Decision Intelligence Market
Decision Intelligence Market Forecasts to 2030 - Global Analysis By Component (Services, Solutions and Platform), Deployment Mode, Enterprise Size, Application, End User and By Geography
|
Years Covered |
2021-2030 |
|
Estimated Year Value (2023) |
US $12.0 BN |
|
Projected Year Value (2030) |
US $42.4 BN |
|
CAGR (2023 - 2030) |
19.8% |
|
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 |
Europe |
According to Stratistics MRC, the Global Decision Intelligence Market is accounted for $12.0 billion in 2023 and is expected to reach $42.4 billion by 2030 growing at a CAGR of 19.8% during the forecast period. Decision Intelligence (DI) Market refers to the burgeoning industry that leverages advanced technologies, data analytics, and artificial intelligence to enhance decision-making processes within organizations. It encompasses a range of solutions designed to optimize decision workflows, providing actionable insights for strategic planning, operational efficiency, and risk management. Decision Intelligence integrates machine learning algorithms, predictive analytics, and data visualization tools to empower businesses in making informed and timely choices.
According to Gartner, Inc., artificial intelligence (AI) and data analytics will be used to inform more than 75% of venture capital (VC) and early-stage investor executive assessments by 2025. According to a recent Gartner, Inc. poll, 80% of executives believe automation can be used in every kind of business decision. As digital business becomes more integrated with automation, the poll uncovered how companies are adapting their usage of artificial intelligence (AI) in automation initiatives.
Market Dynamics:
Driver:
Increasing complexity of business environments
In an era marked by rapid technological advancements, globalization, and intricate interconnections, organizations grapple with multifaceted challenges. Decision-makers face a deluge of data from diverse sources, making it increasingly challenging to decipher patterns, anticipate trends, and derive actionable insights manually. Decision Intelligence addresses this complexity by leveraging advanced analytics, artificial intelligence, and machine learning to distill meaningful information from vast datasets. Moreover, it enables businesses to discern relevant patterns, identify opportunities, and navigate intricate decision landscapes with agility.
Restraint:
Lack of skilled professionals
The field of Decision Intelligence requires a unique blend of expertise in data science, artificial intelligence, machine learning, and domain-specific knowledge. The scarcity of professionals possessing this interdisciplinary skill set hampers the effective implementation and utilization of Decision Intelligence tools within organizations. The demand for skilled talent often outstrips the available supply, resulting in increased competition for qualified individuals. However, this shortage not only extends the time and resources required for implementation but also leads to higher labor costs.
Opportunity:
Advancements in artificial intelligence (AI) and machine learning (ML)
Advancements in AI and ML technologies empower decision support systems with unprecedented capabilities to analyze vast and complex datasets. These technologies enable algorithms to learn, adapt, and improve over time, enhancing the accuracy and efficiency of decision-making processes. Decision Intelligence leverages these capabilities to provide organizations with predictive and prescriptive analytics, enabling them to make informed choices in real-time. Additionally, the synergy between Decision Intelligence and AI/ML not only optimizes operational efficiency but also unlocks new possibilities for uncovering valuable insights from data.
Threat:
Data privacy concerns
With decision-making heavily reliant on extensive data analysis, organizations face the challenge of ensuring compliance with stringent data protection regulations, such as GDPR. The integration of Decision Intelligence often involves the collection and processing of vast amounts of personal and business data, raising apprehensions about potential breaches and unauthorized access. Striking a delicate balance between extracting meaningful insights and safeguarding individual privacy becomes crucial. Organizations must invest in robust security measures and transparent practices to allay these concerns and build trust among stakeholders.
Covid-19 Impact:
The increased complexity and uncertainty brought about by the pandemic amplified the demand for advanced analytics and predictive capabilities offered by Decision Intelligence. Organizations sought to optimize their operations, supply chains, and strategic planning in response to rapidly changing circumstances. However, economic uncertainties led some businesses to reevaluate budgets and prioritize immediate needs over long-term technology investments. However, the pandemic also highlighted the importance of ethical considerations and transparency in decision-making algorithms.
