Farm Management Software and Data Analytics Market - A Global and Regional Analysis: Focus on Application, Product, and Country-Wise Analysis - Analysis and Forecast, 2022-2027
Global Farm Management Software and Data Analytics Market Industry Overview
The global farm management software and data analytics market was valued at $3.56 billion in 2022, which is expected to grow with a CAGR of 15.39% and reach $7.28 billion by 2027. Farm management software and data analytics solutions aim at increasing the ease of farm operations for farmers. This software increases transparency in the field and decreases the chances of crop failure. Through farm management software, a farmer has complete information on all field activities, which can be managed through software accessed through a mobile phone or a tablet. Some of the primary benefits related to farm management software and data analytic solutions in the agricultural field include yield monitoring and field mapping, crop scouting, weather tracking and forecasting, irrigation management, and farm economics.
Market Lifecycle Stage
The farm management software and data analytics market is in a growth phase. Since 2010, the adoption of farm management software and data analytic solutions has increased, especially by medium and large-scale farmers. Increased awareness regarding the benefits of farm management software has increased the adoption rate of these solutions. High technological advancement in some regions of the world is another driver toward the adoption of farm management software and data analytic solutions by farmers.
Impact
- Traditionally, software in agriculture was popularly installed on-premises, where users had to build servers, install applications, and configure them. Since 2015, the trend of the on-cloud delivery model has risen, allowing farmers and other users to access the software in a subscription model, such as a service where users pay on a rental or pay-per-use basis.
- Recently, many companies have started developing innovative technologies such as 3D printing, blockchain, and artificial intelligence. The global agriculture industry has witnessed significant changes in the past decades, especially with the introduction of artificial intelligence to improve crop yield.
The pandemic has led to economic instability worldwide, and the GDP for all countries declined in 2020. The global agriculture industry and food supply chains have been affected the most due to travel restrictions and continuous lockdowns by the government of mostly all countries. Due to international trade disturbance, farmers have faced a shortage of agricultural inputs like seeds, fertilizer, and pesticides. Farmers worldwide could not perform agricultural activities, leading to decreased global agricultural production. All these factors significantly hindered the growth and development of the global farm management software and data analytics market. The global farm management software and data analytics market saw a significant dip in 2020. Upon analyzing the global situation of COVID-19 in different regions, the market started normalizing in 2022.
Market Segmentation:
Segmentation 1: by Application
- Precision Farming
- Livestock Management
- Aquaculture
- Forestry
Segmentation 2: by Product
- On-Cloud Software
- On-Premise Software
Segmentation 3: by Service Provider
- System Integration and Consulting
- Maintenance and Support
- Managed Services
Segmentation 4: by Region
- North America - U.S., Canada, and Mexico
- Europe - Germany, France, Netherlands, Italy, Spain, Belgium, Switzerland, Greece, Ukraine, and Turkey
- China
- U.K.
- Asia-Pacific - India, Japan, Australia, and Rest-of-Asia-Pacific
- Middle East and Africa
- South America
Recent Developments in Global Farm Management Software and Data Analytics Market
- In May 2022, JCA Industries, a leader in developing autonomous software for agricultural machines, implementing controls, and electronic system components, was acquired by AGCO Corporation.
- In September 2022, AGRIVI partnered with Genome Technologies. This partnership aimed to provide premium digital agriculture solutions to East African countries, mainly in Kenya. This would strengthen its presence in the East Africa region.
- In May 2022, EOS Data Analytics uses AWS solutions to enhance AI-powered satellite imagery analytics for crop monitoring and near-real-time farm management. This opportunity would support EOS Data Analytics to create satellite-powered farm management software and data analytics solutions for informed crop-growing decisions to help users boost farm productivity and profitability.
- In March 2022, BASF launched an open innovation platform called AgroStart to inspire new digital solutions for agriculture. The company launched it in North America with future collaboration expansions in Europe and Asia-Pacific.
Following are the demand drivers for the farm management software and data analytics market:
- Increasing Demand for food
- Need to Reduce Crop Losses
- Decreasing Workforce Availability
- Need for Automation and Mechanization
- Increased Government Support
- Threat to Farm Data Security Leading to Low Investments
- Technological Challenges Impede the Development
- Complexities Due to Lack of Infrastructure
- Lack of Interoperation Management
Product/Innovation Strategy: The product segment helps the reader in understanding the different types of farm management software for the agriculture industry and their potential globally. Moreover, the study provides the reader with a detailed understanding of the different farm management software and data analytics products by application (precision farming, livestock management, aquaculture, and forestry) and precision farming (yield monitoring and farm mapping, crop scouting, weather tracking and forecasting, irrigation management, and farm economics).
Growth/Marketing Strategy: The global farm management software and data analytics market has seen major development by key players operating in the market, such as business expansion, partnership, collaboration, and joint venture. The favored strategy for the companies has been business expansion to strengthen their positions in the farm management software and data analytics market. For instance, in April 2021, HORSCH LLC. and Trimble Inc. collaborated to develop solutions that enable autonomy in agriculture to build a future for autonomous machines in the industry. In December 2019, Growers Edge Financial, Inc. and CropX announced a strategic partnership that aims to reduce risk and improve farmers' yields.
Competitive Strategy: Key players in the global farm management software and data analytics market analyzed and profiled in the study involve farm management software and data analytics service providers that provide tools and technologies. Moreover, a detailed competitive benchmarking of the players operating in the global farm management software and data analytics market has been done to help the reader understand how players stack against each other, presenting a clear market landscape. Additionally, comprehensive competitive strategies such as partnerships, agreements, and collaborations will aid the reader in understanding the untapped revenue pockets in the market.
Key Market Players and Competition Synopsis
The companies that are profiled have been selected based on inputs gathered from primary experts and analyzing the company's coverage, product portfolio, and market penetration.
The top segment players who are leading include farm management software and data analytics service providers, which capture around 31.6% of the presence in the market.
Key Companies Profiled
- Accenture
- AGCO Corporation
- Ag Leader Technology
- AGRIVI
- Amazon Web Services, Inc.
- BASF SE
- Climate LLC
- CNH Industrial N.V.
- Deere & Company
- Granular Inc.
- Hexagon Agriculture
- IBM Corporation
- Kubota Corporation
- Microsoft Corporation
- PrecisionHawk, Inc.
- Proagrica
- Semios
- Syngenta AG
- Trimble Inc.
- Yara International ASA
- OneSoil
- Terraview Pte. Ltd.
- Vidacycle
- Vinelytics LLC
The global farm management software and data analytics market was valued at $3.56 billion in 2022, which is expected to grow with a CAGR of 15.39% and reach $7.28 billion by 2027. Farm management software and data analytics solutions aim at increasing the ease of farm operations for farmers. This software increases transparency in the field and decreases the chances of crop failure. Through farm management software, a farmer has complete information on all field activities, which can be managed through software accessed through a mobile phone or a tablet. Some of the primary benefits related to farm management software and data analytic solutions in the agricultural field include yield monitoring and field mapping, crop scouting, weather tracking and forecasting, irrigation management, and farm economics.
Market Lifecycle Stage
The farm management software and data analytics market is in a growth phase. Since 2010, the adoption of farm management software and data analytic solutions has increased, especially by medium and large-scale farmers. Increased awareness regarding the benefits of farm management software has increased the adoption rate of these solutions. High technological advancement in some regions of the world is another driver toward the adoption of farm management software and data analytic solutions by farmers.
Impact
- Traditionally, software in agriculture was popularly installed on-premises, where users had to build servers, install applications, and configure them. Since 2015, the trend of the on-cloud delivery model has risen, allowing farmers and other users to access the software in a subscription model, such as a service where users pay on a rental or pay-per-use basis.
- Recently, many companies have started developing innovative technologies such as 3D printing, blockchain, and artificial intelligence. The global agriculture industry has witnessed significant changes in the past decades, especially with the introduction of artificial intelligence to improve crop yield.
