Smart Agriculture Market Size, Share & Trends Analysis Report By Offering (Hardware, Software, Services), By Application (Precision Farming, Livestock Monitoring, Smart Greenhouse), By Region, And Segment Forecasts, 2025 - 2030

Smart Agriculture Market Summary

Growers see the advantages of greenhouse cultivation, spurring commercial development. They are switching to easily integrated LED grow lights for controlled environment agriculture (CEA). Despite the initial cost, LED's energy efficiency makes them ideal for long-term indoor farming.

Smart agriculture companies are shifting their focus toward the development of equipment that is integrated with advanced sensors and cameras. Key technologies driving the market demand include livestock biometrics, such as RFID, biometrics, and GPS, to help cultivators automatically obtain information regarding livestock in real-time. Furthermore, infrastructural health sensors are used for monitoring material conditions and vibrations in buildings, factories, bridges, farms, and other infrastructure. Coupled with an intelligent network, infrastructural health sensors help provide information to the maintenance team in real-time. In addition, agricultural robots are being used to automate farming processes, such as soil maintenance, weeding, fruit picking, harvesting, planting, plowing, and irrigation, among others.

To sustain profits, farmers are increasingly adopting smarter and more efficient agriculture technologies to deliver high-quality products to the smart agriculture industry in sufficient quantities. Mobile technology aids in offering innovative types and applications that are used across the agricultural value chain.

Machine-to-machine (M2M) applications are particularly suited for the agricultural sector, enabling farmers to monitor equipment, assess the environmental impact on production, precisely manage livestock and crops, and keep track of tractors and other agricultural equipment. M2M is an integral part of IoT, which describes the coordination of multiple devices, appliances, and machines connected to the internet through multiple networks.

Offering Insights

The hardware segment accounted for the largest market share of over 66.0% in 2024 in smart agriculture industry. The hardware segment has further been bifurcated into automation & control systems, HVAC systems, LED grow lights, RFID tags & readers, and sensing devices. Automation & control systems are further segmented into application control devices, milking robots, guidance systems, driverless tractors, mobile devices, remote sensing, variable rate technology, drones, and wireless modules.

The growing automation of raw material production and product manufacturing in the dairy and food industry is likely to drive the milking robots segment in the future. Automation technology has improved milk quality and animal welfare. The rising need to reduce labor costs and improve productivity is expected to positively impact the profitability of the dairy & food processing industries. Factors such as increased milk frequency, efficient management of the herd, cow health, and welfare benefits are driving the demand for milking robots.

The drones sub-segment under the automation & control system is expected to witness the highest growth rate during the forecast period. Several types of drones include hybrid and fixed-wing. Fixed-wing drones comprise a rigid wing having a predetermined airfoil, which aids in their flight by generating lift caused by the drone’s forward airspeed. Forward thrust acquired by a propeller, an electric motor, or an internal combustion engine produces this airspeed.

Rotary blade drones comprise single rotor and multi-rotor type drones that revolve around a fixed mast, which enables them to fly in any direction and hover in one place. Hybrid drones can stay in flight for years at a stretch as they operate on multiple sources of energy. Solar panels mounted on the wings of the hybrid drones provide fuel during the flight.

The software segment is anticipated to grow at fastest CAGR during the forecast period. The proliferation of smartphones and IoT-connected devices in rural areas has expanded the accessibility and functionality of agriculture software. With mobile apps and user-friendly interfaces, even smallholder farmers are beginning to adopt digital solutions to manage their fields, access market prices, and receive alerts on pest outbreaks or adverse weather conditions. The increasing digital literacy among farmers and the widespread penetration of internet services are important enablers for the software segment's rapid adoption in developing regions.

Application Insights

The precision farming segment dominated the market and accounted for a revenue share of over 46.0% in 2024 in the market. The rising use of drones and unmanned aerial vehicles (UAVs) in agricultural monitoring is contributing significantly to precision farming adoption. Drones equipped with multispectral imaging and mapping capabilities provide detailed views of crop health and field variability, helping farmers detect issues early and optimize interventions. As drone technology becomes more affordable and regulations around its usage become more farmer-friendly, its integration into precision farming workflows is becoming commonplace, adding a new dimension to data-driven agriculture.

