Agriculture Supply Chain Management Market
Agriculture Supply Chain Management Market Forecasts to 2030 - Global Analysis By Component (Services, Solution, Hardware and Other Components), Solution Type (Fleet Management Solutions, Food Safety and Compliance, Inventory Management Solutions, Market Intelligence, Supplier Management, Transportation Management System and Other Solution Types), Deployment Type, Enterprise Size and By Geography
|
Years Covered |
2021-2030 |
|
Estimated Year Value (2023) |
US $0.9 BN |
|
Projected Year Value (2030) |
US $2.1 BN |
|
CAGR (2023 - 2030) |
12.3% |
|
Regions Covered |
North America, Europe, Asia Pacific, South America, and Middle East & Africa |
|
Countries Covered |
US, Canada, Mexico, Germany, UK, Italy, France, Spain, Japan, China, India, Australia, New Zealand, South Korea, Rest of Asia Pacific, South America, Argentina, Brazil, Chile, Middle East & Africa, Saudi Arabia, UAE, Qatar, and South Africa |
|
Largest Market |
Asia Pacific |
|
Highest Growing Market |
Asia Pacific |
According to Stratistics MRC, the Global Agriculture Supply Chain Management Market is accounted for $0.9 billion in 2023 and is expected to reach $2.1 billion by 2030 growing at a CAGR of 12.3% during the forecast period. Agriculture Supply Chain Management refers to the system of managing the flow of agricultural products, from production to consumption. It encompasses various activities such as sourcing, processing, storage, transportation, and distribution, aiming to optimize efficiency and minimize waste. It enables farmers to streamline production processes, optimize inventory management, and reduce operational costs by integrating technology-driven solutions. This system also enhances market access for farmers, promotes sustainability practices, and fosters collaboration among stakeholders, ultimately leading to more efficient, resilient, and profitable agricultural operations.
According to Gartner survey, among 211 supply chain professionals, 34% of respondent said that adapting new technology is the most important strategic change in supply chain organizations, such an increase in the adoption and integration of AI-based and cloud based SCM software among key players drives the growth of the market.
Market Dynamics:
Driver:
Increased demand for food security
With a burgeoning global population and the impacts of climate change looming, ensuring a reliable and efficient agricultural supply chain has become imperative. ASCM solutions offer a comprehensive approach to managing every aspect of the agricultural supply chain, from production and distribution to storage and retail. These technologies streamline processes, enhance visibility, and optimize resource allocation, thereby bolstering resilience against disruptions and ensuring food reaches consumers efficiently.
Restraint:
High initial investment
Implementing ASCM solutions often demands substantial upfront financial commitment, encompassing the costs of acquiring technology, infrastructure development, and training personnel. For many agricultural businesses, particularly smaller operations or those in developing regions, this financial burden can be prohibitive. The investment required may include purchasing hardware such as sensors and IoT devices, software licenses for data analytics platforms, and infrastructure upgrades for connectivity. However, specialized training may be necessary to equip personnel with the skills needed to effectively utilize ASCM technologies.
Opportunity:
Technological advancements
Advanced technologies such as Internet of Things (IoT), artificial intelligence (AI), blockchain, and data analytics are transforming traditional farming practices and supply chain operations. IoT devices enable real-time monitoring of agricultural assets, from soil conditions to machinery performance, optimizing resource usage and enhancing productivity. AI algorithms analyze vast datasets to provide actionable insights, improving decision-making processes and predictive capabilities. Data analytics platforms enable stakeholders to leverage big data for better planning, forecasting, and inventory management. These technological advancements streamline processes, reduce waste, and lower costs, ultimately driving the ASCM market forward.
Threat:
Data privacy and security concerns
The collection, storage, and sharing of vast amounts of sensitive agricultural data raise apprehensions about potential breaches, unauthorized access, and misuse. Given the critical nature of agricultural information, including crop yields, soil conditions, and supply chain transactions, ensuring the confidentiality, integrity, and availability of data is paramount. Concerns about data privacy compliance, particularly with regulations such as GDPR and CCPA, add further complexity to ASCM implementation. Moreover, the decentralized nature of agricultural supply chains involving multiple stakeholders increases the risk of data vulnerabilities and breaches.