The pandemic has led to economic instability worldwide, and the GDP for all countries declined in 2020. The global agriculture industry and food supply chains have been affected the most due to travel restrictions and continuous lockdowns by the government of mostly all countries. Due to international trade disturbance, farmers have faced a shortage of agricultural inputs like seeds, fertilizer, and pesticides. Farmers worldwide could not perform agricultural activities, leading to decreased global agricultural production. All these factors significantly hindered the growth and development of the global farm management software and data analytics market. The global farm management software and data analytics market saw a significant dip in 2020. Upon analyzing the global situation of COVID-19 in different regions, the market started normalizing in 2022.
Market Segmentation:
Segmentation 1: by Application
- Precision Farming
- Livestock Management
- Aquaculture
- Forestry
Segmentation 2: by Product
- On-Cloud Software
- On-Premise Software
Segmentation 3: by Service Provider
- System Integration and Consulting
- Maintenance and Support
- Managed Services
Segmentation 4: by Region
- North America - U.S., Canada, and Mexico
- Europe - Germany, France, Netherlands, Italy, Spain, Belgium, Switzerland, Greece, Ukraine, and Turkey
- China
- U.K.
- Asia-Pacific - India, Japan, Australia, and Rest-of-Asia-Pacific
- Middle East and Africa
- South America
Recent Developments in Global Farm Management Software and Data Analytics Market
- In May 2022, JCA Industries, a leader in developing autonomous software for agricultural machines, implementing controls, and electronic system components, was acquired by AGCO Corporation.
- In September 2022, AGRIVI partnered with Genome Technologies. This partnership aimed to provide premium digital agriculture solutions to East African countries, mainly in Kenya. This would strengthen its presence in the East Africa region.
- In May 2022, EOS Data Analytics uses AWS solutions to enhance AI-powered satellite imagery analytics for crop monitoring and near-real-time farm management. This opportunity would support EOS Data Analytics to create satellite-powered farm management software and data analytics solutions for informed crop-growing decisions to help users boost farm productivity and profitability.
- In March 2022, BASF launched an open innovation platform called AgroStart to inspire new digital solutions for agriculture. The company launched it in North America with future collaboration expansions in Europe and Asia-Pacific.
Following are the demand drivers for the farm management software and data analytics market:
- Increasing Demand for food
- Need to Reduce Crop Losses
- Decreasing Workforce Availability
- Need for Automation and Mechanization
- Increased Government Support
- Threat to Farm Data Security Leading to Low Investments
- Technological Challenges Impede the Development
- Complexities Due to Lack of Infrastructure
- Lack of Interoperation Management
Product/Innovation Strategy: The product segment helps the reader in understanding the different types of farm management software for the agriculture industry and their potential globally. Moreover, the study provides the reader with a detailed understanding of the different farm management software and data analytics products by application (precision farming, livestock management, aquaculture, and forestry) and precision farming (yield monitoring and farm mapping, crop scouting, weather tracking and forecasting, irrigation management, and farm economics).
Growth/Marketing Strategy: The global farm management software and data analytics market has seen major development by key players operating in the market, such as business expansion, partnership, collaboration, and joint venture. The favored strategy for the companies has been business expansion to strengthen their positions in the farm management software and data analytics market. For instance, in April 2021, HORSCH LLC. and Trimble Inc. collaborated to develop solutions that enable autonomy in agriculture to build a future for autonomous machines in the industry. In December 2019, Growers Edge Financial, Inc. and CropX announced a strategic partnership that aims to reduce risk and improve farmers' yields.
Competitive Strategy: Key players in the global farm management software and data analytics market analyzed and profiled in the study involve farm management software and data analytics service providers that provide tools and technologies. Moreover, a detailed competitive benchmarking of the players operating in the global farm management software and data analytics market has been done to help the reader understand how players stack against each other, presenting a clear market landscape. Additionally, comprehensive competitive strategies such as partnerships, agreements, and collaborations will aid the reader in understanding the untapped revenue pockets in the market.
Key Market Players and Competition Synopsis
The companies that are profiled have been selected based on inputs gathered from primary experts and analyzing the company's coverage, product portfolio, and market penetration.
The top segment players who are leading include farm management software and data analytics service providers, which capture around 31.6% of the presence in the market.
Key Companies Profiled
- Accenture
- AGCO Corporation
- Ag Leader Technology
- AGRIVI
- Amazon Web Services, Inc.
- BASF SE
- Climate LLC
- CNH Industrial N.V.
- Deere & Company
- Granular Inc.
- Hexagon Agriculture
- IBM Corporation
- Kubota Corporation
- Microsoft Corporation
- PrecisionHawk, Inc.
- Proagrica
- Semios
- Syngenta AG
- Trimble Inc.
- Yara International ASA
- OneSoil
- Terraview Pte. Ltd.
- Vidacycle
- Vinelytics LLC
- 1 Markets
- 1.1 Industry Outlook
- 1.1.1 Pricing Models
- 1.1.1.1 Bundled Per Acre
- 1.1.1.2 Per Pass/Service
- 1.1.1.3 Percentage of Yield Bump/Gain
- 1.1.2 Break-Even Analysis
- 1.1.2.1 Introduction
- 1.1.2.2 Components of Break-Even Analysis
- 1.1.2.3 Calculation of Break-Even Analysis
- 1.1.2.1 Case Studies
- 1.1.3 Advanced Solutions
- 1.1.3.1 Agriculture Robot-as-a-Service (ARaaS)
- 1.1.3.2 Agriculture Drone-as-a-Service (ADaaS)
- 1.1.4 Government Initiatives Landscape
- 1.1.4.1 North America
- 1.1.4.2 Europe
- 1.1.4.3 U.K.
- 1.1.4.4 Asia-Pacific and Japan
- 1.1.4.5 China
- 1.1.4.6 Rest-of-the-World
- 1.2 Business Dynamics
- 1.2.1 Business Drivers
- 1.2.1.1 Decreasing Agriculture Workforce
- 1.2.1.2 Increasing Area under Permanent Crops
- 1.2.1.3 Increased Yield
- 1.2.1.4 Low Capital Investment for Customers
- 1.2.1.4.1 More Suitable for Small-Scale Farmers
- 1.2.2 Business Challenges
- 1.2.2.1 Cyber and Online Data Security
- 1.2.2.2 Reluctance to Adopt and Lack of Technical Awareness among Farmers
- 1.2.2.3 Limited Infrastructure and Workforce to Provide EaaS Solutions
- 1.2.3 Business Strategies
- 1.2.3.1 Product Development
- 1.2.3.2 Market Development
- 1.2.4 Corporate Strategies
- 1.2.4.1 Mergers and Acquisitions
- 1.2.4.2 Partnerships, Collaborations, and Joint Ventures
- 1.2.4.3 Snapshot of Corporate Strategies Adopted by the Players in the Global Agriculture Technology as a Service Market
- 1.2.5 Business Opportunities
- 1.2.5.1 Companies Providing Bundled Solutions
- 1.2.5.2 Government Support and Environment-Friendly Nature
- 1.2.5.3 Increasing use of AI in Agriculture
- 1.3 COVID-19 Impact on ATaaS Market
- 2 Application
- 2.1 Agriculture Technology-as-a-Service Market (by Application)
- 2.1.1 Yield Mapping and Monitoring
- 2.1.2 Soil Management and Testing
- 2.1.3 Crop Health Monitoring
- 2.1.4 Irrigation
- 2.1.5 Others
- 2.2 Demand Analysis of Global Agriculture Technology-as-a-Service Market (by Application)
- 3 Products
- 3.1 Global Agriculture Technology-as-a-Service Market (by Product)
- 3.1.1 Global Agriculture Technology-as-a-Service Market (by Service Type)
- 3.1.1.1 Software-as-a-Service (SaaS)
- 3.1.1.2 Equipment-as-a-Service (EaaS)
- 3.1.2 Global Agriculture Technology-as-a-Service Market (by Pricing)
- 3.1.2.1 Pay-Per-Use
- 3.1.2.2 Subscription
- 3.2 Demand Analysis of Global Agriculture Technology-as-a-Service Market (by Product)
- 3.2.1 Demand Analysis of Global Agriculture Technology-as-a-Service Market (by Service Type)
- 3.2.2 Demand Analysis of Global Agriculture Technology-as-a-Service Market (by Pricing)
- 4 Region
- 4.1 North America
- 4.1.1 Market
- 4.1.1.1 Key Providers in North America
- 4.1.1.2 Business Drivers
- 4.1.1.3 Business Challenges
- 4.1.2 Application
- 4.1.2.1 North America Agriculture Technology-as-a-Service Market (by Application), $Million, 2021-2027
- 4.1.3 Product
- 4.1.3.1 North America Agriculture Technology-as-a-Service Market (by Service Type), $Million, 2021-2027
- 4.1.3.2 North America Agriculture Technology-as-a-Service Market (by Pricing), $Million, 2021-2027
- 4.1.3.3 U.S.
