Retail Cloud Market
Retail Cloud Market Forecasts to 2028 - Global Analysis By Solution (Supply Chain Management, Customer Management, Merchandizing and Other Solutions), Service Type (Infrastructure as a service (IaaS), Software as a service (SaaS) and Platform as a service (PaaS)), Organization Size (Larger Enterprises and Small and medium-sized enterprises (SMEs)), Deployment and By Geography
|
Years Covered |
2020-2028 |
|
Estimated Year Value (2022) |
US $16.57 BN |
|
Projected Year Value (2028) |
US $46.58 BN |
|
CAGR (2022 - 2028) |
18.8% |
|
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 |
North America |
|
Highest Growing Market |
Asia Pacific |
According to Stratistics MRC, the Global Retail Cloud Market is accounted for $16.57 billion in 2022 and is expected to reach $46.58 billion by 2028 growing at a CAGR of 18.8% during the forecast period. Retail Cloud is a cloud-based retail solution that combines data analytics and artificial intelligence (AI), enabling retailers to create products that are responsive to customer feedback. Retailers can use cloud computing to gather data from the internet to satisfy the needs of their customers. Supply chains and logistics can be streamlined, and cloud computing enables the provision of seamless, high-quality client experiences.
According to the India Brand Equity Foundation (IBEF) report, the Indian smartphone market experienced a 10-fold increase from 14.5 million shipments in 2011 to 150 million in 2020. Therefore, the rapid adoption of smartphones will propel the retail cloud market.
Market Dynamics:
Driver:
Rapid adoption of smartphones
The soaring demand for a digitalized customer experience, the widespread use of smartphones, the increased emphasis on compliance and partnerships, and the quick uptake of omni-channel marketing by retailers are the main drivers of the retail cloud market's expansion. The use of smartphones as effective point-of-sale (POS) systems that support the management of payments, handling of inventory, and location tracking has been observed across the globe. Additionally, by combining smartphone technology with cloud computing, retailers can gather real-time data to modify their product and service offerings to better suit the needs of their customers and seize new growth opportunities.
Restraint:
Integrating cloud-based systems with legacy systems
One of the main obstacles to the adoption of cloud computing systems in the retail sector is the integration of cloud systems with legacy systems. Over the years, many retailers have invested in legacy systems, which frequently handle crucial tasks like inventory management, order processing, and payment processing. It can be difficult to integrate these systems with cloud-based systems. Older technologies, on which legacy systems are frequently based, may not be compatible with more recent cloud-based systems. This may lead to problems with data exchange and migration, which may affect the system's work as a whole. Such factors restrict the market's growth.
Opportunity:
Rapid technological advancements
A key trend that is becoming increasingly popular in the retail cloud market is technological advancement. The demand for cloud computing technology that enhances customer experiences while streamlining processes and reducing IT costs is being seen in the market. To improve their market position, major players in the retail cloud market are concentrating on offering cutting-edge solutions. For instance, a US-based cloud company called Snowflake introduced a retail data cloud in March 2022 to promote collaboration, deliver exceptional customer experiences, and streamline retail operations. This encourages cloud adoption, which fuels the expansion of the retail cloud market globally.
Threat:
Cloud data security issues
Unfortunately, there are many data breaches in the retail sector. Due to the dynamic nature of cloud infrastructure and services, risk factors can easily compound in a cloud environment. A hybrid cloud environment's total attack surface can be expanded beyond conventional on-premises frameworks thanks to new permissions to access the growing number of CSP services, which can also increase the potential for mistakes. Attacks can be extremely damaging if the right databases and cloud storage systems are breached, making retailers a prime target for attackers due to the sensitive information they hold.
Covid-19 Impact
COVID-19's widespread spread has significantly impacted consumer behavior, product demand, retail store, factory, and logistics service operations. However, depending on the demand from various businesses, the impact on the retail cloud varies. For instance, low demand has had a significant negative impact on the electronics and fashion sectors, but food, home goods, and pharmaceuticals have seen a significant shift in demand and are now looking for an omnichannel presence, which is driving up the demand for retail cloud.
The reporting and analytics segment is expected to be the largest during the forecast period
During the forecast period, the reporting and analytics segment is expected to witness the largest market share. Retail cloud analytics solutions gather information on consumer behavior and preferences from a variety of data sources, including point-of-sale systems, customer loyalty programs, and social media. The data can be examined to find patterns and trends and produce insights that can help with business decisions. Accessing real-time data from any location with an internet connection is one of the main advantages of using cloud-based reporting and analytics solutions. As a result, managers and other interested parties will find it simple and quick to access data and insights and can base their decisions on the most recent information, which contributes to the expansion of the market.
