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Decision Intelligence Market By Component, By Deployment Mode, By Enterprise Size, By Industry Vertical: Global Opportunity Analysis and Industry Forecast, 2021-2031

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    Report

  • 327 Pages
  • March 2023
  • Region: Global
  • Allied Market Research
  • ID: 5835884
Decision intelligence links data with choices and results to support, enhance, and automate business decisions. To enhance the way decisions are made in businesses, it combines techniques (such as decision mapping and decision theories) with technologies (such as automation and machine learning). Constantly assessing choice results and enhancing them through a feedback mechanism are both aspects of decision intelligence.

Big data technology advancements for practical business intelligence and the advent of ML and AL that enables a variety of sectors to fully utilize decision intelligence are driving the growth of the market. In addition, the cost-efficient benefits of decision intelligence solutions in manufacturing are fueling the growth of decision intelligence market. However, the overwhelming information and reliance on decision-support systems and concerns regarding data security and privacy limit the growth of this market. Conversely, rapid advancements in big data technology that lead to actionable business information is anticipated to provide numerous opportunities for the expansion of the decision intelligence market during the forecast period.

Depending on the component, the platform segment dominated the decision intelligence market share in 2021 and is expected to continue this dominance during the forecast period, owing to surge in data-driven decision-making with the aid of a decision intelligence platform. The platform democratizes the potential of data science and ML algorithms to empower both technical and non-technical consumers to reach previously unattainable insights. However, the solutions segment is expected to witness the highest growth in the upcoming years, owing to analytics challenge by combining various decision-making methodologies with AI, ML, contextual intelligence, and automation to produce actionable and unique business recommendations that can be instantly implemented to produce business value.

Region wise, the decision intelligence market was dominated by North America in 2021 and is expected to retain its position during the forecast period, owing to advanced technologies such as AI, ML, intelligent apps, and natural language queries to transform data dashboards and business analytics into more comprehensive decision-support platforms. However, Asia-Pacific is expected to witness the highest growth in the upcoming years, owing to data scientists and engineers, as well as the potential of vast automation and AI/ ML projects in the region, enterprises across Asia-Pacific leverage engineered decision making for substantial and consistent positive decision making.
The global decision intelligence market is segmented on the basis of component, deployment mode, enterprise size, industry vertical, and region. On the basis of component, it is segregated into platform, solutions, and services. On the basis of deployment mode, it is segregated into cloud and on-premises. On the basis of enterprise size, it is segregated into large enterprises and small and medium-sized enterprises (SMEs). On the basis of industry vertical, it is segregated into energy and utilities, BFSI, IT and telecom, government, healthcare, manufacturing, retail and consumer goods, and others. On the basis of region, it is segregated into North America, Europe, Asia-Pacific, and LAMEA.

Market players operating in the decision intelligence market include Google LLC, Oracle Corporation, Microsoft Corporation, Board International, Metaphacts GmbH, H2O.ai, International Business Machines Corporation, Intel Corporation, Diwo.ai, and Clarifai, Inc.Furthermore, it highlights the strategies of the key players to improve the market share and sustain competition.

Top impacting factors

Big data technology advancements for practical business intelligence

Decision intelligence is one of the rapidly expanding fields in data science and artificial intelligence. Many issues related to decision intelligence-related software have been resolved and incorporated that are used on the Internet, such as dialectal analysis. To build reliable systems that can handle big data at enormous scales, perform text analysis and subjectivity analysis, and support management and business decision-making, big data analytics and decision intelligence can be merged.

The advent of ML and AL is enabling a variety of sectors to fully utilize decision intelligence
Decision intelligence is developing as a response to the urgent need to digitize and utilize cutting-edge technologies like Artificial Intelligence (AI) and Machine Learning (ML). Al and ML both assist decision intelligence by refining anticipating and predictive ability. Moreover, decision intelligence is used by organizations to aid imbrute and intensify decision-making processes beyond an extensive range of application scenarios and industries. Also, decision intelligence fills the gap between data and better decision-making for organizations struggling to survive in a sea of data. Furthermore, industries like financial services, healthcare, and supply chain may benefit from decision intelligence by getting the most out of the data and realizing the full promise of Al. Currently, these sectors have a critical need for precise decision-making. In addition, by examining the data gathered from various sources, providers have been able to better understand customer views due to the advent and adoption of ML and AL. Businesses now prioritize providing a consistent user experience across all platforms and delivering offers in real-time by examining consumer purchasing trends.