- 4.1.3.3.1 Market
- 4.1.3.3.1.1 Buyer Attributes
- 4.1.3.3.1.2 Business Challenges
- 4.1.3.3.1.3 Business Drivers
- 4.1.3.4 Application
- 4.1.3.4.1 U.S. Agriculture Technology-as-a-Service Market (by Application), $Million, 2021-2027
- 4.1.3.5 Product
- 4.1.3.5.1 U.S. Agriculture Technology-as-a-Service Market (by Service Type), $Million, 2021-2027
- 4.1.3.5.2 U.S. Agriculture Technology-as-a-Service Market (by Pricing), $Million, 2021-2027
- 4.1.3.6 Canada
- 4.1.3.6.1 Market
- 4.1.3.6.1.1 Buyer Attributes
- 4.1.3.6.1.2 Business Challenges
- 4.1.3.6.1.3 Business Drivers
- 4.1.3.7 Application
- 4.1.3.7.1 Canada Agriculture Technology-as-a-Service Market (by Application), $Million, 2021-2027
- 4.1.3.8 Product
- 4.1.3.8.1 Canada Agriculture Technology-as-a-Service Market (by Service Type), $Million, 2021-2027
- 4.1.3.8.2 Canada Agriculture Technology-as-a-Service Market (by Pricing), $Million, 2021-2027
- 4.1.3.9 Mexico
- 4.1.3.9.1 Market
- 4.1.3.9.1.1 Buyer Attributes
- 4.1.3.9.1.2 Business Challenges
- 4.1.3.9.1.3 Business Drivers
- 4.1.3.10 Application
- 4.1.3.10.1 Mexico Agriculture Technology-as-a-Service Market (by Application), $Million, 2021-2027
- 4.1.3.11 Product
- 4.1.3.11.1 Mexico Agriculture Technology-as-a-Service Market (by Service Type), $Million, 2021-2027
- 4.1.3.11.2 Mexico Agriculture Technology-as-a-Service Market (by Pricing), $Million, 2021-2027
- 4.2 South America
- 4.2.1 Market
- 4.2.1.1 Key Providers in South America
- 4.2.1.2 Business Drivers
- 4.2.1.3 Business Challenges
- 4.2.2 Application
- 4.2.2.1 South America Agriculture Technology-as-a-Service Market (by Application), $Million, 2021-2027
- 4.2.3 Product
- 4.2.3.1 South America Agriculture Technology-as-a-Service Market (by Service Type), $Million, 2021-2027
- 4.2.3.2 South America Agriculture Technology-as-a-Service Market (by Pricing), $Million, 2021-2027
- 4.2.3.3 Brazil
- 4.2.3.3.1 Market
- 4.2.3.3.1.1 Buyer Attributes
- 4.2.3.3.1.2 Business Challenges
- 4.2.3.3.1.3 Business Drivers
- 4.2.3.4 Application
- 4.2.3.4.1 Brazil Agriculture Technology-as-a-Service Market (by Application), $Million, 2021-2027
- 4.2.3.5 Product
- 4.2.3.5.1 Brazil Agriculture Technology-as-a-Service Market (by Service Type), $Million, 2021-2027
- 4.2.3.5.2 Brazil Agriculture Technology-as-a-Service Market (by Pricing), $Million, 2021-2027
- 4.2.3.6 Argentina
- 4.2.3.6.1 Market
- 4.2.3.6.1.1 Buyer Attributes
- 4.2.3.6.1.2 Business Challenges
- 4.2.3.6.1.3 Business Drivers
- 4.2.3.7 Application
- 4.2.3.7.1 Argentina Agriculture Technology-as-a-Service Market (by Application), $Million, 2021-2027
- 4.2.3.8 Product
- 4.2.3.8.1 Argentina Agriculture Technology-as-a-Service Market (by Service Type), $Million, 2021-2027
- 4.2.3.8.2 Argentina Agriculture Technology-as-a-Service Market (by Pricing), $Million, 2021-2027
- 4.2.3.9 Rest-of-South America
- 4.2.3.9.1 Market
- 4.2.3.9.1.1 Buyer Attributes
- 4.2.3.9.1.2 Business Challenges
- 4.2.3.9.1.3 Business Drivers
- 4.2.3.10 Application
- 4.2.3.10.1 Rest-of-South America Agriculture Technology-as-a-Service Market (by Application), $Million, 2021-2027
- 4.2.3.11 Product
- 4.2.3.11.1 Rest-of-South America Agriculture Technology-as-a-Service Market (by Service Type), $Million, 2021-2027
- 4.2.3.11.2 Rest-of-South America Agriculture Technology-as-a-Service Market (by Pricing), $Million, 2021-2027
- 4.3 Europe
- 4.3.1 Market
- 4.3.1.1 Key Providers in Europe
- 4.3.1.2 Business Drivers
- 4.3.1.3 Business Challenges
- 4.3.2 Application
- 4.3.2.1 Europe Agriculture Technology-as-a-Service Market (by Application), $Million, 2021-2027
- 4.3.3 Product
- 4.3.3.1 Europe Agriculture Technology-as-a-Service Market (by Service Type), $Million, 2021-2027
- 4.3.3.2 Europe Agriculture Technology-as-a-Service Market (by Pricing), $Million, 2021-2027
- 4.3.3.3 Germany
- 4.3.3.3.1 Market
- 4.3.3.3.1.1 Buyer Attributes
- 4.3.3.3.1.2 Business Challenges
- 4.3.3.3.1.3 Business Drivers
- 4.3.3.4 Application
- 4.3.3.4.1 Germany Agriculture Technology-as-a-Service Market (by Application), $Million, 2021-2027
- 4.3.3.5 Product
- 4.3.3.5.1 Germany Agriculture Technology-as-a-Service Market (by Service Type), $Million, 2021-2027
- 4.3.3.5.2 Germany Agriculture Technology-as-a-Service Market (by Pricing), $Million, 2021-2027
- 4.3.3.6 France
- 4.3.3.6.1 Market
- 4.3.3.6.1.1 Buyer Attributes
- 4.3.3.6.1.2 Business Challenges
- 4.3.3.6.1.3 Business Drivers
- 4.3.3.7 Application
- 4.3.3.7.1 France Agriculture Technology-as-a-Service Market (by Application), $Million, 2021-2027
- 4.3.3.8 Product
- 4.3.3.8.1 France Agriculture Technology-as-a-Service Market (by Service Type), $Million, 2021-2027
- 4.3.3.8.2 France Agriculture Technology-as-a-Service Market (by Pricing), $Million, 2021-2027
- 4.3.3.9 Ukraine
- 4.3.3.9.1 Market
- 4.3.3.9.1.1 Buyer Attributes
- 4.3.3.9.1.2 Business Challenges
- 4.3.3.9.1.3 Business Drivers
- 4.3.3.10 Application
- 4.3.3.10.1 Ukraine Agriculture Technology-as-a-Service Market (by Application), $Million, 2021-2027
- 4.3.3.11 Product
- 4.3.3.11.1 Ukraine Agriculture Technology-as-a-Service Market (by Service Type), $Million, 2021-2027
- 4.3.3.11.2 Ukraine Agriculture Technology-as-a-Service Market (by Pricing), $Million, 2021-2027
- 4.3.3.12 Greece
- 4.3.3.12.1 Market
- 4.3.3.12.1.1 Buyer Attributes
- 4.3.3.12.1.2 Business Challenges
- 4.3.3.12.1.3 Business Drivers
- 4.3.3.13 Application
- 4.3.3.13.1 Greece Agriculture Technology-as-a-Service Market (by Application), $Million, 2021-2027
- 4.3.3.14 Product
- 4.3.3.14.1 Greece Agriculture Technology-as-a-Service Market (by Service Type), $Million, 2021-2027