The smart greenhouse segment is anticipated to grow significantly during the forecast period. The rising focus on urban agriculture and local food production is also propelling the growth of smart greenhouses. As urban populations expand and the distance between production and consumption centers grows, smart greenhouses are being adopted in urban and peri-urban areas to meet local food demands. These systems are well-suited for integration into urban environments due to their compact footprint and ability to produce fresh crops close to consumers, reducing transportation costs and emissions.s

Regional Insights

North America accounted for the largest revenue share of over 43.0% in 2024. The region is an early adopter of technologies. Growing government initiatives and regulations to enhance the agriculture industry in the region are expected to drive the North American regional demand during the forecast period. Various agricultural organizations have come together to form the North America Climate Smart Agriculture Alliance (NACSAA), a platform for educating and equipping the cultivators for sustainable agricultural productivity. With the rising concern for water conservation, governments in North America are actively providing subsidies to enhance the applications of smart irrigation. For instance, the government of California has provided a rebate on smart controllers.

U.S. Smart Agriculture Market Trends

The smart agriculture industry in the U.S. is expected to grow during the forecast period. The rising popularity of vertical farming, smart greenhouses, and indoor agriculture in urban U.S. areas is opening new avenues for smart agriculture technologies. These methods rely heavily on automation, IoT, and AI to control growing environments and maximize output within limited spaces, making them ideal for metropolitan regions. The integration of smart systems in these innovative agricultural models is expanding the scope of the U.S. smart agriculture market beyond traditional farms.

Europe Smart Agriculture Market Trends

The smart agriculture market in the Europe is expected to account for a significant revenue share in the smart agriculture market. Europe’s highly developed digital infrastructure and widespread access to broadband internet in rural areas provide a strong foundation for the deployment of connected agricultural technologies. The availability of high-speed connectivity enables real-time monitoring of fields, machinery, and livestock, making it easier for farmers to leverage IoT, AI, and big data analytics for informed decision-making. This digital readiness supports the expansion of precision farming, smart irrigation systems, and autonomous machinery throughout the continent. 

The smart agriculture market in Germany is expected to account for a significant revenue share in the European smart agriculture market. Germany’s robust R&D ecosystem is another key driver of the smart agriculture market. The country hosts numerous agricultural research institutions, agri-tech startups, and collaborations between academia and the private sector. Initiatives such as Smart Agriculture Made in Germany promote the development and export of innovative farming technologies, while substantial government and EU funding support experimentation and scalability of digital solutions in agriculture.

Asia Pacific Smart Agriculture Market Trends

Asia Pacific is expected to witness significant growth over the forecasted period. The region is expected to witness a CAGR of over 16.0% from 2025 to 2030. Government initiatives and policy support are also major catalysts for growth. Programs like India's Digital Agriculture Mission, China's Smart Agriculture Development Plan, and Japan’s Society 5.0 vision are pushing for greater integration of AI, robotics, and big data in farming practices. These policies are not only encouraging technology adoption but also offering subsidies, training programs, and infrastructure development to support digitized farming ecosystems.

The smart agriculture market in China is expected to account for a significant revenue share in the Asia Pacific smart agriculture market. The country’s expanding e-commerce and agri-food export sectors are pushing the need for enhanced traceability and quality control. Smart agriculture technologies provide the ability to monitor and document every stage of the crop lifecycle, from seed to shelf. This traceability is becoming a key value differentiator in domestic and global markets, especially in the context of food safety regulations and consumer demand for transparency.

Key Smart Agriculture Company Insights

Some of the key players operating in the market include Trimble, Inc., AGCO Corporation, and Deere and Company, among others are some of the leading participants in the smart agriculture industry.

• AGCO Corporation is a U.S.-based agriculture equipment manufacturer. The company develops and sells products and solutions such as tractors, combines, foragers, hay tools, self-propelled sprayers, smart farming technologies, seeding equipment, and tillage equipment.

• Deere & Company is engaged in the manufacturing & construction of agricultural and forestry machinery, drivetrains, and diesel engines for heavy equipment, and lawn care machinery. Additionally, the Company also manufactures and provides other heavy manufacturing equipment. The company serves diverse industries such as agriculture, forestry, construction, landscaping & grounds care, engines & drivetrain, government and military, and sports turf.

Prospera Technologies and Agrible, Inc. are some of the emerging market participants in the market.

• Prospera Technologies is a global service provider of agriculture technology for managing and optimizing irrigation and crop health. The company provides AI-based sensors and cameras that aid farmers in crop monitoring.

• Agrible is a U.S.-based agriculture solution provider. The company helps customers in more than 30 countries optimize water use, crop protection, fertilization, fieldwork, research trials, food supply chains, and sustainability initiatives.

