Digital Agriculture Market
Digital Agriculture Market Forecasts to 2030 - Global Analysis By Type (Software, Service and Other Types), Technology (Crop Monitoring, Artificial Intelligence and Other Technologies), Operation (Monitoring & Scouting, Marketing & Demand Generation and Other Operations), Company Type (Tier 1-55 %, Tier 2-20% and Tier 3-25%), Application and By Geography
According to Stratistics MRC, the Global Digital Agriculture Market is accounted for $18.11 billion in 2023 and is expected to reach $41.30 billion by 2030 growing at a CAGR of 12.5% during the forecast period. In order to monitor the growth of crops in real time, farmers are using digital agriculture tools, such as sensors that are placed on the fields and record the temperature and soil quality, computer programmes like Climate Field view, a tool designed to produce farming maps and yield maps, and other similar programmes. By enabling access to training, financial services, and legal services, the use of digital technology in agriculture promotes the exchange of information between stakeholders and facilitates the building of strategic alliances between suppliers and employees.
According to the FAO data, the yield for major cereal crops like rice, wheat, barley, corn, and other grains reduced considerably from 41,079 hg/ha in 2019 to 40,708 hg/ha in 2020 for wheat; a similar reduced trend for barley and other coarse grains was observed.
Market Dynamics:
Driver:
Pressure to increase productivity and enhance crop health
Farmers are under continual pressure to produce more food and animal feed while using fewer pesticides. Less energy and labour must also be used, and environmental land and water management must be improved. Increasing agricultural production is under pressure as a result of the population's fast growth and the resulting difficulty in feeding the rising population. All of these needs may be satisfied by using Internet of Things (IoT) equipment and software like precision farming. Thus, the usage of precision farming tools like MapShots, AgDNA, AgroSense, and others will aid in boosting crop yield, improve soil quality, and stimulate global demand for digital agriculture.
Restraint:
High initial cost for autonomous farming equipments
Automated agricultural equipment is substantially more expensive than conventional farming equipment. Similar to how high maintenance costs for modern cars limit the use of smart digital agricultural techniques by small farms. The cost of maintaining these vehicles' cameras, sensors, software, and hardware restrains market expansion. It is important for farmers to invest in automated and technologically advanced vehicles to boost agricultural output and earnings, but it is challenging for them to make a larger initial investment. Farmers in nations like India, Brazil, and China have challenges due to the high initial cost of smart agricultural technologies.
Opportunity:
Increased use of AI and IoT technologies
Artificial intelligence and machine learning are being quickly incorporated into farming equipment and field practises. With its ability to improve productivity and aid in learning, understanding, and responding to various circumstances, cognitive computing is gaining popularity across the industry. The solutions as a service, such chatbots and other conversational platforms, assist the farmers in keeping up with the most recent technological advancements. Similar to this, IoT solutions support the effective use of natural resources like water, power, and others. The IoT devices employ a variety of sensors, including light, humidity, temperature, and others, to track the health of the crops and the wetness of the soil.
Threat:
Escalating concerns about data management
Making wise judgements about farm management and enhancing farm operations depend on data management. The information is gathered in a raw format, processed according to context, relevance, and priority, and then presented in a way that allows for decision-making. The management of data is a significant issue that farmers and other market participants in digital agriculture must deal with. The information gathered is essential because it enables farmers and other participants in the value chain to choose wisely. Many farmers and producers are not aware of how data may be used effectively for decision-making. Consequently, it is crucial to give farmers and producers the right data management tools and strategies.
Covid-19 Impact
Due to the COVID-19 pandemic's widespread lockdown, travel restrictions, and suspension of import and export activities due to the restricted movement of migrant workers and rural labourers during the pandemic, there was a severe labour shortage that adversely affected crop production around the world. Sales of agricultural equipment have decreased as a result of the COVID-19 epidemic due to constrained shipments and unfavourable transactional consequences. The distribution network for the agricultural equipment business was impacted, which hindered the sales of intelligent farming equipment.
The artificial intelligence segment is expected to be the largest during the forecast period
The artificial intelligence segment is estimated to have a lucrative growth, due to the expansion driven by the quick development of agricultural equipment using AI, cloud, IoT, and analytics. Businesses are developing cutting-edge AI-enabled systems to identify the weather, soil health, crop health, weeds, and pests. For instance, Plantix, an AI-based tool, was created by PEAT, a technology firm with headquarters in Germany. This software helps farmers apply the proper fertilisers to increase yield by identifying nutrient deficits, pests, and illnesses in the soil. Similarly, it is projected that AI-based drones, robots, and apps would accelerate the use of technology in farming.