Covid-19 Impact:
The COVID-19 pandemic significantly disrupted the agriculture supply chain management market, affecting various aspects from production to distribution. Lockdowns, travel restrictions, and labor shortages impeded agricultural activities such as planting, harvesting, and transportation. Reduced workforce availability led to delays in farm operations, affecting crop yields and quality. Additionally, logistical challenges and border closures disrupted international trade, causing shortages of inputs like seeds, fertilizers, and machinery. While the pandemic exposed vulnerabilities in the agriculture supply chain, it also accelerated technological innovations and prompted resilience-building measures to mitigate future disruptions.
The hardware segment is expected to be the largest during the forecast period
Hardware segment is expected to hold the largest share of the market throughout the projection period. Advanced hardware technologies such as IoT (Internet of Things) sensors, drones, and robotics are revolutionizing agricultural operations by providing real-time data on soil conditions, weather patterns, crop health, and equipment performance. These devices enable farmers to make data-driven decisions, optimize resource usage, and improve productivity throughout the supply chain. For instance, IoT sensors monitor environmental parameters, ensuring optimal conditions for crop growth, while drones offer aerial imaging for crop monitoring and pest detection. As a result, these elements are boosting the segmental growth.
The inventory management solutions segment is expected to have the highest CAGR during the forecast period
Inventory Management Solutions segment is expected to have the highest CAGR during the estimation period. With the complexities of agricultural production and distribution, efficient management of inventory is essential for minimizing waste, reducing costs, and ensuring timely deliveries. Inventory management solutions leverage technologies such as RFID (Radio Frequency Identification), barcode scanning, and cloud-based software to track and manage inventory levels accurately throughout the supply chain. These solutions enable farmers, distributors, and retailers to monitor stock levels, forecast demand, and streamline procurement processes effectively.
Region with largest share:
Asia Pacific region commanded the largest share of the market over the extrapolated period as rapid urbanization and increasing disposable incomes are driving demand for high-quality agricultural products, prompting farmers and businesses to adopt advanced supply chain solutions. Governments across the Asia Pacific are promoting initiatives to modernize agriculture and enhance food security, further fueling the growth of ASCM solutions. These elements are boosting the regional growth.
Region with highest CAGR:
Asia Pacific region is poised to hold profitable growth over the extrapolated period. As trade barriers diminish and international markets become more accessible, there is a growing demand for efficient supply chain solutions to meet stringent quality standards and regulatory requirements in the region. Additionally, with its diverse agricultural landscape and abundance of produce, is well-positioned to capitalize on these opportunities. ASCM technologies in the region enable stakeholders to streamline processes, enhance traceability, and ensure compliance with international standards, thus facilitating seamless trade across borders.
Key players in the market
Some of the key players in Agriculture Supply Chain Management market include AGCO Corporation, AgriDigital, BASF SE, Bext360, eHarvestHub, Geora Ltd, GrainChain, Inc, IBM, Oracle Corporation, SAP SE and Trimble Inc.
Key Developments:
In September 2023, Microsoft and Oracle expand partnership to deliver Oracle Database Services on Oracle Cloud Infrastructure in Microsoft Azure. Oracle Database@Azure delivers all the performance, scale, and workload availability advantages of Oracle Database on OCI with the security, flexibility, and best-in-class services of Microsoft Azure, including best-in-class AI services like Azure OpenAI. This combination provides customers with more flexibility regarding where they run their workloads.
In May 2022, a partnership took place between Star Index and Intellync, providers of management solutions for the supply chain. The combined expertise of the respective companies aims to provide maximum benefits to the potential consumers by reducing resource requirements, facilitating improvements, reporting data, capturing data, and assessing the risk involved across the various supply chains involved in the food and agricultural businesses.
In October, 2021, FCE GROUP AG announced partnership with Synergos-Nigeria, which was a non-profit organization working to bring improvements to smallholder farmers. The partnership worked to improve the agricultural produce in Kaduna State of northwest Nigeria.
