Supply Chain Analytics Market
Supply Chain Analytics Market Forecasts to 2028 - Global Analysis By Service (Support and Maintenance Professional Services, Integration Service, Consulting Service), Deployment Model (On-Demand/Cloud-Based Deployment, On-Premise Deployment), Solution (Visualization And Reporting Tools, Transportation And Logistics Analytics), Enterprise Size (Small & Medium Enterprises, Large Enterprise), End User (Aerospace And Defence, Automotive and others) and By Geography
|
Years Covered |
2020-2028 |
|
Estimated Year Value (2022) |
US $7.80 BN |
|
Projected Year Value (2028) |
US $23.19 BN |
|
CAGR (2022 - 2028) |
19.9% |
|
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 |
|
Fastest Growing Market |
North America |
According to Stratistics MRC, the Supply Chain Analytics Market is accounted for $7.80 billion in 2022 and is expected to reach $23.19 billion by 2028 growing at a CAGR of 19.9% during the forecast period. Supply chain analytics is a right place to use analytic tools to look for a superior business position, because of its complexity and also it plays major role in a company’s cost structure and profitability. Supply chain analytics goal is to improve forecasting and efficiency and be additional approachable to client needs. It is the function of statistics, mathematics sensor data, analytical modelling and machine learning techniques to find significant information and patterns in order, Transactional Shipment. It is used in decision making processes across organization verticals includes strategic alliances, technology, ERM and organizational infrastructure.
Market Dynamics:
Driver:
Increasing volume and velocity of data
The global supply chain analytics market expected to drive growth during the forecast period, due to growing data, together with the constant requirement for a unified cost-saving solution, is likely to uplift the demand for advanced analytics solutions across industry verticals. Big data has evolved as a key element in building business growth strategies. Moreover, a few of the primary concerns of companies are cost-cutting and resource-saving, which can be achieved through appropriate optimization of their supply chain. These insights further offer better visibility into supply chain performance, enabling companies to control the flow of their resources and target their improvement initiatives.
Restraint:
Growing concerns for data security
The global supply chain analytics market expected to hinder growth during the forecast period, due to the enterprises adopting supply chain analytics solutions face security and privacy issues. Enterprises hold confidential data, which needs to be protected to avoid data breaches and theft, as it may influence the reputation of enterprises. The enterprises data may leak over the internet and can be accessed by unauthorized users, which is the growing concern. For example, the Transportation Management System (TMS) needs multitenant architecture, in which a single version of the software runs on a server that is shared by multiple customers.
Opportunity:
Increasing adoption of cloud-based supply chain analytics
The global supply chain analytics market expected to drive growth during the forecast period, due to increasing difficulty and demand for real-time data processing across the supply chain network, enterprises are gravitating toward cloud based supply chain management solutions. The usage of cloud based advanced analytics primarily aids in the monitoring and reporting of overall supply chain activities all over the forward and backward supply chain ecosystems. Moreover, cloud advantages such as pricing, flexibility, simplicity of use and connectivity, scheduling, and scalability are attracting a wide range of supply chain management technology vendors.
Threat:
Lack of skilled personnel
The global supply chain analytics market expected to hamper growth during the forecast period, due to lack of qualified personnel in the supply chain sector is the major issue the organization faces. With data intake through performance data, certain abilities are needed by data analyst teams in order to analyze and discover the trends that will help advertisers in making the best choices for their businesses. The increase of big data across industry verticals has led to the generation of the huge amount of data, which needs to be correctly modeled, integrated, wrangled, and then analyzed to gain specific insights. To overcome this challenge, numerous enterprises are collaborating with academic institutions to offer different courses in big data and business analytics to ensure that a strong and skilled workforce is available to extract insights from big data and business analytics.
Covid-19 Impact:
The emergence of COVID-19 is expected to have a significant impact on the growth supply chain analytics market. Hence, use of supply chain analytics across different industries to identify issues across the whole supply chain and helping to plan & adapt changing dynamics is estimated to propel the market growth. Additionally, with the emergence COVID-19, the use of supply chain analytics will allow companies to analyze business continuity scenarios post COVID-19.