Key Benefits For Stakeholders

  • This report provides a quantitative analysis of the market segments, current trends, estimations, and dynamics of the decision intelligence market analysis from 2021 to 2031 to identify the prevailing decision intelligence market opportunities.
  • The market research is offered along with information related to key drivers, restraints, and opportunities.
  • Porter's five forces analysis highlights the potency of buyers and suppliers to enable stakeholders make profit-oriented business decisions and strengthen their supplier-buyer network.
  • In-depth analysis of the decision intelligence market segmentation assists to determine the prevailing market opportunities.
  • Major countries in each region are mapped according to their revenue contribution to the global market.
  • Market player positioning facilitates benchmarking and provides a clear understanding of the present position of the market players.
  • The report includes the analysis of the regional as well as global decision intelligence market trends, key players, market segments, application areas, and market growth strategies.

Key Market Segments

By Component

  • Platform
  • Solutions
  • Services

By Deployment Mode

  • On-premise
  • Cloud

By Enterprise Size

  • Large Enterprise
  • Small and Medium-sized Enterprises (SMEs)

By Industry Vertical

  • Energy and Utilities
  • BFSI
  • IT and Telecom
  • Government
  • Healthcare
  • Manufacturing
  • Retail and Consumer Goods
  • Others

By Region

  • North America
  • U.S.
  • Canada
  • Europe
  • UK
  • Germany
  • France
  • Italy
  • Spain
  • Rest of Europe
  • Asia-Pacific
  • China
  • India
  • Japan
  • Australia
  • South Korea
  • Rest of Asia-Pacific
  • LAMEA
  • Latin America
  • Middle East
  • Africa

Key Market Players

  • Oracle Corporation
  • Microsoft Corporation
  • Board International
  • Metaphacts GmbH
  • H2O.ai
  • International Business Machines Corporation
  • Intel Corporation
  • Diwo.ai
  • Clarifai, Inc.
  • Google LLC

 

