3.4. France
8.3.4.1. France Artificial Intelligence in Agriculture Market Estimates and Forecasts, 2025 - 2033 (USD Million)
8.4. Asia Pacific
8.4.1. Asia Pacific Artificial Intelligence in Agriculture Market Estimates and Forecasts, 2025 - 2033 (USD Million)
8.4.2. Japan
8.4.2.1. Japan Artificial Intelligence in Agriculture Market Estimates and Forecasts, 2025 - 2033 (USD Million)
8.4.3. China
8.4.3.1. China Artificial Intelligence in Agriculture Market Estimates and Forecasts, 2025 - 2033 (USD Million)
8.4.4. India
8.4.4.1. India Artificial Intelligence in Agriculture Market Estimates and Forecasts, 2025 - 2033 (USD Million)
8.4.5. Australia
8.4.5.1. Australia Artificial Intelligence in Agriculture Market Estimates and Forecasts, 2025 - 2033 (USD Million)
8.4.6. South Korea
8.4.6.1. South Korea Artificial Intelligence in Agriculture Market Estimates and Forecasts, 2025 - 2033 (USD Million)
8.5. Latin America
8.5.1. Latin America Artificial Intelligence in Agriculture Market Estimates and Forecasts, 2025 - 2033 (USD Million)
8.5.2. Brazil
8.5.2.1. Brazil Artificial Intelligence in Agriculture Market Estimates and Forecasts, 2025 - 2033 (USD Million)
8.6. Middle East and Africa
8.6.1. Middle East and Africa Artificial Intelligence in Agriculture Market Estimates and Forecasts, 2025 - 2033 (USD Million)
8.6.2. South Africa
8.6.2.1. South Africa Artificial Intelligence in Agriculture Market Estimates and Forecasts, 2025 - 2033 (USD Million)
8.6.3. Saudi Arabia
8.6.3.1. Saudi Arabia Artificial Intelligence in Agriculture Market Estimates and Forecasts, 2025 - 2033 (USD Million)
8.6.4. UAE
8.6.4.1. UAE Artificial Intelligence in Agriculture Market Estimates and Forecasts, 2025 - 2033 (USD Million)

9. Competitive Landscape

9.1. Recent Developments & Impact Analysis by Key Market Participants
9.2. Company Categorization
9.3. Company Heat Map Analysis
9.4. Company Profiles
9.4.1. Microsoft Corp.
9.4.1.1. Participant’s Overview
9.4.1.2. Financial Performance
9.4.1.3. Product Benchmarking
9.4.1.4. Recent Developments/ Strategic Initiatives
9.4.2. AgEagle Aerial Systems Inc.
9.4.2.1. Participant’s Overview
9.4.2.2. Financial Performance
9.4.2.3. Product Benchmarking
.4.2.4. Recent Developments/ Strategic Initiatives
9.4.3. Granular, Inc.
9.4.3.1. Participant’s Overview
9.4.3.2. Financial Performance
9.4.3.3. Product Benchmarking
9.4.3.4. Recent Developments/ Strategic Initiatives
9.4.4. Prospera Technologies
9.4.4.1. Participant’s Overview
9.4.4.2. Financial Performance
9.4.4.3. Product Benchmarking
9.4.4.4. Recent Developments/ Strategic Initiatives
9.4.5. aWhere Inc.
9.4.5.1. Participant’s Overview
9.4.5.2. Financial Performance
9.4.5.3. Product Benchmarking
9.4.5.4. Recent Developments/ Strategic Initiatives
9.4.6. ec2ce
9.4.6.1. Participant’s Overview
9.4.6.2. Financial Performance
9.4.6.3. Product Benchmarking
9.4.6.4. Recent Developments/ Strategic Initiatives
9.4.8. VineView
9.4.8.1. Participant’s Overview
9.4.8.2. Financial Performance
9.4.8.3. Product Benchmarking
9.4.8.4. Recent Developments/ Strategic Initiatives
9.4.8. IBM Corp.
9.4.8.1. Participant’s Overview
9.4.8.2. Financial Performance
9.4.8.3. Product Benchmarking
9.4.8.4. Recent Developments/ Strategic Initiatives
9.4.9. Deere & Company
9.4.9.1. Participant’s Overview
9.4.9.2. Financial Performance
9.4.9.3. Product Benchmarking
9.4.9.4. Recent Developments/ Strategic Initiatives
9.4.10. The Climate Corp
9.4.10.1. Participant’s Overview
9.4.10.2. Financial Performance
9.4.10.3. Product Benchmarking
9.4.10.4. Recent Developments/ Strategic Initiatives
9.4.11. Descartes Labs, Inc.
9.4.11.1. Participant’s Overview
9.4.11.2. Financial Performance
9.4.11.3. Product Benchmarking
9.4.11.4. Recent Developments/ Strategic Initiatives
9.4.12. Taranis
9.4.12.1. Participant’s Overview
9.4.12.2. Financial Performance
9.4.12.3. Product Benchmarking
9.4.12.4. Recent Developments/ Strategic Initiatives
9.4.13. GAMAYA
9.4.13.1. Participant’s Overview
9.4.13.2. Financial Performance
9.4.13.3. Product Benchmarking
9.4.13.4. Recent Developments/ Strategic Initiatives
9.4.14. Tule Technologies Inc
9.4.14.1. Participant’s Overview
9.4.14.2. Financial Performance
9.4.14.3. Product Benchmarking
9.4.14.4. Recent Developments/ Strategic Initiatives
9.4.15. PrecisionHawk
9.4.15.1. Participant’s Overview
9.4.15.2. Financial Performance
9.4.15.3. Product Benchmarking
9.4.15.4. Recent Developments/ Strategic Initiatives
9.4.16. Others
9.4.16.1. Participant’s Overview
9.4.16.2. Financial Performance
9.4.16.3. Product Benchmarking
9.4.16.4. Recent Developments/ Strategic Initiatives