The crop management segment is expected to have the highest CAGR during the forecast period
The crop management segment is anticipated to witness the highest CAGR growth during the forecast period, due to there is a requirement for yield monitoring, soil and fertiliser management, and intelligent irrigation systems due to increasing soil degradation, water scarcity, and rising crop failure risk. Similar to this, smart farming technologies assist farmers in understanding weather patterns so they can choose the appropriate crops for the climate. The most drought-prone nations in the world are thus anticipated to implement weather forecasting technologies in the upcoming years. These elements are anticipated to accelerate the expansion of the digital farming industry.
Region with largest share:
Asia Pacific is projected to hold the largest market share during the forecast period owing to a revolutionary shift in the use of smart farming techniques in the Chinese agriculture industry. Although sensor-based technologies, such as Internet of Things (IoT) cellular devices, gear tooth sensor-based irrigation and fertilisation equipment, and valve position sensors, among others, are still relatively new in the field, the nation has recently seen a rise in the demand for sensors, largely as a result of the farmers' adoption of more sophisticated agricultural techniques and a higher rate of mechanisation. The sophisticated features gather data from multiple sources, put it into machine learning (ML) and artificial intelligence (AI) algorithms, and then deliver precise, individualised guidance are propelling the growth of the market in this region.
Region with highest CAGR:
North America is projected to have the highest CAGR over the forecast period, owing to the government's increased measures for the adoption of contemporary agricultural technology and its established infrastructure are the main reasons why North America dominates the global market for digital agriculture. During the projection period, the presence of significant important players will also help the region's digital agriculture market flourish. Therefore, a growth in the availability of technologically advanced agricultural equipment and an increase in government support for the formation of tech enterprises are what are propelling the digital agriculture industry in the North American area.
Key players in the market
Some of the key players profiled in the Digital Agriculture Market include IBM Corporation, Accenture, CISCO Systems, Inc, Trimble INC., Hexagon AB, Bayer Cropscience AG, Vodafone Group PLC., Deere & Company, DeLaval, Raven Industries, PrecisionHawk, Agricultural Consulting Services, Eurofins Scientific, Epicor Software Corporation, Gamaya, Arable, AKVA Group and TELUS Agriculture
Key Developments:
In June 2021, Deere & Company (US) partnered with Mobile Track Solution (US) to provide digital solutions for precision farming. Under this, Mobile Track Solutions provided John Deere & Company with greater than 27 cubic yard capacity towed scrapers for its distribution channels. This will help improve earthmoving efficiency and precision in large-scale applications.
In December 2020, IBM Services and the German Society for International Cooperation (GIZ) launched a three-stage support for the Digital4Agriculture Initiative (D4Ag) for small-scale agriculture ventures or start-ups in Africa to predict the weather information and services accessible to improve their crop production.
In April 2020, Trimble partnered with HORSCH (Germany) to develop automation solutions for the agriculture industry. HORSCH and Trimble, in collaboration, will focus on developing solutions, including autonomous machines and workflow management systems that improve farm productivity.
