Global Digital Agriculture Market is segmented by Application (Farming_ Agriculture_ Crop Production_ Livestock Management_ Optimizing Agricultural Practices), Type (Precision Agriculture_ Farm Management Software_ Agricultural Drones_ Remote Sensing_ Livestock Monitoring), and Geography (North America_ LATAM_ West Europe_Central & Eastern Europe_ Northern Europe_ Southern Europe_ East Asia_ Southeast Asia_ South Asia_ Central Asia_ Oceania_ MEA)

Artificial intelligence is deployed in agriculture mainly in field, livestock, and indoor farming in 2019. Field farming is the main farming type where AI is used in agriculture, with a market share of more than ***. The overall AI in agriculture market had a size of almost *** billion U.S. dollars in 2019 and is forecast to grow to more than *** billion U.S. dollars by 2024.

Global Urea for Agriculture Market is segmented by Application (Agriculture), Type (Fertilizers), and Geography (North America_ LATAM_ West Europe_Central & Eastern Europe_ Northern Europe_ Southern Europe_ East Asia_ Southeast Asia_ South Asia_ Central Asia_ Oceania_ MEA)

• E-commerce of Agricultural Products Market Scope:

The report on E-commerce of Agricultural Products Market offers in-depth analysis on market trends, drivers, restraints, opportunities etc. Along with qualitative information, this report include the quantitative analysis of various segments in terms of market share, growth, opportunity analysis, market value, etc. for the forecast years. The global e-commerce of agricultural products market is segmented on the basis of type, application and geography.

The worldwide market for E-commerce of Agricultural Products Market is expected to grow at a CAGR of roughly x.x% over the next ten years and will reach US$ XX.X Mn in 2028, from US$ XX.X Mn in 2018, according to a new Market.us (Prudour Research) study. Read More

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Regenerative Agriculture Market Size 2025-2029

The regenerative agriculture market size is forecast to increase by USD 1.11 billion, at a CAGR of 13.5% between 2024 and 2029.

The market is gaining momentum due to escalating environmental concerns, driven by the increasing recognition of the role agriculture plays in mitigating climate change and enhancing ecosystem health. This shift in awareness is further propelled by government initiatives and policies worldwide, promoting sustainable farming practices. However, the market faces challenges, primarily due to the limited understanding and education among farmers regarding the benefits and implementation of regenerative agriculture. This knowledge gap hampers the widespread adoption of these practices, despite their long-term potential to improve soil health, increase biodiversity, and reduce greenhouse gas emissions. To capitalize on the market opportunities and navigate these challenges effectively, companies must invest in educational programs and collaborate with farming communities to promote the adoption of regenerative agriculture.
By addressing the knowledge gap and fostering a culture of sustainability, businesses can contribute to a more resilient agricultural sector and help mitigate the environmental challenges facing our planet.

What will be the Size of the Regenerative Agriculture Market during the forecast period?

Explore in-depth regional segment analysis with market size data - historical 2019-2023 and forecasts 2025-2029 - in the full report.
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The market continues to evolve, driven by the growing demand for sustainable farming practices that prioritize soil health, circular economy principles, and climate change mitigation. Soil testing plays a crucial role in this dynamic landscape, providing farmers with valuable insights to optimize nutrient management and improve overall soil fertility. Market access is another critical factor, as farmers seek to connect with consumers and buyers who value the environmental and health benefits of regenerative agriculture. Circular economy principles are increasingly integrated into regenerative agriculture, with a focus on manure management, phosphorus cycling, and nutrient recycling. Rural development is also a significant consideration, as regenerative agriculture offers opportunities for economic viability and sustainable livelihoods in rural communities.

Sustainability reporting and environmental certification programs help to ensure transparency and accountability in the sector, while policy support from governments and organizations continues to shape the market's direction. Weed control, pest management, and pasture management are ongoing challenges that require innovative solutions, such as sustainable agriculture practices and the integration of livestock. Waste management and water conservation are essential components of regenerative agriculture, with farmers exploring new ways to reduce their environmental impact and improve efficiency. Climate change mitigation is a key driver of market activity, as farmers seek to adopt practices that sequester carbon and reduce greenhouse gas emissions.

Data analytics, precision agriculture, and renewable energy are emerging technologies that offer significant potential for improving the economic viability and sustainability of regenerative agriculture. Farm management software, GPS technology, variable rate technology, and yield monitoring are just a few of the tools that farmers are using to optimize their operations and reduce their environmental footprint. In this continuously evolving market, the focus on sustainability, circular economy principles, and climate change mitigation is driving innovation and growth across various sectors. From soil health to food security, the potential benefits of regenerative agriculture are vast and far-reaching.

