Autonomous Crop Management Market Report by Solution (Software, Services), Deployment (On-premises, Cloud-based), Application (Crop Tracking and Management, Weather Tracking and Forecasting, Irrigation Management, Labor and Resource Tracking, and Others), and Region 2023-2028

Autonomous Crop Management Market Report by Solution (Software, Services), Deployment (On-premises, Cloud-based), Application (Crop Tracking and Management, Weather Tracking and Forecasting, Irrigation Management, Labor and Resource Tracking, and Others), and Region 2023-2028

Report Format: PDF+Excel | Report ID: SR112023A9646
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Market Overview: 

The global autonomous crop management market size reached US$ 1.68 Billion in 2022. Looking forward, IMARC Group expects the market to reach US$ 4.29 Billion by 2028, exhibiting a growth rate (CAGR) of 17.00% during 2023-2028. The increasing demand for sustainable and efficient agricultural practices, numerous technological advancements, and rising global population and food security concerns are some of the major factors propelling the market.

Report Attribute
 Key Statistics                   
Base Year
Forecast Years
Historical Years
Autonomous Crop Management Market Size in 2022 US$ 1.68 Billion
Autonomous Crop Management Market Forecast in 2028 US$ 4.29 Billion
Autonomous Crop Management Market Growth Rate (2023-2028) 17.00%

Autonomous crop management refers to the implementation of advanced technologies, such as artificial intelligence (AI), robotics, and data analytics, to automate and optimize various agricultural processes. Through the integration of smart sensors, autonomous machinery, and precision farming techniques, this approach enables real-time monitoring, analysis, and decision-making in crop cultivation. It encompasses tasks including automated planting, irrigation, nutrient delivery, and pest detection. By reducing human intervention and utilizing data-driven insights, autonomous crop management aims to enhance resource efficiency, increase crop yields, and promote sustainable farming practices while addressing the challenges of feeding a growing global population.

The growing need for sustainable and efficient agricultural practices is prompting farmers and agribusinesses to adopt advanced technologies that can optimize crop cultivation and resource utilization. This is expected to stimulate the growth of the market for autonomous crop management during the forecast period. Moreover, rapid advancements in artificial intelligence (AI), the Internet of Things (IoT), and robotics have made autonomous crop management solutions more accessible and practical, which in turn has accelerated the product adoption rate. Apart from this, the expanding global population and rising food demand are strengthening the need for higher crop productivity, leading to a greater emphasis on precision farming techniques, propelling the market growth. Additionally, the large-scale automation of labor-intensive tasks, such as planting, irrigation, and harvesting, that not only reduces human effort but also lowers operational costs, making it an attractive proposition for agricultural enterprises, is driving the market toward growth. Furthermore, the ability of autonomous systems to collect and analyze vast amounts of data in real-time empowers farmers with actionable insights for informed decision-making, enhancing overall crop yield and quality, is contributing to the market growth.

Autonomous Crop Management Market Trends/Drivers:

Numerous advancements in AI and IoT technologies

The convergence of artificial intelligence (AI) and the Internet of Things (IoT) technologies has significantly transformed the landscape of autonomous crop management. AI-driven algorithms can now process vast amounts of data collected by IoT sensors, drones, and other connected devices in real-time. This data analysis enables precise decision-making, such as optimizing irrigation schedules, assessing soil conditions, detecting crop diseases early, and applying fertilizers with utmost accuracy. As a result, farmers can achieve higher crop yields, reduce resource wastage, and ensure sustainable farming practices. The constant evolution of AI and IoT technologies further fuels the growth of the market for autonomous crop management, making it highly accessible and cost-effective for agriculture stakeholders.