Types Covered:
• Software
• Service
• Hardware
• Other Types
Technologies Covered:
• Crop Monitoring
• Artificial Intelligence
• Precision Farming
• Peripheral Technologies
• Core Technologies
• Other Technologies
Operations Covered:
• Monitoring & Scouting
• Marketing & Demand Generation
• Farming & Feeding
• Other Operations
Company Types Covered:
• Tier 1-55 %
• Tier 2-20%
• Tier 3-25%
Applications Covered:
• Soil Monitoring
• Field Mapping
• Yield Monitoring
• Variable Rate Application
• Crop Scouting
• Drone Analytics
• Farm Inventory Management
• Crop Management
• Personnel Management
• Financial Management
• Weather Tracking & Forecasting
• Other Applications
Regions Covered:
• North America
o US
o Canada
o Mexico
• Europe
o Germany
o UK
o Italy
o France
o Spain
o Rest of Europe
• Asia Pacific
o Japan
o China
o India
o Australia
o New Zealand
o South Korea
o Rest of Asia Pacific
• South America
o Argentina
o Brazil
o Chile
o Rest of South America
• Middle East & Africa
o Saudi Arabia
o UAE
o Qatar
o South Africa
o Rest of Middle East & Africa
What our report offers:
- Market share assessments for the regional and country-level segments
- Strategic recommendations for the new entrants
- Covers Market data for the years 2021, 2022, 2023, 2026, and 2030
- Market Trends (Drivers, Constraints, Opportunities, Threats, Challenges, Investment Opportunities, and recommendations)
- Strategic recommendations in key business segments based on the market estimations
- Competitive landscaping mapping the key common trends
- Company profiling with detailed strategies, financials, and recent developments
- Supply chain trends mapping the latest technological advancements
Free Customization Offerings:
All the customers of this report will be entitled to receive one of the following free customization options:
• Company Profiling
o Comprehensive profiling of additional market players (up to 3)
o SWOT Analysis of key players (up to 3)
• Regional Segmentation
o Market estimations, Forecasts and CAGR of any prominent country as per the client's interest (Note: Depends on feasibility check)
• Competitive Benchmarking
o Benchmarking of key players based on product portfolio, geographical presence, and strategic alliances
Table of Contents
1 Executive Summary
2 Preface
2.1 Abstract
2.2 Stake Holders
2.3 Research Scope
2.4 Research Methodology
2.4.1 Data Mining
2.4.2 Data Analysis
2.4.3 Data Validation
2.4.4 Research Approach
2.5 Research Sources
2.5.1 Primary Research Sources
2.5.2 Secondary Research Sources
2.5.3 Assumptions
3 Market Trend Analysis
3.1 Introduction
3.2 Drivers
3.3 Restraints
3.4 Opportunities
3.5 Threats
3.6 Technology Analysis
3.7 Application Analysis
3.8 Emerging Markets
3.9 Impact of Covid-19
4 Porters Five Force Analysis
4.1 Bargaining power of suppliers
4.2 Bargaining power of buyers
4.3 Threat of substitutes
4.4 Threat of new entrants
4.5 Competitive rivalry
5 Global Digital Agriculture Market, By Type
5.1 Introduction
5.2 Software
5.2.1 On-Premises
5.2.2 On-Cloud
5.2.3 AI & Data Analytics
5.3 Service
5.3.1 Managed Services
5.3.2 Assistant Professional Services
5.3.3 Connectivity Services
5.3.4 System Integration & Consulting
5.3.5 Maintenance & Support Services
5.4 Hardware
5.4.1 Automation & Control Systems
5.4.1.1 Irrigation Controllers
5.4.1.2 Drones/ Unmanned Aerial Vehicle (UAVs)
5.4.1.3 Harvesters & Forwarders
5.4.1.4 Global Positioning Systems (GPS)/ Global Navigation Satellite System (GNSS)
5.4.1.5 LED Grow Lights
5.4.1.6 Guidance & Steering Systems
5.4.1.7 Flow & Application Control Devices
5.4.1.8 Displays
5.4.1.9 HVAC Systems
5.4.1.10 Robotics Hardware
5.4.1.11 Handheld Mobile Devices/Handheld Computers
5.4.1.12 Other Automation & Control Systems
5.4.2 Sensing & Monitoring Device
5.4.2.1 Climate Sensors
5.4.2.2 Water Sensors
5.4.2.3 Soil Sensors
5.4.2.4 Electrical Conductivity (EC) Sensors
5.4.2.5 Temperature & Environmental Monitoring Sensors
5.4.2.6 Sensors For Smart Greenhouse
5.4.3 Other Sensing & Monitoring Devices
5.5 Other Types
6 Global Digital Agriculture Market, By Technology
6.1 Introduction
6.2 Crop Monitoring
6.2.1 Guidance System
6.2.2 Variable Rate Technology
6.2.3 Remote Sensing
6.3 Artificial Intelligence