- 4.3.3.14.2 Greece Agriculture Technology-as-a-Service Market (by Pricing), $Million, 2021-2027
- 4.3.3.15 The Netherlands
- 4.3.3.15.1 Market
- 4.3.3.15.1.1 Buyer Attributes
- 4.3.3.15.1.2 Business Challenges
- 4.3.3.15.1.3 Business Drivers
- 4.3.3.16 Application
- 4.3.3.16.1 The Netherlands Agriculture Technology-as-a-Service Market (by Application), $Million, 2021-2027
- 4.3.3.17 Product
- 4.3.3.17.1 The Netherlands Agriculture Technology-as-a-Service Market (by Service Type), $Million, 2021-2027
- 4.3.3.17.2 The Netherlands Agriculture Technology-as-a-Service Market (by Pricing), $Million, 2021-2027
- 4.3.3.18 Belgium
- 4.3.3.18.1 Market
- 4.3.3.18.1.1 Buyer Attributes
- 4.3.3.18.1.2 Business Challenges
- 4.3.3.18.1.3 Business Drivers
- 4.3.3.19 Application
- 4.3.3.19.1 Belgium Agriculture Technology-as-a-Service Market (by Application), $Million, 2021-2027
- 4.3.3.20 Product
- 4.3.3.20.1 Belgium Agriculture Technology-as-a-Service Market (by Service Type), $Million, 2021-2027
- 4.3.3.20.2 Belgium Agriculture Technology-as-a-Service Market (by Pricing), $Million, 2021-2027
- 4.3.3.21 Switzerland
- 4.3.3.21.1 Market
- 4.3.3.21.1.1 Buyer Attributes
- 4.3.3.21.1.2 Business Challenges
- 4.3.3.21.1.3 Business Drivers
- 4.3.3.22 Application
- 4.3.3.22.1 Switzerland Agriculture Technology-as-a-Service Market (by Application), $Million, 2021-2027
- 4.3.3.23 Product
- 4.3.3.23.1 Switzerland Agriculture Technology-as-a-Service Market (by Service Type), $Million, 2021-2027
- 4.3.3.23.2 Switzerland Agriculture Technology-as-a-Service Market (by Pricing), $Million, 2021-2027
- 4.3.3.24 Turkey
- 4.3.3.24.1 Market
- 4.3.3.24.1.1 Buyer Attributes
- 4.3.3.24.1.2 Business Challenges
- 4.3.3.24.1.3 Business Drivers
- 4.3.3.25 Application
- 4.3.3.25.1 Turkey Agriculture Technology-as-a-Service Market (by Application), $Million, 2021-2027
- 4.3.3.26 Product
- 4.3.3.26.1 Turkey Agriculture Technology-as-a-Service Market (by Service Type), $Million, 2021-2027
- 4.3.3.26.2 Turkey Agriculture Technology-as-a-Service Market (by Pricing), $Million, 2021-2027
- 4.3.3.27 Rest-of-Europe
- 4.3.3.27.1 Market
- 4.3.3.27.1.1 Buyer Attributes
- 4.3.3.27.1.2 Business Challenges
- 4.3.3.27.1.3 Business Drivers
- 4.3.3.28 Application
- 4.3.3.28.1 Rest-of-Europe Agriculture Technology-as-a-Service Market (by Application), $Million, 2021-2027
- 4.3.3.29 Product
- 4.3.3.29.1 Rest-of-Europe Agriculture Technology-as-a-Service Market (by Service Type), $Million, 2021-2027
- 4.3.3.29.2 Rest-of-Europe Agriculture Technology-as-a-Service Market (by Pricing), $Million, 2021-2027
- 4.4 U.K.
- 4.4.1 Markets
- 4.4.1.1 Buyer Attributes
- 4.4.1.2 Key Providers in the U.K.
- 4.4.1.3 Business Challenges
- 4.4.1.4 Business Drivers
- 4.4.2 Application
- 4.4.2.1 U.K. Agriculture Technology-as-a-Service Market (by Application), $Million, 2021-2027
- 4.4.3 Product
- 4.4.3.1 U.K. Agriculture Technology-as-a-Service Market (by Service Type), $Million, 2021-2027
- 4.4.3.2 U.K. Agriculture Technology-as-a-Service Market (by Pricing), $Million, 2021-2027
- 4.5 Middle East and Africa
- 4.5.1 Market
- 4.5.1.1 Key Providers in the Middle East and Africa
- 4.5.1.2 Business Drivers
- 4.5.1.3 Business Challenges
- 4.5.2 Application
- 4.5.2.1 Middle East and Africa Agriculture Technology-as-a-Service Market (by Application), $Million, 2021-2027
- 4.5.3 Product
- 4.5.3.1 Middle East and Africa Agriculture Technology-as-a-Service Market (by Service Type), $Million, 2021-2027
- 4.5.3.2 Middle East and Africa Agriculture Technology-as-a-Service Market (by Pricing), $Million, 2021-2027
- 4.5.3.3 South Africa
- 4.5.3.3.1 Market
- 4.5.3.3.1.1 Buyer Attributes
- 4.5.3.3.1.2 Business Challenges
- 4.5.3.3.1.3 Business Drivers
- 4.5.3.4 Application
- 4.5.3.4.1 South Africa Agriculture Technology-as-a-Service Market (by Application), $Million, 2021-2027
- 4.5.3.5 Product
- 4.5.3.5.1 South Africa Agriculture Technology-as-a-Service Market (by Service Type), $Million, 2021-2027
- 4.5.3.5.2 South Africa Agriculture Technology-as-a-Service Market (by Pricing), $Million, 2021-2027
- 4.5.3.6 Israel
- 4.5.3.6.1 Market
- 4.5.3.6.1.1 Buyer Attributes
- 4.5.3.6.1.2 Business Challenges
- 4.5.3.6.1.3 Business Drivers
- 4.5.3.7 Application
- 4.5.3.7.1 Israel Agriculture Technology-as-a-Service Market (by Application), $Million, 2021-2027
- 4.5.3.8 Product
- 4.5.3.8.1 Israel Agriculture Technology-as-a-Service Market (by Service Type), $Million, 2021-2027
- 4.5.3.8.2 Israel Agriculture Technology-as-a-Service Market (by Pricing), $Million, 2021-2027
- 4.5.3.9 Rest-of-Middle East and Africa
- 4.5.3.9.1 Market
- 4.5.3.9.1.1 Buyer Attributes
- 4.5.3.9.1.2 Business Challenges
- 4.5.3.9.1.3 Business Drivers
- 4.5.3.10 Application
- 4.5.3.10.1 Rest-of-MEA Agriculture Technology-as-a-Service Market (by Application), $Million, 2021-2027
- 4.5.3.11 Product
- 4.5.3.11.1 Rest-of-MEA Agriculture Technology-as-a-Service Market (by Service Type), $Million, 2021-2027
- 4.5.3.11.2 Rest-of-MEA Agriculture Technology-as-a-Service Market (by Pricing), $Million, 2021-2027
- 4.6 China
- 4.6.1 Markets
- 4.6.1.1 Buyer Attributes
- 4.6.1.2 Key Providers in China
- 4.6.1.3 Business Challenges
- 4.6.1.4 Business Drivers
- 4.6.2 Application
- 4.6.2.1 China Agriculture Technology-as-a-Service Market (by Application), $Million, 2021-2027
- 4.6.3 Product
- 4.6.3.1 China Agriculture Technology-as-a-Service Market (by Service Type), $Million, 2021-2027
- 4.6.3.2 China Agriculture Technology-as-a-Service Market (by Pricing), $Million, 2021-2027
- 4.7 Asia-Pacific
- 4.7.1 Market