The manufacturing is expected to be the largest during the forecast period
The manufacturing segment is expected to have a lucrative growth during the forecast period, due to product availability have been influence manufacturing companies to meet the increasing demand while maintaining the same marginal levels.
The cloud deployment segment is expected to have the highest CAGR during the forecast period
The cloud deployment segment is anticipated to witness the fastest CAGR growth during the forecast period. Cloud deployment solutions are gaining a firm hold in the market due to different benefits, such as cost control, resource pooling, and less implementation time. Cloud deployment offers flexibility, scalability, and cost-effectiveness benefits. It also enables an enterprise to have more control over the server, infrastructure, and systems that can be configured as per the business necessities.
Region with highest share:
The Asia Pacific region market is estimated to witness a highest share of the global supply chain analytics market during the forecast period, due to rising awareness of the benefits of analytics solutions among businesses. Additionally, the constantly increasing number of small and medium-sized businesses (SMBs) and their increasing expenditure on the deployment of cutting-edge technology to expand their enterprises may add to the growth of the regional market for supply chain analytics.
Region with highest CAGR:
North America is projected to have the highest CAGR over the forecast period, due to the difficulty of corporate processes, industrial organizations in North America are putting a greater focus on the visual display of operational data. This allows businesses to quickly consider the current health of their supply chain from a data standpoint, allowing for better strategic decision-making.
Key players in the market
Some of the key players in Supply Chain Analytics market include Birst, INC., Capgemini S.A., Genpact, IBM Corporation, Kinaxis INC., Microstrategy, Oracle Corporation , SAP SE, SAS Institute, INC., Tableau, Wipro, Northrop Grumman, Theodore Wille Intergrade, United Technologies and Accenture.
Key Developments:
In April 2020, SAP SE announced additional offerings and access to the company’s technologies to help enterprises confront and navigate the COVID-19 pandemic. The offerings are available free of cost and include Qualtrics Supply Continuity Pulse solution and Planning as a Service with the SAP Integrated Business Planning for Supply Chain solution.
In September 2020, Oracle Corporation launched the latest iteration of its Oracle Fusion Cloud Supply Chain & Manufacturing solution in the market. The company added logistics digital assistance, AI-powered planning advisor, product procurement, and revenue management capabilities. This launch helped the company to address the demand from enterprises to resolve complexities that arose due to the COVID-19 crisis.
In October 2019, IBM Corporation launched an integrated supply chain suite powered by IBM Blockchain and Watson AI. The launched suite incorporates features from sterling order management and B2B networks solution. This launch helped the company to serve the global supplier ecosystem with advanced supply chain analytics solutions.
Services Covered:
• Support and Maintenance Services
• Professional Services
• Integration Service
• Consulting Service
Deployment Models Covered:
• On-Demand/Cloud-Based Deployment
• On-Premise Deployment
Solutions Covered:
• Visualization And Reporting Tools
• Transportation And Logistics Analytics
• Supply Chain Planning And Procurement
• Sales And Operations Planning (S&Op)
• Manufacturing Analytics
Enterprise Sizes Covered:
• Small & Medium Enterprises
• Large Enterprise
End Users Covered:
• Aerospace And Defence
• Automotive
• Healthcare And Life Sciences
• High Tech And Electronics
• Manufacturing
• Retail And Consumer Packaged Goods (CPG)
• Other End Users
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
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 End User Analysis
3.7 Emerging Markets
3.8 Futuristic Market Scenario
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 Supply Chain Analytics Market, By Service