Rise in adoption of precision agriculture

The adoption of precision agriculture practices is a key factor fueling the demand for autonomous crop management solutions. Farmers are increasingly recognizing the value of data-driven and site-specific farming techniques to maximize their agricultural output. Autonomous systems play a pivotal role in precision agriculture by enabling targeted applications of farming inputs, such as water, fertilizers, and pesticides, based on real-time data analysis and crop requirements. This approach not only optimizes resource usage, reduces environmental impact, and improves crop quality but also ensures that farmers can efficiently manage large-scale agricultural operations. As a result, the demand for autonomous crop management technologies continues to rise, driven by the surging need to produce more food sustainably and efficiently to feed the ever-growing population worldwide.

Labor shortages and cost savings

Agricultural labor shortages are becoming widely prevalent in many regions worldwide. This scarcity of skilled workers is prompting the agricultural sector to seek automated solutions like autonomous crop management. By deploying autonomous systems, farmers can streamline various labor-intensive tasks, including planting, weeding, and harvesting, thereby reducing dependency on human labor. The cost savings associated with labor reduction are significant drivers for the adoption of autonomous technologies. Additionally, the optimization of inputs through autonomous crop management leads to enhanced resource efficiency and, consequently, cost reductions in the long run. As farmers witness the economic benefits and increased productivity afforded by autonomous crop management, the market continues to experience a surge in demand and adoption rates.

Autonomous Crop Management Industry Segmentation:

IMARC Group provides an analysis of the key trends in each sub-segment of the global autonomous crop management market report, along with forecasts at the global and regional level from 2023-2028. Our report has categorized the market based on solution, deployment, and application.

Breakup by Solution:

  • Software
  • Services
    • Professional Services
    • Managed Services

Software dominates the market

The report has provided a detailed breakup and analysis of the market based on the solution. This includes software and services (professional services and managed services).  According to the report, software represented the largest segment.

Software in this domain refers to the advanced applications and algorithms that utilize artificial intelligence, machine learning, and data analytics to process vast amounts of agricultural data. These sophisticated software solutions analyze real-time inputs from various sources such as IoT sensors, drones, and satellites to monitor crop health, assess soil conditions, detect diseases, and optimize resource allocation. The software empowers farmers with actionable insights and automated decision-making, enabling precise and efficient crop management practices.

Services in the market encompass a range of support and assistance offerings. These services include system integration, installation, training, and ongoing technical support. Agricultural experts and consultants may provide valuable advice on leveraging the software capabilities effectively to address specific farming challenges and achieve desired outcomes. Additionally, the leading service providers can offer data management and interpretation assistance, helping farmers interpret the wealth of information generated by software solutions. By combining powerful software and comprehensive services, the Autonomous Crop Management solution enables farmers to adopt sustainable and data-driven practices, optimizing crop yields, reducing resource wastage, and promoting environmentally friendly agricultural practices.

Breakup by Deployment:

  • On-premises
  • Cloud-based

On-premises hold the largest share in the market

A detailed breakup and analysis of the market based on the deployment has also been provided in the report. This includes on-premises and cloud-based.  According to the report, on-premises accounted for the largest market share.

On-premises deployment refers to the installation and operation of the autonomous crop management software and hardware directly on the farmer's or agricultural enterprise's own infrastructure. In this model, all data, algorithms, and processing take place locally, within the farm's premises. This setup provides farmers with full control over their data and operations, ensuring data privacy and security. However, it requires substantial initial investments in hardware, maintenance, and IT expertise to manage the system effectively.

On the other hand, cloud-based deployment involves hosting the autonomous crop management solution on remote servers operated by a third-party cloud service provider. In this model, the software and data are accessed through the internet, offering scalability, flexibility, and accessibility from any location with an internet connection. Cloud-based deployment minimizes the need for upfront hardware investments and allows for automatic updates and maintenance, reducing the burden on farmers. However, it relies on stable internet connectivity, and concerns about data privacy and security may arise, although reputable cloud providers implement stringent security measures to safeguard customer data.

Breakup by Application:

  • Crop Tracking and Management
  • Weather Tracking and Forecasting
  • Irrigation Management
  • Labor and Resource Tracking
  • Others

Crop tracking and management represents the leading application segment

The report has provided a detailed breakup and analysis of the market based on the application. This includes crop tacking and management, weather tracking and forecasting, irrigation management, labor and resource tracking, and others.  According to the report, crop tracking and management represented the largest segment.