- 4.7.1.1 Buyer Attributes
- 4.7.1.2 Key Providers in Asia-Pacific
- 4.7.1.3 Business Drivers
- 4.7.1.4 Business Challenges
- 4.7.2 Application
- 4.7.2.1 Asia-Pacific Agriculture Technology-as-a-Service Market (by Application), $Million, 2021-2027
- 4.7.3 Product
- 4.7.3.1 Asia-Pacific Agriculture Technology-as-a-Service Market (by Service Type), $Million, 2021-2027
- 4.7.3.2 Asia-Pacific Agriculture Technology-as-a-Service Market (by Pricing), $Million, 2021-2027
- 4.7.3.3 Japan
- 4.7.3.3.1 Market
- 4.7.3.3.1.1 Buyer Attributes
- 4.7.3.3.1.2 Business Challenges
- 4.7.3.3.1.3 Business Drivers
- 4.7.3.4 Application
- 4.7.3.4.1 Japan Agriculture Technology-as-a-Service Market (by Application), $Million, 2021-2027
- 4.7.3.5 Product
- 4.7.3.5.1 Japan Agriculture Technology-as-a-Service Market (by Service Type), $Million, 2021-2027
- 4.7.3.5.2 Japan Agriculture Technology-as-a-Service Market (by Pricing), $Million, 2021-2027
- 4.7.3.6 India
- 4.7.3.6.1 Market
- 4.7.3.6.1.1 Buyer Attributes
- 4.7.3.6.1.2 Business Challenges
- 4.7.3.6.1.3 Business Drivers
- 4.7.3.7 Application
- 4.7.3.7.1 India Agriculture Technology-as-a-Service Market (by Application), $Million, 2021-2027
- 4.7.3.8 Product
- 4.7.3.8.1 India Agriculture Technology-as-a-Service Market (by Service Type), $Million, 2021-2027
- 4.7.3.8.2 India Agriculture Technology-as-a-Service Market (by Pricing), $Million, 2021-2027
- 4.7.3.9 Australia
- 4.7.3.9.1 Market
- 4.7.3.9.1.1 Buyer Attributes
- 4.7.3.9.1.2 Business Challenges
- 4.7.3.9.1.3 Business Drivers
- 4.7.3.10 Application
- 4.7.3.10.1 Australia Agriculture Technology-as-a-Service Market (by Application), $Million, 2021-2027
- 4.7.3.11 Product
- 4.7.3.11.1 Australia Agriculture Technology-as-a-Service Market (by Service Type), $Million, 2021-2027
- 4.7.3.11.2 Australia Agriculture Technology-as-a-Service Market (by Pricing), $Million, 2021-2027
- 4.7.3.12 Rest-of-Asia-Pacific
- 4.7.3.12.1 Market
- 4.7.3.12.1.1 Buyer Attributes
- 4.7.3.12.1.2 Business Challenges
- 4.7.3.12.1.3 Business Drivers
- 4.7.3.13 Application
- 4.7.3.13.1 Rest-of-Asia-Pacific Agriculture Technology-as-a-Service Market (by Application), $Million, 2021-2027
- 4.7.3.14 Product
- 4.7.3.14.1 Rest-of-Asia-Pacific Agriculture Technology-as-a-Service Market (by Service Type), $Million, 2021-2027
- 4.7.3.14.2 Rest-of-Asia-Pacific Agriculture Technology-as-a-Service Market (by Pricing), $Million, 2021-2027
- 5 Markets - Competitive Benchmarking & Company Profiles
- 5.1 Competitive Benchmarking
- 5.2 Company Profiles
- 5.2.1 AGRIVI
- 5.2.1.1 Company Overview
- 5.2.1.1.1 Role of AGRIVI in the Global Agriculture Technology-as-a-Service Market
- 5.2.1.1.2 Pricing and Product Portfolio
- 5.2.1.1.3 Target Customers
- 5.2.1.1.4 Challenges
- 5.2.1.2 Business Strategies
- 5.2.1.2.1 Product Developments
- 5.2.1.2.2 Business Expansion
- 5.2.1.3 Corporate Strategies
- 5.2.1.3.1 Mergers and Acquisitions
- 5.2.1.3.2 Partnerships, Joint Ventures, Collaborations, and Alliances
- 5.2.1.4 Analyst’s View
- 5.2.2 IBM Corporation
- 5.2.2.1 Company Overview
- 5.2.2.1.1 Role of IBM Corporation in the Global Agriculture Technology-as-a-Service Market
- 5.2.2.1.2 Pricing and Product Portfolio
- 5.2.2.1.3 Target Customers
- 5.2.2.1.4 Challenges
- 5.2.2.2 Business Strategies
- 5.2.2.2.1 Product Developments
- 5.2.2.3 Corporate Strategies
- 5.2.2.3.1 Mergers and Acquisitions
- 5.2.2.3.2 Partnerships, Joint Ventures, Collaborations, and Alliances
- 5.2.2.4 Analyst’s View
- 5.2.3 Hexagon Agriculture
- 5.2.3.1 Company Overview
- 5.2.3.1.1 Role of Hexagon Agriculture in the Global Agriculture Technology-as-a-Service Market
- 5.2.3.1.2 Pricing and Product Portfolio
- 5.2.3.1.3 Target Customers
- 5.2.3.1.4 Challenges
- 5.2.3.2 Business Strategies
- 5.2.3.3 Corporate Strategies
- 5.2.3.3.1 Mergers and Acquisitions
- 5.2.3.3.2 Partnerships, Joint Ventures, Collaborations, and Alliances
- 5.2.3.4 Analyst’s View
- 5.2.4 Microsoft Corporation
- 5.2.4.1 Company Overview
- 5.2.4.1.1 Role of Microsoft Corporation in the Global Agriculture Technology-as-a-Service Market
- 5.2.4.1.2 Pricing and Product Portfolio
- 5.2.4.1.3 Target Customers
- 5.2.4.1.4 Challenges
- 5.2.4.2 Business Strategies
- 5.2.4.2.1 Business Expansion
- 5.2.4.3 Corporate Strategies
- 5.2.4.3.1 Mergers and Acquisitions
- 5.2.4.3.2 Partnerships, Joint Ventures, Collaborations, and Alliances
- 5.2.4.4 Analyst’s View
- 5.2.5 Topcon
- 5.2.5.1 Company Overview
- 5.2.5.1.1 Role of Topcon in the Global Agriculture Technology-as-a-Service Market
- 5.2.5.1.2 Pricing and Product Portfolio
- 5.2.5.1.3 Target Customers
- 5.2.5.1.4 Challenges
- 5.2.5.2 Business Strategies
- 5.2.5.2.1 Business Expansion
- 5.2.5.3 Corporate Strategies
- 5.2.5.3.1 Partnerships, Joint Ventures, Collaborations, and Alliances
- 5.2.5.4 Analyst’s View
- 5.2.6 365FarmNet GmbH
- 5.2.6.1 Company Overview
- 5.2.6.1.1 Role of 365FarmNet GmbH in the Global Agriculture Technology-as-a-Service Market
- 5.2.6.1.2 Pricing and Product Portfolio
- 5.2.6.1.3 Target Customers
- 5.2.6.1.4 Challenges
- 5.2.6.2 Corporate Strategies
- 5.2.6.2.1 Partnerships, Collaborations, and Joint Ventures
- 5.2.6.3 Analyst’s View
- 5.2.7 PrecisionHawk
- 5.2.7.1 Company Overview
- 5.2.7.1.1 Role of PrecisionHawk in the Global Agriculture Technology-as-a-Service Market
- 5.2.7.1.2 Pricing and Product Portfolio
- 5.2.7.1.3 Target Customers
- 5.2.7.1.4 Challenges
- 5.2.7.2 Business Strategies
- 5.2.7.2.1 Business Expansion
- 5.2.7.3 Corporate Strategies
- 5.2.7.3.1 Partnerships, Collaborations, and Joint Ventures
- 5.2.7.4 Analyst’s View
- 5.2.8 Trimble Inc.