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Table of Contents

CHAPTER 1: INTRODUCTION
1.1. Report description
1.2. Key market segments
1.3. Key benefits to the stakeholders
1.4. Research Methodology
1.4.1. Primary research
1.4.2. Secondary research
1.4.3. Analyst tools and models
CHAPTER 2: EXECUTIVE SUMMARY
2.1. CXO Perspective
CHAPTER 3: MARKET OVERVIEW
3.1. Market definition and scope
3.2. Key findings
3.2.1. Top impacting factors
3.2.2. Top investment pockets
3.3. Porter’s five forces analysis
3.3.1. Bargaining power of suppliers
3.3.2. Bargaining power of buyers
3.3.3. Threat of substitutes
3.3.4. Threat of new entrants
3.3.5. Intensity of rivalry
3.4. Market dynamics
3.4.1. Drivers
3.4.1.1. Big data technology advancements for practical business intelligence
3.4.1.2. The advent of ML and AL is enabling a variety of sectors to fully utilize decision intelligence
3.4.2. Restraints
3.4.2.1. Overwhelming information and reliance on decision-support systems
3.4.2.2. Decision Intelligence adoption is being hampered by worries about data security and privacy
3.4.3. Opportunities
3.4.3.1. Rapid advancements in big data technology will lead to actionable business information
3.5. COVID-19 Impact Analysis on the market
CHAPTER 4: DECISION INTELLIGENCE MARKET, BY COMPONENT
4.1. Overview
4.1.1. Market size and forecast
4.2. Platform
4.2.1. Key market trends, growth factors and opportunities
4.2.2. Market size and forecast, by region
4.2.3. Market share analysis by country
4.3. Solutions
4.3.1. Key market trends, growth factors and opportunities
4.3.2. Market size and forecast, by region
4.3.3. Market share analysis by country
4.4. Services
4.4.1. Key market trends, growth factors and opportunities
4.4.2. Market size and forecast, by region
4.4.3. Market share analysis by country
CHAPTER 5: DECISION INTELLIGENCE MARKET, BY DEPLOYMENT MODE
5.1. Overview
5.1.1. Market size and forecast
5.2. On-premise
5.2.1. Key market trends, growth factors and opportunities
5.2.2. Market size and forecast, by region
5.2.3. Market share analysis by country
5.3. Cloud
5.3.1. Key market trends, growth factors and opportunities
5.3.2. Market size and forecast, by region
5.3.3. Market share analysis by country
CHAPTER 6: DECISION INTELLIGENCE MARKET, BY ENTERPRISE SIZE
6.1. Overview
6.1.1. Market size and forecast
6.2. Large Enterprise
6.2.1. Key market trends, growth factors and opportunities
6.2.2. Market size and forecast, by region
6.2.3. Market share analysis by country
6.3. Small and Medium-sized Enterprises (SMEs)
6.3.1. Key market trends, growth factors and opportunities
6.3.2. Market size and forecast, by region
6.3.3. Market share analysis by country
CHAPTER 7: DECISION INTELLIGENCE MARKET, BY INDUSTRY VERTICAL
7.1. Overview
7.1.1. Market size and forecast
7.2. Energy and Utilities
7.2.1. Key market trends, growth factors and opportunities
7.2.2. Market size and forecast, by region
7.2.3. Market share analysis by country
7.3. BFSI
7.3.1. Key market trends, growth factors and opportunities
7.3.2. Market size and forecast, by region
7.3.3. Market share analysis by country
7.4. IT and Telecom
7.4.1. Key market trends, growth factors and opportunities
7.4.2. Market size and forecast, by region