The rising need for enhanced crop monitoring and management drives the market for autonomous crop management market, as farmers seek to optimize yields, detect early signs of diseases or nutrient deficiencies, and make data-driven decisions for targeted interventions to ensure healthy and high-quality crops. Weather plays a crucial role in agriculture, making weather tracking and forecasting essential drivers in the autonomous crop management market. Integrating real-time weather data into autonomous systems enables farmers to respond proactively to changing weather conditions, adjust irrigation schedules, and implement precision agriculture techniques, ultimately minimizing weather-related risks and maximizing crop productivity.

The augmenting demand for water efficiency and sustainable agricultural practices fuels the adoption of autonomous crop management solutions for irrigation management. By incorporating smart sensors and AI algorithms, farmers can optimize irrigation schedules, apply water precisely based on crop needs, and reduce water wastage, promoting water conservation and resource sustainability. With labor shortages becoming prevalent in the agriculture sector, autonomous crop management systems that automate numerous labor-intensive tasks and track resource usage are gaining traction. The ability to efficiently manage labor and resources through automation leads to cost savings and increased productivity, making it a compelling driver in the market for farmers seeking optimized and efficient agricultural practices.

Breakup by Region:

  • North America
    • United States
    • Canada
  • Europe
    • Germany
    • France
    • United Kingdom
    • Italy
    • Spain
    • Others
  • Asia Pacific
    • China
    • Japan
    • India
    • South Korea
    • Australia
    • Indonesia
    • Others
  • Latin America
    • Brazil
    • Mexico
    • Others
  • Middle East and Africa

North America exhibits a clear dominance in the market

The report has also provided a comprehensive analysis of all the major regional markets, which include North America (the United States and Canada); Europe (Germany, France, the United Kingdom, Italy, Spain, and others); Asia Pacific (China, Japan, India, South Korea, Australia, Indonesia, and others); Latin America (Brazil, Mexico, and others); and the Middle East and Africa. According to the report, North America was the largest regional market for autonomous crop management.

The market is driven by specific factors in different regions. In North America, the United States and Canada contribute to the widespread adoption of advanced agricultural technologies, such as AI and IoT, fueled by the elevating need for greater crop productivity and sustainability to meet the rising global food demands. In Europe, countries like Germany, France, and the United Kingdom focus on precision agriculture to address environmental concerns and promote resource-efficient farming practices. The Asia Pacific region, including China, Japan, and India, has a growing population, leading to a surge in demand for autonomous solutions to improve food security and optimize agricultural outputs. Latin America, represented by Brazil and Mexico, seeks to enhance agricultural productivity and address challenges like labor shortages and climate variability through the use of autonomous systems. The Middle East and Africa region aims to bolster its agricultural sector by adopting technology-driven solutions for water management and crop optimization in arid regions, contributing to the growth of the market for autonomous crop management across the globe.

Competitive Landscape:

The market is experiencing a lower-than-anticipated demand compared to pre-pandemic levels however, this is likely to witness a paradigm shift over the next decade with the integration of high-resolution imaging technologies, such as hyperspectral and multispectral sensors on drones and satellites, which allows comprehensive crop monitoring on a large scale. These innovations empower farmers with detailed insights into plant stress, nutrient deficiencies, and pest infestations, facilitating targeted interventions to optimize crop health and yield. Furthermore, several key players are developing sophisticated autonomous machinery, such as robotic harvesters and intelligent precision planters, to ensure accurate and efficient crop management while minimizing labor requirements. The use of blockchain and IoT technologies has also gained traction, enhancing traceability, transparency, and efficiency in the supply chain, ensuring consumers' access to high-quality and sustainably produced agricultural products. We also expect the market to witness new entrants, consolidation of portfolio and increased collaborations during the forecast period to drive healthy competition within the domain.