Components Covered:
• Services
• Solution
• Hardware
• Other Components
Solution Types Covered:
• Fleet Management Solutions
• Food Safety and Compliance
• Inventory Management Solutions
• Market Intelligence
• Supplier Management
• Transportation Management System
• Other Solution Types
Deployment Types Covered:
• On-Demand/Cloud-Based
• On-premise
Enterprise Sizes Covered:
• Small and Medium Enterprises
• Large Enterprises
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
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 Emerging Markets
3.7 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 Agriculture Supply Chain Management Market, By Component
5.1 Introduction
5.2 Services
5.3 Solution
5.4 Hardware
5.5 Other Components
6 Global Agriculture Supply Chain Management Market, By Solution Type
6.1 Introduction
6.2 Fleet Management Solutions
6.3 Food Safety and Compliance
6.4 Inventory Management Solutions
6.5 Market Intelligence
6.6 Supplier Management
6.7 Transportation Management System
6.8 Other Solution Types
7 Global Agriculture Supply Chain Management Market, By Deployment Type
7.1 Introduction
7.2 On-Demand/Cloud-Based
7.3 On-premise
8 Global Agriculture Supply Chain Management Market, By Enterprise Size
8.1 Introduction
8.2 Small and Medium Enterprises
8.3 Large Enterprises
9 Global Agriculture Supply Chain Management Market, By Geography
9.1 Introduction
9.2 North America
9.2.1 US
9.2.2 Canada
9.2.3 Mexico
9.3 Europe
9.3.1 Germany
9.3.2 UK
9.3.3 Italy
9.3.4 France
9.3.5 Spain
9.3.6 Rest of Europe
9.4 Asia Pacific
9.4.1 Japan
9.4.2 China
9.4.3 India
9.4.4 Australia
9.4.5 New Zealand
9.4.6 South Korea
9.4.7 Rest of Asia Pacific
9.5 South America
9.5.1 Argentina
9.5.2 Brazil
9.5.3 Chile
9.5.4 Rest of South America
9.6 Middle East & Africa
9.6.1 Saudi Arabia
9.6.2 UAE
9.6.3 Qatar
9.6.4 South Africa
9.6.5 Rest of Middle East & Africa
10 Key Developments
10.1 Agreements, Partnerships, Collaborations and Joint Ventures
10.2 Acquisitions & Mergers
10.3 New Product Launch
10.4 Expansions
10.5 Other Key Strategies
11 Company Profiling
11.1 AGCO Corporation
11.2 AgriDigital
11.3 BASF SE
11.4 Bext360
11.5 eHarvestHub
11.6 Geora Ltd
11.7 GrainChain, Inc
11.8 IBM
11.9 Oracle Corporation
11.10 SAP SE
11.11 Trimble Inc
List of Tables
1 Global Agriculture Supply Chain Management Market Outlook, By Region (2021-2030) ($MN)
2 Global Agriculture Supply Chain Management Market Outlook, By Component (2021-2030) ($MN)
3 Global Agriculture Supply Chain Management Market Outlook, By Services (2021-2030) ($MN)
4 Global Agriculture Supply Chain Management Market Outlook, By Solution (2021-2030) ($MN)
5 Global Agriculture Supply Chain Management Market Outlook, By Hardware (2021-2030) ($MN)
6 Global Agriculture Supply Chain Management Market Outlook, By Other Components (2021-2030) ($MN)
7 Global Agriculture Supply Chain Management Market Outlook, By Solution Type (2021-2030) ($MN)
8 Global Agriculture Supply Chain Management Market Outlook, By Fleet Management Solutions (2021-2030) ($MN)
9 Global Agriculture Supply Chain Management Market Outlook, By Food Safety and Compliance (2021-2030) ($MN)
10 Global Agriculture Supply Chain Management Market Outlook, By Inventory Management Solutions (2021-2030) ($MN)
11 Global Agriculture Supply Chain Management Market Outlook, By Market Intelligence (2021-2030) ($MN)
12 Global Agriculture Supply Chain Management Market Outlook, By Supplier Management (2021-2030) ($MN)
13 Global Agriculture Supply Chain Management Market Outlook, By Transportation Management System (2021-2030) ($MN)
14 Global Agriculture Supply Chain Management Market Outlook, By Other Solution Types (2021-2030) ($MN)
15 Global Agriculture Supply Chain Management Market Outlook, By Deployment Type (2021-2030) ($MN)