7.4.3. Market share analysis by country
7.5. Government
7.5.1. Key market trends, growth factors and opportunities
7.5.2. Market size and forecast, by region
7.5.3. Market share analysis by country
7.6. Healthcare
7.6.1. Key market trends, growth factors and opportunities
7.6.2. Market size and forecast, by region
7.6.3. Market share analysis by country
7.7. Manufacturing
7.7.1. Key market trends, growth factors and opportunities
7.7.2. Market size and forecast, by region
7.7.3. Market share analysis by country
7.8. Retail and Consumer Goods
7.8.1. Key market trends, growth factors and opportunities
7.8.2. Market size and forecast, by region
7.8.3. Market share analysis by country
7.9. Others
7.9.1. Key market trends, growth factors and opportunities
7.9.2. Market size and forecast, by region
7.9.3. Market share analysis by country
CHAPTER 8: DECISION INTELLIGENCE MARKET, BY REGION
8.1. Overview
8.1.1. Market size and forecast By Region
8.2. North America
8.2.1. Key trends and opportunities
8.2.2. Market size and forecast, by Component
8.2.3. Market size and forecast, by Deployment Mode
8.2.4. Market size and forecast, by Enterprise Size
8.2.5. Market size and forecast, by Industry Vertical
8.2.6. Market size and forecast, by country
8.2.6.1. U.S.
8.2.6.1.1. Key market trends, growth factors and opportunities
8.2.6.1.2. Market size and forecast, by Component
8.2.6.1.3. Market size and forecast, by Deployment Mode
8.2.6.1.4. Market size and forecast, by Enterprise Size
8.2.6.1.5. Market size and forecast, by Industry Vertical
8.2.6.2. Canada
8.2.6.2.1. Key market trends, growth factors and opportunities
8.2.6.2.2. Market size and forecast, by Component
8.2.6.2.3. Market size and forecast, by Deployment Mode
8.2.6.2.4. Market size and forecast, by Enterprise Size
8.2.6.2.5. Market size and forecast, by Industry Vertical
8.3. Europe
8.3.1. Key trends and opportunities
8.3.2. Market size and forecast, by Component
8.3.3. Market size and forecast, by Deployment Mode
8.3.4. Market size and forecast, by Enterprise Size
8.3.5. Market size and forecast, by Industry Vertical
8.3.6. Market size and forecast, by country
8.3.6.1. UK
8.3.6.1.1. Key market trends, growth factors and opportunities
8.3.6.1.2. Market size and forecast, by Component
8.3.6.1.3. Market size and forecast, by Deployment Mode
8.3.6.1.4. Market size and forecast, by Enterprise Size
8.3.6.1.5. Market size and forecast, by Industry Vertical
8.3.6.2. Germany
8.3.6.2.1. Key market trends, growth factors and opportunities
8.3.6.2.2. Market size and forecast, by Component
8.3.6.2.3. Market size and forecast, by Deployment Mode
8.3.6.2.4. Market size and forecast, by Enterprise Size
8.3.6.2.5. Market size and forecast, by Industry Vertical
8.3.6.3. France
8.3.6.3.1. Key market trends, growth factors and opportunities
8.3.6.3.2. Market size and forecast, by Component
8.3.6.3.3. Market size and forecast, by Deployment Mode
8.3.6.3.4. Market size and forecast, by Enterprise Size
8.3.6.3.5. Market size and forecast, by Industry Vertical
8.3.6.4. Italy
8.3.6.4.1. Key market trends, growth factors and opportunities
8.3.6.4.2. Market size and forecast, by Component
8.3.6.4.3. Market size and forecast, by Deployment Mode