The report has provided a comprehensive analysis of the competitive landscape in the market. Detailed profiles of all major companies have also been provided. Some of the key players in the market include:

  • Agrivi
  • Conservis LLC
  • Cropin Technology Solutions Private Limited
  • Croptracker, Inc.
  • CropX Inc.
  • EasyFarm
  • FarmERP (Shivrai Technologies Pvt. Ltd.)
  • International Business Machines Corporation
  • Proagrica (RELX Group)
  • Raven Industries, Inc. (CNH Industrial)
  • Topcon Corporation

Autonomous Crop Management Market Report Scope:

Report Coverage:

Report Features Details
Base Year of the Analysis 2022
 Historical Period 2017-2022
Forecast Period 2023-2028
Units US$ Billion
Scope of the Report Exploration of Historical and Forecast Trends, Industry Catalysts and Challenges, Segment-Wise Historical and Predictive Market Assessment: 
  • Solution
  • Deployment
  • Application
  • Region 
Solutions Covered
  • Software
  • Services: Professional Services, Managed Services
Deployments Covered On-premises, Cloud-based
Applications Covered Crop Tracking and Management, Weather Tracking and Forecasting, Irrigation Management, Labor and Resource Tracking, Others
Regions Covered Asia Pacific, Europe, North America, Latin America, Middle East and Africa
Countries Covered United States, Canada, Germany, France, United Kingdom, Italy, Spain, China, Japan, India, South Korea, Australia, Indonesia, Brazil, Mexico
Companies Covered Agrivi, Conservis LLC, Cropin Technology Solutions Private Limited, Croptracker Inc., CropX Inc., EasyFarm, FarmERP (Shivrai Technologies Pvt. Ltd.), International Business Machines Corporation, Proagrica (RELX Group), Raven Industries Inc. (CNH Industrial), Topcon Corporation, etc.
Customization Scope 10% Free Customization
Report Price and Purchase Option Single User License: US$ 2499
Five User License: US$ 3499
Corporate License: US$ 4499
Post-Sale Analyst Support 10-12 Weeks
Delivery Format PDF and Excel through Email (We can also provide the editable version of the report in PPT/Word format on special request)

Key Questions Answered in This Report:

  • How has the global autonomous crop management market performed so far, and how will it perform in the coming years?
  • What are the drivers, restraints, and opportunities in the global autonomous crop management market?
  • What is the impact of each driver, restraint, and opportunity on the global autonomous crop management market?
  • What are the key regional markets?
  • Which countries represent the most attractive autonomous crop management market?
  • What is the breakup of the market based on the solution?
  • Which is the most attractive solution in the autonomous crop management market?
  • What is the breakup of the market based on the deployment?
  • Which is the most attractive deployment in the autonomous crop management market?
  • What is the breakup of the market based on the application?
  • Which is the most attractive application in the autonomous crop management market?
  • What is the competitive structure of the global autonomous crop management market?
  • Who are the key players/companies in the global autonomous crop management market?

Key Benefits for Stakeholders:

  • IMARC’s report offers a comprehensive quantitative analysis of various market segments, historical and current market trends, market forecasts, and dynamics of the autonomous crop management market from 2017-2028.
  • The research study provides the latest information on the market drivers, challenges, and opportunities in the global autonomous crop management market.
  • The study maps the leading, as well as the fastest-growing, regional markets. It further enables stakeholders to identify the key country-level markets within each region.
  • Porter's five forces analysis assist stakeholders in assessing the impact of new entrants, competitive rivalry, supplier power, buyer power, and the threat of substitution. It helps stakeholders to analyze the level of competition within the autonomous crop management industry and its attractiveness.
  • Competitive landscape allows stakeholders to understand their competitive environment and provides an insight into the current positions of key players in the market. 

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Autonomous Crop Management Market Report by Solution (Software, Services), Deployment (On-premises, Cloud-based), Application (Crop Tracking and Management, Weather Tracking and Forecasting, Irrigation Management, Labor and Resource Tracking, and Others), and Region 2023-2028
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