- 5.2.8.1 Company Overview
- 5.2.8.1.1 Role of Trimble Inc. in the Global Agriculture Technology-as-a-Service Market
- 5.2.8.1.2 Pricing and Product Portfolio
- 5.2.8.1.3 Target Customers
- 5.2.8.1.4 Challenges
- 5.2.8.2 Business Strategies
- 5.2.8.2.1 Product Developments
- 5.2.8.2.2 Business Expansion
- 5.2.8.3 Corporate Strategies
- 5.2.8.3.1 Partnerships, Collaborations, and Joint Ventures
- 5.2.8.3.2 Mergers and Acquisitions
- 5.2.8.4 Analyst’s View
- 5.2.9 Deere & Company
- 5.2.9.1 Company Overview
- 5.2.9.1.1 Role of Deere & Company in the Global Agriculture Technology-as-a-Service Market
- 5.2.9.1.2 Pricing and Product Portfolio
- 5.2.9.1.3 Target Customers
- 5.2.9.1.4 Challenges
- 5.2.9.2 Business Strategies
- 5.2.9.2.1 Product Developments
- 5.2.9.3 Corporate Strategies
- 5.2.9.3.1 Partnerships, Collaborations, and Joint Ventures
- 5.2.9.3.2 Mergers and Acquisitions
- 5.2.9.4 Analyst’s View
- 5.2.10 DJI
- 5.2.10.1 Company Overview
- 5.2.10.1.1 Role of DJI in the Global Agriculture Technology-as-a-Service Market
- 5.2.10.1.2 Pricing and Product Portfolio
- 5.2.10.1.3 Target Customers
- 5.2.10.1.4 Challenges
- 5.2.10.2 Business Strategies
- 5.2.10.2.1 Product Developments
- 5.2.10.3 Corporate Strategies
- 5.2.10.3.1 Partnerships, Collaborations, and Joint Ventures
- 5.2.10.4 Analyst’s View
- 5.2.11 KUBOTA Corporation
- 5.2.11.1 Company Overview
- 5.2.11.1.1 Role of KUBOTA Corporation in the Global Agriculture Technology-as-a-Service Market
- 5.2.11.1.2 Pricing and Product Portfolio
- 5.2.11.1.3 Target Customers
- 5.2.11.1.4 Challenges
- 5.2.11.2 Business Strategies
- 5.2.11.2.1 Product Developments
- 5.2.11.2.2 Business Expansion
- 5.2.11.3 Corporate Strategies
- 5.2.11.3.1 Partnerships, Collaborations, and Joint Ventures
- 5.2.11.3.2 Mergers and Acquisitions
- 5.2.11.4 Analyst’s View
- 5.2.12 Small Robot Company
- 5.2.12.1 Company Overview
- 5.2.12.1.1 Role of Small Robot Company in the Global Agriculture Technology-as-a-Service Market
- 5.2.12.1.2 Pricing and Product Portfolio
- 5.2.12.1.3 Target Customers
- 5.2.12.1.4 Challenges
- 5.2.12.2 Business Strategies
- 5.2.12.2.1 Product Developments
- 5.2.12.3 Corporate Strategies
- 5.2.12.3.1 Partnerships, Collaborations, and Joint Ventures
- 5.2.12.4 Analyst’s View
- 5.2.13 Naïo Technologies
- 5.2.13.1 Company Overview
- 5.2.13.1.1 Role of Naïo Technologies in the Global Agriculture Technology-as-a-Service Market
- 5.2.13.1.2 Pricing and Product Portfolio
- 5.2.13.1.3 Target Customers
- 5.2.13.1.4 Challenges
- 5.2.13.2 Business Strategies
- 5.2.13.2.1 Product Developments
- 5.2.13.2.2 Business Expansion
- 5.2.13.2.3 Analyst’s View
- 5.2.14 SGS SA
- 5.2.14.1 Company Overview
- 5.2.14.1.1 Role of SGS SA in the Global Agriculture Technology-as-a-Service Market
- 5.2.14.1.2 Pricing and Product Portfolio
- 5.2.14.1.3 Target Customers
- 5.2.14.1.4 Challenges
- 5.2.14.2 Business Strategies
- 5.2.14.2.1 Product Developments
- 5.2.14.2.2 Business Expansion
- 5.2.14.3 Corporate Strategies
- 5.2.14.3.1 Partnerships, Collaborations, and Joint Ventures
- 5.2.14.4 Analyst’s View
- 5.2.15 TeeJet Technologies
- 5.2.15.1 Company Overview
- 5.2.15.1.1 Role of TeeJet Technologies in the Global Agriculture Technology-as-a-Service Market
- 5.2.15.1.2 Pricing and Product Portfolio
- 5.2.15.1.3 Target Customers
- 5.2.15.1.4 Challenges
- 5.2.15.2 Business Strategies
- 5.2.15.2.1 Product Developments
- 5.2.15.3 Analyst’s View
- 6 Research Methodology
- 6.1 Data Sources
- 6.1.1 Primary Data Sources
- 6.1.2 Secondary Data Sources
- 6.2 Market Research Methodology
- 6.2.1 Data Triangulation
- 6.2.1.1 Market Estimation and Forecast
- 6.2.2 Assumptions
- 6.2.3 Limitations
- List of Figures
- Figure 1: Global Agriculture Technology-as-a-Service (ATaaS) Market, $Million, 2021-2027
- Figure 2: Market Dynamics of the Global Agriculture Technology-as-a-Service (ATaaS) Market
- Figure 3: Global Agriculture Technology-as-a-Service (ATaaS) Market (by Application), $Million, 2021-2027
- Figure 4: Global Agriculture Technology-as-a-Service (ATaaS) Market (by Service Type), $Million, 2021-2027
- Figure 5: Global Agriculture Technology-as-a-Service (ATaaS) Market (by Pricing), $Million, 2021-2027
- Figure 6: Global Agriculture Technology-as-a-Service (ATaaS) Market (by Region), $Million, 2021
- Figure 7: Global Agriculture Technology-as-a-Service Market Coverage
- Figure 8: Advantages and Disadvantages of Bundled Per Acre Model
- Figure 9: Break-Even Analysis
- Figure 10: Mathematical Representation of Break-Even Analysis
- Figure 11: Break-Even Point of Satellite Images (ha)
- Figure 12: Factors Analyzed in Business Dynamics
- Figure 13: Number of People Employed in Agriculture, 2006 - 2019
- Figure 14: Share of Agriculture Land by Small Farms
- Figure 15: Cyber Attack Incidents with $1 Million+ Reported Losses, 2014 to 2019
- Figure 16: Cyber Attack Consumer Complaints Reported to FBI, 2014 to 2019
- Figure 17: Share of Key Market Strategies and Developments, January 2019-November 2022
- Figure 18: Share of Product Developments and Innovations (by Company), January 2019- November 2022
- Figure 19: Share of Mergers and Acquisitions (by Company), January 2019-November 2022
- Figure 20: Share of Partnerships, Collaborations, and Joint Ventures (by Company), January 2019-November 2022
- Figure 21: Snapshot of Corporate Strategies Adopted by the Players in the Global Agriculture Technology as a Service Market
- Figure 22: Global Agriculture Technology-as-a-Service Market (by Application)
- Figure 23: Key Soil Management Services in Global Agriculture Technology-as-a-Service Market
- Figure 24: Key Crop Health Management Services in Global Agriculture Technology-as-a-Service Market
- Figure 25: Global Agriculture Technology-as-a-Service Market (by Service Type)
- Figure 26: Global Agriculture Technology-as-a-Service Market (by Pricing)
- Figure 27: Competitive Market High and Low Matrix
- Figure 28: Sources of Secondary Research
- Figure 29: Report Methodology
- Figure 30: Data Triangulation
- Figure 31: Top-Down and Bottom-Up Approach for Market Estimation
- List of Tables
- Table 1: Advantages-Disadvantages of Per Pass/Service Model
- Table 2: Advantages-Disadvantages of Percentage of Yield Bump/Gain Model
- Table 3: Summary Table of Satellite Sensor Features
- Table 4: Cost Features of Satellite Sensors
- Table 5: Key Players with ARaaS Business Model and Their Products