16 Global Agriculture Supply Chain Management Market Outlook, By On-Demand/Cloud-Based (2021-2030) ($MN)
17 Global Agriculture Supply Chain Management Market Outlook, By On-premise (2021-2030) ($MN)
18 Global Agriculture Supply Chain Management Market Outlook, By Enterprise Size (2021-2030) ($MN)
19 Global Agriculture Supply Chain Management Market Outlook, By Small and Medium Enterprises (2021-2030) ($MN)
20 Global Agriculture Supply Chain Management Market Outlook, By Large Enterprises (2021-2030) ($MN)
21 North America Agriculture Supply Chain Management Market Outlook, By Country (2021-2030) ($MN)
22 North America Agriculture Supply Chain Management Market Outlook, By Component (2021-2030) ($MN)
23 North America Agriculture Supply Chain Management Market Outlook, By Services (2021-2030) ($MN)
24 North America Agriculture Supply Chain Management Market Outlook, By Solution (2021-2030) ($MN)
25 North America Agriculture Supply Chain Management Market Outlook, By Hardware (2021-2030) ($MN)
26 North America Agriculture Supply Chain Management Market Outlook, By Other Components (2021-2030) ($MN)
27 North America Agriculture Supply Chain Management Market Outlook, By Solution Type (2021-2030) ($MN)
28 North America Agriculture Supply Chain Management Market Outlook, By Fleet Management Solutions (2021-2030) ($MN)
29 North America Agriculture Supply Chain Management Market Outlook, By Food Safety and Compliance (2021-2030) ($MN)
30 North America Agriculture Supply Chain Management Market Outlook, By Inventory Management Solutions (2021-2030) ($MN)
31 North America Agriculture Supply Chain Management Market Outlook, By Market Intelligence (2021-2030) ($MN)
32 North America Agriculture Supply Chain Management Market Outlook, By Supplier Management (2021-2030) ($MN)
33 North America Agriculture Supply Chain Management Market Outlook, By Transportation Management System (2021-2030) ($MN)
34 North America Agriculture Supply Chain Management Market Outlook, By Other Solution Types (2021-2030) ($MN)
35 North America Agriculture Supply Chain Management Market Outlook, By Deployment Type (2021-2030) ($MN)
36 North America Agriculture Supply Chain Management Market Outlook, By On-Demand/Cloud-Based (2021-2030) ($MN)
37 North America Agriculture Supply Chain Management Market Outlook, By On-premise (2021-2030) ($MN)
38 North America Agriculture Supply Chain Management Market Outlook, By Enterprise Size (2021-2030) ($MN)
39 North America Agriculture Supply Chain Management Market Outlook, By Small and Medium Enterprises (2021-2030) ($MN)
40 North America Agriculture Supply Chain Management Market Outlook, By Large Enterprises (2021-2030) ($MN)
41 Europe Agriculture Supply Chain Management Market Outlook, By Country (2021-2030) ($MN)
42 Europe Agriculture Supply Chain Management Market Outlook, By Component (2021-2030) ($MN)
43 Europe Agriculture Supply Chain Management Market Outlook, By Services (2021-2030) ($MN)
44 Europe Agriculture Supply Chain Management Market Outlook, By Solution (2021-2030) ($MN)
45 Europe Agriculture Supply Chain Management Market Outlook, By Hardware (2021-2030) ($MN)
46 Europe Agriculture Supply Chain Management Market Outlook, By Other Components (2021-2030) ($MN)
47 Europe Agriculture Supply Chain Management Market Outlook, By Solution Type (2021-2030) ($MN)
48 Europe Agriculture Supply Chain Management Market Outlook, By Fleet Management Solutions (2021-2030) ($MN)
49 Europe Agriculture Supply Chain Management Market Outlook, By Food Safety and Compliance (2021-2030) ($MN)
50 Europe Agriculture Supply Chain Management Market Outlook, By Inventory Management Solutions (2021-2030) ($MN)
51 Europe Agriculture Supply Chain Management Market Outlook, By Market Intelligence (2021-2030) ($MN)
52 Europe Agriculture Supply Chain Management Market Outlook, By Supplier Management (2021-2030) ($MN)