How is this Regenerative Agriculture Industry segmented?

The regenerative agriculture industry research report provides comprehensive data (region-wise segment analysis), with forecasts and estimates in 'USD million' for the period 2025-2029, as well as historical data from 2019-2023 for the following segments.

Benefit

  Carbon sequestration
  Nutrient cycling
  Biodiversity


Method

  Aquaculture
  Agroecology
  Agroforestry
  Silvopasture
  Others


Type

  Livestock farming
  Agroforestry-based farming
  Arable crop farming
  Mixed farming


Geography

  North America

    US
    Canada


  Europe

    France
    Germany
    Italy
    UK


  Middle East and Africa

    UAE


  APAC

    China
    India
    Japan
    South Korea


  South America

    Brazil


  Rest of World (ROW)

By Benefit Insights

The carbon sequestration segment is estimated to witness significant growth during the forecast period.

Regenerative agriculture, an environmentally sustainable approach to fa

The global AR in agriculture market size reached USD 2.1 Million in 2024. Looking forward, IMARC Group expects the market to reach USD 20.4 Million by 2033, exhibiting a growth rate (CAGR) of 28.91% during 2025-2033. The widespread adoption of precision farming techniques to improve crop yields and farming efficiency, the rising demand for real-time, and location-specific data to maximize yields, and the advent of next-generation AR devices represent some of the key factors driving the market.

IMARC Group provides an analysis of the key trends in each segment of the global AR in agriculture market report, along with forecasts at the global, regional, and country levels from 2025-2033. Our report has categorized the market based on solution and application.

• Agriculture Drone Market Scope:

The report on Global Agriculture Drone Market offers in-depth analysis on market trends, drivers, restraints, opportunities etc. Along with qualitative information, this report include the quantitative analysis of various segments in terms of market share, growth, opportunity analysis, market value, etc. for the forecast years. The Global agriculture drone Market is segmented on the basis of type, application, and geography.

The Global Agriculture Drone Market was valued at US$ XX.X Mn in 2018 and is projected to increase significantly at a CAGR of x.x% from 2019 to 2028. Read More

The industries operating in the agricultural sector are involved in crop cultivation and livestock farming. Their most important products include cereals, oilseeds, potatoes, vegetables, raw milk, animals for slaughter and eggs. In the current year, turnover in the sector is expected to increase by 4.7%, totalling 61.3 billion euros. Between 2019 and 2024, it was subject to significant fluctuations and only increased by an average of 0.7% per year. This was due to fluctuating crop yields and producer prices for the aforementioned agricultural commodities, depending on the marketing year. Cereal and potato cultivation, for example, recorded poor harvests, particularly in 2020 due to the heatwave at that time. In contrast, pig farming benefited from growing demand for pork in Asia in 2019. Dairy cow farming achieved high sales in 2022 due to rising producer prices.The war in Ukraine and the reciprocal sanctions between the European Union and Russia continue to characterise the economic situation in German agriculture. Ukraine is one of the largest exporters of grain and Russia is one of the largest exporters of fertilisers. As a result of the war, both wheat and milk prices as well as the cost of fertilisers, natural gas and fuel have risen sharply. In the current year, both prices and costs are falling. The high production costs are an enormous burden for all sectors, partly because they cannot pass them on directly to the consumer markets.In the future, climatic conditions with increasing temperatures and water shortages as well as rising input prices will have a strong impact on the agricultural sector. Nevertheless, turnover in the sector is expected to grow by an average of 0.5% over the next five years to €62.8 billion in 2029. This is due to rising producer prices for agricultural products, growing global demand for German agricultural commodities, increasing health and environmental awareness as well as increased demand for regional and organic products. As part of the reorganisation of the European Union's Common Agricultural Policy, organic farming in particular is likely to increase its turnover, as agricultural subsidies will increasingly be linked to compliance with sustainability criteria.

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AI In Agriculture Market Size 2025-2029

The AI in agriculture market size is valued to increase by USD 3.09 billion, at a CAGR of 20.4% from 2024 to 2029. Imperative for increased food production and yield enhancement will drive the AI in agriculture market.

