농업 AI 시장 : 기술별, 제품별, 용도별, 국가별, 지역별 - 산업 분석, 시장 규모, 시장 점유율, 예측(2024-2032년)

REPORT HIGHLIGHT

AI in Agriculture Market size was valued at USD 1,790.21 million in 2023, expanding at a CAGR of 17.10% from 2024 to 2032.

AI is transforming the agricultural industry by improving efficiency, productivity, and sustainability. The sector is progressively embracing AI solutions to improve the quality of crops, control pests, monitor soil and environmental conditions, simplify data management for farmers, reduce their workload, and enhance various agricultural processes throughout the entire food production cycle. The advancements in Agricultural AI have resulted in the creation of applications and tools that assist farmers in implementing accurate and regulated farming practices. These tools provide valuable guidance on water usage, crop rotation, timely harvesting, crop selection, optimal planting methods, pest management, and nutritional control.

AI in Agriculture Market- Market Dynamics

Increased use of unmanned aerial vehicles (UAVs) and Demand For advanced agricultural solutions are expected to drive the growth of the market

UAVs equipped with various types of sensors such as multispectral, hyperspectral, or thermal sensors play a crucial role in capturing detailed images that are instrumental in monitoring the health of crops, identifying diseases, and evaluating the growth stages of plants. According to Drone Usage Statistics, the global market for agricultural drones is projected to reach a value of USD 380 million by 2023. The US Department of Defense (DoD) estimates that there are currently over 11,000 unmanned aerial systems (UAS) being utilized by the Pentagon for both domestic training events and overseas contingency missions. As the global population continues to grow, there is an urgent need to enhance agricultural productivity to ensure food security. Advanced AI solutions have emerged as a valuable tool in optimizing farming practices and increasing yields. These technologies offer significant advantages in terms of efficiency, productivity, and sustainability, making AI a transformative force in modern agriculture. Additionally, the increasing focus on sustainability and resource management presents potential growth opportunities for the market. However, the high initial investment required may pose a challenge to the growth of the market.

AI in Agriculture Market- Key Insights

As per the analysis shared by our research analyst, the global market is estimated to grow annually at a CAGR of around 17.10% over the forecast period (2024-2032)

Based on Technology segmentation, Machine Learning was predicted to show maximum market share in the year 2023

Based on Offering segmentation, Software was the leading type in 2023

Based on Application segmentation, Precision Farming was the leading type in 2023

Based on region, North America was the leading revenue generator in 2023

AI in Agriculture Market- Segmentation Analysis:

The Global AI in Agriculture Market is segmented based on Technology, Offering, Application, and Region.

The market is categorized into three sections according to Technology: Machine Learning, Computer Vision, and Predictive Analytics. Machine Learning holds the largest share of the market. By analyzing soil moisture data, weather forecasts, and crop requirements, machine learning effectively optimizes water usage, ensuring that crops receive the appropriate amount of water at a precise time.

The market is divided into four categories based on Offering: Hardware, Software, AI-as-a-Service, and Service. The software segment dominates the market. The AI in the agriculture market is increasingly driven by advanced software solutions that integrate machine learning, data analytics, and automation. These software applications are designed to optimize various agricultural processes, improving efficiency, productivity, and sustainability.

The market is divided into five categories based on Application: Precision Farming, Agriculture Robots, Livestock Monitoring, Drone Analytics, Labor Management, and Others. Precision Farming dominates the market. Precision farming, also known as precision agriculture, leverages AI, machine learning, and data analytics to optimize field-level management concerning crop farming.

AI in Agriculture Market- Geographical Insights

Geographically, this market spans North America, Latin America, Europe, Asia Pacific, and the Middle East and Africa. These regions are further segmented by countries contributing to business activities. North America leads the market, driven by the increasing demand for precision farming techniques and the presence of advanced infrastructure. The region benefits from a strong technological foundation, such as high-speed internet connectivity and widespread use of digital farming technologies. As per the Agricultural Resource Management Survey (ARMS), 72% of cornfields and 70% of wheat fields utilize precision agriculture technologies. Precision agriculture is extensively used in countries like the United Kingdom, the United States, Denmark, and the United Kingdom, covering around 90% of wheat, barley, oilseed rape, grass seed, and peas. Europe follows as the second largest region for market growth, attributed to the growing adoption of IoT.