The solutions segment is expected to be the largest during the forecast period
Due to the escalating demand for advanced tools and technologies that facilitate data-driven decision-making, Solutions segment is expected to hold the largest share during the forecast period. Organizations across diverse sectors are actively seeking comprehensive Decision Intelligence Solutions to navigate the increasing complexity of business landscapes. These solutions encompass a spectrum of capabilities, including predictive analytics, machine learning algorithms, and data visualization tools, empowering decision-makers with actionable insights.
The cloud segment is expected to have the highest CAGR during the forecast period
Cloud segment is expected to have the highest CAGR during the forecast period as it offers scalable and flexible infrastructure for deploying advanced analytics and decision support solutions. Cloud-based Decision Intelligence platforms provide organizations with the agility to access and process large volumes of data in real-time, enabling faster decision-making. The scalability of cloud services allows businesses to expand or contract their computing resources based on demand, optimizing costs. Moreover, cloud solutions facilitate collaboration and accessibility, allowing decision-makers to access insights from anywhere, fostering a more distributed and agile decision-making process.
Region with largest share:
Due to the region's advanced technological infrastructure, coupled with a high level of digitalization across industries, creates a fertile ground for the adoption of sophisticated decision intelligence solutions, North American region is expected to hold the largest share of the market over the extrapolated period. North American enterprises, particularly in sectors like finance, healthcare, and technology, are increasingly recognizing the imperative of data-driven decision-making to gain a competitive edge. Additionally, the well-established presence of key market players and a conducive business environment for innovation contribute to the region's dominance in shaping the Decision Intelligence Market.
Region with highest CAGR:
Europe region is growing at a rapid pace over the projection period. The stringent regulatory landscape, exemplified by frameworks like the General Data Protection Regulation (GDPR), compels businesses to adopt advanced decision intelligence solutions for compliant and ethical handling of data. The regulatory emphasis on data privacy and security acts as a catalyst, prompting organizations to invest in sophisticated decision support systems that ensure adherence to these standards. Furthermore, as European governments continue to strengthen data protection regulations, businesses are compelled to integrate decision intelligence tools that not only enhance operational efficiency but also demonstrate transparency and accountability in decision-making processes.
Key players in the market
Some of the key players in Decision Intelligence market include International Business Machines Incorporation, Oracle, Intel Corporation, Pyramid Analytics Bv, Google LLC, Pace Revenue, Microsoft, Provenir, Diwo.ai, Metaphacts GmbH and Paretos.
Key Developments:
In June 2022, IBM acquired Databand.ai. Through the acquisition, Databand.ai will be able to increase the scope of its observability capabilities enabling deeper connections with more open source and for-profit products that drive the modern data stack, with the additional resources made available by this purchase. Additionally, businesses will have complete control over how Databand.ai is used, whether as a software-as-a-service (SaaS) or a selfhosted subscription.
In April 2022, Sopra Steria and IBM launched the Sopra Steria Alive Intelligence (SSAI) offering. The IBM Watson Assistant, a customizable virtual agent for all fields, powers the Sopra Steria Alive Intelligence (SSAI) solution. This data is utilized to enhance decisionmaking and create new services that are tailored to the needs of consumers and users.
In March 2022, Provenir with Francisco Franch declared to assist the rising number of financial services businesses looking for AI-powered risk decisioning tools. Franch will oversee managing Spain's sales operations, company growth, and marketing plans.