8.3.6.4.4. Market size and forecast, by Enterprise Size
8.3.6.4.5. Market size and forecast, by Industry Vertical
8.3.6.5. Spain
8.3.6.5.1. Key market trends, growth factors and opportunities
8.3.6.5.2. Market size and forecast, by Component
8.3.6.5.3. Market size and forecast, by Deployment Mode
8.3.6.5.4. Market size and forecast, by Enterprise Size
8.3.6.5.5. Market size and forecast, by Industry Vertical
8.3.6.6. Rest of Europe
8.3.6.6.1. Key market trends, growth factors and opportunities
8.3.6.6.2. Market size and forecast, by Component
8.3.6.6.3. Market size and forecast, by Deployment Mode
8.3.6.6.4. Market size and forecast, by Enterprise Size
8.3.6.6.5. Market size and forecast, by Industry Vertical
8.4. Asia-Pacific
8.4.1. Key trends and opportunities
8.4.2. Market size and forecast, by Component
8.4.3. Market size and forecast, by Deployment Mode
8.4.4. Market size and forecast, by Enterprise Size
8.4.5. Market size and forecast, by Industry Vertical
8.4.6. Market size and forecast, by country
8.4.6.1. China
8.4.6.1.1. Key market trends, growth factors and opportunities
8.4.6.1.2. Market size and forecast, by Component
8.4.6.1.3. Market size and forecast, by Deployment Mode
8.4.6.1.4. Market size and forecast, by Enterprise Size
8.4.6.1.5. Market size and forecast, by Industry Vertical
8.4.6.2. India
8.4.6.2.1. Key market trends, growth factors and opportunities
8.4.6.2.2. Market size and forecast, by Component
8.4.6.2.3. Market size and forecast, by Deployment Mode
8.4.6.2.4. Market size and forecast, by Enterprise Size
8.4.6.2.5. Market size and forecast, by Industry Vertical
8.4.6.3. Japan
8.4.6.3.1. Key market trends, growth factors and opportunities
8.4.6.3.2. Market size and forecast, by Component
8.4.6.3.3. Market size and forecast, by Deployment Mode
8.4.6.3.4. Market size and forecast, by Enterprise Size
8.4.6.3.5. Market size and forecast, by Industry Vertical
8.4.6.4. Australia
8.4.6.4.1. Key market trends, growth factors and opportunities
8.4.6.4.2. Market size and forecast, by Component
8.4.6.4.3. Market size and forecast, by Deployment Mode
8.4.6.4.4. Market size and forecast, by Enterprise Size
8.4.6.4.5. Market size and forecast, by Industry Vertical
8.4.6.5. South Korea
8.4.6.5.1. Key market trends, growth factors and opportunities
8.4.6.5.2. Market size and forecast, by Component
8.4.6.5.3. Market size and forecast, by Deployment Mode
8.4.6.5.4. Market size and forecast, by Enterprise Size
8.4.6.5.5. Market size and forecast, by Industry Vertical
8.4.6.6. Rest of Asia-Pacific
8.4.6.6.1. Key market trends, growth factors and opportunities
8.4.6.6.2. Market size and forecast, by Component
8.4.6.6.3. Market size and forecast, by Deployment Mode
8.4.6.6.4. Market size and forecast, by Enterprise Size
8.4.6.6.5. Market size and forecast, by Industry Vertical
8.5. LAMEA
8.5.1. Key trends and opportunities
8.5.2. Market size and forecast, by Component
8.5.3. Market size and forecast, by Deployment Mode
8.5.4. Market size and forecast, by Enterprise Size
8.5.5. Market size and forecast, by Industry Vertical
8.5.6. Market size and forecast, by country
8.5.6.1. Latin America
8.5.6.1.1. Key market trends, growth factors and opportunities
8.5.6.1.2. Market size and forecast, by Component