AI in Agriculture Market- Competitive Landscape:

The competitive landscape of the AI in agriculture market is intense, as multiple companies strive to introduce cutting-edge technologies and secure a larger market share. The competition is fueled by the goal of enhancing agricultural productivity, sustainability, and profitability. Ongoing advancements in AI, machine learning, IoT, and sensor technologies are essential. Businesses are making significant investments in research and development to maintain a competitive edge. Those companies that can quickly innovate, establish strategic collaborations, and provide user-friendly solutions are poised to dominate the market.

Recent Developments:

AGCO, a renowned company in the agricultural machinery and precision ag technology sector, has recently partnered with BASF Digital Farming, Robert Bosch GmbH, and Raven Industries Inc. The purpose of this collaboration is to conduct a proof of concept (PoC) study. The study aims to assess the effectiveness and efficiency of targeted spraying technology in the application of crop protection products. By reducing crop input costs and promoting farm and sustainability, this technology has the potential to revolutionize the agricultural industry.

SCOPE OF THE REPORT

The scope of this report covers the market by its major segments, which include as follows:

GLOBAL AI IN AGRICULTURE MARKET KEY PLAYERS- DETAILED COMPETITIVE INSIGHTS

Raven Industries Inc.

Farmers Edge Inc.

Deere & Company

A.A Taranis Visual Ltd.

Gamaya SA

AGCO Corporation

Bayer AG

IBM Corporation

Ag Leader Technology

Trimble Inc.

Others

GLOBAL AI IN AGRICULTURE MARKET, BY TECHNOLOGY- MARKET ANALYSIS, 2019 - 2032

• Machine Learning
• Computer Vision
• Predictive Analytics

GLOBAL AI IN AGRICULTURE MARKET, BY OFFERING- MARKET ANALYSIS, 2019 - 2032

• Hardware
• Software
• AI-as-a-Service
• Service

GLOBAL AI IN AGRICULTURE MARKET, BY APPLICATION- MARKET ANALYSIS, 2019 - 2032

• Precision Farming
• Agriculture Robots
• Livestock Monitoring
• Drone Analytics
• Labor Management
• Others

GLOBAL AI IN AGRICULTURE MARKET, BY REGION- MARKET ANALYSIS, 2019 - 2032

• North America
• The U.S.
• Canada
• Europe
• Germany
• France
• Italy
• Spain
• United Kingdom
• Russia
• Netherlands
• Sweden
• Poland
• Rest of Europe
• Asia Pacific
• India
• China
• South Korea
• Japan
• Australia
• Thailand
• Indonesia
• Philippines
• Rest of APAC
• Latin America
• Brazil
• Mexico
• Argentina
• Colombia
• Rest of LATAM
• The Middle East and Africa
• Saudi Arabia
• United Arab Emirates
• Israel
• Turkey
• Algeria
• Egypt
• Rest of MEA

Table of Contents

1. AI in Agriculture Market Overview

• 1.1. Study Scope
• 1.2. Market Estimation Years

2. Executive Summary

• 2.1. Market Snippet
  • 2.1.1. AI in Agriculture Market Snippet by Technology
  • 2.1.2. AI in Agriculture Market Snippet by Offering
  • 2.1.3. AI in Agriculture Market Snippet by Application
  • 2.1.4. AI in Agriculture Market Snippet by Country
  • 2.1.5. AI in Agriculture Market Snippet by Region
• 2.2. Competitive Insights

3. AI in Agriculture Key Market Trends

• 3.1. AI in Agriculture Market Drivers
  • 3.1.1. Impact Analysis of Market Drivers
• 3.2. AI in Agriculture Market Restraints
  • 3.2.1. Impact Analysis of Market Restraints
• 3.3. AI in Agriculture Market Opportunities
• 3.4. AI in Agriculture Market Future Trends