5.1 Introduction
5.2 Support and Maintenance Services
5.3 Professional Services
5.4 Integration Service
5.5 Consulting Service
6 Global Supply Chain Analytics Market, By Deployment Model
6.1 Introduction
6.2 On-Demand/Cloud-Based Deployment
6.3 On-Premise Deployment
7 Global Supply Chain Analytics Market, By Solution
7.1 Introduction
7.2 Visualization And Reporting Tools
7.3 Transportation And Logistics Analytics
7.4 Supply Chain Planning And Procurement
7.5 Sales And Operations Planning (S&Op)
7.6 Manufacturing Analytics
8 Global Supply Chain Analytics Market, By Enterprise Size
8.1 Introduction
8.2 Small & Medium Enterprises
8.3 Large Enterprise
9 Global Supply Chain Analytics Market, By End User
9.1 Introduction
9.2 Aerospace And Defence
9.3 Automotive
9.4 Healthcare And Life Sciences
9.5 High Tech And Electronics
9.6 Manufacturing
9.7 Retail And Consumer Packaged Goods (CPG)
9.9 Other End Users
10 Global Supply Chain Analytics 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 Birst, INC.
12.2 Capgemini S.A.
12.3 Genpact
12.4 IBM Corporation
12.5 Kinaxis INC.
12.6 Microstrategy
12.7 Oracle Corporation
12.8 SAP SE
12.9 SAS Institute, INC.
12.10 Tableau
12.11 Wipro
12.12 Northrop Grumman
12.13 Theodore Wille Intergrade
12.14 United Technologies
12.15 Accenture
List of Tables
1 Global Supply Chain Analytics Market Outlook, By Region (2020-2028) (US $MN)
2 Global Supply Chain Analytics Market Outlook, By Service (2020-2028) (US $MN)
3 Global Supply Chain Analytics Market Outlook, By Support and Maintenance Services (2020-2028) (US $MN)
4 Global Supply Chain Analytics Market Outlook, By Professional Services (2020-2028) (US $MN)
5 Global Supply Chain Analytics Market Outlook, By Integration Service (2020-2028) (US $MN)
6 Global Supply Chain Analytics Market Outlook, By Consulting Service (2020-2028) (US $MN)
7 Global Supply Chain Analytics Market Outlook, By Deployment Model (2020-2028) (US $MN)
8 Global Supply Chain Analytics Market Outlook, By On-Demand/Cloud-Based Deployment (2020-2028) (US $MN)
9 Global Supply Chain Analytics Market Outlook, By On-Premise Deployment (2020-2028) (US $MN)
10 Global Supply Chain Analytics Market Outlook, By Solution (2020-2028) (US $MN)
11 Global Supply Chain Analytics Market Outlook, By Introduction (2020-2028) (US $MN)
12 Global Supply Chain Analytics Market Outlook, By Visualization And Reporting Tools (2020-2028) (US $MN)
13 Global Supply Chain Analytics Market Outlook, By Transportation And Logistics Analytics (2020-2028) (US $MN)
14 Global Supply Chain Analytics Market Outlook, By Supply Chain Planning And Procurement (2020-2028) (US $MN)
15 Global Supply Chain Analytics Market Outlook, By Sales And Operations Planning (S&Op) (2020-2028) (US $MN)
16 Global Supply Chain Analytics Market Outlook, By Manufacturing Analytics (2020-2028) (US $MN)
17 Global Supply Chain Analytics Market Outlook, By Enterprise Size (2020-2028) (US $MN)
18 Global Supply Chain Analytics Market Outlook, By Small & Medium Enterprises (2020-2028) (US $MN)
19 Global Supply Chain Analytics Market Outlook, By Large Enterprise (2020-2028) (US $MN)
20 Global Supply Chain Analytics Market Outlook, By End User (2020-2028) (US $MN)
21 Global Supply Chain Analytics Market Outlook, By Aerospace And Defence (2020-2028) (US $MN)
22 Global Supply Chain Analytics Market Outlook, By Automotive (2020-2028) (US $MN)
23 Global Supply Chain Analytics Market Outlook, By Healthcare And Life Sciences (2020-2028) (US $MN)
24 Global Supply Chain Analytics Market Outlook, By High Tech And Electronics (2020-2028) (US $MN)
