AI in Agriculture Market: Insights
The global AI in Agriculture market is estimated to witness a significant CAGR during the forecast period (2020-2026). Growing demand for autonomous equipment, and increasing implementation of data generation through sensors and aerial images for crops and increasing crop productivity through deep-learning technology, are the major factors driving the market growth for AI in agriculture. Moreover, growing demand for real-time data management systems is one of the significant factors to drive the market growth. Furthermore, the lack of awareness about AI among farmers, and lack of standardization, are likely to hamper the market growth during the forecast period.
AI in Agriculture Market: By Technology
Based on technology, the global AI in agriculture market is segmented into machine learning, computer vision, and predictive analytics. The machine learning segment is expected to hold the largest market share during the forecast period. Growing crop yield using machine learning techniques and growing application of machine learning in various agricultural practices and machine learning-enabled solutions adopted by agricultural organizations and farmers are some of the factors driving the market during the forecast period.
AI in Agriculture Market: By Offering
Based on offering, the global AI in agriculture market is segmented into hardware, software, AI as a service, and services. The software segment is the largest market share in terms of revenue during the forecast period. The growing AI-based solutions for the agriculture industry and the growing use of AI software to improve farm efficiency are some of the factors driving the market growth during the forecast period.
AI in Agriculture Market: By Application
Based on application, the global AI in agriculture market is segmented into precision farming, livestock monitoring, drone analytics, agriculture robot, and labor-management among others. The precision farming segment is expected to hold the largest market share in terms of revenue during the forecast period. Precision farming helps farmers minimize costs and optimize resources effectively. It uses AI for data collection, interpretation, and analysis of digital data.
AI in Agriculture Market: By Region
Based on region, the global AI in the agriculture market is segmented into North America, Europe, Asia Pacific, Central & South America, and Middle East & Africa. North America is expected to hold the largest market share in the AI in agriculture market during the forecast period. The adoption of predictive analytics and remote monitoring technology in agriculture is one of the significant factors driving the North American market. Asia-Pacific is expected to grow at the highest CAGR during the forecast period. The growing demand for meat and goods from agriculture, growing population, growing adoption of AI technologies in agriculture, and rising income are some of the factors propelling the market growth in this region.
AI in Agriculture Market: End Use Landscape
The end-user landscape entails a list of current and prospective consumers prevailing across the regions. This section briefs you about company addresses, contact details, products, and regional presence of companies who are purchasing or are likely to purchase AI in agriculture. The key end-users of the markets are Monsanto, Allen Family Foods, and Horizon Organic, among others.
AI in Agriculture Market: Vendor Landscape
The report contains a chapter dedicated to vendors operating in the market, covering raw material manufactures, equipment developers, manufacturers, and distributors. The report provides these insights on a regional level. This section of the report entails contact details, experience, products manufactured/supplied, and geographical presence of companies.
AI in Agriculture Market: Share & Competitor Analysis
Some of the key players operating in the AI in Agriculture market are IBM, Deere & Company, Microsoft, The Climate Corporation, Farmers Edge, Granular, Ageagle, Descartes Labs, Prospera, Taranis, Awhere, among others.
Please note: This is not an exhaustive list of companies profiled in the report.
Check the old version of the report at: Global AI in Agriculture Market - Forecasts To 2025
Check the Press Release on Global AI in Agriculture Market Report
AI in Agriculture Market: By Technology
- Introduction
- AI in Agriculture Market, By Technology, 2018-2026 (USD Million)
- Machine Learning
- Machine Learning: AI in Agriculture Market, 2018-2026 (USD Million)
- Computer Vision
- Computer Vision: AI in Agriculture Market, 2018-2026 (USD Million)
- Predictive Analytics
- Predictive Analytics: AI in Agriculture Market, 2018-2026 (USD Million)
AI in Agriculture Market: By Offering
- Introduction
- AI in Agriculture Market, By offering, 2018-2026 (USD Million)
- Hardware
- Hardware: AI in Agriculture Market, 2018-2026 (USD Million)
- Software
- Software: AI in Agriculture Market, 2018-2026 (USD Million)
- AI as a service
- AI as a service: AI in Agriculture Market, 2018-2026 (USD Million)
- Services
- Services: AI in Agriculture Market, 2018-2026 (USD Million)
AI in Agriculture Market: By Application
- Introduction
- AI in Agriculture Market, By Application, 2018-2026 (USD Million)
- Precision Farming
- Precision Farming: AI in Agriculture Market, 2018-2026 (USD Million)
- Livestock monitoring
- Livestock monitoring: AI in Agriculture Market, 2018-2026 (USD Million)
- Drone Analytics
- Drone Analytics: AI in Agriculture Market, 2018-2026 (USD Million)
- Agriculture Robot
- Agriculture Robot: AI in Agriculture Market, 2018-2026 (USD Million)
- Labor Management
- Labor Management: AI in Agriculture Market, 2018-2026 (USD Million)
- Others
- Others: AI in Agriculture Market, 2018-2026 (USD Million)
AI in Agriculture Market: By Region
- Introduction
- Global AI in Agriculture Market, Regional Analysis, 2018-2026 (USD Million)
- North America
- North America AI in Agriculture Market, Regional Analysis, 2018-2026 (USD Million)
- By Technology
- North America AI in Agriculture Market, By Technology, 2018-2026 (USD Million)
- By Application
- North America AI in Agriculture Market, By Application, 2018-2026 (USD Million)
- By offering
- North America AI in Agriculture Market, By offering, 2018-2026 (USD Million)
- By Country
- U.S.