Components Covered:
• Services
• Solutions
• Platform
Deployment Modes Covered:
• Cloud
• On-premise
• Other Deployment Modes
Enterprise Sizes Covered:
• Small and Medium-sized Enterprises (SMEs)
• Large Enterprise
Applications Covered:
• Demand Forecasting
• Logistics Optimization
• Discovering Cause
• Other Applications
End Users Covered:
• IT and Telecom
• Energy and Utilities
• Healthcare
• Government
• Retail and Consumer Goods
• 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 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 Application Analysis
3.7 End User Analysis
3.8 Emerging Markets
3.9 Impact of Covid-19
4 Porters Five Force Analysis
4.1 Bargaining power of suppliers
4.2 Bargaining power of buyers
4.3 Threat of substitutes
4.4 Threat of new entrants
4.5 Competitive rivalry
5 Global Decision Intelligence Market, By Component
5.1 Introduction
5.2 Services
5.3 Solutions
5.4 Platform
6 Global Decision Intelligence Market, By Deployment Mode
6.1 Introduction
6.2 Cloud
6.3 On-premise
6.4 Other Deployment Modes
7 Global Decision Intelligence Market, By Enterprise Size
7.1 Introduction
7.2 Small and Medium-sized Enterprises (SMEs)
7.3 Large Enterprise
8 Global Decision Intelligence Market, By Application
8.1 Introduction
8.2 Demand Forecasting
8.3 Logistics Optimization
8.4 Discovering Cause
8.5 Other Applications
9 Global Decision Intelligence Market, By End User
9.1 Introduction
9.2 IT and Telecom
9.3 Energy and Utilities
9.4 Healthcare
9.5 Government
9.6 Retail and Consumer Goods
9.7 Other End Users
10 Global Decision Intelligence 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 International Business Machines Incorporation
12.2 Oracle
12.3 Intel Corporation
12.4 Pyramid Analytics Bv
12.5 Google LLC
12.6 Pace Revenue
12.7 Microsoft
12.8 Provenir
12.9 Diwo.ai
12.10 Metaphacts GmbH
12.11 Paretos
List of Tables
1 Global Decision Intelligence Market Outlook, By Region (2021-2030) ($MN)
2 Global Decision Intelligence Market Outlook, By Component (2021-2030) ($MN)
3 Global Decision Intelligence Market Outlook, By Services (2021-2030) ($MN)
4 Global Decision Intelligence Market Outlook, By Solutions (2021-2030) ($MN)
5 Global Decision Intelligence Market Outlook, By Platform (2021-2030) ($MN)
6 Global Decision Intelligence Market Outlook, By Deployment Mode (2021-2030) ($MN)
7 Global Decision Intelligence Market Outlook, By Cloud (2021-2030) ($MN)
8 Global Decision Intelligence Market Outlook, By On-premise (2021-2030) ($MN)
9 Global Decision Intelligence Market Outlook, By Other Deployment Modes (2021-2030) ($MN)
10 Global Decision Intelligence Market Outlook, By Enterprise Size (2021-2030) ($MN)
11 Global Decision Intelligence Market Outlook, By Small and Medium-sized Enterprises (SMEs) (2021-2030) ($MN)
12 Global Decision Intelligence Market Outlook, By Large Enterprise (2021-2030) ($MN)
13 Global Decision Intelligence Market Outlook, By Application (2021-2030) ($MN)
14 Global Decision Intelligence Market Outlook, By Demand Forecasting (2021-2030) ($MN)
15 Global Decision Intelligence Market Outlook, By Logistics Optimization (2021-2030) ($MN)
16 Global Decision Intelligence Market Outlook, By Discovering Cause (2021-2030) ($MN)
17 Global Decision Intelligence Market Outlook, By Other Applications (2021-2030) ($MN)
18 Global Decision Intelligence Market Outlook, By End User (2021-2030) ($MN)
19 Global Decision Intelligence Market Outlook, By IT and Telecom (2021-2030) ($MN)
20 Global Decision Intelligence Market Outlook, By Energy and Utilities (2021-2030) ($MN)
21 Global Decision Intelligence Market Outlook, By Healthcare (2021-2030) ($MN)
22 Global Decision Intelligence Market Outlook, By Government (2021-2030) ($MN)