The small and medium-sized enterprises (SMEs) segment is expected to have the highest CAGR during the forecast period
Over the course of the forecast period, small and medium-sized enterprises (SMEs) segment is expected to have the highest CAGR. Small and medium-sized businesses (SMEs) are more constrained by resources than large corporations and need better ways to handle complexity in order to improve the efficiency of their business processes. Due to their accessibility and adaptability, cloud services have become a crucial component of business operations for SMEs, and in the years to come, their adoption is anticipated to increase. Small and medium-sized businesses (SMEs) are increasingly adopting retail cloud solutions and services as they try to streamline their business processes and stay competitive in the quickly changing retail sector.
Region with largest share:
Due to the growing adoption of cloud-based solutions across the retail sector in developed economies like Canada and the United States. The presence of retailers like Walmart, Costco, Kroger, The Home Depot, and Target makes North America's retail market one of the largest in the world. The demand for retail cloud solutions is strongest in North America. In comparison to many other regions, the region has one of the most innovative retail environments. Additionally, specialty stores in the area use cloud solutions very frequently, and the expansion of regional government initiatives is assisting the market's rapid growth over the course of the forecast period.
Region with highest CAGR:
The retail cloud market is anticipated to experience the fastest growth in the Asia-Pacific region over the forecast period. Investment in digital transformation initiatives in nations like China, Japan, and India is anticipated to occur in the Asia-Pacific region. Asia Pacific had the highest edge computing equipment footprint among regions in 2020, with a total of 187 MW, according to the State of the Edge report. Many cloud service providers are also collaborating with retailers to improve customer engagement, streamline operations, and spur innovation. One of the biggest cloud service providers in Asia Pacific, for instance, is Alibaba Cloud, which has been collaborating with local retailers to offer cloud-based services for supply chain management, logistics, and e-commerce. The region's use of retail cloud solutions will probably increase as a result of these factors.
Key players in the market
Some of the key players profiled in the Retail Cloud Market include Flux7, Infor Inc, Accenture, Alibaba Group, Amazon Web Services, Inc, Baidu, Cisco Systems Inc., Epicor Software Corporation, Fujitsu Limited, Google Inc, IBM Corporation, JDA Software Group, Microsoft Corporation, Netmagic Solutions, Nutanix, Oracle Corporation, RapidScale Inc., SAP SE, Syntel Inc. and T-Systems.
Key Developments:
In November 2022, Wipro Limited, a technology services and consulting company, declared new retail solutions built on the Microsoft Cloud and Cloud for Retail and a new Retail Innovation Experience in Mountain View, California. This physical, virtual, and hybrid Experience would deepen collaboration between Microsoft and Wipro to accelerate the delivery of new solutions that would enable retailers to grow their business and build stronger customer relationships.
In March 2022, Snowflake, the Data Cloud company, declared the introduction of the Retail Data Cloud, which primarily unites Snowflake- and partner-delivered solutions, Snowflake's data platform, and industry-specific datasets. The Retail Data Cloud mainly empowers manufacturers, retailers, consumer packaged goods (CPG) vendors, distributors, and industry technology providers to leverage their data, access new data, and seamlessly collaborate across the entire retail industry.
Solutions Covered:
• Supply Chain Management
• Customer Management
• Merchandizing
• Workforce Management
• Reporting and Analytics
• Data Security
• Omni-Channel
• Other Solutions
Service Types Covered:
• Infrastructure as a service (IaaS)
• Software as a service (SaaS)
• Platform as a service (PaaS)
Organization Sizes Covered:
• Larger Enterprises
• Small and medium-sized enterprises (SMEs)
Deployments Covered:
• Public Cloud
• Private Cloud
• Hybrid Cloud
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 2020, 2021, 2022, 2025, and 2028
- 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 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 Retail Cloud Market, By Solution