Major Market Trends & Insights

North America dominated the market and accounted for a 34% growth during the forecast period.
By Component - Software segment was valued at USD 427.90 billion in 2023
By Technology - Machine learning segment accounted for the largest market revenue share in 2023

Market Size & Forecast

Market Opportunities: USD 431.68 million
Market Future Opportunities: USD 3090.40 million
CAGR from 2024 to 2029 : 20.4%

Market Summary

The agriculture industry is increasingly embracing artificial intelligence (AI) to enhance food production and improve yields, driven by the pressing need to feed a growing global population. This shift is marked by the acceleration towards full autonomy and specialized robotics in farming. AI solutions enable real-time monitoring of crop health, predictive analysis of weather patterns, and automated irrigation systems, resulting in significant efficiency gains. For instance, a leading agricultural technology company implemented an AI-powered system that optimized irrigation, reducing water usage by 20% and increasing crop yield by 15%. Precision agriculture techniques, including GPS technology in planting and spraying, are becoming increasingly popular for water conservation and optimizing resource usage.
However, the high cost of implementation and uncertain return on investment pose challenges to the widespread adoption of AI in agriculture. Despite these hurdles, the potential benefits, including increased operational efficiency, compliance with environmental regulations, and improved crop quality, make AI a compelling investment for forward-thinking farmers and agribusinesses.

What will be the Size of the AI In Agriculture Market during the forecast period?

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How is the AI In Agriculture Market Segmented ?

The AI in agriculture industry research report provides comprehensive data (region-wise segment analysis), with forecasts and estimates in 'USD million' for the period 2025-2029, as well as historical data from 2019-2023 for the following segments.

Component

  Software
  Hardware
  Services


Technology

  Machine learning
  Predictive analytics
  Computer vision


Application

  Precision farming
  Drone analytics
  Livestock monitoring
  Agriculture robotics
  Labor Management


Geography

  North America

    US
    Canada


  Europe

    France
    Germany
    The Netherlands
    UK


  APAC

    Australia
    China
    India
    Japan


  Rest of World (ROW)

By Component Insights

The software segment is estimated to witness significant growth during the forecast period.

The market is witnessing significant growth, with the software segment leading the charge. This segment encompasses platforms, applications, and algorithms that convert raw data into valuable insights for farmers. Machine learning algorithms, a critical component of this segment, are revolutionizing agriculture through predictive analytics. Farmers can now forecast crop yields, anticipate disease outbreaks, and optimize harvest times using historical and real-time data. Deep learning, a more advanced subset of machine learning, powers computer vision applications, enabling weed detection, crop health monitoring, and precision spraying. The market is further bolstered by the integration of IoT in agriculture, drone-based surveillance, soil moisture sensors, and GPS-guided machinery.

A notable example of the market's potential is the reduction of water usage efficiency by up to 20% through irrigation scheduling systems and precision farming techniques. The future of agriculture lies in data-driven decision making, with the continuous deployment of sensor networks, predictive maintenance models, and livestock monitoring systems.

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The Software segment was valued at USD 427.90 billion in 2019 and showed a gradual increase during the forecast period.

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Regional Analysis

North America is estimated to contribute 34% to the growth of the global market during the forecast period.Technavio's analysts have elaborately explained the regional trends and drivers that shape the market during the forecast period.

See How AI In Agriculture Market Demand is Rising in North America Request Free Sample

The market is experiencing significant growth and transformation, with North America leading the charge. This region, comprising the United States and Canada, is home to large-scale farming operations that require operational efficiency gains and cost reductions to remain competitive. High labor cost

This BCC Research report determines the specific applications and forecasts global market demand for agricultural biotechnology products over the five-year period from 2014 to 2019.

• Agriculture Equipment Market Scope:

Global Agriculture Equipment Market is estimated to be valued US$ XX.X million in 2019. The report on Agriculture Equipment Market provides qualitative as well as quantitative analysis in terms of market dynamics, competition scenarios, opportunity analysis, market growth, etc. for the forecast year up to 2029. The global agriculture equipment market is segmented on the basis of type, application, and geography.

In 2019, the North America market is valued US$ XX.X million and the market share is estimated X.X%, and it is expected to be US$ XX.X million and X.X% in 2029, with a CAGR X.X% from 2020 to 2029. Read More

Global Factory Agriculture Market is segmented by Application (Governments_ Military Forces_ Defense Contractors), Type (Defense_ Aerospace_ Military), and Geography (North America_ LATAM_ West Europe_Central & Eastern Europe_ Northern Europe_ Southern Europe_ East Asia_ Southeast Asia_ South Asia_ Central Asia_ Oceania_ MEA)

The global market for agricultural biotechnology products should grow from $50.5 billion in 2019 to $72.2 billion by 2024 with a compound annual growth rate (CAGR) of 7.4% for the period of 2019-2024.