4. AI in Agriculture Industry Study

• 4.1. PEST Analysis
• 4.2. Porter's Five Forces Analysis
• 4.3. Growth Prospect Mapping
• 4.4. Regulatory Framework Analysis

5. AI in Agriculture Market: COVID-19 Impact Analysis

• 5.1. Pre-COVID-19 Impact Analysis
• 5.2. Post-COVID-19 Impact Analysis
  • 5.2.1. Top Performing Segments
  • 5.2.2. Marginal Growth Segments
  • 5.2.3. Top Looser Segments
  • 5.2.4. Marginal Loss Segments

6. AI in Agriculture Market Landscape

• 6.1. AI in Agriculture Market Share Analysis, 2023
• 6.2. Breakdown Data, by Key Manufacturer
  • 6.2.1. Established Players' Analysis
  • 6.2.2. Emerging Players' Analysis

7. AI in Agriculture Market - By Technology

• 7.1. Overview
  • 7.1.1. Segment Share Analysis, By Technology, 2023 & 2032 (%)
  • 7.1.2. Machine Learning
  • 7.1.3. Computer Vision
  • 7.1.4. Predictive Analytics

8. AI in Agriculture Market - By Offering

• 8.1. Overview
  • 8.1.1. Segment Share Analysis, By Offering, 2023 & 2032 (%)
  • 8.1.2. Hardware
  • 8.1.3. Software
  • 8.1.4. AI-as-a-Service
  • 8.1.5. Service

9. AI in Agriculture Market - By Application

• 9.1. Overview
  • 9.1.1. Segment Share Analysis, By Application, 2023 & 2032 (%)
  • 9.1.2. Precision Farming
  • 9.1.3. Agriculture Robots
  • 9.1.4. Livestock Monitoring
  • 9.1.5. Drone Analytics
  • 9.1.6. Labor Management
  • 9.1.7. Others