5.1 Introduction
5.2 Supply Chain Management
5.3 Customer Management
5.4 Merchandizing
5.5 Workforce Management
5.6 Reporting and Analytics
5.7 Data Security
5.8 Omni-Channel
5.9 Other Solutions
6 Global Retail Cloud Market, By Service Type
6.1 Introduction
6.2 Infrastructure as a service (IaaS)
6.3 Software as a service (SaaS)
6.4 Platform as a service (PaaS)
7 Global Retail Cloud Market, By Organization Size
7.1 Introduction
7.2 Larger Enterprises
7.3 Small and medium-sized enterprises (SMEs)
8 Global Retail Cloud Market, By Deployment
8.1 Introduction
8.2 Public Cloud
8.3 Private Cloud
8.4 Hybrid Cloud
9 Global Retail Cloud 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 Flux7
11.2 Infor Inc
11.3 Accenture
11.4 Alibaba Group
11.5 Amazon Web Services, Inc
11.6 Baidu
11.7 Cisco Systems Inc.
11.8 Epicor Software Corporation
11.9 Fujitsu Limited
11.10 Google Inc
11.11 IBM Corporation
11.12 JDA Software Group
11.13 Microsoft Corporation
11.14 Netmagic Solutions
11.15 Nutanix
11.16 Oracle Corporation
11.17 RapidScale Inc.
11.18 SAP SE
11.19 Syntel Inc.
11.20 T-Systems
List of Tables
1 Global Retail Cloud Market Outlook, By Region (2020-2028) ($MN)
2 Global Retail Cloud Market Outlook, By Solution (2020-2028) ($MN)
3 Global Retail Cloud Market Outlook, By Supply Chain Management (2020-2028) ($MN)
4 Global Retail Cloud Market Outlook, By Customer Management (2020-2028) ($MN)
5 Global Retail Cloud Market Outlook, By Merchandizing (2020-2028) ($MN)
6 Global Retail Cloud Market Outlook, By Workforce Management (2020-2028) ($MN)
7 Global Retail Cloud Market Outlook, By Reporting and Analytics (2020-2028) ($MN)
8 Global Retail Cloud Market Outlook, By Data Security (2020-2028) ($MN)
9 Global Retail Cloud Market Outlook, By Omni-Channel (2020-2028) ($MN)
10 Global Retail Cloud Market Outlook, By Other Solutions (2020-2028) ($MN)
11 Global Retail Cloud Market Outlook, By Service Type (2020-2028) ($MN)
12 Global Retail Cloud Market Outlook, By Infrastructure as a service (IaaS) (2020-2028) ($MN)
13 Global Retail Cloud Market Outlook, By Software as a service (SaaS) (2020-2028) ($MN)
14 Global Retail Cloud Market Outlook, By Platform as a service (PaaS) (2020-2028) ($MN)
15 Global Retail Cloud Market Outlook, By Organization Size (2020-2028) ($MN)
16 Global Retail Cloud Market Outlook, By Larger Enterprises (2020-2028) ($MN)
17 Global Retail Cloud Market Outlook, By Small and medium-sized enterprises (SMEs) (2020-2028) ($MN)
18 Global Retail Cloud Market Outlook, By Deployment (2020-2028) ($MN)
19 Global Retail Cloud Market Outlook, By Public Cloud (2020-2028) ($MN)
20 Global Retail Cloud Market Outlook, By Private Cloud (2020-2028) ($MN)
21 Global Retail Cloud Market Outlook, By Hybrid Cloud (2020-2028) ($MN)
22 North America Retail Cloud Market Outlook, By Country (2020-2028) ($MN)
23 North America Retail Cloud Market Outlook, By Solution (2020-2028) ($MN)
24 North America Retail Cloud Market Outlook, By Supply Chain Management (2020-2028) ($MN)
25 North America Retail Cloud Market Outlook, By Customer Management (2020-2028) ($MN)
26 North America Retail Cloud Market Outlook, By Merchandizing (2020-2028) ($MN)
27 North America Retail Cloud Market Outlook, By Workforce Management (2020-2028) ($MN)
28 North America Retail Cloud Market Outlook, By Reporting and Analytics (2020-2028) ($MN)
29 North America Retail Cloud Market Outlook, By Data Security (2020-2028) ($MN)
30 North America Retail Cloud Market Outlook, By Omni-Channel (2020-2028) ($MN)
31 North America Retail Cloud Market Outlook, By Other Solutions (2020-2028) ($MN)
32 North America Retail Cloud Market Outlook, By Service Type (2020-2028) ($MN)
33 North America Retail Cloud Market Outlook, By Infrastructure as a service (IaaS) (2020-2028) ($MN)
34 North America Retail Cloud Market Outlook, By Software as a service (SaaS) (2020-2028) ($MN)
35 North America Retail Cloud Market Outlook, By Platform as a service (PaaS) (2020-2028) ($MN)