53 Europe Agriculture Supply Chain Management Market Outlook, By Transportation Management System (2021-2030) ($MN)
54 Europe Agriculture Supply Chain Management Market Outlook, By Other Solution Types (2021-2030) ($MN)
55 Europe Agriculture Supply Chain Management Market Outlook, By Deployment Type (2021-2030) ($MN)
56 Europe Agriculture Supply Chain Management Market Outlook, By On-Demand/Cloud-Based (2021-2030) ($MN)
57 Europe Agriculture Supply Chain Management Market Outlook, By On-premise (2021-2030) ($MN)
58 Europe Agriculture Supply Chain Management Market Outlook, By Enterprise Size (2021-2030) ($MN)
59 Europe Agriculture Supply Chain Management Market Outlook, By Small and Medium Enterprises (2021-2030) ($MN)
60 Europe Agriculture Supply Chain Management Market Outlook, By Large Enterprises (2021-2030) ($MN)
61 Asia Pacific Agriculture Supply Chain Management Market Outlook, By Country (2021-2030) ($MN)
62 Asia Pacific Agriculture Supply Chain Management Market Outlook, By Component (2021-2030) ($MN)
63 Asia Pacific Agriculture Supply Chain Management Market Outlook, By Services (2021-2030) ($MN)
64 Asia Pacific Agriculture Supply Chain Management Market Outlook, By Solution (2021-2030) ($MN)
65 Asia Pacific Agriculture Supply Chain Management Market Outlook, By Hardware (2021-2030) ($MN)
66 Asia Pacific Agriculture Supply Chain Management Market Outlook, By Other Components (2021-2030) ($MN)
67 Asia Pacific Agriculture Supply Chain Management Market Outlook, By Solution Type (2021-2030) ($MN)
68 Asia Pacific Agriculture Supply Chain Management Market Outlook, By Fleet Management Solutions (2021-2030) ($MN)
69 Asia Pacific Agriculture Supply Chain Management Market Outlook, By Food Safety and Compliance (2021-2030) ($MN)
70 Asia Pacific Agriculture Supply Chain Management Market Outlook, By Inventory Management Solutions (2021-2030) ($MN)
71 Asia Pacific Agriculture Supply Chain Management Market Outlook, By Market Intelligence (2021-2030) ($MN)
72 Asia Pacific Agriculture Supply Chain Management Market Outlook, By Supplier Management (2021-2030) ($MN)
73 Asia Pacific Agriculture Supply Chain Management Market Outlook, By Transportation Management System (2021-2030) ($MN)
74 Asia Pacific Agriculture Supply Chain Management Market Outlook, By Other Solution Types (2021-2030) ($MN)
75 Asia Pacific Agriculture Supply Chain Management Market Outlook, By Deployment Type (2021-2030) ($MN)
76 Asia Pacific Agriculture Supply Chain Management Market Outlook, By On-Demand/Cloud-Based (2021-2030) ($MN)
77 Asia Pacific Agriculture Supply Chain Management Market Outlook, By On-premise (2021-2030) ($MN)
78 Asia Pacific Agriculture Supply Chain Management Market Outlook, By Enterprise Size (2021-2030) ($MN)
79 Asia Pacific Agriculture Supply Chain Management Market Outlook, By Small and Medium Enterprises (2021-2030) ($MN)
80 Asia Pacific Agriculture Supply Chain Management Market Outlook, By Large Enterprises (2021-2030) ($MN)
81 South America Agriculture Supply Chain Management Market Outlook, By Country (2021-2030) ($MN)
82 South America Agriculture Supply Chain Management Market Outlook, By Component (2021-2030) ($MN)
83 South America Agriculture Supply Chain Management Market Outlook, By Services (2021-2030) ($MN)
84 South America Agriculture Supply Chain Management Market Outlook, By Solution (2021-2030) ($MN)
85 South America Agriculture Supply Chain Management Market Outlook, By Hardware (2021-2030) ($MN)
86 South America Agriculture Supply Chain Management Market Outlook, By Other Components (2021-2030) ($MN)
87 South America Agriculture Supply Chain Management Market Outlook, By Solution Type (2021-2030) ($MN)
88 South America Agriculture Supply Chain Management Market Outlook, By Fleet Management Solutions (2021-2030) ($MN)