8.5.6.1.3. Market size and forecast, by Deployment Mode
8.5.6.1.4. Market size and forecast, by Enterprise Size
8.5.6.1.5. Market size and forecast, by Industry Vertical
8.5.6.2. Middle East
8.5.6.2.1. Key market trends, growth factors and opportunities
8.5.6.2.2. Market size and forecast, by Component
8.5.6.2.3. Market size and forecast, by Deployment Mode
8.5.6.2.4. Market size and forecast, by Enterprise Size
8.5.6.2.5. Market size and forecast, by Industry Vertical
8.5.6.3. Africa
8.5.6.3.1. Key market trends, growth factors and opportunities
8.5.6.3.2. Market size and forecast, by Component
8.5.6.3.3. Market size and forecast, by Deployment Mode
8.5.6.3.4. Market size and forecast, by Enterprise Size
8.5.6.3.5. Market size and forecast, by Industry Vertical
CHAPTER 9: COMPETITIVE LANDSCAPE
9.1. Introduction
9.2. Top winning strategies
9.3. Product Mapping of Top 10 Player
9.4. Competitive Dashboard
9.5. Competitive Heatmap
9.6. Top player positioning, 2021
CHAPTER 10: COMPANY PROFILES
10.1. Google LLC
10.1.1. Company overview
10.1.2. Key Executives
10.1.3. Company snapshot
10.1.4. Operating business segments
10.1.5. Product portfolio
10.1.6. Business performance
10.1.7. Key strategic moves and developments
10.2. International Business Machines Corporation
10.2.1. Company overview
10.2.2. Key Executives
10.2.3. Company snapshot
10.2.4. Operating business segments
10.2.5. Product portfolio
10.2.6. Business performance
10.2.7. Key strategic moves and developments
10.3. Oracle Corporation
10.3.1. Company overview
10.3.2. Key Executives
10.3.3. Company snapshot
10.3.4. Operating business segments
10.3.5. Product portfolio
10.3.6. Business performance
10.3.7. Key strategic moves and developments
10.4. Microsoft Corporation
10.4.1. Company overview
10.4.2. Key Executives
10.4.3. Company snapshot
10.4.4. Operating business segments
10.4.5. Product portfolio
10.4.6. Business performance
10.4.7. Key strategic moves and developments
10.5. Board International
10.5.1. Company overview
10.5.2. Key Executives
10.5.3. Company snapshot
10.5.4. Operating business segments
10.5.5. Product portfolio
10.5.6. Key strategic moves and developments
10.6. Clarifai, Inc.
10.6.1. Company overview
10.6.2. Key Executives
10.6.3. Company snapshot
10.6.4. Operating business segments
10.6.5. Product portfolio
10.6.6. Key strategic moves and developments
10.7. Diwo.ai
10.7.1. Company overview
10.7.2. Key Executives
10.7.3. Company snapshot
10.7.4. Operating business segments
10.7.5. Product portfolio
10.7.6. Key strategic moves and developments
10.8. Intel Corporation
10.8.1. Company overview
10.8.2. Key Executives
10.8.3. Company snapshot
10.8.4. Operating business segments
10.8.5. Product portfolio
10.8.6. Business performance
10.8.7. Key strategic moves and developments
10.9. H2O.ai
10.9.1. Company overview
10.9.2. Key Executives
10.9.3. Company snapshot
10.9.4. Operating business segments
10.9.5. Product portfolio
10.9.6. Key strategic moves and developments
10.10. Metaphacts GmbH
10.10.1. Company overview
10.10.2. Key Executives
10.10.3. Company snapshot
10.10.4. Operating business segments
10.10.5. Product portfolio
10.10.6. Key strategic moves and developments
List of Tables