6.4 Precision Farming
6.5 Peripheral Technologies
6.5.1 Apps
6.5.2 Platforms
6.6 Core Technologies
6.6.1 Robotics
6.6.2 Drones
6.6.3 Automation
6.7 Other Technologies
7 Global Digital Agriculture Market, By Operation
7.1 Introduction
7.2 Monitoring & Scouting
7.3 Marketing & Demand Generation
7.4 Farming & Feeding
7.4.1 Precision Animal Rearing & Feeding
7.4.2 Precision Aquaculture
7.4.3 Precision Agriculture
7.4.4 Smart Greenhouse
7.4.5 Precision Forestry
7.5 Other Operations
8 Global Digital Agriculture Market, By Company Type
8.1 Introduction
8.2 Tier 1-55 %
8.3 Tier 2-20%
8.4 Tier 3-25%
9 Global Digital Agriculture Market, By Application
9.1 Introduction
9.2 Soil Monitoring
9.3 Field Mapping
9.4 Yield Monitoring
9.5 Variable Rate Application
9.6 Crop Scouting
9.7 Drone Analytics
9.8 Farm Inventory Management
9.9 Crop Management
9.10 Personnel Management
9.11 Financial Management
9.12 Weather Tracking & Forecasting
9.13 Other Applications
10 Global Digital Agriculture Market, By Geography
10.1 Introduction
10.2 North America
10.2.1 US
10.2.2 Canada
10.2.3 Mexico
10.3 Europe
10.3.1 Germany
10.3.2 UK
10.3.3 Italy
10.3.4 France
10.3.5 Spain
10.3.6 Rest of Europe
10.4 Asia Pacific
10.4.1 Japan
10.4.2 China
10.4.3 India
10.4.4 Australia
10.4.5 New Zealand
10.4.6 South Korea
10.4.7 Rest of Asia Pacific
10.5 South America
10.5.1 Argentina
10.5.2 Brazil
10.5.3 Chile
10.5.4 Rest of South America
10.6 Middle East & Africa
10.6.1 Saudi Arabia
10.6.2 UAE
10.6.3 Qatar
10.6.4 South Africa
10.6.5 Rest of Middle East & Africa
11 Key Developments
11.1 Agreements, Partnerships, Collaborations and Joint Ventures
11.2 Acquisitions & Mergers
11.3 New Product Launch
11.4 Expansions
11.5 Other Key Strategies
12 Company Profiling
12.1 IBM Corporation
12.2 Accenture
12.3 CISCO Systems, Inc
12.4 Trimble INC.
12.5 Hexagon AB
12.6 Bayer Cropscience AG
12.7 Vodafone Group PLC.
12.8 Deere & Company
12.9 DeLaval
12.10 Raven Industries
12.11 PrecisionHawk
12.12 Agricultural Consulting Services
12.13 Eurofins Scientific
12.14 Epicor Software Corporation
12.15 Gamaya
12.16 Arable
12.17 AKVA Group
12.18 TELUS Agriculture
List of Tables
1 Global Digital Agriculture Market Outlook, By Region (2021-2030) ($MN)
2 Global Digital Agriculture Market Outlook, By Type (2021-2030) ($MN)
3 Global Digital Agriculture Market Outlook, By Software (2021-2030) ($MN)
4 Global Digital Agriculture Market Outlook, By On-Premises (2021-2030) ($MN)
5 Global Digital Agriculture Market Outlook, By On-Cloud (2021-2030) ($MN)
6 Global Digital Agriculture Market Outlook, By AI & Data Analytics (2021-2030) ($MN)
7 Global Digital Agriculture Market Outlook, By Service (2021-2030) ($MN)
8 Global Digital Agriculture Market Outlook, By Managed Services (2021-2030) ($MN)
9 Global Digital Agriculture Market Outlook, By Assistant Professional Services (2021-2030) ($MN)
10 Global Digital Agriculture Market Outlook, By Connectivity Services (2021-2030) ($MN)
11 Global Digital Agriculture Market Outlook, By System Integration & Consulting (2021-2030) ($MN)
12 Global Digital Agriculture Market Outlook, By Maintenance & Support Services (2021-2030) ($MN)
13 Global Digital Agriculture Market Outlook, By Hardware (2021-2030) ($MN)
14 Global Digital Agriculture Market Outlook, By Automation & Control Systems (2021-2030) ($MN)
15 Global Digital Agriculture Market Outlook, By Irrigation Controllers (2021-2030) ($MN)
16 Global Digital Agriculture Market Outlook, By Drones/ Unmanned Aerial Vehicle (UAVs) (2021-2030) ($MN)
17 Global Digital Agriculture Market Outlook, By Harvesters & Forwarders (2021-2030) ($MN)
18 Global Digital Agriculture Market Outlook, By Global Positioning Systems (GPS)/ Global Navigation Satellite System (GNSS) (2021-2030) ($MN)
19 Global Digital Agriculture Market Outlook, By LED Grow Lights (2021-2030) ($MN)
20 Global Digital Agriculture Market Outlook, By Guidance & Steering Systems (2021-2030) ($MN)
21 Global Digital Agriculture Market Outlook, By Flow & Application Control Devices (2021-2030) ($MN)
22 Global Digital Agriculture Market Outlook, By Displays (2021-2030) ($MN)
23 Global Digital Agriculture Market Outlook, By HVAC Systems (2021-2030) ($MN)
