Global Artificial Intelligence AI In Overview
Artificial intelligence technologies along with various algorithmic computer models are used to guide farmers through the process of growing, sowing, harvesting, and sale of product. Agriculture is slowly becoming automotive and digital. Artificial Intelligence in agriculture broadly classified into three major categories agricultural robotics, soil and crop monitoring, and predictive analytics. Now-a-Days, farmers are increasingly using sensors and adoptive technologies to collect information which will further necessary for better processing and analysis of agriculture data.
Growing adoption of the robots in agriculture, coupled with rising requirement of better yield of crops are major factors anticipated to propel growth of the artificial intelligence in agriculture market over the forecast period. In addition, increasing adoption of smart sensors such as inclusion of IoT sensors in agriculture field and rising trend of precision farming are also factors fuelling growth of the target market. However, major factor which is restrains growth of the AI market in agriculture is high cost associated with cutting-edge AI technology.
The artificial intelligence in agriculture market has been segmented on the basis of application, technology, offering, and region.
The application segment includes precision farming, livestock monitoring, drone analytics, and agriculture robots. On the basis of technology segment the target market has been segmented as machine learning, computer vision, and predictive analytics. On the basis of offering the artificial intelligence in agriculture market has been segmented as hardware, software, and Al-as-a-service and service.
On the basis of region the target market has been segmented into North America, Europe, Asia Pacific, Latin America, Middle East, and Africa. North America is expected to account for major market share of target market in terms of revenue as compared to that of other regions. This can be attributed to increasing adoption of advanced technologies in agriculture sector, coupled with rising technological awareness in the region.
Key players operating in the artificial intelligence in agriculture market includes Agribotix LLC., Bayer CropScience AG., Case IH Agriculture Inc., Clear Ag Operations Inc., John Deere Company Inc., Farmers Edge Inc., Granular AG., Grownetics Inc., International Business Machines Corp., Mapshots Inc., and SST Software B.V.
Global Artificial Intelligence AI In Table of Contents
Research Objective and Assumption
- Preface
- Research Objectivesa
- Study Scope
- Years Considered for the study
- Assumptions
- Abbreviations
Research Methodology
- Research data
- Primary Data
- Primary Interviews
- Primary Breakdown
- Key data from Primary Sources
- Key Thickness Insights
- Secondary Data
- Major Secondary Sources
- Secondary Sources
- Market Estimation
- Top-Down Approach
- Approach for estimating Market Share by Top-Down Analysis (Supply Side)
- Bottom-Up Approach
- Approach for estimating market share by Bottom-up Analysis (Demand Side)
- Market Breakdown and Data Triangulation
- Research Assumptions
Market Preview
- Executive Summary
- Key Findings—Global Outlook for medical carts Strategies
- Key Questions this Study will Answer
- Market Snippet, By Application
- Market Snippet, By Technology
- Market Snippet, By Offering
- Market Snippet, By Region
- Opportunity Map Analysis
- Executive Summary—3 Big Predictions
Market Dynamics, Regulations, and Trends Analysis
- Market Dynamics
- Drivers
- Restrains
- Market Opportunities
- Market Trends
- DR Impact Analysis
- PEST Analysis
- Porter’s Five Forces Analysis
- Opportunity Orbit
- Market Investment Feasibility Index
- Macroeconomic Factor Analysis
Market Segmentation, By Application, Forecast Period up to 10 Years, (US$ Bn)
- Overview
- Market Value and Forecast (US$ Bn), and Share Analysis (%), Forecast Period up to 10 Years
- Y-o-Y Growth Analysis (%), Forecast Period up to 10 Years
- Segment Trends
- Precision Farming
- Overview
- Market Size and Forecast (US$ Bn), and Y-o-Y Growth (%), Forecast Period up to 10 Years
- Livestock Monitoring
- Overview
- Market Size and Forecast (US$ Bn), and Y-o-Y Growth (%), Forecast Period up to 10 Years
- Drone Analytics
- Overview
- Market Size and Forecast (US$ Bn), and Y-o-Y Growth (%), Forecast Period up to 10 Years
- Agriculture Robots
- Overview
- Market Size and Forecast (US$ Bn), and Y-o-Y Growth (%), Forecast Period up to 10 Years
Market Segmentation, By Technology, Forecast Period up to 10 Years, (US$ Bn)
- Overview
- Market Value and Forecast (US$ Bn), and Share Analysis (%), Forecast Period up to 10 Years
- Y-o-Y Growth Analysis (%), Forecast Period up to 10 Years
- Segment Trends
- Machine Learning
- Overview
- Market Size and Forecast (US$ Bn), and Y-o-Y Growth (%), Forecast Period up to 10 Years
- Computer Vision
- Overview
- Market Size and Forecast (US$ Bn), and Y-o-Y Growth (%), Forecast Period up to 10 Years
- Predictive Analytics
- Overview
- Market Size and Forecast (US$ Bn), and Y-o-Y Growth (%), Forecast Period up to 10 Years
Market Segmentation, By Offering, Forecast Period up to 10 Years, (US$ Bn)
- Overview
- Market Value and Forecast (US$ Bn), and Share Analysis (%), Forecast Period up to 10 Years
- Y-o-Y Growth Analysis (%), Forecast Period up to 10 Years
- Segment Trends
- Hardware
- Overview
- Market Size and Forecast (US$ Bn), and Y-o-Y Growth (%), Forecast Period up to 10 Years
- Software
- Overview
- Market Size and Forecast (US$ Bn), and Y-o-Y Growth (%), Forecast Period up to 10 Years
- AI-as-a-Service
- Overview
- Market Size and Forecast (US$ Bn), and Y-o-Y Growth (%), Forecast Period up to 10 Years
- Service
- Overview
- Market Size and Forecast (US$ Bn), and Y-o-Y Growth (%), Forecast Period up to 10 Years
Global Market, By Region, Forecast Period up to 10 Years, (US$ Bn)
- Overview
- Market Value and Forecast (US$ Bn), and Share Analysis (%), Forecast Period up to 10 Years
- Y-o-Y Growth Analysis (%), Forecast Period up to 10 Years
- Regional Trends
- North America
- Market Size and Forecast (US$ Bn), By Application, Forecast Period up to 10 Years
- Market Size and Forecast (US$ Bn), By Technology, Forecast Period up to 10 Years
- Market Size and Forecast (US$ Bn), By Offering, Forecast Period up to 10 Years
- Market Size and Forecast (US$ Bn), By Country, Forecast Period up to 10 Years
- U.S.
