자율형 작물 관리 시장 규모, 점유율, 성장 분석 : 컴포넌트별, 작물 유형별, 기술 유형별, 배포 모델별, 용도별, 최종사용자별, 지역별 - 산업 예측(2025-2032년)

Global Autonomous Crop Management Market size was valued at USD 2.4 billion in 2023 and is poised to grow from USD 2.69 billion in 2024 to USD 6.71 billion by 2032, growing at a CAGR of 12.1% during the forecast period (2025-2032).

The autonomous crop management market is experiencing significant growth due to the rising demand for precision agriculture, driven by the integration of AI, machine learning, and IoT technologies. These innovations, including autonomous machinery, drones, and smart sensors, enhance crop yields while optimizing resource efficiency. Real-time data collection enables farmers to adopt efficient practices, reducing labor dependency and promoting sustainable agriculture. Key advancements like autonomous tractors and robotic harvesters ensure precise operations, while subscription-based farming-as-a-service models provide affordable access to cutting-edge automation. Companies like John Deere and Guardian Agriculture are revolutionizing agriculture with fully autonomous equipment and eco-friendly aerial crop management solutions. As investments and partnerships flourish, the sector is poised for rapid innovation, supporting both large-scale and smallholder farmers in achieving sustainable productivity enhancements.

Top-down and bottom-up approaches were used to estimate and validate the size of the Global Autonomous Crop Management market and to estimate the size of various other dependent submarkets. The research methodology used to estimate the market size includes the following details: The key players in the market were identified through secondary research, and their market shares in the respective regions were determined through primary and secondary research. This entire procedure includes the study of the annual and financial reports of the top market players and extensive interviews for key insights from industry leaders such as CEOs, VPs, directors, and marketing executives. All percentage shares split, and breakdowns were determined using secondary sources and verified through Primary sources. All possible parameters that affect the markets covered in this research study have been accounted for, viewed in extensive detail, verified through primary research, and analyzed to get the final quantitative and qualitative data.

Global Autonomous Crop Management Market Segments Analysis

Global Autonomous Crop Management Market is segmented by Component, Crop Type, Technology Type, Deployment Model, Application, End-User and region. Based on Component, the market is segmented into Software and Services. Based on Crop Type, the market is segmented into Row Crops, Field Crops, Horticultural Crops and Others. Based on Technology Type, the market is segmented into Precision Agriculture, Satellite Imagery, Soil and Plant Monitoring and Artificial Intelligence. Based on Deployment Model, the market is segmented into On-Premise and Cloud-Based. Based on Application, the market is segmented into Yield Optimization, Water Management, Pest and Disease Management and Labor Automation. Based on End-User, the market is segmented into Farmers, Agribusinesses and Research Institutions. Based on region, the market is segmented into North America, Europe, Asia Pacific, Latin America and Middle East & Africa.

Driver of the Global Autonomous Crop Management Market

The global market for autonomous crop management is significantly propelled by the growing need for precision agriculture. The integration of AI-powered drones, self-driving tractors, and IoT-enabled monitoring systems enhances operational efficiency and reduces costs, leading to more efficient resource utilization. In light of increasing worries about food security and the sustainability of farming practices, there has been a swift adoption of autonomous technologies among farmers, enabling them to achieve greater productivity levels. As these innovative solutions continue to evolve, they play a crucial role in addressing the challenges faced in modern agriculture and meet the rising global food demands.

Restraints in the Global Autonomous Crop Management Market

The Global Autonomous Crop Management market faces significant challenges due to the limited technical expertise among farmers and agribusinesses, which obstructs the large-scale adoption of these innovative solutions. Implementing AI-driven tools, IoT sensors, and robotics demands a level of sophistication and knowledge that is often lacking in rural farming communities. This gap in technical skills is exacerbated by the absence of well-structured training programs and digital literacy initiatives, resulting in slow integration of autonomous crop management technologies. Consequently, fostering adequate education and resources is essential for enhancing the capabilities of farmers and accelerating market growth.

Market Trends of the Global Autonomous Crop Management Market

The global autonomous crop management market is experiencing substantial growth, propelled by the expansion of AI and machine learning technologies in precision farming. These advancements enable farmers to achieve real-time monitoring and predictive analytics, which significantly improve decision-making processes for irrigation, pest control, and yield optimization. As a result, the agriculture sector is witnessing a shift towards more efficient, cost-effective, and sustainable practices that enhance productivity on a large scale. Ongoing investments in research and development further drive innovation, making AI-driven solutions increasingly accessible to farmers worldwide, thereby solidifying the trend towards smarter farming methodologies and sustainable agricultural practices.