23 Global Decision Intelligence Market Outlook, By Retail and Consumer Goods (2021-2030) ($MN)
24 Global Decision Intelligence Market Outlook, By Other End Users (2021-2030) ($MN)
25 North America Decision Intelligence Market Outlook, By Country (2021-2030) ($MN)
26 North America Decision Intelligence Market Outlook, By Component (2021-2030) ($MN)
27 North America Decision Intelligence Market Outlook, By Services (2021-2030) ($MN)
28 North America Decision Intelligence Market Outlook, By Solutions (2021-2030) ($MN)
29 North America Decision Intelligence Market Outlook, By Platform (2021-2030) ($MN)
30 North America Decision Intelligence Market Outlook, By Deployment Mode (2021-2030) ($MN)
31 North America Decision Intelligence Market Outlook, By Cloud (2021-2030) ($MN)
32 North America Decision Intelligence Market Outlook, By On-premise (2021-2030) ($MN)
33 North America Decision Intelligence Market Outlook, By Other Deployment Modes (2021-2030) ($MN)
34 North America Decision Intelligence Market Outlook, By Enterprise Size (2021-2030) ($MN)
35 North America Decision Intelligence Market Outlook, By Small and Medium-sized Enterprises (SMEs) (2021-2030) ($MN)
36 North America Decision Intelligence Market Outlook, By Large Enterprise (2021-2030) ($MN)
37 North America Decision Intelligence Market Outlook, By Application (2021-2030) ($MN)
38 North America Decision Intelligence Market Outlook, By Demand Forecasting (2021-2030) ($MN)
39 North America Decision Intelligence Market Outlook, By Logistics Optimization (2021-2030) ($MN)
40 North America Decision Intelligence Market Outlook, By Discovering Cause (2021-2030) ($MN)
41 North America Decision Intelligence Market Outlook, By Other Applications (2021-2030) ($MN)
42 North America Decision Intelligence Market Outlook, By End User (2021-2030) ($MN)
43 North America Decision Intelligence Market Outlook, By IT and Telecom (2021-2030) ($MN)
44 North America Decision Intelligence Market Outlook, By Energy and Utilities (2021-2030) ($MN)
45 North America Decision Intelligence Market Outlook, By Healthcare (2021-2030) ($MN)
46 North America Decision Intelligence Market Outlook, By Government (2021-2030) ($MN)
47 North America Decision Intelligence Market Outlook, By Retail and Consumer Goods (2021-2030) ($MN)
48 North America Decision Intelligence Market Outlook, By Other End Users (2021-2030) ($MN)
49 Europe Decision Intelligence Market Outlook, By Country (2021-2030) ($MN)
50 Europe Decision Intelligence Market Outlook, By Component (2021-2030) ($MN)
51 Europe Decision Intelligence Market Outlook, By Services (2021-2030) ($MN)
52 Europe Decision Intelligence Market Outlook, By Solutions (2021-2030) ($MN)
53 Europe Decision Intelligence Market Outlook, By Platform (2021-2030) ($MN)
54 Europe Decision Intelligence Market Outlook, By Deployment Mode (2021-2030) ($MN)
55 Europe Decision Intelligence Market Outlook, By Cloud (2021-2030) ($MN)
56 Europe Decision Intelligence Market Outlook, By On-premise (2021-2030) ($MN)
57 Europe Decision Intelligence Market Outlook, By Other Deployment Modes (2021-2030) ($MN)
58 Europe Decision Intelligence Market Outlook, By Enterprise Size (2021-2030) ($MN)
59 Europe Decision Intelligence Market Outlook, By Small and Medium-sized Enterprises (SMEs) (2021-2030) ($MN)
60 Europe Decision Intelligence Market Outlook, By Large Enterprise (2021-2030) ($MN)
61 Europe Decision Intelligence Market Outlook, By Application (2021-2030) ($MN)
62 Europe Decision Intelligence Market Outlook, By Demand Forecasting (2021-2030) ($MN)
63 Europe Decision Intelligence Market Outlook, By Logistics Optimization (2021-2030) ($MN)
64 Europe Decision Intelligence Market Outlook, By Discovering Cause (2021-2030) ($MN)
65 Europe Decision Intelligence Market Outlook, By Other Applications (2021-2030) ($MN)