- Canada
- Europe
- Market Size and Forecast (US$ Bn), By Application, Forecast Period up to 10 Years
- Market Size and Forecast (US$ Bn), By Technology, Forecast Period up to 10 Years
- Market Size and Forecast (US$ Bn), By Offering, Forecast Period up to 10 Years
- Market Size and Forecast (US$ Bn), By Country, Forecast Period up to 10 Years
- UK
- France
- Germany
- Russia
- Italy
- Rest of Europe
- Asia Pacific
- Market Size and Forecast (US$ Bn), By Application, Forecast Period up to 10 Years
- Market Size and Forecast (US$ Bn), By Technology, Forecast Period up to 10 Years
- Market Size and Forecast (US$ Bn), By Offering, Forecast Period up to 10 Years
- Market Size and Forecast (US$ Bn), By Country, Forecast Period up to 10 Years
- India
- Japan
- South Korea
- China
- Rest of Asia Pacific
- Latin America
- Market Size and Forecast (US$ Bn), By Application, Forecast Period up to 10 Years
- Market Size and Forecast (US$ Bn), By Technology, Forecast Period up to 10 Years
- Market Size and Forecast (US$ Bn), By Offering, Forecast Period up to 10 Years
- Market Size and Forecast (US$ Bn), By Country, Forecast Period up to 10 Years
- Brazil
- Mexico
- Rest of Latin America
- Middle East & Africa
- Market Size and Forecast (US$ Bn), By Application, Forecast Period up to 10 Years
- Market Size and Forecast (US$ Bn), By Technology, Forecast Period up to 10 Years
- Market Size and Forecast (US$ Bn), By Offering, Forecast Period up to 10 Years
- Market Size and Forecast (US$ Bn), By Country, Forecast Period up to 10 Years
- GCC
- Israel
- South Africa
- Rest of Middle East
Competitive Landscape
- Heat Map Analysis
- Market Presence and Specificity Analysis
Company Profiles
- Agribotix LLC.,
- Company Overview
- Product Portfolio
- Key Highlights
- Financial Performance
- Business Strategies
- Bayer CropScience AG.,
- Company Overview
- Product Portfolio
- Key Highlights
- Financial Performance
- Business Strategies
- Case IH Agriculture Inc.,
- Company Overview
- Product Portfolio
- Key Highlights
- Financial Performance
- Business Strategies
- Clear Ag Operations Inc.,
- Company Overview
- Product Portfolio
- Key Highlights
- Financial Performance
- Business Strategies
- John Deere Company Inc.,
- Company Overview
- Product Portfolio
- Key Highlights
- Financial Performance
- Business Strategies
- Farmers Edge Inc.,
- Company Overview
- Product Portfolio
- Key Highlights
- Financial Performance
- Business Strategies
- Granular AG.,
- Company Overview
- Product Portfolio
- Key Highlights
- Financial Performance
- Business Strategies
- Grownetics Inc.,
- Company Overview
- Product Portfolio
- Key Highlights
- Financial Performance
- Business Strategies
- International Business Machines Corp.,
- Company Overview
- Product Portfolio
- Key Highlights
- Financial Performance
- Business Strategies
- Mapshots Inc.,
- Company Overview
- Product Portfolio
- Key Highlights
- Financial Performance
- Business Strategies
- SST Software B.V.
- Company Overview
- Product Portfolio
- Key Highlights
- Financial Performance
- Business Strategies
The Last Word
- Future Impact
- About Us
- Contact
FAQs
The research report on the Artificial Intelligence (AI) in Agriculture Market provides a comprehensive analysis of the market's scope, covering key aspects such as the applications of AI in agriculture, technological advancements, and market trends.
Various factors, including the increasing need for precision farming, advancements in AI and machine learning technologies, and the demand for sustainable farming practices, are driving the growth of the Artificial Intelligence (AI) in Agriculture Market.
The Artificial Intelligence (AI) in Agriculture Market faces challenges such as the high cost of AI technology adoption, concerns about data security and privacy, and the limited awareness and expertise among farmers, which act as restraints on its global expansion.
By region, the target market is segmented into North America, Europe, Asia Pacific, Latin America, and the Middle East & Africa. The Asia Pacific region is estimated to witness a significantly high revenue share over the forecast period, indicating its dominance in the Artificial Intelligence (AI) in Agriculture Market.
The Artificial Intelligence (AI) in Agriculture Market is populated by key players such as [Insert Leading Key Players' Names], who play a pivotal role in shaping the market landscape with their innovative AI solutions and strategic initiatives.