- By Technology
- U.S AI in Agriculture Market, By Technology, 2018-2026 (USD Million)
- By Application
- U.S AI in Agriculture Market, By Application, 2018-2026 (USD Million)
- By offering
- U.S AI in Agriculture Market, By offering, 2018-2026 (USD Million)
- Canada.
- By Technology
- Canada AI in Agriculture Market, By Technology, 2018-2026 (USD Million)
- By Application
- Canada AI in Agriculture Market, By Application, 2018-2026 (USD Million)
- By offering
- Canada AI in Agriculture Market, By offering, 2018-2026 (USD Million)
- Mexico
- By Technology
- Mexico AI in Agriculture Market, By Technology, 2018-2026 (USD Million)
- By Application
- Mexico AI in Agriculture Market, By Application, 2018-2026 (USD Million)
- By offering
- Mexico AI in Agriculture Market, By offering, 2018-2026 (USD Million)
- Europe
- Europe AI in Agriculture Market, Regional Analysis, 2018-2026 (USD Million)
- By Technology
- Europe AI in Agriculture Market, By Technology, 2018-2026 (USD Million)
- By Application
- Europe AI in Agriculture Market, By Application, 2018-2026 (USD Million)
- By offering
- Europe AI in Agriculture Market, By offering, 2018-2026 (USD Million)
- By Country
- Germany
- By Technology
- Germany AI in Agriculture Market, By Technology, 2018-2026 (USD Million)
- By Application
- Germany AI in Agriculture Market, By Application, 2018-2026 (USD Million)
- By offering
- Germany AI in Agriculture Market, By Vertical, 2018-2026 (USD Million)
- UK
- By Technology
- UK AI in Agriculture Market, By Technology, 2018-2026 (USD Million)
- By Application
- UK AI in Agriculture Market, By Application, 2018-2026 (USD Million)
- By offering
- UK AI in Agriculture Market, By offering, 2018-2026 (USD Million)
- France
- By Technology
- France AI in Agriculture Market, By Technology, 2018-2026 (USD Million)
- By Application
- France AI in Agriculture Market, By Application, 2018-2026 (USD Million)
- By offering
- France AI in Agriculture Market, By offering, 2018-2026 (USD Million)
- Italy
- By Technology
- Italy AI in Agriculture Market, By Technology, 2018-2026 (USD Million)
- By Application
- Italy AI in Agriculture Market, By Application, 2018-2026 (USD Million)
- By offering
- Italy AI in Agriculture Market, By offering, 2018-2026 (USD Million)
- Spain
- By Technology
- Spain AI in Agriculture Market, By Technology, 2018-2026 (USD Million)
- By Application
- Spain AI in Agriculture Market, By Application, 2018-2026 (USD Million)
- By offering
- Spain AI in Agriculture Market, By offering, 2018-2026 (USD Million)
- Rest Of Europe
- By Technology
- Rest Of Europe AI in Agriculture Market, By Technology, 2018-2026 (USD Million)
- By Application
- Rest Of Europe AI in Agriculture Market, By Application, 2018-2026 (USD Million)
- By offering
- Rest Of Europe AI in Agriculture Market, By offering, 2018-2026 (USD Million)
- Asia Pacific
- Asia Pacific AI in Agriculture Market, Regional Analysis, 2018-2026 (USD Million)
- By Technology
- Asia Pacific AI in Agriculture Market, By Technology, 2018-2026 (USD Million)
- By Application
- Asia Pacific AI in Agriculture Market, By Application, 2018-2026 (USD Million)
- By offering
- Asia Pacific AI in Agriculture Market, By offering, 2018-2026 (USD Million)
- By Country
- China
- By Technology
- China AI in Agriculture Market, By Technology, 2018-2026 (USD Million)
- By Application
- China AI in Agriculture Market, By Application, 2018-2026 (USD Million)
- By offering
- China AI in Agriculture Market, By offering, 2018-2026 (USD Million)
- Japan
- By Technology
- Japan AI in Agriculture Market, By Technology, 2018-2026 (USD Million)