- Table 6: Key Players with ADaaS Business Model and Their Products
- Table 7: Business Expansions (by Company), January 2019-November 2022
- Table 8: Key Yield Mapping and Monitoring Services in Global Agriculture Technology-as-a-Service Market
- Table 9: Global Agriculture Technology-as-a-Service Market (by Application), $Million, 2021-2027
- Table 10: Key Players with Software-as-a-Service Service Type
- Table 11: Key Players with Equipment-as-a-Service Service Type
- Table 12: Global Agriculture Technology-as-a-Service Market (by Service Type), $Million, 2021-2027
- Table 13: Global Agriculture Technology-as-a-Service Market (by Pricing), $Million, 2021-2027
- Table 14: Agriculture Technology-as-a-Service Market (by Region), $Million, 2021-2027
- Table 15: North America Agriculture Technology-as-a-Service Market (by Application), $Million, 2021-2027
- Table 16: North America Agriculture Technology-as-a-Service Market (by Service Type), $Million, 2021-2027
- Table 17: North America Agriculture Technology-as-a-Service Market (by Pricing), $Million, 2021-2027
- Table 18: U.S. Agriculture Technology-as-a-Service Market (by Application), $Million, 2021-2027
- Table 19: U.S. Agriculture Technology-as-a-Service Market (by Service Type), $Million, 2021-2027
- Table 20: U.S. Agriculture Technology-as-a-Service Market (by Pricing), $Million, 2021-2027
- Table 21: Canada Agriculture Technology-as-a-Service Market (by Application), $Million, 2021-2027
- Table 22: Canada Agriculture Technology-as-a-Service Market (by Service Type), $Million, 2021-2027
- Table 23: Canada Agriculture Technology-as-a-Service Market (by Pricing), $Million, 2021-2027
- Table 24: Mexico Agriculture Technology-as-a-Service Market (by Application), $Million, 2021-2027
- Table 25: Mexico Agriculture Technology-as-a-Service Market (by Service Type), $Million, 2021-2027
- Table 26: Mexico Agriculture Technology-as-a-Service Market (by Pricing), $Million, 2021-2027
- Table 27: South America Agriculture Technology-as-a-Service Market (by Application), $Million, 2021-2027
- Table 28: South America Agriculture Technology-as-a-Service Market (by Service Type), $Million, 2021-2027
- Table 29: South America Agriculture Technology-as-a-Service Market (by Pricing), $Million, 2021-2027
- Table 30: Brazil Agriculture Technology-as-a-Service Market (by Application), $Million, 2021-2027
- Table 31: Brazil Agriculture Technology-as-a-Service Market (by Service Type), $Million, 2021-2027
- Table 32: Brazil Agriculture Technology-as-a-Service Market (by Pricing), $Million, 2021-2027
- Table 33: Argentina Agriculture Technology-as-a-Service Market (by Application), $Million, 2021-2027
- Table 34: Argentina Agriculture Technology-as-a-Service Market (by Service Type), $Million, 2021-2027
- Table 35: Argentina Agriculture Technology-as-a-Service Market (by Pricing), $Million, 2021-2027
- Table 36: Rest-of-South America Agriculture Technology-as-a-Service Market (by Application), $Million, 2021-2027
- Table 37: Rest-of-South America Agriculture Technology-as-a-Service Market (by Service Type), $Million, 2021-2027
- Table 38: Rest-of-South America Agriculture Technology-as-a-Service Market (by Pricing), $Million, 2021-2027
- Table 39: Europe Agriculture Technology-as-a-Service Market (by Application), $Million, 2021-2027
- Table 40: Europe Agriculture Technology-as-a-Service Market (by Service Type), $Million, 2021-2027
- Table 41: Europe Agriculture Technology-as-a-Service Market (by Pricing), $Million, 2021-2027
- Table 42: Germany Agriculture Technology-as-a-Service Market (by Application), $Million, 2021-2027
- Table 43: Germany Agriculture Technology-as-a-Service Market (by Service Type), $Million, 2021-2027
- Table 44: Germany Agriculture Technology-as-a-Service Market (by Pricing), $Million, 2021-2027
- Table 45: France Agriculture Technology-as-a-Service Market (by Application), $Million, 2021-2027
- Table 46: France Agriculture Technology-as-a-Service Market (by Service Type), $Million, 2021-2027
- Table 47: France Agriculture Technology-as-a-Service Market (by Pricing), $Million, 2021-2027
- Table 48: Ukraine Agriculture Technology-as-a-Service Market (by Application), $Million, 2021-2027
- Table 49: Ukraine Agriculture Technology-as-a-Service Market (by Service Type), $Million, 2021-2027
- Table 50: Ukraine Agriculture Technology-as-a-Service Market (by Pricing), $Million, 2021-2027
- Table 51: Greece Agriculture Technology-as-a-Service Market (by Application), $Million, 2021-2027
- Table 52: Greece Agriculture Technology-as-a-Service Market (by Service Type), $Million, 2021-2027
- Table 53: Greece Agriculture Technology-as-a-Service Market (by Pricing), $Million, 2021-2027
- Table 54: The Netherlands Agriculture Technology-as-a-Service Market (by Application), $Million, 2021-2027
- Table 55: The Netherlands Agriculture Technology-as-a-Service Market (by Service Type), $Million, 2021-2027
- Table 56: The Netherlands Agriculture Technology-as-a-Service Market (by Pricing), $Million, 2021-2027
- Table 57: Belgium Agriculture Technology-as-a-Service Market (by Application), $Million, 2021-2027
- Table 58: Belgium Agriculture Technology-as-a-Service Market (by Service Type), $Million, 2021-2027
- Table 59: Belgium Agriculture Technology-as-a-Service Market (by Pricing), $Million, 2021-2027
- Table 60: Switzerland Agriculture Technology-as-a-Service Market (by Application), $Million, 2021-2027
- Table 61: Switzerland Agriculture Technology-as-a-Service Market (by Service Type), $Million, 2021-2027
- Table 62: Switzerland Agriculture Technology-as-a-Service Market (by Pricing), $Million, 2021-2027
- Table 63: Turkey Agriculture Technology-as-a-Service Market (by Application), $Million, 2021-2027
- Table 64: Turkey Agriculture Technology-as-a-Service Market (by Service Type), $Million, 2021-2027
- Table 65: Turkey Agriculture Technology-as-a-Service Market (by Pricing), $Million, 2021-2027
- Table 66: Rest-of-Europe Agriculture Technology-as-a-Service Market (by Application), $Million, 2021-2027
- Table 67: Rest-of-Europe Agriculture Technology-as-a-Service Market (by Service Type), $Million, 2021-2027
- Table 68: Rest-of-Europe Agriculture Technology-as-a-Service Market (by Pricing), $Million, 2021-2027
- Table 69: U.K. Agriculture Technology-as-a-Service Market (by Application), $Million, 2021-2027
- Table 70: U.K. Agriculture Technology-as-a-Service Market (by Service Type), $Million, 2021-2027