66 Europe Decision Intelligence Market Outlook, By End User (2021-2030) ($MN)
67 Europe Decision Intelligence Market Outlook, By IT and Telecom (2021-2030) ($MN)
68 Europe Decision Intelligence Market Outlook, By Energy and Utilities (2021-2030) ($MN)
69 Europe Decision Intelligence Market Outlook, By Healthcare (2021-2030) ($MN)
70 Europe Decision Intelligence Market Outlook, By Government (2021-2030) ($MN)
71 Europe Decision Intelligence Market Outlook, By Retail and Consumer Goods (2021-2030) ($MN)
72 Europe Decision Intelligence Market Outlook, By Other End Users (2021-2030) ($MN)
73 Asia Pacific Decision Intelligence Market Outlook, By Country (2021-2030) ($MN)
74 Asia Pacific Decision Intelligence Market Outlook, By Component (2021-2030) ($MN)
75 Asia Pacific Decision Intelligence Market Outlook, By Services (2021-2030) ($MN)
76 Asia Pacific Decision Intelligence Market Outlook, By Solutions (2021-2030) ($MN)
77 Asia Pacific Decision Intelligence Market Outlook, By Platform (2021-2030) ($MN)
78 Asia Pacific Decision Intelligence Market Outlook, By Deployment Mode (2021-2030) ($MN)
79 Asia Pacific Decision Intelligence Market Outlook, By Cloud (2021-2030) ($MN)
80 Asia Pacific Decision Intelligence Market Outlook, By On-premise (2021-2030) ($MN)
81 Asia Pacific Decision Intelligence Market Outlook, By Other Deployment Modes (2021-2030) ($MN)
82 Asia Pacific Decision Intelligence Market Outlook, By Enterprise Size (2021-2030) ($MN)
83 Asia Pacific Decision Intelligence Market Outlook, By Small and Medium-sized Enterprises (SMEs) (2021-2030) ($MN)
84 Asia Pacific Decision Intelligence Market Outlook, By Large Enterprise (2021-2030) ($MN)
85 Asia Pacific Decision Intelligence Market Outlook, By Application (2021-2030) ($MN)
86 Asia Pacific Decision Intelligence Market Outlook, By Demand Forecasting (2021-2030) ($MN)
87 Asia Pacific Decision Intelligence Market Outlook, By Logistics Optimization (2021-2030) ($MN)
88 Asia Pacific Decision Intelligence Market Outlook, By Discovering Cause (2021-2030) ($MN)
89 Asia Pacific Decision Intelligence Market Outlook, By Other Applications (2021-2030) ($MN)
90 Asia Pacific Decision Intelligence Market Outlook, By End User (2021-2030) ($MN)
91 Asia Pacific Decision Intelligence Market Outlook, By IT and Telecom (2021-2030) ($MN)
92 Asia Pacific Decision Intelligence Market Outlook, By Energy and Utilities (2021-2030) ($MN)
93 Asia Pacific Decision Intelligence Market Outlook, By Healthcare (2021-2030) ($MN)
94 Asia Pacific Decision Intelligence Market Outlook, By Government (2021-2030) ($MN)
95 Asia Pacific Decision Intelligence Market Outlook, By Retail and Consumer Goods (2021-2030) ($MN)
96 Asia Pacific Decision Intelligence Market Outlook, By Other End Users (2021-2030) ($MN)
97 South America Decision Intelligence Market Outlook, By Country (2021-2030) ($MN)
98 South America Decision Intelligence Market Outlook, By Component (2021-2030) ($MN)
99 South America Decision Intelligence Market Outlook, By Services (2021-2030) ($MN)
100 South America Decision Intelligence Market Outlook, By Solutions (2021-2030) ($MN)
101 South America Decision Intelligence Market Outlook, By Platform (2021-2030) ($MN)
102 South America Decision Intelligence Market Outlook, By Deployment Mode (2021-2030) ($MN)
103 South America Decision Intelligence Market Outlook, By Cloud (2021-2030) ($MN)
104 South America Decision Intelligence Market Outlook, By On-premise (2021-2030) ($MN)
105 South America Decision Intelligence Market Outlook, By Other Deployment Modes (2021-2030) ($MN)
106 South America Decision Intelligence Market Outlook, By Enterprise Size (2021-2030) ($MN)
107 South America Decision Intelligence Market Outlook, By Small and Medium-sized Enterprises (SMEs) (2021-2030) ($MN)