25 Global Supply Chain Analytics Market Outlook, By Manufacturing (2020-2028) (US $MN)
26 Global Supply Chain Analytics Market Outlook, By Retail And Consumer Packaged Goods (CPG) (2020-2028) (US $MN)
27 Global Supply Chain Analytics Market Outlook, By Other End Users (2020-2028) (US $MN)
28 North America Supply Chain Analytics Market Outlook, By Country (2020-2028) (US $MN)
29 North America Supply Chain Analytics Market Outlook, By Service (2020-2028) (US $MN)
30 North America Supply Chain Analytics Market Outlook, By Support and Maintenance Services (2020-2028) (US $MN)
31 North America Supply Chain Analytics Market Outlook, By Professional Services (2020-2028) (US $MN)
32 North America Supply Chain Analytics Market Outlook, By Integration Service (2020-2028) (US $MN)
33 North America Supply Chain Analytics Market Outlook, By Consulting Service (2020-2028) (US $MN)
34 North America Supply Chain Analytics Market Outlook, By Deployment Model (2020-2028) (US $MN)
35 North America Supply Chain Analytics Market Outlook, By On-Demand/Cloud-Based Deployment (2020-2028) (US $MN)
36 North America Supply Chain Analytics Market Outlook, By On-Premise Deployment (2020-2028) (US $MN)
37 North America Supply Chain Analytics Market Outlook, By Solution (2020-2028) (US $MN)
38 North America Supply Chain Analytics Market Outlook, By Introduction (2020-2028) (US $MN)
39 North America Supply Chain Analytics Market Outlook, By Visualization And Reporting Tools (2020-2028) (US $MN)
40 North America Supply Chain Analytics Market Outlook, By Transportation And Logistics Analytics (2020-2028) (US $MN)
41 North America Supply Chain Analytics Market Outlook, By Supply Chain Planning And Procurement (2020-2028) (US $MN)
42 North America Supply Chain Analytics Market Outlook, By Sales And Operations Planning (S&Op) (2020-2028) (US $MN)
43 North America Supply Chain Analytics Market Outlook, By Manufacturing Analytics (2020-2028) (US $MN)
44 North America Supply Chain Analytics Market Outlook, By Enterprise Size (2020-2028) (US $MN)
45 North America Supply Chain Analytics Market Outlook, By Small & Medium Enterprises (2020-2028) (US $MN)
46 North America Supply Chain Analytics Market Outlook, By Large Enterprise (2020-2028) (US $MN)
47 North America Supply Chain Analytics Market Outlook, By End User (2020-2028) (US $MN)
48 North America Supply Chain Analytics Market Outlook, By Aerospace And Defence (2020-2028) (US $MN)
49 North America Supply Chain Analytics Market Outlook, By Automotive (2020-2028) (US $MN)
50 North America Supply Chain Analytics Market Outlook, By Healthcare And Life Sciences (2020-2028) (US $MN)
51 North America Supply Chain Analytics Market Outlook, By High Tech And Electronics (2020-2028) (US $MN)
52 North America Supply Chain Analytics Market Outlook, By Manufacturing (2020-2028) (US $MN)
53 North America Supply Chain Analytics Market Outlook, By Retail And Consumer Packaged Goods (CPG) (2020-2028) (US $MN)
54 North America Supply Chain Analytics Market Outlook, By Other End Users (2020-2028) (US $MN)
55 Europe Supply Chain Analytics Market Outlook, By Country (2020-2028) (US $MN)
56 Europe Supply Chain Analytics Market Outlook, By Service (2020-2028) (US $MN)
57 Europe Supply Chain Analytics Market Outlook, By Support and Maintenance Services (2020-2028) (US $MN)
58 Europe Supply Chain Analytics Market Outlook, By Professional Services (2020-2028) (US $MN)
59 Europe Supply Chain Analytics Market Outlook, By Integration Service (2020-2028) (US $MN)