36 North America Retail Cloud Market Outlook, By Organization Size (2020-2028) ($MN)
37 North America Retail Cloud Market Outlook, By Larger Enterprises (2020-2028) ($MN)
38 North America Retail Cloud Market Outlook, By Small and medium-sized enterprises (SMEs) (2020-2028) ($MN)
39 North America Retail Cloud Market Outlook, By Deployment (2020-2028) ($MN)
40 North America Retail Cloud Market Outlook, By Public Cloud (2020-2028) ($MN)
41 North America Retail Cloud Market Outlook, By Private Cloud (2020-2028) ($MN)
42 North America Retail Cloud Market Outlook, By Hybrid Cloud (2020-2028) ($MN)
43 Europe Retail Cloud Market Outlook, By Country (2020-2028) ($MN)
44 Europe Retail Cloud Market Outlook, By Solution (2020-2028) ($MN)
45 Europe Retail Cloud Market Outlook, By Supply Chain Management (2020-2028) ($MN)
46 Europe Retail Cloud Market Outlook, By Customer Management (2020-2028) ($MN)
47 Europe Retail Cloud Market Outlook, By Merchandizing (2020-2028) ($MN)
48 Europe Retail Cloud Market Outlook, By Workforce Management (2020-2028) ($MN)
49 Europe Retail Cloud Market Outlook, By Reporting and Analytics (2020-2028) ($MN)
50 Europe Retail Cloud Market Outlook, By Data Security (2020-2028) ($MN)
51 Europe Retail Cloud Market Outlook, By Omni-Channel (2020-2028) ($MN)
52 Europe Retail Cloud Market Outlook, By Other Solutions (2020-2028) ($MN)
53 Europe Retail Cloud Market Outlook, By Service Type (2020-2028) ($MN)
54 Europe Retail Cloud Market Outlook, By Infrastructure as a service (IaaS) (2020-2028) ($MN)
55 Europe Retail Cloud Market Outlook, By Software as a service (SaaS) (2020-2028) ($MN)
56 Europe Retail Cloud Market Outlook, By Platform as a service (PaaS) (2020-2028) ($MN)
57 Europe Retail Cloud Market Outlook, By Organization Size (2020-2028) ($MN)
58 Europe Retail Cloud Market Outlook, By Larger Enterprises (2020-2028) ($MN)
59 Europe Retail Cloud Market Outlook, By Small and medium-sized enterprises (SMEs) (2020-2028) ($MN)
60 Europe Retail Cloud Market Outlook, By Deployment (2020-2028) ($MN)
61 Europe Retail Cloud Market Outlook, By Public Cloud (2020-2028) ($MN)
62 Europe Retail Cloud Market Outlook, By Private Cloud (2020-2028) ($MN)
63 Europe Retail Cloud Market Outlook, By Hybrid Cloud (2020-2028) ($MN)
64 Asia Pacific Retail Cloud Market Outlook, By Country (2020-2028) ($MN)
65 Asia Pacific Retail Cloud Market Outlook, By Solution (2020-2028) ($MN)
66 Asia Pacific Retail Cloud Market Outlook, By Supply Chain Management (2020-2028) ($MN)
67 Asia Pacific Retail Cloud Market Outlook, By Customer Management (2020-2028) ($MN)
68 Asia Pacific Retail Cloud Market Outlook, By Merchandizing (2020-2028) ($MN)
69 Asia Pacific Retail Cloud Market Outlook, By Workforce Management (2020-2028) ($MN)
70 Asia Pacific Retail Cloud Market Outlook, By Reporting and Analytics (2020-2028) ($MN)
71 Asia Pacific Retail Cloud Market Outlook, By Data Security (2020-2028) ($MN)
72 Asia Pacific Retail Cloud Market Outlook, By Omni-Channel (2020-2028) ($MN)
73 Asia Pacific Retail Cloud Market Outlook, By Other Solutions (2020-2028) ($MN)
74 Asia Pacific Retail Cloud Market Outlook, By Service Type (2020-2028) ($MN)
75 Asia Pacific Retail Cloud Market Outlook, By Infrastructure as a service (IaaS) (2020-2028) ($MN)
76 Asia Pacific Retail Cloud Market Outlook, By Software as a service (SaaS) (2020-2028) ($MN)
77 Asia Pacific Retail Cloud Market Outlook, By Platform as a service (PaaS) (2020-2028) ($MN)
78 Asia Pacific Retail Cloud Market Outlook, By Organization Size (2020-2028) ($MN)
79 Asia Pacific Retail Cloud Market Outlook, By Larger Enterprises (2020-2028) ($MN)
80 Asia Pacific Retail Cloud Market Outlook, By Small and medium-sized enterprises (SMEs) (2020-2028) ($MN)
81 Asia Pacific Retail Cloud Market Outlook, By Deployment (2020-2028) ($MN)
82 Asia Pacific Retail Cloud Market Outlook, By Public Cloud (2020-2028) ($MN)
83 Asia Pacific Retail Cloud Market Outlook, By Private Cloud (2020-2028) ($MN)