TABLE 01. GLOBAL DECISION INTELLIGENCE MARKET, BY COMPONENT, 2021-2031 ($MILLION)
TABLE 02. DECISION INTELLIGENCE MARKET FOR PLATFORM, BY REGION, 2021-2031 ($MILLION)
TABLE 03. DECISION INTELLIGENCE MARKET FOR SOLUTIONS, BY REGION, 2021-2031 ($MILLION)
TABLE 04. DECISION INTELLIGENCE MARKET FOR SERVICES, BY REGION, 2021-2031 ($MILLION)
TABLE 05. GLOBAL DECISION INTELLIGENCE MARKET, BY DEPLOYMENT MODE, 2021-2031 ($MILLION)
TABLE 06. DECISION INTELLIGENCE MARKET FOR ON-PREMISE, BY REGION, 2021-2031 ($MILLION)
TABLE 07. DECISION INTELLIGENCE MARKET FOR CLOUD, BY REGION, 2021-2031 ($MILLION)
TABLE 08. GLOBAL DECISION INTELLIGENCE MARKET, BY ENTERPRISE SIZE, 2021-2031 ($MILLION)
TABLE 09. DECISION INTELLIGENCE MARKET FOR LARGE ENTERPRISE, BY REGION, 2021-2031 ($MILLION)
TABLE 10. DECISION INTELLIGENCE MARKET FOR SMALL AND MEDIUM-SIZED ENTERPRISES (SMES), BY REGION, 2021-2031 ($MILLION)
TABLE 11. GLOBAL DECISION INTELLIGENCE MARKET, BY INDUSTRY VERTICAL, 2021-2031 ($MILLION)
TABLE 12. DECISION INTELLIGENCE MARKET FOR ENERGY AND UTILITIES, BY REGION, 2021-2031 ($MILLION)
TABLE 13. DECISION INTELLIGENCE MARKET FOR BFSI, BY REGION, 2021-2031 ($MILLION)
TABLE 14. DECISION INTELLIGENCE MARKET FOR IT AND TELECOM, BY REGION, 2021-2031 ($MILLION)
TABLE 15. DECISION INTELLIGENCE MARKET FOR GOVERNMENT, BY REGION, 2021-2031 ($MILLION)
TABLE 16. DECISION INTELLIGENCE MARKET FOR HEALTHCARE, BY REGION, 2021-2031 ($MILLION)
TABLE 17. DECISION INTELLIGENCE MARKET FOR MANUFACTURING, BY REGION, 2021-2031 ($MILLION)
TABLE 18. DECISION INTELLIGENCE MARKET FOR RETAIL AND CONSUMER GOODS, BY REGION, 2021-2031 ($MILLION)
TABLE 19. DECISION INTELLIGENCE MARKET FOR OTHERS, BY REGION, 2021-2031 ($MILLION)
TABLE 20. DECISION INTELLIGENCE MARKET, BY REGION, 2021-2031 ($MILLION)
TABLE 21. NORTH AMERICA DECISION INTELLIGENCE MARKET, BY COMPONENT, 2021-2031 ($MILLION)
TABLE 22. NORTH AMERICA DECISION INTELLIGENCE MARKET, BY DEPLOYMENT MODE, 2021-2031 ($MILLION)
TABLE 23. NORTH AMERICA DECISION INTELLIGENCE MARKET, BY ENTERPRISE SIZE, 2021-2031 ($MILLION)
TABLE 24. NORTH AMERICA DECISION INTELLIGENCE MARKET, BY INDUSTRY VERTICAL, 2021-2031 ($MILLION)
TABLE 25. NORTH AMERICA DECISION INTELLIGENCE MARKET, BY COUNTRY, 2021-2031 ($MILLION)
TABLE 26. U.S. DECISION INTELLIGENCE MARKET, BY COMPONENT, 2021-2031 ($MILLION)
TABLE 27. U.S. DECISION INTELLIGENCE MARKET, BY DEPLOYMENT MODE, 2021-2031 ($MILLION)
TABLE 28. U.S. DECISION INTELLIGENCE MARKET, BY ENTERPRISE SIZE, 2021-2031 ($MILLION)
TABLE 29. U.S. DECISION INTELLIGENCE MARKET, BY INDUSTRY VERTICAL, 2021-2031 ($MILLION)
TABLE 30. CANADA DECISION INTELLIGENCE MARKET, BY COMPONENT, 2021-2031 ($MILLION)
TABLE 31. CANADA DECISION INTELLIGENCE MARKET, BY DEPLOYMENT MODE, 2021-2031 ($MILLION)
TABLE 32. CANADA DECISION INTELLIGENCE MARKET, BY ENTERPRISE SIZE, 2021-2031 ($MILLION)
TABLE 33. CANADA DECISION INTELLIGENCE MARKET, BY INDUSTRY VERTICAL, 2021-2031 ($MILLION)
TABLE 34. EUROPE DECISION INTELLIGENCE MARKET, BY COMPONENT, 2021-2031 ($MILLION)
TABLE 35. EUROPE DECISION INTELLIGENCE MARKET, BY DEPLOYMENT MODE, 2021-2031 ($MILLION)
TABLE 36. EUROPE DECISION INTELLIGENCE MARKET, BY ENTERPRISE SIZE, 2021-2031 ($MILLION)
TABLE 37. EUROPE DECISION INTELLIGENCE MARKET, BY INDUSTRY VERTICAL, 2021-2031 ($MILLION)