10. AI in Agriculture Market- By Geography

• 10.1. Introduction
  • 10.1.1. Segment Share Analysis, By Geography, 2023 & 2032 (%)
• 10.2. North America
  • 10.2.1. Overview
  • 10.2.2. AI in Agriculture Key Manufacturers in North America
  • 10.2.3. North America Market Size and Forecast, By Country, 2019 - 2032 (US$ Million)
  • 10.2.4. North America Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
  • 10.2.5. North America Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
  • 10.2.6. North America Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  • 10.2.7. U.S.
    • 10.2.7.1. Overview
    • 10.2.7.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
    • 10.2.7.3. U.S. Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
    • 10.2.7.4. U.S. Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
    • 10.2.7.5. U.S. Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  • 10.2.8. Canada
    • 10.2.8.1. Overview
    • 10.2.8.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
    • 10.2.8.3. Canada Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
    • 10.2.8.4. Canada Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
    • 10.2.8.5. Canada Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
• 10.3. Europe
  • 10.3.1. Overview
  • 10.3.2. AI in Agriculture Key Manufacturers in Europe
  • 10.3.3. Europe Market Size and Forecast, By Country, 2019 - 2032 (US$ Million)
  • 10.3.4. Europe Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
  • 10.3.5. Europe Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
  • 10.3.6. Europe Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  • 10.3.7. Germany
    • 10.3.7.1. Overview
    • 10.3.7.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
    • 10.3.7.3. Germany Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
    • 10.3.7.4. Germany Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
    • 10.3.7.5. Germany Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  • 10.3.8. Italy
    • 10.3.8.1. Overview
    • 10.3.8.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
    • 10.3.8.3. Italy Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
    • 10.3.8.4. Italy Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
    • 10.3.8.5. Italy Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  • 10.3.9. United Kingdom
    • 10.3.9.1. Overview
    • 10.3.9.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
    • 10.3.9.3. United Kingdom Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
    • 10.3.9.4. United Kingdom Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
    • 10.3.9.5. United Kingdom Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  • 10.3.10. France
    • 10.3.10.1. Overview
    • 10.3.10.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
    • 10.3.10.3. France Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
    • 10.3.10.4. France Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
    • 10.3.10.5. France Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  • 10.3.11. Russia
    • 10.3.11.1. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
    • 10.3.11.2. Russia Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
    • 10.3.11.3. Russia Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
    • 10.3.11.4. Russia Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  • 10.3.12. Netherlands
    • 10.3.12.1. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
    • 10.3.12.2. Netherlands Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
    • 10.3.12.3. Netherlands Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
    • 10.3.12.4. Netherlands Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  • 10.3.13. Sweden
    • 10.3.13.1. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
    • 10.3.13.2. Sweden Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
    • 10.3.13.3. Sweden Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
    • 10.3.13.4. Sweden Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  • 10.3.14. Poland
    • 10.3.14.1. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
    • 10.3.14.2. Poland Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
    • 10.3.14.3. Poland Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
    • 10.3.14.4. Poland Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  • 10.3.15. Rest of Europe
    • 10.3.15.1. Overview
    • 10.3.15.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
    • 10.3.15.3. Rest of the Europe Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
    • 10.3.15.4. Rest of the Europe Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
    • 10.3.15.5. Rest of the Europe Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
• 10.4. Asia Pacific (APAC)
  • 10.4.1. Overview
  • 10.4.2. AI in Agriculture Key Manufacturers in Asia Pacific
  • 10.4.3. Asia Pacific Market Size and Forecast, By Country, 2019 - 2032 (US$ Million)
  • 10.4.4. Asia Pacific Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
  • 10.4.5. Asia Pacific Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
  • 10.4.6. Asia Pacific Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  • 10.4.7. India
    • 10.4.7.1. Overview
    • 10.4.7.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
    • 10.4.7.3. India Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
    • 10.4.7.4. India Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
    • 10.4.7.5. India Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  • 10.4.8. China
    • 10.4.8.1. Overview
    • 10.4.8.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
    • 10.4.8.3. China Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
    • 10.4.8.4. China Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
    • 10.4.8.5. China Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  • 10.4.9. Japan
    • 10.4.9.1. Overview
    • 10.4.9.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
    • 10.4.9.3. Japan Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
    • 10.4.9.4. Japan Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
    • 10.4.9.5. Japan Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  • 10.4.10. South Korea
    • 10.4.10.1. Overview
    • 10.4.10.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
    • 10.4.10.3. South Korea Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
    • 10.4.10.4. South Korea Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
    • 10.4.10.5. South Korea Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  • 10.4.11. Australia
    • 10.4.11.1. Overview
    • 10.4.11.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
    • 10.4.11.3. Australia Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
    • 10.4.11.4. Australia Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
    • 10.4.11.5. Australia Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  • 10.4.12. Thailand
    • 10.4.12.1. Overview
    • 10.4.12.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
