Agriculture
At Ruskin Felix Consulting, we make detailed and comprehensive industry and company research reports that analyze the companies and industries externally and internally and estimate the future value and potential of the company/industry. By focusing on both the domestic and international markets, we assess the viability of investing into such industries and build a decision-making framework for our clients. Detailed competitor analysis and overview of major players help our clients take an overall view on the growth potential of the industry.
Through extensive primary research and our in-built models of valuation, we also value the company potential and give investor related advice to our clients.

Get TOC for report
Please get in touch with us to get the complete TOC for this report.
AGRICULTURE
Agriculture is critical to the economic sector. Agriculture automation is the primary concern and a rapidly growing subject throughout the world. The population is growing at a breakneck pace, which increases demand for food and employment. Farmers’ traditional methods were insufficient to meet these requirements. As a result, new automated methods were developed. These new methods met food requirements while also creating jobs for billions of people.
Agriculture has been transformed by artificial intelligence. This technology has insulated crop yields from a variety of factors such as climate change, population growth, labor shortages, and food security concerns.
According to BI Intelligence Research, global spending on smart, connected agricultural technologies and systems, including AI and machine learning, is expected to triple in revenue by 2025, reaching $15.3 billion.
Spending on AI technologies and solutions in agriculture alone is expected to increase from $1 billion in 2020 to $4 billion in 2026, representing a 25.5 percent compound annual growth rate (CAGR).
According to PwC, IoT-enabled Agricultural (IoTAg) monitoring is the fastest-growing technology segment in smart, connected agriculture, expected to reach $4.5 billion by 2025.
According to United Nations population and hunger projections, the global population will grow by 2 billion people by 2050, necessitating a 60% increase in food productivity to feed them. Growing, processing, and distributing food is a $1.7 trillion industry in the United States alone, according to the Economic Research Service of the United States Department of Agriculture. AI and machine learning are already demonstrating the potential to assist in meeting the anticipated food needs of an additional 2 billion people globally by 2050.
Â
Use cases of AI in agriculture
- Monitor real-time video feed for every crop
AI and machine learning significantly reduce the risk of domestic and wild animals accidentally destroying crops or committing a break-in or burglary at a remote farm location. With the rapid advancements in video analytics enabled by AI and machine learning algorithms, anyone involved in agriculture can protect the perimeters of their fields and buildings.
- Enhance crop yield prediction with real time sensor data and drone visual analysis data.
The volume of data collected by smart sensors and drones providing real-time video streaming provides agricultural experts with access to previously unavailable data sets. It is now possible to analyze growth patterns for individual crops over time by combining in-ground sensor data on moisture, fertilizer, and natural nutrient levels.
- Yield Mapping to detect patterns in big data sets and to grasp their orthogonality in real time.
It is possible to predict the potential yield rates of a given field prior to the initiation of a vegetation cycle. Agricultural specialists can now forecast potential soil yields for a given crop by combining machine learning techniques with 3D mapping, social condition data from sensors, and drone-based data on soil color.
- Pioneering drone to improve the control of pesticides
Agricultural teams using AI can predict and identify pest infestations before they occur by combining infrared camera data from drones with sensors on fields that monitor plants’ relative health levels.
- AI and machine learning-based smart tractors, agribots and robotics for remote agricultural operations. Due to a lack of available employees, large-scale agricultural businesses rely on robotics to harvest hundreds of acres of crops while also providing an element of security around remote locations. Programming self-propelled robotics machinery to apply fertilizer to individual rows of crops helps reduce operating costs and increases field yields.
- Optimizing and restricting the correct combination of biodegradable pesticides to only regions that require treatment.
Agricultural AI applications can now detect the most infected areas in a planting area by combining intelligent sensors with visual data streams from drones.
- Price forecasting for crops based on yield rates
Understanding crop yield rates and quality levels enables agricultural firms, co-ops, and farmers to negotiate more effectively for the best price for their harvests.
- Monitoring livestock’s health, including vital signs, daily activity levels and food intake
Understanding how each type of livestock reacts to diet and boarding conditions is critical for determining the best long-term treatment strategy.
Regional Outlook (Revenue, USD Billion, 2021 – 2027)
- North America
- The U.S.
- Canada
- Mexico
- Europe
- Germany
- The U.K.
- Asia Pacific
- China
- Japan
- India
- South America
- Brazil
- Middle East and Africa (MEA)
Major players
- International Business Machines Corp. (IBM) (US),
- Deere & Company (John Deere) (US),
- Microsoft Corporation (Microsoft) (US),
- Farmers Edge Inc. (Farmers Edge) (Canada),
- The Climate Corporation (Climate Corp.) (US),
- ec2ce (ec2ce) (Spain),
- Descartes Labs, Inc. (Descartes Labs) (US),
- AgEagle Aerial Systems (AgEagle) (US), and
- aWhere Inc. (aWhere) (US)
Topics this report will cover:
- Market size from 2019 to 2027
- Revenue Forecast from 2020 to 2027
- Market segmentation and active players
- Market trends and opportunities
- Competitive landscapeÂ
- Regional analysisÂ
- Related IndustriesÂ
Please get in touch with us to get the complete TOC for this report.
You can let us know about any customizations you would need in the report as well and we will ensure the final scope sent to you encapsulates the complete deliverables.Â
Please Request Above using the form provided
Report Attribute |
Details |
Market size value in 2020 |
XXXX USD |
Revenue forecast in 2027 |
XXXX USD |
Growth rate |
CAGR of XX% from 2022 to 2027 |
Base year for estimation |
2019 |
Historical data |
2016-2020 |
Forecast period |
2021 – 2027 |
Quantitative units |
Revenue in USD million/billion and CAGR from 2020 to 2027 |
Report coverage |
Revenue forecast, competitive landscape, growth drivers, industry segments, trends. |
Segments covered |
Type, distribution channel, region |
Regional scope |
North America; Europe; Asia Pacific; Central & South America; Middle East & Africa |
Country scope |
U.S., U.K., UAE, India, China, Columbia |
Key companies profiled |
Market leaders by Region |
Customization scope |
Free report customization (equivalent up to 6 analysts working days) with purchase. Addition or alteration to country, regional & segment scope. Customization based on client specific requirements available. |
Pricing and purchase options |
INDIVIDUAL LICENSE – $2,499/- CORPORATE LICENSE – $3,499/- |
,
BUY A SECTION OR CUSTOMIZE THIS REPORT
Buy specific sections of this report to meet your exact research requirements and needs. You can even get in touch with our team for further clarity on the aspects of the research report.Â
To avail any of the following:
- Buy Sections of the report
- Buy region-based report
- Buy Country-specific report
- Buy specific sections of the report
PURCHASE OPTIONS
INDIVIDUAL LICENSE - $2,499/-
CORPORATE LICENSE - $3,499/-
OUR GUARANTEE

BEST VALUE FOR MONEY
We provide the best value for money in our research reports

HIGH QUALITY PRIMARY RESEARCH
We pride ourselves in creating highly primary research-based reports to provide higher levels of accuracy

24x7 RESEARCH SUPPORT
Get all your queres resolved by a market & industry expert

FULLY CUSTOMIZED REPORT
Buy our reports for absolute customization as per your specified requirements