89 South America Agriculture Supply Chain Management Market Outlook, By Food Safety and Compliance (2021-2030) ($MN)
90 South America Agriculture Supply Chain Management Market Outlook, By Inventory Management Solutions (2021-2030) ($MN)
91 South America Agriculture Supply Chain Management Market Outlook, By Market Intelligence (2021-2030) ($MN)
92 South America Agriculture Supply Chain Management Market Outlook, By Supplier Management (2021-2030) ($MN)
93 South America Agriculture Supply Chain Management Market Outlook, By Transportation Management System (2021-2030) ($MN)
94 South America Agriculture Supply Chain Management Market Outlook, By Other Solution Types (2021-2030) ($MN)
95 South America Agriculture Supply Chain Management Market Outlook, By Deployment Type (2021-2030) ($MN)
96 South America Agriculture Supply Chain Management Market Outlook, By On-Demand/Cloud-Based (2021-2030) ($MN)
97 South America Agriculture Supply Chain Management Market Outlook, By On-premise (2021-2030) ($MN)
98 South America Agriculture Supply Chain Management Market Outlook, By Enterprise Size (2021-2030) ($MN)
99 South America Agriculture Supply Chain Management Market Outlook, By Small and Medium Enterprises (2021-2030) ($MN)
100 South America Agriculture Supply Chain Management Market Outlook, By Large Enterprises (2021-2030) ($MN)
101 Middle East & Africa Agriculture Supply Chain Management Market Outlook, By Country (2021-2030) ($MN)
102 Middle East & Africa Agriculture Supply Chain Management Market Outlook, By Component (2021-2030) ($MN)
103 Middle East & Africa Agriculture Supply Chain Management Market Outlook, By Services (2021-2030) ($MN)
104 Middle East & Africa Agriculture Supply Chain Management Market Outlook, By Solution (2021-2030) ($MN)
105 Middle East & Africa Agriculture Supply Chain Management Market Outlook, By Hardware (2021-2030) ($MN)
106 Middle East & Africa Agriculture Supply Chain Management Market Outlook, By Other Components (2021-2030) ($MN)
107 Middle East & Africa Agriculture Supply Chain Management Market Outlook, By Solution Type (2021-2030) ($MN)
108 Middle East & Africa Agriculture Supply Chain Management Market Outlook, By Fleet Management Solutions (2021-2030) ($MN)
109 Middle East & Africa Agriculture Supply Chain Management Market Outlook, By Food Safety and Compliance (2021-2030) ($MN)
110 Middle East & Africa Agriculture Supply Chain Management Market Outlook, By Inventory Management Solutions (2021-2030) ($MN)
111 Middle East & Africa Agriculture Supply Chain Management Market Outlook, By Market Intelligence (2021-2030) ($MN)
112 Middle East & Africa Agriculture Supply Chain Management Market Outlook, By Supplier Management (2021-2030) ($MN)
113 Middle East & Africa Agriculture Supply Chain Management Market Outlook, By Transportation Management System (2021-2030) ($MN)
114 Middle East & Africa Agriculture Supply Chain Management Market Outlook, By Other Solution Types (2021-2030) ($MN)
115 Middle East & Africa Agriculture Supply Chain Management Market Outlook, By Deployment Type (2021-2030) ($MN)
116 Middle East & Africa Agriculture Supply Chain Management Market Outlook, By On-Demand/Cloud-Based (2021-2030) ($MN)
117 Middle East & Africa Agriculture Supply Chain Management Market Outlook, By On-premise (2021-2030) ($MN)
118 Middle East & Africa Agriculture Supply Chain Management Market Outlook, By Enterprise Size (2021-2030) ($MN)
119 Middle East & Africa Agriculture Supply Chain Management Market Outlook, By Small and Medium Enterprises (2021-2030) ($MN)
120 Middle East & Africa Agriculture Supply Chain Management Market Outlook, By Large Enterprises (2021-2030) ($MN)
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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