60 Europe Supply Chain Analytics Market Outlook, By Consulting Service (2020-2028) (US $MN)
61 Europe Supply Chain Analytics Market Outlook, By Deployment Model (2020-2028) (US $MN)
62 Europe Supply Chain Analytics Market Outlook, By On-Demand/Cloud-Based Deployment (2020-2028) (US $MN)
63 Europe Supply Chain Analytics Market Outlook, By On-Premise Deployment (2020-2028) (US $MN)
64 Europe Supply Chain Analytics Market Outlook, By Solution (2020-2028) (US $MN)
65 Europe Supply Chain Analytics Market Outlook, By Introduction (2020-2028) (US $MN)
66 Europe Supply Chain Analytics Market Outlook, By Visualization And Reporting Tools (2020-2028) (US $MN)
67 Europe Supply Chain Analytics Market Outlook, By Transportation And Logistics Analytics (2020-2028) (US $MN)
68 Europe Supply Chain Analytics Market Outlook, By Supply Chain Planning And Procurement (2020-2028) (US $MN)
69 Europe Supply Chain Analytics Market Outlook, By Sales And Operations Planning (S&Op) (2020-2028) (US $MN)
70 Europe Supply Chain Analytics Market Outlook, By Manufacturing Analytics (2020-2028) (US $MN)
71 Europe Supply Chain Analytics Market Outlook, By Enterprise Size (2020-2028) (US $MN)
72 Europe Supply Chain Analytics Market Outlook, By Small & Medium Enterprises (2020-2028) (US $MN)
73 Europe Supply Chain Analytics Market Outlook, By Large Enterprise (2020-2028) (US $MN)
74 Europe Supply Chain Analytics Market Outlook, By End User (2020-2028) (US $MN)
75 Europe Supply Chain Analytics Market Outlook, By Aerospace And Defence (2020-2028) (US $MN)
76 Europe Supply Chain Analytics Market Outlook, By Automotive (2020-2028) (US $MN)
77 Europe Supply Chain Analytics Market Outlook, By Healthcare And Life Sciences (2020-2028) (US $MN)
78 Europe Supply Chain Analytics Market Outlook, By High Tech And Electronics (2020-2028) (US $MN)
79 Europe Supply Chain Analytics Market Outlook, By Manufacturing (2020-2028) (US $MN)
80 Europe Supply Chain Analytics Market Outlook, By Retail And Consumer Packaged Goods (CPG) (2020-2028) (US $MN)
81 Europe Supply Chain Analytics Market Outlook, By Other End Users (2020-2028) (US $MN)
82 Asia Pacific Supply Chain Analytics Market Outlook, By Country (2020-2028) (US $MN)
83 Asia Pacific Supply Chain Analytics Market Outlook, By Service (2020-2028) (US $MN)
84 Asia Pacific Supply Chain Analytics Market Outlook, By Support and Maintenance Services (2020-2028) (US $MN)
85 Asia Pacific Supply Chain Analytics Market Outlook, By Professional Services (2020-2028) (US $MN)
86 Asia Pacific Supply Chain Analytics Market Outlook, By Integration Service (2020-2028) (US $MN)
87 Asia Pacific Supply Chain Analytics Market Outlook, By Consulting Service (2020-2028) (US $MN)
88 Asia Pacific Supply Chain Analytics Market Outlook, By Deployment Model (2020-2028) (US $MN)
89 Asia Pacific Supply Chain Analytics Market Outlook, By On-Demand/Cloud-Based Deployment (2020-2028) (US $MN)
90 Asia Pacific Supply Chain Analytics Market Outlook, By On-Premise Deployment (2020-2028) (US $MN)
91 Asia Pacific Supply Chain Analytics Market Outlook, By Solution (2020-2028) (US $MN)
92 Asia Pacific Supply Chain Analytics Market Outlook, By Introduction (2020-2028) (US $MN)
93 Asia Pacific Supply Chain Analytics Market Outlook, By Visualization And Reporting Tools (2020-2028) (US $MN)
94 Asia Pacific Supply Chain Analytics Market Outlook, By Transportation And Logistics Analytics (2020-2028) (US $MN)
95 Asia Pacific Supply Chain Analytics Market Outlook, By Supply Chain Planning And Procurement (2020-2028) (US $MN)
96 Asia Pacific Supply Chain Analytics Market Outlook, By Sales And Operations Planning (S&Op) (2020-2028) (US $MN)