The global agricultural inputs market is poised for robust growth, driven by the increasing demand for food to feed a burgeoning global population and the necessity for enhanced crop yields. With a projected market size of approximately USD 350 billion in 2025 and an estimated Compound Annual Growth Rate (CAGR) of 5.8% through 2033, the sector is on a strong upward trajectory. Key drivers include the adoption of advanced farming techniques, the development of more potent and sustainable fertilizers, improved seed varieties offering higher resistance to pests and diseases, and a growing emphasis on precision agriculture. The rising awareness among farmers regarding the benefits of these inputs in maximizing farm productivity and profitability is a significant catalyst for market expansion. Furthermore, government initiatives promoting agricultural modernization and food security are expected to further bolster market demand. The market is segmented into fertilizers, seeds, and pesticides, each playing a crucial role in optimizing agricultural output. While traditional fertilizers continue to be a cornerstone, there's a noticeable shift towards specialized and organic formulations driven by environmental concerns and regulatory pressures. The seed segment benefits from advancements in biotechnology and genetic modification, leading to higher-yielding and more resilient crops. The pesticide segment is witnessing innovation in developing targeted and eco-friendly solutions. Geographically, the Asia Pacific region, particularly China and India, is expected to lead market growth due to its vast agricultural land, significant farmer base, and increasing adoption of modern farming practices. North America and Europe, while mature markets, will continue to be significant contributors, driven by technological advancements and a focus on sustainable agriculture. Challenges such as fluctuating raw material prices and stringent environmental regulations in certain regions might temper growth, but the overarching demand for efficient food production will ensure sustained market vitality. This report provides an in-depth analysis of the global agricultural inputs market, covering the historical period from 2019 to 2024, the base and estimated year of 2025, and a comprehensive forecast for the period 2025-2033. The market is segmented by application, type, and includes an analysis of industry developments. With an estimated market size of $750,000 million in 2025, the agricultural inputs sector is poised for significant evolution.

Agricultural Surfactants Market Focus on Type (Anionic, Cationic, Nonionic, Amphoteric), Market Size & Agricultural Surfactants Market Share, Market Trends, Market Analysis, Market Forecast.

Agricultural pheromones market focuses on species type (codling moth and gypsy moth), and application (detection & monitoring and control and kill). As per BIS Research, agricultural pheromones market analysis is expected to grow at a CAGR of 14.0% during the forecast period from 2019 to 2024.

The global smart farming market size was valued at USD 25.93 Billion in 2024. Looking forward, IMARC Group estimates the market to reach USD 101.14 Billion by 2033, exhibiting a CAGR of 15.10% during 2025-2033. North America currently dominates the market, holding a significant market share of over 43.7% in 2024. The market is expanding due to rising demand for precision agriculture, AI-based crop monitoring, and IoT-integrated systems. Moreover, labor shortages, sustainability goals, and growing investments in automation, and connected farm technologies across diverse agricultural landscapes are impelling the market growth.

IMARC Group provides an analysis of the key trends in each segment of the global smart farming market, along with forecasts at the global, regional, and country levels from 2025-2033. The market has been categorized based on agriculture type, software, service, solution, and application.

Detailed overview of the global precision farming market. Analyses of the global market trends with data from 2018, estimates for 2019, and projections of compound annual growth rates (CAGRs) through 2024

Agriculture Technology as a Service Market Size:

The global agriculture technology as a service market size reached USD 2.3 Billion in 2024. Looking forward, IMARC Group expects the market to reach USD 9.1 Billion by 2033, exhibiting a growth rate (CAGR) of 16.01% during 2025-2033. The market is experiencing steady growth driven by the increasing global demand for food due to population growth, the rising need for sustainable farming practices amidst rising environmental concerns, and the growing awareness among farmers of the benefits of integrating technology into their farming practices.

Agriculture Technology as a Service Market Analysis:

• Market Growth and Size: The global market is experiencing rapid growth, fueled by the rising demand for precision agriculture and sustainable farming practices. With a growing global population and heightened environmental concerns, the market is poised for significant expansion, driven by the need for more efficient and productive agricultural methods.
• Technological Advancements: Advances in IoT, AI, and remote sensing are key drivers in this market. The integration of these technologies facilitates real-time monitoring and management of agricultural activities, enhancing crop yields and efficiency. The adoption of big data and analytics in agriculture is also pivotal, enabling better decision-making through the analysis of diverse data sets.
• Industry Applications: This market finds applications across various agricultural sectors, including crop monitoring, farm management, and predictive analytics for yield optimization. The technology serves large-scale agribusinesses and small and medium-sized farms, helping to bridge technological gaps and improve overall agricultural productivity.
• Key Market Trends: A significant trend in this market is the shift towards service-based models, offering technology solutions on a subscription basis. This approach makes advanced technologies more accessible to a wider range of farmers. Additionally, the focus on sustainable and precision farming practices is a major trend, aligning with global environmental and food security goals.
• Geographical Trends: The market shows strong growth in regions such as North America and Europe, where there is high adoption of advanced technologies and supportive government policies. However, Asia-Pacific is emerging as a fast-growing market, due to its large agricultural sector and increasing technological adoption.
• Competitive Landscape: The market is characterized by a mix of established technology companies and emerging startups. Competition is centered around innovation and partnerships, with companies constantly striving to offer more efficient and cost-effective solutions.
• Challenges and Opportunities: One major challenge is the high initial cost and complexity of advanced agricultural technologies, which can be a barrier for small-scale farmers. However, this challenge presents an opportunity for service-based models and government subsidies to play a role in democratizing access to these technologies. There is also significant potential in developing regions, where technology adoption is just beginning to take off, offering vast opportunities for market expansion.

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Agriculture Technology as a Service Market Trends:

Rising demand for precision agriculture

The global market is experiencing significant growth, primarily driven by the increasing adoption of precision agriculture techniques. This approach utilizes data-driven insights and advanced technologies such as IoT, AI, and remote sensing to optimize farm operations, leading to increased crop yields and efficiency. Additionally, the integration of these technologies helps in precise monitoring and management of farm activities, reducing resource wastage and enhancing overall productivity. This trend is further fueled by the growing need for sustainable farming practices amidst rising environmental concerns and the pressing challenge of feeding a rapidly growing global population. As farmers and agribusinesses seek more efficient and effective ways to manage their operations, the demand for technology solutions that can provide real-time, actionable insights is rising, thereby propelling the market.

Government initiatives and support

Another key factor driving the market is the proactive role of governments worldwide in promoting agricultural technology. Various governments are implementing policies and providing subsidies to encourage the adoption of advanced agricultural technologies. This support is essential in helping farmers overcome the high initial costs associated with these technologies. Initiatives such as grants for precision farming equipment, funding for research and development in agricultural technologies, and education programs for farmers on the benefits of technology adoption are instrumental in this growth. Such government interventions are enabling the modernization of agriculture and ensuring food security and sustainability. Consequently, these efforts are substantially contributing to the expansion of the market, as more farmers and agribusinesses gain access to and invest in advanced technological solutions.

Integration of Big Data and analytics

The integration of big data and analytics in agriculture is revolutionizing the sector and significantly contributing to the growth of the market. By harnessing the power of big data, farmers and agribusinesses can make more informed decisions, leading to improved crop yields and operational efficiencies. In addition, data analytics enables the analysis of a vast array of information, from soil health and weather patterns to crop health and market trends, allowing for precision in farming practices. This technology is pivotal in identifying patterns and predicting outcomes, thus reducing risks and uncertainties associated with farming. Moreover, the ability to analyze and interpret large volumes of data is becoming increasingly important in the agricultural sector, driving the demand for solutions that offer these capabilities. This trend reflects the growing recognition of data-driven decision-making as a critical component in modern agriculture.

Agriculture Technology as a Service Industry Segmentation:

IMARC Group provides an analysis of the key trends in each segment of the market, along with forecasts at the global, regional, and country levels for 2025-2033. Our report has categorized the market based on service type, technology, pricing, and application.

Breakup by Service Type:

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• Software-as-a-Service (SaaS)
• Equipment-as-a-Service (EaaS)
  

Software-as-a-Service (SaaS) accounts for the majority of the market share

The report has provided a detailed breakup and analysis of agriculture technology as a service market based on the service type. This includes software-as-a-service (SaaS) and equipment-as-a-service (EaaS). According to the report, software-as-a-service (SaaS) represented the largest segment.

The Software-as-a-Service (SaaS) segment holds

The global agricultural microbial market size reached USD 10.6 Billion in 2024. Looking forward, IMARC Group expects the market to reach USD 25.6 Billion by 2033, exhibiting a growth rate (CAGR) of 9.79% during 2025-2033. The market is experiencing significant growth driven by increasing pressure from the consumer and regulatory agency for sustainable farming practices, heightening demand to improve the yields in farming and food production to feed a rising population, and escalating awareness and stringent policy on the impact of chemical inputs such as pesticides and fertilizers.

IMARC Group provides an analysis of the key trends in each segment of the market, along with forecasts at the global, regional, and country levels for 2025-2033. Our report has categorized the market based on type, formulation, application method, function, and crop type.