- By Application
- Japan AI in Agriculture Market, By Application, 2018-2026 (USD Million)
- By offering
- Japan AI in Agriculture Market, By offering, 2018-2026 (USD Million)
- India
- By Technology
- India AI in Agriculture Market, By Technology, 2018-2026 (USD Million)
- By Application
- India AI in Agriculture Market, By Application, 2018-2026 (USD Million)
- By offering
- India AI in Agriculture Market, By offering, 2018-2026 (USD Million)
- South Korea
- By Technology
- South Korea AI in Agriculture Market, By Technology, 2018-2026 (USD Million)
- By Application
- South Korea AI in Agriculture Market, By Application, 2018-2026 (USD Million)
- By offering
- South Korea AI in Agriculture Market, By offering, 2018-2026 (USD Million)
- Rest Of APAC
- By Technology
- Rest Of APAC AI in Agriculture Market, By Technology, 2018-2026 (USD Million)
- By Application
- Rest Of APAC AI in Agriculture Market, By Application, 2018-2026 (USD Million)
- By offering
- Rest Of APAC AI in Agriculture Market, By offering, 2018-2026 (USD Million)
- Central & South America
- Central & South America AI in Agriculture Market, Regional Analysis, 2018-2026 (USD Million)
- By Technology
- Central & South America AI in Agriculture Market, By Technology, 2018-2026 (USD Million)
- By Application
- Central & South America AI in Agriculture Market, By Application, 2018-2026 (USD Million)
- By offering
- Central & South America AI in Agriculture Market, By offering, 2018-2026 (USD Million)
- By Country
- Brazil
- By Technology
- Brazil AI in Agriculture Market, By Technology, 2018-2026 (USD Million)
- By Application
- Brazil AI in Agriculture Market, By Application, 2018-2026 (USD Million)
- By offering
- Brazil AI in Agriculture Market, By offering, 2018-2026 (USD Million)
- Middle East & Africa
- Middle East & Africa AI in Agriculture Market, Regional Analysis, 2018-2026 (USD Million)
- By Technology
- Middle East & Africa AI in Agriculture Market, By Technology, 2018-2026 (USD Million)
- By Application
- Middle East & Africa AI in Agriculture Market, By Application, 2018-2026 (USD Million)
- By offering
- Middle East & Africa AI in Agriculture Market, By offering, 2018-2026 (USD Million)
- By Country
- Saudi Arabia
- By Technology
- Saudi Arabia AI in Agriculture Market, By Technology, 2018-2026 (USD Million)
- By Application
- Saudi Arabia AI in Agriculture Market, By Application, 2018-2026 (USD Million)
- By offering
- Saudi Arabia AI in Agriculture Market, By offering, 2018-2026 (USD Million)
- UAE
- By Technology
- UAE AI in Agriculture Market, By Technology, 2018-2026 (USD Million)
- By Application
- UAE AI in Agriculture Market, By Application, 2018-2026 (USD Million)
- By offering
- UAE AI in Agriculture Market, By offering, 2018-2026 (USD Million)
The desk research involved a robust background study which meant referring to paid and unpaid databases to understand the market dynamics; mapping contracts from press releases; identifying the key players in the market, studying their product portfolio, competition level, annual reports/SEC filings & investor presentations; and learning the demand and supply side analysis for the AI in Agriculture Market.
The primary research activity included telephonic conversations with more than 50 tier 1 industry consultants, distributors, and end-use product manufacturers.
Finally, based on the above thorough research process, an in-depth analysis was carried out considering the following aspects: market attractiveness, current & future market trends, market share analysis, SWOT analysis of the companies and customer analytics.