97 Asia Pacific Supply Chain Analytics Market Outlook, By Manufacturing Analytics (2020-2028) (US $MN)
98 Asia Pacific Supply Chain Analytics Market Outlook, By Enterprise Size (2020-2028) (US $MN)
99 Asia Pacific Supply Chain Analytics Market Outlook, By Small & Medium Enterprises (2020-2028) (US $MN)
100 Asia Pacific Supply Chain Analytics Market Outlook, By Large Enterprise (2020-2028) (US $MN)
101 Asia Pacific Supply Chain Analytics Market Outlook, By End User (2020-2028) (US $MN)
102 Asia Pacific Supply Chain Analytics Market Outlook, By Aerospace And Defence (2020-2028) (US $MN)
103 Asia Pacific Supply Chain Analytics Market Outlook, By Automotive (2020-2028) (US $MN)
104 Asia Pacific Supply Chain Analytics Market Outlook, By Healthcare And Life Sciences (2020-2028) (US $MN)
105 Asia Pacific Supply Chain Analytics Market Outlook, By High Tech And Electronics (2020-2028) (US $MN)
106 Asia Pacific Supply Chain Analytics Market Outlook, By Manufacturing (2020-2028) (US $MN)
107 Asia Pacific Supply Chain Analytics Market Outlook, By Retail And Consumer Packaged Goods (CPG) (2020-2028) (US $MN)
108 Asia Pacific Supply Chain Analytics Market Outlook, By Other End Users (2020-2028) (US $MN)
109 South America Supply Chain Analytics Market Outlook, By Country (2020-2028) (US $MN)
110 South America Supply Chain Analytics Market Outlook, By Service (2020-2028) (US $MN)
111 South America Supply Chain Analytics Market Outlook, By Support and Maintenance Services (2020-2028) (US $MN)
112 South America Supply Chain Analytics Market Outlook, By Professional Services (2020-2028) (US $MN)
113 South America Supply Chain Analytics Market Outlook, By Integration Service (2020-2028) (US $MN)
114 South America Supply Chain Analytics Market Outlook, By Consulting Service (2020-2028) (US $MN)
115 South America Supply Chain Analytics Market Outlook, By Deployment Model (2020-2028) (US $MN)
116 South America Supply Chain Analytics Market Outlook, By On-Demand/Cloud-Based Deployment (2020-2028) (US $MN)
117 South America Supply Chain Analytics Market Outlook, By On-Premise Deployment (2020-2028) (US $MN)
118 South America Supply Chain Analytics Market Outlook, By Solution (2020-2028) (US $MN)
119 South America Supply Chain Analytics Market Outlook, By Introduction (2020-2028) (US $MN)
120 South America Supply Chain Analytics Market Outlook, By Visualization And Reporting Tools (2020-2028) (US $MN)
121 South America Supply Chain Analytics Market Outlook, By Transportation And Logistics Analytics (2020-2028) (US $MN)
122 South America Supply Chain Analytics Market Outlook, By Supply Chain Planning And Procurement (2020-2028) (US $MN)
123 South America Supply Chain Analytics Market Outlook, By Sales And Operations Planning (S&Op) (2020-2028) (US $MN)
124 South America Supply Chain Analytics Market Outlook, By Manufacturing Analytics (2020-2028) (US $MN)
125 South America Supply Chain Analytics Market Outlook, By Enterprise Size (2020-2028) (US $MN)
126 South America Supply Chain Analytics Market Outlook, By Small & Medium Enterprises (2020-2028) (US $MN)
127 South America Supply Chain Analytics Market Outlook, By Large Enterprise (2020-2028) (US $MN)
128 South America Supply Chain Analytics Market Outlook, By End User (2020-2028) (US $MN)
129 South America Supply Chain Analytics Market Outlook, By Aerospace And Defence (2020-2028) (US $MN)
130 South America Supply Chain Analytics Market Outlook, By Automotive (2020-2028) (US $MN)