Table of Contents

Introduction

• Objectives of the Study
• Scope of the Report
• Definitions

Research Methodology

• Information Procurement
• Secondary & Primary Data Methods
• Market Size Estimation
• Market Assumptions & Limitations

Executive Summary

• Global Market Outlook
• Supply & Demand Trend Analysis
• Segmental Opportunity Analysis

Market Dynamics & Outlook

• Market Overview
• Market Size
• Market Dynamics
  • Drivers & Opportunities
  • Restraints & Challenges
• Porters Analysis
  • Competitive rivalry
  • Threat of substitute
  • Bargaining power of buyers
  • Threat of new entrants
  • Bargaining power of suppliers

Key Market Insights

• Key Success Factors
• Degree of Competition
• Top Investment Pockets
• Market Ecosystem
• Market Attractiveness Index, 2024
• PESTEL Analysis
• Macro-Economic Indicators
• Value Chain Analysis
• Pricing Analysis
• Regulatory Landscape
• Case Studies
• Technological Advancement

Global Autonomous Crop Management Market Size by Component & CAGR (2025-2032)

• Market Overview
• Software
• Services
  • Professional Services
  • Managed Services

Global Autonomous Crop Management Market Size by Crop Type & CAGR (2025-2032)

• Market Overview
• Row Crops
• Field Crops
• Horticultural Crops
• Others

Global Autonomous Crop Management Market Size by Technology Type & CAGR (2025-2032)

• Market Overview
• Precision Agriculture
• Satellite Imagery
• Soil and Plant Monitoring
• Artificial Intelligence

Global Autonomous Crop Management Market Size by Deployment Model & CAGR (2025-2032)

• Market Overview
• On-Premise
• Cloud-Based

Global Autonomous Crop Management Market Size by Application & CAGR (2025-2032)

• Market Overview
• Yield Optimization
• Water Management
• Pest and Disease Management
• Labor Automation

Global Autonomous Crop Management Market Size by End-User & CAGR (2025-2032)

• Market Overview
• Farmers
• Agribusinesses
• Research Institutions

Global Autonomous Crop Management Market Size & CAGR (2025-2032)

• North America (Component, Crop Type, Technology Type, Deployment Model, Application, End-User)
  • US
  • Canada
• Europe (Component, Crop Type, Technology Type, Deployment Model, Application, End-User)
  • Germany
  • Spain
  • France
  • UK
  • Italy
  • Rest of Europe
• Asia Pacific (Component, Crop Type, Technology Type, Deployment Model, Application, End-User)
  • China
  • India
  • Japan
  • South Korea
  • Rest of Asia-Pacific
• Latin America (Component, Crop Type, Technology Type, Deployment Model, Application, End-User)
  • Brazil
  • Rest of Latin America
• Middle East & Africa (Component, Crop Type, Technology Type, Deployment Model, Application, End-User)
  • GCC Countries
  • South Africa
  • Rest of Middle East & Africa

Competitive Intelligence

• Top 5 Player Comparison
• Market Positioning of Key Players, 2024
• Strategies Adopted by Key Market Players
• Recent Developments in the Market
• Company Market Share Analysis, 2024
• Company Profiles of All Key Players
  • Company Details
  • Product Portfolio Analysis
  • Company's Segmental Share Analysis
  • Revenue Y-O-Y Comparison (2022-2024)

Key Company Profiles

• John Deere (United States)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• CNH Industrial (United Kingdom)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• AGCO Corporation (United States)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Kubota Corporation (Japan)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• CLAAS (Germany)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Yanmar Holdings Co., Ltd. (Japan)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Mahindra & Mahindra Ltd. (India)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Trimble Inc. (United States)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Raven Industries (United States)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Topcon Positioning Systems (United States)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Hexagon Agriculture (Sweden)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Deere & Company (United States)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Ag Leader Technology (United States)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• DICKEY-john Corporation (United States)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• TeeJet Technologies (United States)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Lindsay Corporation (United States)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Valmont Industries (United States)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Netafim (Israel) (Owned by Orbia)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Syngenta (Switzerland) (Owned by Sinochem)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Solinftec (Brazil)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments

Conclusion & Recommendations