    • 10.4.12.3. Thailand Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
    • 10.4.12.4. Thailand Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
    • 10.4.12.5. Thailand Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  • 10.4.13. Indonesia
    • 10.4.13.1. Overview
    • 10.4.13.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
    • 10.4.13.3. Indonesia Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
    • 10.4.13.4. Indonesia Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
    • 10.4.13.5. Indonesia Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  • 10.4.14. Philippines
    • 10.4.14.1. Overview
    • 10.4.14.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
    • 10.4.14.3. Philippines Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
    • 10.4.14.4. Philippines Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
    • 10.4.14.5. Philippines Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  • 10.4.15. Rest of APAC
    • 10.4.15.1. Overview
    • 10.4.15.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
    • 10.4.15.3. Rest of APAC Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
    • 10.4.15.4. Rest of APAC Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
    • 10.4.15.5. Rest of APAC Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
• 10.5. Latin America
  • 10.5.1. Overview
  • 10.5.2. AI in Agriculture Key Manufacturers in Latin America
  • 10.5.3. Latin America Market Size and Forecast, By Country, 2019 - 2032 (US$ Million)
  • 10.5.4. Latin America Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
  • 10.5.5. Latin America Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
  • 10.5.6. Latin America Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  • 10.5.7. Brazil
    • 10.5.7.1. Overview
    • 10.5.7.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
    • 10.5.7.3. Brazil Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
    • 10.5.7.4. Brazil Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
    • 10.5.7.5. Brazil Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  • 10.5.8. Mexico
    • 10.5.8.1. Overview
    • 10.5.8.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
    • 10.5.8.3. Mexico Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
    • 10.5.8.4. Mexico Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
    • 10.5.8.5. Mexico Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  • 10.5.9. Argentina
    • 10.5.9.1. Overview
    • 10.5.9.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
    • 10.5.9.3. Argentina Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
    • 10.5.9.4. Argentina Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
    • 10.5.9.5. Argentina Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  • 10.5.10. Colombia
    • 10.5.10.1. Overview
    • 10.5.10.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
    • 10.5.10.3. Colombia Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
    • 10.5.10.4. Colombia Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
    • 10.5.10.5. Colombia Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  • 10.5.11. Rest of LATAM
    • 10.5.11.1. Overview
    • 10.5.11.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
    • 10.5.11.3. Rest of LATAM Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
    • 10.5.11.4. Rest of LATAM Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
    • 10.5.11.5. Rest of LATAM Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
• 10.6. Middle East and Africa
  • 10.6.1. Overview
  • 10.6.2. AI in Agriculture Key Manufacturers in Middle East and Africa
  • 10.6.3. Middle East and Africa Market Size and Forecast, By Country, 2019 - 2032 (US$ Million)
  • 10.6.4. Middle East and Africa Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
  • 10.6.5. Middle East and Africa Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
  • 10.6.6. Middle East and Africa Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  • 10.6.7. Saudi Arabia
    • 10.6.7.1. Overview
    • 10.6.7.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
    • 10.6.7.3. Saudi Arabia Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
    • 10.6.7.4. Saudi Arabia Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
    • 10.6.7.5. Saudi Arabia Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  • 10.6.8. United Arab Emirates
    • 10.6.8.1. Overview
    • 10.6.8.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
    • 10.6.8.3. United Arab Emirates Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
    • 10.6.8.4. United Arab Emirates Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
    • 10.6.8.5. United Arab Emirates Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  • 10.6.9. Israel
    • 10.6.9.1. Overview
    • 10.6.9.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
    • 10.6.9.3. Israel Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
    • 10.6.9.4. Israel Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
    • 10.6.9.5. Israel Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  • 10.6.10. Turkey
    • 10.6.10.1. Overview
    • 10.6.10.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
    • 10.6.10.3. Turkey Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
    • 10.6.10.4. Turkey Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
    • 10.6.10.5. Turkey Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  • 10.6.11. Algeria
    • 10.6.11.1. Overview
    • 10.6.11.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
    • 10.6.11.3. Algeria Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
    • 10.6.11.4. Algeria Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
    • 10.6.11.5. Algeria Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  • 10.6.12. Egypt
    • 10.6.12.1. Overview
    • 10.6.12.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
    • 10.6.12.3. Egypt Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
    • 10.6.12.4. Egypt Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
    • 10.6.12.5. Egypt Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  • 10.6.13. Rest of MEA
    • 10.6.13.1. Overview
    • 10.6.13.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
    • 10.6.13.3. Rest of MEA Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
    • 10.6.13.4. Rest of MEA Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
    • 10.6.13.5. Rest of MEA Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)

11. Key Vendor Analysis- AI in Agriculture Industry

• 11.1. Competitive Dashboard
• 11.2. Company Profiles
  • 11.2.1. Raven Industries Inc.
  • 11.2.2. Farmers Edge Inc.
  • 11.2.3. Deere & Company
  • 11.2.4. A.A Taranis Visual Ltd.
  • 11.2.5. Gamaya SA
  • 11.2.6. AGCO Corporation
  • 11.2.7. Bayer AG
  • 11.2.8. IBM Corporation
  • 11.2.9. Ag Leader Technology
  • 11.2.10. Trimble Inc.
  • 11.2.11. Others

12. 360 Degree Analyst View

13. Appendix

• 13.1. Research Methodology
• 13.2. References
• 13.3. Abbreviations
• 13.4. Disclaimer
• 13.5. Contact Us