24 Global Digital Agriculture Market Outlook, By Robotics Hardware (2021-2030) ($MN)
25 Global Digital Agriculture Market Outlook, By Handheld Mobile Devices/Handheld Computers (2021-2030) ($MN)
26 Global Digital Agriculture Market Outlook, By Other Automation & Control Systems (2021-2030) ($MN)
27 Global Digital Agriculture Market Outlook, By Sensing & Monitoring Device (2021-2030) ($MN)
28 Global Digital Agriculture Market Outlook, By Climate Sensors (2021-2030) ($MN)
29 Global Digital Agriculture Market Outlook, By Water Sensors (2021-2030) ($MN)
30 Global Digital Agriculture Market Outlook, By Soil Sensors (2021-2030) ($MN)
31 Global Digital Agriculture Market Outlook, By Electrical Conductivity (EC) Sensors (2021-2030) ($MN)
32 Global Digital Agriculture Market Outlook, By Temperature & Environmental Monitoring Sensors (2021-2030) ($MN)
33 Global Digital Agriculture Market Outlook, By Sensors For Smart Greenhouse (2021-2030) ($MN)
34 Global Digital Agriculture Market Outlook, By Other Sensing & Monitoring Devices (2021-2030) ($MN)
35 Global Digital Agriculture Market Outlook, By Other Types (2021-2030) ($MN)
36 Global Digital Agriculture Market Outlook, By Technology (2021-2030) ($MN)
37 Global Digital Agriculture Market Outlook, By Crop Monitoring (2021-2030) ($MN)
38 Global Digital Agriculture Market Outlook, By Guidance System (2021-2030) ($MN)
39 Global Digital Agriculture Market Outlook, By Variable Rate Technology (2021-2030) ($MN)
40 Global Digital Agriculture Market Outlook, By Remote Sensing (2021-2030) ($MN)
41 Global Digital Agriculture Market Outlook, By Artificial Intelligence (2021-2030) ($MN)
42 Global Digital Agriculture Market Outlook, By Precision Farming (2021-2030) ($MN)
43 Global Digital Agriculture Market Outlook, By Peripheral Technologies (2021-2030) ($MN)
44 Global Digital Agriculture Market Outlook, By Apps (2021-2030) ($MN)
45 Global Digital Agriculture Market Outlook, By Platforms (2021-2030) ($MN)
46 Global Digital Agriculture Market Outlook, By Core Technologies (2021-2030) ($MN)
47 Global Digital Agriculture Market Outlook, By Robotics (2021-2030) ($MN)
48 Global Digital Agriculture Market Outlook, By Drones (2021-2030) ($MN)
49 Global Digital Agriculture Market Outlook, By Automation (2021-2030) ($MN)
50 Global Digital Agriculture Market Outlook, By Other Technologies (2021-2030) ($MN)
51 Global Digital Agriculture Market Outlook, By Operation (2021-2030) ($MN)
52 Global Digital Agriculture Market Outlook, By Monitoring & Scouting (2021-2030) ($MN)
53 Global Digital Agriculture Market Outlook, By Marketing & Demand Generation (2021-2030) ($MN)
54 Global Digital Agriculture Market Outlook, By Farming & Feeding (2021-2030) ($MN)
55 Global Digital Agriculture Market Outlook, By Precision Animal Rearing & Feeding (2021-2030) ($MN)
56 Global Digital Agriculture Market Outlook, By Precision Aquaculture (2021-2030) ($MN)
57 Global Digital Agriculture Market Outlook, By Precision Agriculture (2021-2030) ($MN)
58 Global Digital Agriculture Market Outlook, By Smart Greenhouse (2021-2030) ($MN)
59 Global Digital Agriculture Market Outlook, By Precision Forestry (2021-2030) ($MN)
60 Global Digital Agriculture Market Outlook, By Other Operations (2021-2030) ($MN)
61 Global Digital Agriculture Market Outlook, By Company Type (2021-2030) ($MN)
62 Global Digital Agriculture Market Outlook, By Tier 1-55 % (2021-2030) ($MN)
63 Global Digital Agriculture Market Outlook, By Tier 2-20% (2021-2030) ($MN)
64 Global Digital Agriculture Market Outlook, By Tier 3-25% (2021-2030) ($MN)
65 Global Digital Agriculture Market Outlook, By Application (2021-2030) ($MN)
66 Global Digital Agriculture Market Outlook, By Soil Monitoring (2021-2030) ($MN)
67 Global Digital Agriculture Market Outlook, By Field Mapping (2021-2030) ($MN)
68 Global Digital Agriculture Market Outlook, By Yield Monitoring (2021-2030) ($MN)
69 Global Digital Agriculture Market Outlook, By Variable Rate Application (2021-2030) ($MN)
70 Global Digital Agriculture Market Outlook, By Crop Scouting (2021-2030) ($MN)
71 Global Digital Agriculture Market Outlook, By Drone Analytics (2021-2030) ($MN)
72 Global Digital Agriculture Market Outlook, By Farm Inventory Management (2021-2030) ($MN)