- Table 71: U.K. Agriculture Technology-as-a-Service Market (by Pricing), $Million, 2021-2027
- Table 72: Middle East and Africa Agriculture Technology-as-a-Service Market (by Application), $Million, 2021-2027
- Table 73: Middle East and Africa Agriculture Technology-as-a-Service Market (by Service Type), $Million, 2021-2027
- Table 74: Middle East and Africa Agriculture Technology-as-a-Service Market (by Pricing), $Million, 2021-2027
- Table 75: South Africa Agriculture Technology-as-a-Service Market (by Application), $Million, 2021-2027
- Table 76: South Africa Agriculture Technology-as-a-Service Market (by Service Type), $Million, 2021-2027
- Table 77: South Africa Agriculture Technology-as-a-Service Market (by Pricing), $Million, 2021-2027
- Table 78: Israel Agriculture Technology-as-a-Service Market (by Application), $Million, 2021-2027
- Table 79: Israel Agriculture Technology-as-a-Service Market (by Service Type), $Million, 2021-2027
- Table 80: Israel Agriculture Technology-as-a-Service Market (by Pricing), $Million, 2021-2027
- Table 81: Rest-of-MEA Agriculture Technology-as-a-Service Market (by Application), $Million, 2021-2027
- Table 82: Rest-of-MEA Agriculture Technology-as-a-Service Market (by Service Type), $Million, 2021-2027
- Table 83: Rest-of-MEA Agriculture Technology-as-a-Service Market (by Pricing), $Million, 2021-2027
- Table 84: China Agriculture Technology-as-a-Service Market (by Application), $Million, 2021-2027
- Table 85: China Agriculture Technology-as-a-Service Market (by Service Type), $Million, 2021-2027
- Table 86: China Agriculture Technology-as-a-Service Market (by Pricing), $Million, 2021-2027
- Table 87: Asia-Pacific Agriculture Technology-as-a-Service Market (by Application), $Million, 2021-2027
- Table 88: Asia-Pacific Agriculture Technology-as-a-Service Market (by Service Type), $Million, 2021-2027
- Table 89: Asia-Pacific Agriculture Technology-as-a-Service Market (by Pricing), $Million, 2021-2027
- Table 90: Japan Agriculture Technology-as-a-Service Market (by Application), $Million, 2021-2027
- Table 91: Japan Agriculture Technology-as-a-Service Market (by Service Type), $Million, 2021-2027
- Table 92: Japan Agriculture Technology-as-a-Service Market (by Pricing), $Million, 2021-2027
- Table 93: India Agriculture Technology-as-a-Service Market (by Application), $Million, 2021-2027
- Table 94: India Agriculture Technology-as-a-Service Market (by Service Type), $Million, 2021-2027
- Table 95: India Agriculture Technology-as-a-Service Market (by Pricing), $Million, 2021-2027
- Table 96: Australia Agriculture Technology-as-a-Service Market (by Application), $Million, 2021-2027
- Table 97: Australia Agriculture Technology-as-a-Service Market (by Service Type), $Million, 2021-2027
- Table 98: Australia Agriculture Technology-as-a-Service Market (by Pricing), $Million, 2021-2027
- Table 99: Rest-of-Asia-Pacific Agriculture Technology-as-a-Service Market (by Application), $Million, 2021-2027
- Table 100: Rest-of-Asia-Pacific Agriculture Technology-as-a-Service Market (by Service Type), $Million, 2021-2027
- Table 101: Rest-of-Asia-Pacific Agriculture Technology-as-a-Service Market (by Pricing), $Million, 2021-2027
- Table 102: AGRIVI: Service portfolio
- Table 103: AGRIVI: Product Development
- Table 104: AGRIVI: Business Expansion
- Table 105: AGRIVI: Mergers and Acquisitions
- Table 106: AGRIVI: Partnerships, Joint Ventures, Collaborations, and Alliances
- Table 107: IBM Corporation: Service portfolio
- Table 108: IBM Corporation: Product Development
- Table 109: IBM Corporation: Mergers and Acquisitions
- Table 110: IBM Corporation: Partnerships, Joint Ventures, Collaborations, and Alliances
- Table 111: Hexagon Agriculture: Service portfolio
- Table 112: Hexagon Agriculture: Product Development
- Table 113: Hexagon Agriculture: Mergers and Acquisitions
- Table 114: Hexagon Agriculture: Partnerships, Joint Ventures, Collaborations, and Alliances
- Table 115: Microsoft Corporation: Service portfolio
- Table 116: Microsoft Corporation: Product Development
- Table 117: Microsoft Corporation: Business Expansion
- Table 118: Microsoft Corporation: Mergers and Acquisitions
- Table 119: Microsoft Corporation: Partnerships, Joint Ventures, Collaborations, and Alliances
- Table 120: Topcon: Service portfolio
- Table 121: Topcon: Product Development
- Table 122: Topcon: Business Expansion
- Table 123: Topcon: Partnerships, Joint Ventures, Collaborations, and Alliances
- Table 124: 365FarmNet GmbH: Service portfolio
- Table 125: Partnerships, Collaborations, and Joint Ventures
- Table 126: PrecisionHawk: Service portfolio
- Table 127: PrecisionHawk: Business Expansion
- Table 128: PrecisionHawk: Partnerships, Collaborations, and Joint Ventures
- Table 129: Trimble Inc.: Service portfolio
- Table 130: Trimble Inc.: Product Development
- Table 131: Trimble Inc.: Business Expansion
- Table 132: Trimble Inc.: Partnerships, Collaborations, and Joint Ventures
- Table 133: Trimble Inc.: Mergers and Acquisitions
- Table 134: Deere & Company: Service portfolio
- Table 135: Deere & Company: Product Development
- Table 136: Deere & Company: Partnerships, Collaborations, and Joint Ventures
- Table 137: Deere & Company: Mergers and Acquisitions
- Table 138: DJI: Service portfolio
- Table 139: DJI: Product Development
- Table 140: DJI: Partnerships, Collaborations, and Joint Ventures
- Table 141: KUBOTA Corporation: Service portfolio
- Table 142: KUBOTA Corporation: Product Development
- Table 143: KUBOTA Corporation: Business Expansion
- Table 144: KUBOTA Corporation: Partnerships, Collaborations, and Joint Ventures
- Table 145: KUBOTA Corporation: Mergers and Acquisitions
- Table 146: Small Robot Company: Service portfolio
- Table 147: Small Robot Company: Product Development
- Table 148: Small Robot Company: Partnerships, Collaborations, and Joint Ventures
- Table 149: Naïo Technologies: Service portfolio
- Table 150: Naïo Technologies: Product Development
- Table 151: Naïo Technologies: Business Expansion
- Table 152: SGS SA: Service portfolio
- Table 153: SGS SA: Product Development
- Table 154: SGS SA: Business Expansion
- Table 155: SGS SA: Partnerships, Collaborations, and Joint Ventures
- Table 156: TeeJet Technologies: Service portfolio
- Table 157: TeeJet Technologies: Product Development
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