108 South America Decision Intelligence Market Outlook, By Large Enterprise (2021-2030) ($MN)
109 South America Decision Intelligence Market Outlook, By Application (2021-2030) ($MN)
110 South America Decision Intelligence Market Outlook, By Demand Forecasting (2021-2030) ($MN)
111 South America Decision Intelligence Market Outlook, By Logistics Optimization (2021-2030) ($MN)
112 South America Decision Intelligence Market Outlook, By Discovering Cause (2021-2030) ($MN)
113 South America Decision Intelligence Market Outlook, By Other Applications (2021-2030) ($MN)
114 South America Decision Intelligence Market Outlook, By End User (2021-2030) ($MN)
115 South America Decision Intelligence Market Outlook, By IT and Telecom (2021-2030) ($MN)
116 South America Decision Intelligence Market Outlook, By Energy and Utilities (2021-2030) ($MN)
117 South America Decision Intelligence Market Outlook, By Healthcare (2021-2030) ($MN)
118 South America Decision Intelligence Market Outlook, By Government (2021-2030) ($MN)
119 South America Decision Intelligence Market Outlook, By Retail and Consumer Goods (2021-2030) ($MN)
120 South America Decision Intelligence Market Outlook, By Other End Users (2021-2030) ($MN)
121 Middle East & Africa Decision Intelligence Market Outlook, By Country (2021-2030) ($MN)
122 Middle East & Africa Decision Intelligence Market Outlook, By Component (2021-2030) ($MN)
123 Middle East & Africa Decision Intelligence Market Outlook, By Services (2021-2030) ($MN)
124 Middle East & Africa Decision Intelligence Market Outlook, By Solutions (2021-2030) ($MN)
125 Middle East & Africa Decision Intelligence Market Outlook, By Platform (2021-2030) ($MN)
126 Middle East & Africa Decision Intelligence Market Outlook, By Deployment Mode (2021-2030) ($MN)
127 Middle East & Africa Decision Intelligence Market Outlook, By Cloud (2021-2030) ($MN)
128 Middle East & Africa Decision Intelligence Market Outlook, By On-premise (2021-2030) ($MN)
129 Middle East & Africa Decision Intelligence Market Outlook, By Other Deployment Modes (2021-2030) ($MN)
130 Middle East & Africa Decision Intelligence Market Outlook, By Enterprise Size (2021-2030) ($MN)
131 Middle East & Africa Decision Intelligence Market Outlook, By Small and Medium-sized Enterprises (SMEs) (2021-2030) ($MN)
132 Middle East & Africa Decision Intelligence Market Outlook, By Large Enterprise (2021-2030) ($MN)
133 Middle East & Africa Decision Intelligence Market Outlook, By Application (2021-2030) ($MN)
134 Middle East & Africa Decision Intelligence Market Outlook, By Demand Forecasting (2021-2030) ($MN)
135 Middle East & Africa Decision Intelligence Market Outlook, By Logistics Optimization (2021-2030) ($MN)
136 Middle East & Africa Decision Intelligence Market Outlook, By Discovering Cause (2021-2030) ($MN)
137 Middle East & Africa Decision Intelligence Market Outlook, By Other Applications (2021-2030) ($MN)
138 Middle East & Africa Decision Intelligence Market Outlook, By End User (2021-2030) ($MN)
139 Middle East & Africa Decision Intelligence Market Outlook, By IT and Telecom (2021-2030) ($MN)
140 Middle East & Africa Decision Intelligence Market Outlook, By Energy and Utilities (2021-2030) ($MN)
141 Middle East & Africa Decision Intelligence Market Outlook, By Healthcare (2021-2030) ($MN)
142 Middle East & Africa Decision Intelligence Market Outlook, By Government (2021-2030) ($MN)
143 Middle East & Africa Decision Intelligence Market Outlook, By Retail and Consumer Goods (2021-2030) ($MN)
144 Middle East & Africa Decision Intelligence Market Outlook, By Other End Users (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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