73 Global Digital Agriculture Market Outlook, By Crop Management (2021-2030) ($MN)
74 Global Digital Agriculture Market Outlook, By Personnel Management (2021-2030) ($MN)
75 Global Digital Agriculture Market Outlook, By Financial Management (2021-2030) ($MN)
76 Global Digital Agriculture Market Outlook, By Weather Tracking & Forecasting (2021-2030) ($MN)
77 Global Digital Agriculture Market Outlook, By Other Applications (2021-2030) ($MN)
Note: Tables for North America, Europe, APAC, South America, and Middle East & Africa Regions are also represented in the same manner as above.
List of Figures
RESEARCH METHODOLOGY
We at ‘Stratistics’ opt for an extensive research approach which involves data mining, data validation, and data analysis. The various research sources include in-house repository, secondary research, competitor’s sources, social media research, client internal data, and primary research.
Our team of analysts prefers the most reliable and authenticated data sources in order to perform the comprehensive literature search. With access to most of the authenticated data bases our team highly considers the best mix of information through various sources to obtain extensive and accurate analysis.
Each report takes an average time of a month and a team of 4 industry analysts. The time may vary depending on the scope and data availability of the desired market report. The various parameters used in the market assessment are standardized in order to enhance the data accuracy.
Data Mining
The data is collected from several authenticated, reliable, paid and unpaid sources and is filtered depending on the scope & objective of the research. Our reports repository acts as an added advantage in this procedure. Data gathering from the raw material suppliers, distributors and the manufacturers is performed on a regular basis, this helps in the comprehensive understanding of the products value chain. Apart from the above mentioned sources the data is also collected from the industry consultants to ensure the objective of the study is in the right direction.
Market trends such as technological advancements, regulatory affairs, market dynamics (Drivers, Restraints, Opportunities and Challenges) are obtained from scientific journals, market related national & international associations and organizations.
Data Analysis
From the data that is collected depending on the scope & objective of the research the data is subjected for the analysis. The critical steps that we follow for the data analysis include:
- Product Lifecycle Analysis
- Competitor analysis
- Risk analysis
- Porters Analysis
- PESTEL Analysis
- SWOT Analysis
The data engineering is performed by the core industry experts considering both the Marketing Mix Modeling and the Demand Forecasting. The marketing mix modeling makes use of multiple-regression techniques to predict the optimal mix of marketing variables. Regression factor is based on a number of variables and how they relate to an outcome such as sales or profits.
Data Validation
The data validation is performed by the exhaustive primary research from the expert interviews. This includes telephonic interviews, focus groups, face to face interviews, and questionnaires to validate our research from all aspects. The industry experts we approach come from the leading firms, involved in the supply chain ranging from the suppliers, distributors to the manufacturers and consumers so as to ensure an unbiased analysis.
We are in touch with more than 15,000 industry experts with the right mix of consultants, CEO's, presidents, vice presidents, managers, experts from both supply side and demand side, executives and so on.
The data validation involves the primary research from the industry experts belonging to:
- Leading Companies
- Suppliers & Distributors
- Manufacturers
- Consumers
- Industry/Strategic Consultants
Apart from the data validation the primary research also helps in performing the fill gap research, i.e. providing solutions for the unmet needs of the research which helps in enhancing the reports quality.
For more details about research methodology, kindly write to us at info@strategymrc.com
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