농업 분석 시장 규모, 점유율 및 성장 분석 : 제공별, 농업 유형별, 농장 규모별, 지역별 - 업계 예측(2026-2033년)

Agriculture Analytics Market size was valued at USD 1.54 Billion in 2024 and is poised to grow from USD 1.74 Billion in 2025 to USD 4.7 Billion by 2033, growing at a CAGR of 13.2% during the forecast period (2026-2033).

The agriculture sector is increasingly leveraging advanced technologies like big data, artificial intelligence, cloud computing, and the Internet of Things to enhance the management and automation of farming processes, including crop and livestock management. This shift is largely a response to the surging global food demand driven by rapid population growth. With arable land becoming scarce due to urbanization, water scarcity, and climate change, there's a notable push towards innovative solutions such as urban and vertical farming to address these challenges. Agriculture analytics solutions are in high demand as they optimize land usage, providing crucial insights into soil conditions, field planning, breeding, and irrigation. This leads to reduced losses and supports the production of high-quality crops.

Top-down and bottom-up approaches were used to estimate and validate the size of the Agriculture Analytics 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.

Agriculture Analytics Market Segments Analysis

Global Agriculture Analytics Market is segmented by Offering, Agriculture Type, Farm Size, Technology, End Users, and region. Based on Offering, the market is segmented into Solutions, Services. Based on Agriculture Type, the market is segmented into Precision Farming, Livestock Farming, Aquaculture Farming, Vertical Farming, and Other Agriculture Type. Based on Farm Size, the market is segmented into Small and Medium-sized Farms, Large Farms. Based on Technology, the market is segmented into Remote Sensing and Satellite Imagery, Geographic Information System, Robotics and Automation, Big Data and Cloud Computing, Visualization and Reporting, Blockchain Technology, and Other Technology. Based on End Users, the market is segmented into Farmers, Agronomists, Agribusinesses, Agricultural Researchers, Government Agencies, Other End Users. Based on region, the market is segmented into North America, Europe, Asia Pacific, Latin America and Middle East & and Africa.

Driver of the Agriculture Analytics Market

The adoption of AI in the agriculture sector faces significant challenges primarily due to the high expenses associated with acquiring precise field data. Farmers often exhibit reluctance to embrace AI technologies for data gathering, as this typically requires substantial initial investments in advanced farming equipment, skilled personnel, and specialized training. To effectively utilize variable rate application technologies, they must invest heavily in GPS systems, drones, and geographic information systems (GIS). Additionally, the costs extend beyond equipment, encompassing expensive data collection methods for accurate geographic information and the necessary training for proper data management. The high price tags attached to drones and autonomous tractors equipped with GPS further hinder widespread adoption.

Restraints in the Agriculture Analytics Market

The high costs associated with obtaining precise field data present a significant obstacle to the adoption of AI in agriculture. Farmers often exhibit reluctance to embrace AI technologies for accurate data collection due to the substantial initial investments required. This encompasses not only funding for advanced farming equipment but also the necessity for skilled operators and well-trained personnel. Furthermore, the integration of satellite and GPS data for variable rate application technologies demands hefty investments in tools like drones and geographic information systems (GIS). Additional expenses arise from costly geographical data collection and the necessary training for effective data management, which can further deter farmers from using AI solutions.

Market Trends of the Agriculture Analytics Market

The Agriculture Analytics market is experiencing a significant trend where IoT devices increasingly play a crucial role in addressing various agricultural challenges related to crop management and livestock health. These devices are utilized for monitoring fertility and optimizing breeding processes, thereby enhancing productivity and profitability for farmers who heavily depend on breeding success. Additionally, the integration of artificial intelligence in data collection and analysis has emerged as a fundamental shift, offering farmers actionable insights and predictive capabilities that can drive informed decision-making. This growing reliance on advanced analytics is set to transform farming practices, fostering more efficient and sustainable agricultural operations.

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
  • Driver & Opportunities
  • Restraints & Challenges
• Porters Analysis & Impact
  • 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
• Technological Advancement
• Regulatory Landscape
• Patent Analysis
• Value Chain Analysis
• Case Study Analysis
• Customer & Buying Criteria Analysis
• PESTEL Analysis
• Market Attractiveness Index

Global Agriculture Analytics Market Size by Offering & CAGR (2026-2033)

• Market Overview
• Solutions
• Services
  • Professional Services
  • Training and Consulting
  • System Integration and Implementation
  • Support and Maintenance
  • Managed Services
  • Farm operation services
  • Data services
  • Analytics Services

Global Agriculture Analytics Market Size by Agriculture Type & CAGR (2026-2033)

• Market Overview
• Precision Farming
• Yield Monitoring
• Field Mapping
• Crop Scouting
• Weather Tracking & Forecasting
• Irrigation Management
• Inventory Management
• Farm Labor Management
• Livestock Farming
• Milk Harvesting
• Breeding Management
• Feeding Management
• Animal Comfort Management
• Others
• Aquaculture Farming
  • Fish Tracking and Fleet Navigation
  • Feeding Management
  • Water Quality Management
  • Quality Control and Traceability
  • Other Aquaculture Farming
• Vertical Farming
• Other Agriculture Type

Global Agriculture Analytics Market Size by Farm Size & CAGR (2026-2033)

• Market Overview
• Small And Medium-sized Farms
• Large Farms

Global Agriculture Analytics Market Size by Technology & CAGR (2026-2033)

• Market Overview
• Remote Sensing and Satellite Imagery
• Geographic Information System
• Robotics and Automation
• Big Data and Cloud Computing
• Visualization and Reporting
• Blockchain Technology
• Other Technology

Global Agriculture Analytics Market Size by End Users & CAGR (2026-2033)

• Market Overview
• Farmers
• Agronomists
• Agribusinesses
• Agricultural Researchers
• Government Agencies
• Other End Users

Global Agriculture Analytics Market Size & CAGR (2026-2033)

• North America, (Offering, Agriculture Type, Farm Size, Technology, End Users)
  • US
  • Canada
• Europe, (Offering, Agriculture Type, Farm Size, Technology, End Users)
  • UK
  • Germany
  • Spain
  • France
  • Italy
  • Rest of Europe
• Asia-Pacific, (Offering, Agriculture Type, Farm Size, Technology, End Users)
  • China
  • India
  • Japan
  • South Korea
  • Rest of Asia Pacific
• Latin America, (Offering, Agriculture Type, Farm Size, Technology, End Users)
  • Brazil
  • Rest of Latin America
• Middle East & Africa, (Offering, Agriculture Type, Farm Size, Technology, End Users)
  • GCC Countries
  • South Africa
  • Rest of Middle East & Africa

Competitive Intelligence

• Top 5 Player Comparison
• Market Positioning of Key Players, 2025
• Strategies Adopted by Key Market Players
• Recent Developments in the Market
• Company Market Share Analysis, 2025
• Company Profiles of All Key Players
  • Company Details
  • Product Portfolio Analysis
  • Company's Segmental Share Analysis
  • Revenue Y-O-Y Comparison (2021-2023)

Key Company Profiles

• IBM
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Deere & Company
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Bayer AG
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• SAP
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Trimble Inc
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Accenture
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Abaco Group
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Delaval
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Oracle
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• DTN
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Farmers Edge
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• SAS Institute
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Iteris
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• PrecisionHawk
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• AgEye Technologies
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Trace Genomics
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• CropX
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Agrivi
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Taranis
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• FBN
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments

Conclusion & Recommendation