131 South America Supply Chain Analytics Market Outlook, By Healthcare And Life Sciences (2020-2028) (US $MN)
132 South America Supply Chain Analytics Market Outlook, By High Tech And Electronics (2020-2028) (US $MN)
133 South America Supply Chain Analytics Market Outlook, By Manufacturing (2020-2028) (US $MN)
134 South America Supply Chain Analytics Market Outlook, By Retail And Consumer Packaged Goods (CPG) (2020-2028) (US $MN)
Table 135 South America Supply Chain Analytics Market Outlook, By Other End Users (2020-2028) (US $MN)
136 Middle East & Africa Supply Chain Analytics Market Outlook, By Country (2020-2028) (US $MN)
137 Middle East & Africa Supply Chain Analytics Market Outlook, By Service (2020-2028) (US $MN)
138 Middle East & Africa Supply Chain Analytics Market Outlook, By Support and Maintenance Services (2020-2028) (US $MN)
139 Middle East & Africa Supply Chain Analytics Market Outlook, By Professional Services (2020-2028) (US $MN)
140 Middle East & Africa Supply Chain Analytics Market Outlook, By Integration Service (2020-2028) (US $MN)
141 Middle East & Africa Supply Chain Analytics Market Outlook, By Consulting Service (2020-2028) (US $MN)
142 Middle East & Africa Supply Chain Analytics Market Outlook, By Deployment Model (2020-2028) (US $MN)
143 Middle East & Africa Supply Chain Analytics Market Outlook, By On-Demand/Cloud-Based Deployment (2020-2028) (US $MN)
144 Middle East & Africa Supply Chain Analytics Market Outlook, By On-Premise Deployment (2020-2028) (US $MN)
145 Middle East & Africa Supply Chain Analytics Market Outlook, By Solution (2020-2028) (US $MN)
146 Middle East & Africa Supply Chain Analytics Market Outlook, By Introduction (2020-2028) (US $MN)
147 Middle East & Africa Supply Chain Analytics Market Outlook, By Visualization And Reporting Tools (2020-2028) (US $MN)
148 Middle East & Africa Supply Chain Analytics Market Outlook, By Transportation And Logistics Analytics (2020-2028) (US $MN)
149 Middle East & Africa Supply Chain Analytics Market Outlook, By Supply Chain Planning And Procurement (2020-2028) (US $MN)
150 Middle East & Africa Supply Chain Analytics Market Outlook, By Sales And Operations Planning (S&Op) (2020-2028) (US $MN)
151 Middle East & Africa Supply Chain Analytics Market Outlook, By Manufacturing Analytics (2020-2028) (US $MN)
152 Middle East & Africa Supply Chain Analytics Market Outlook, By Enterprise Size (2020-2028) (US $MN)
153 Middle East & Africa Supply Chain Analytics Market Outlook, By Small & Medium Enterprises (2020-2028) (US $MN)
154 Middle East & Africa Supply Chain Analytics Market Outlook, By Large Enterprise (2020-2028) (US $MN)
155 Middle East & Africa Supply Chain Analytics Market Outlook, By End User (2020-2028) (US $MN)
156 Middle East & Africa Supply Chain Analytics Market Outlook, By Aerospace And Defence (2020-2028) (US $MN)
157 Middle East & Africa Supply Chain Analytics Market Outlook, By Automotive (2020-2028) (US $MN)
158 Middle East & Africa Supply Chain Analytics Market Outlook, By Healthcare And Life Sciences (2020-2028) (US $MN)
159 Middle East & Africa Supply Chain Analytics Market Outlook, By High Tech And Electronics (2020-2028) (US $MN)
160 Middle East & Africa Supply Chain Analytics Market Outlook, By Manufacturing (2020-2028) (US $MN)
161 Middle East & Africa Supply Chain Analytics Market Outlook, By Retail And Consumer Packaged Goods (CPG) (2020-2028) (US $MN)
162 Middle East & Africa Supply Chain Analytics Market Outlook, By Other End Users (2020-2028) (US $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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