84 Asia Pacific Retail Cloud Market Outlook, By Hybrid Cloud (2020-2028) ($MN)
85 South America Retail Cloud Market Outlook, By Country (2020-2028) ($MN)
86 South America Retail Cloud Market Outlook, By Solution (2020-2028) ($MN)
87 South America Retail Cloud Market Outlook, By Supply Chain Management (2020-2028) ($MN)
88 South America Retail Cloud Market Outlook, By Customer Management (2020-2028) ($MN)
89 South America Retail Cloud Market Outlook, By Merchandizing (2020-2028) ($MN)
90 South America Retail Cloud Market Outlook, By Workforce Management (2020-2028) ($MN)
91 South America Retail Cloud Market Outlook, By Reporting and Analytics (2020-2028) ($MN)
92 South America Retail Cloud Market Outlook, By Data Security (2020-2028) ($MN)
93 South America Retail Cloud Market Outlook, By Omni-Channel (2020-2028) ($MN)
94 South America Retail Cloud Market Outlook, By Other Solutions (2020-2028) ($MN)
95 South America Retail Cloud Market Outlook, By Service Type (2020-2028) ($MN)
96 South America Retail Cloud Market Outlook, By Infrastructure as a service (IaaS) (2020-2028) ($MN)
97 South America Retail Cloud Market Outlook, By Software as a service (SaaS) (2020-2028) ($MN)
98 South America Retail Cloud Market Outlook, By Platform as a service (PaaS) (2020-2028) ($MN)
99 South America Retail Cloud Market Outlook, By Organization Size (2020-2028) ($MN)
100 South America Retail Cloud Market Outlook, By Larger Enterprises (2020-2028) ($MN)
101 South America Retail Cloud Market Outlook, By Small and medium-sized enterprises (SMEs) (2020-2028) ($MN)
102 South America Retail Cloud Market Outlook, By Deployment (2020-2028) ($MN)
103 South America Retail Cloud Market Outlook, By Public Cloud (2020-2028) ($MN)
104 South America Retail Cloud Market Outlook, By Private Cloud (2020-2028) ($MN)
105 South America Retail Cloud Market Outlook, By Hybrid Cloud (2020-2028) ($MN)
106 Middle East & Africa Retail Cloud Market Outlook, By Country (2020-2028) ($MN)
107 Middle East & Africa Retail Cloud Market Outlook, By Solution (2020-2028) ($MN)
108 Middle East & Africa Retail Cloud Market Outlook, By Supply Chain Management (2020-2028) ($MN)
109 Middle East & Africa Retail Cloud Market Outlook, By Customer Management (2020-2028) ($MN)
110 Middle East & Africa Retail Cloud Market Outlook, By Merchandizing (2020-2028) ($MN)
111 Middle East & Africa Retail Cloud Market Outlook, By Workforce Management (2020-2028) ($MN)
112 Middle East & Africa Retail Cloud Market Outlook, By Reporting and Analytics (2020-2028) ($MN)
113 Middle East & Africa Retail Cloud Market Outlook, By Data Security (2020-2028) ($MN)
114 Middle East & Africa Retail Cloud Market Outlook, By Omni-Channel (2020-2028) ($MN)
115 Middle East & Africa Retail Cloud Market Outlook, By Other Solutions (2020-2028) ($MN)
116 Middle East & Africa Retail Cloud Market Outlook, By Service Type (2020-2028) ($MN)
117 Middle East & Africa Retail Cloud Market Outlook, By Infrastructure as a service (IaaS) (2020-2028) ($MN)
118 Middle East & Africa Retail Cloud Market Outlook, By Software as a service (SaaS) (2020-2028) ($MN)
119 Middle East & Africa Retail Cloud Market Outlook, By Platform as a service (PaaS) (2020-2028) ($MN)
120 Middle East & Africa Retail Cloud Market Outlook, By Organization Size (2020-2028) ($MN)
121 Middle East & Africa Retail Cloud Market Outlook, By Larger Enterprises (2020-2028) ($MN)
122 Middle East & Africa Retail Cloud Market Outlook, By Small and medium-sized enterprises (SMEs) (2020-2028) ($MN)
123 Middle East & Africa Retail Cloud Market Outlook, By Deployment (2020-2028) ($MN)
124 Middle East & Africa Retail Cloud Market Outlook, By Public Cloud (2020-2028) ($MN)
125 Middle East & Africa Retail Cloud Market Outlook, By Private Cloud (2020-2028) ($MN)
126 Middle East & Africa Retail Cloud Market Outlook, By Hybrid Cloud (2020-2028) ($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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