Recent Developments

• In April 2025, Farmers Edge Inc. partnered with Taurus Ag Marketing Inc. to expand access to high-quality soil testing solutions across Canada. Taurus will improve the availability of advanced lab services, delivering industry-leading turnaround times and tailored insights to support data-driven decisions for growers, agronomists, and agri-businesses.

• In July 2023, Deere & Company announced the acquisition of Smart Apply, Inc. The company planned to leverage Smart Apply’s precision spraying to assist growers in addressing the challenges associated with input costs, labor, regulatory requirements, and environmental goals.

• In May 2023, AgEagle Aerial Systems Inc. announced that it had entered into a 2-year supply agreement with Wingtra AG. This agreement is intended to secure the supply of RedEdge-P sensor kits for incorporation with WingtraOne VTOL drones. This is specifically resourceful for those seeking to benefit materially from unparalleled, high precision, and plant-level detail in commercial agriculture, environmental research, forestry, and water management applications.

• In April 2023, AGCO Corporation announced a strategic collaboration with Hexagon for the expansion of AGCO’s factory-fit and aftermarket guidance offerings. The new guidance system was planned to be commercialized as Fuse Guide on Valtra and Massey Ferguson tractors.

• In February 2023, Topcon Agriculture unveiled the launch of Transplanting Control, an exceptional guidance control solution for specialty farmers. This turnkey solution was designed to boost efficiency, reduce labor, and proliferate production. Further, it delivers GNSS-driven guidance, autosteering & control, thereby proving advantageous for the growers of perennial trees, vegetables, and fruits.

• In January 2023, ASI Logistics, in collaboration with SICK, Inc., announced the successful implementation of autonomous yard truck operations. In this collaboration, ASI Logistics leveraged its groundbreaking Vehicle Automation Kit (VAK) along with the industry-leading LiDAR systems of SICK.

Smart Agriculture Market Report Scope

Global Smart Agriculture Market Report Segmentation

This report forecasts revenue growth at global, regional, and country levels and provides an analysis of the latest industry trends in each of the sub-segments from 2018 to 2030. For this study, Grand View Research has segmented the global smart agriculture market report based on offering, application, and region.

• Offering Outlook (Revenue, USD Million, 2018 - 2030)

  • Hardware

    • Automation & Control Systems

      • Drones

      • Application Control Devices

      • Guidance System

        • GPS

        • GIS

      • Remote Sensing

        • Handheld

        • Satellite Sensing

      • Driverless Tractors

      • Mobile Devices

      • VRT

        • Map-based

        • Sensor-based

      • Wireless Modules

        • Bluetooth Technology

        • Wi-Fi Technology

        • Zigbee Technology

        • RF Technology

      • Milking Robots

    • Sensing Devices

      • Soil Sensor

        • Nutrient Sensor

        • Moisture Sensor

        • Temperature Sensor

      • Water Sensors

      • Climate Sensors

      • Others

    • HVAC System

    • LED Grow Light

    • RFID Tags & Readers

  • Software

    • Web-based

    • Cloud-based

  • Services

    • System Integration & Consulting

    • Maintenance & Support

    • Managed Types

      • Data Types

      • Analytics Types

      • Farm Operation Types

    • Assisted Professional Types

      • Supply Chain Management Types

      • Climate Information Types

• Application Outlook (Revenue, USD Million, 2018 - 2030)

  • Precision Farming

    • Yield Monitoring

      • On-Farm

      • Off-Farm

    • Field Mapping

    • Crop Scouting

    • Weather Tracking & Forecasting

    • Irrigation Management

    • Inventory Management

    • Farm Labor Management

  • Livestock Monitoring

    • Milk Harvesting

    • Breeding Management

    • Feeding Management

    • Animal Comfort Management

    • Others

  • Smart Greenhouse

    • Water & Fertilizer Management

    • HVAC Management

    • Yield Monitoring

    • Others

  • Others

• Regional Outlook (Revenue, USD Million, 2018 - 2030)

  • North America

    • U.S.

    • Canada

    • Mexico

  • Europe

    • UK

    • Germany

    • France

    • Netherlands

    • Russia

  • Asia Pacific

    • China

    • India

    • Japan

    • Australia

    • Singapore

  • Latin America

    • Brazil 

  • Middle East & Africa

    • UAE

    • Turkey

Smart Agriculture