TABLE 38. EUROPE DECISION INTELLIGENCE MARKET, BY COUNTRY, 2021-2031 ($MILLION)
TABLE 39. UK DECISION INTELLIGENCE MARKET, BY COMPONENT, 2021-2031 ($MILLION)
TABLE 40. UK DECISION INTELLIGENCE MARKET, BY DEPLOYMENT MODE, 2021-2031 ($MILLION)
TABLE 41. UK DECISION INTELLIGENCE MARKET, BY ENTERPRISE SIZE, 2021-2031 ($MILLION)
TABLE 42. UK DECISION INTELLIGENCE MARKET, BY INDUSTRY VERTICAL, 2021-2031 ($MILLION)
TABLE 43. GERMANY DECISION INTELLIGENCE MARKET, BY COMPONENT, 2021-2031 ($MILLION)
TABLE 44. GERMANY DECISION INTELLIGENCE MARKET, BY DEPLOYMENT MODE, 2021-2031 ($MILLION)
TABLE 45. GERMANY DECISION INTELLIGENCE MARKET, BY ENTERPRISE SIZE, 2021-2031 ($MILLION)
TABLE 46. GERMANY DECISION INTELLIGENCE MARKET, BY INDUSTRY VERTICAL, 2021-2031 ($MILLION)
TABLE 47. FRANCE DECISION INTELLIGENCE MARKET, BY COMPONENT, 2021-2031 ($MILLION)
TABLE 48. FRANCE DECISION INTELLIGENCE MARKET, BY DEPLOYMENT MODE, 2021-2031 ($MILLION)
TABLE 49. FRANCE DECISION INTELLIGENCE MARKET, BY ENTERPRISE SIZE, 2021-2031 ($MILLION)
TABLE 50. FRANCE DECISION INTELLIGENCE MARKET, BY INDUSTRY VERTICAL, 2021-2031 ($MILLION)
TABLE 51. ITALY DECISION INTELLIGENCE MARKET, BY COMPONENT, 2021-2031 ($MILLION)
TABLE 52. ITALY DECISION INTELLIGENCE MARKET, BY DEPLOYMENT MODE, 2021-2031 ($MILLION)
TABLE 53. ITALY DECISION INTELLIGENCE MARKET, BY ENTERPRISE SIZE, 2021-2031 ($MILLION)
TABLE 54. ITALY DECISION INTELLIGENCE MARKET, BY INDUSTRY VERTICAL, 2021-2031 ($MILLION)
TABLE 55. SPAIN DECISION INTELLIGENCE MARKET, BY COMPONENT, 2021-2031 ($MILLION)
TABLE 56. SPAIN DECISION INTELLIGENCE MARKET, BY DEPLOYMENT MODE, 2021-2031 ($MILLION)
TABLE 57. SPAIN DECISION INTELLIGENCE MARKET, BY ENTERPRISE SIZE, 2021-2031 ($MILLION)
TABLE 58. SPAIN DECISION INTELLIGENCE MARKET, BY INDUSTRY VERTICAL, 2021-2031 ($MILLION)
TABLE 59. REST OF EUROPE DECISION INTELLIGENCE MARKET, BY COMPONENT, 2021-2031 ($MILLION)
TABLE 60. REST OF EUROPE DECISION INTELLIGENCE MARKET, BY DEPLOYMENT MODE, 2021-2031 ($MILLION)
TABLE 61. REST OF EUROPE DECISION INTELLIGENCE MARKET, BY ENTERPRISE SIZE, 2021-2031 ($MILLION)
TABLE 62. REST OF EUROPE DECISION INTELLIGENCE MARKET, BY INDUSTRY VERTICAL, 2021-2031 ($MILLION)
TABLE 63. ASIA-PACIFIC DECISION INTELLIGENCE MARKET, BY COMPONENT, 2021-2031 ($MILLION)
TABLE 64. ASIA-PACIFIC DECISION INTELLIGENCE MARKET, BY DEPLOYMENT MODE, 2021-2031 ($MILLION)
TABLE 65. ASIA-PACIFIC DECISION INTELLIGENCE MARKET, BY ENTERPRISE SIZE, 2021-2031 ($MILLION)
TABLE 66. ASIA-PACIFIC DECISION INTELLIGENCE MARKET, BY INDUSTRY VERTICAL, 2021-2031 ($MILLION)
TABLE 67. ASIA-PACIFIC DECISION INTELLIGENCE MARKET, BY COUNTRY, 2021-2031 ($MILLION)
TABLE 68. CHINA DECISION INTELLIGENCE MARKET, BY COMPONENT, 2021-2031 ($MILLION)
TABLE 69. CHINA DECISION INTELLIGENCE MARKET, BY DEPLOYMENT MODE, 2021-2031 ($MILLION)
TABLE 70. CHINA DECISION INTELLIGENCE MARKET, BY ENTERPRISE SIZE, 2021-2031 ($MILLION)
TABLE 71. CHINA DECISION INTELLIGENCE MARKET, BY INDUSTRY VERTICAL, 2021-2031 ($MILLION)
TABLE 72. INDIA DECISION INTELLIGENCE MARKET, BY COMPONENT, 2021-2031 ($MILLION)
TABLE 73. INDIA DECISION INTELLIGENCE MARKET, BY DEPLOYMENT MODE, 2021-2031 ($MILLION)
TABLE 74. INDIA DECISION INTELLIGENCE MARKET, BY ENTERPRISE SIZE, 2021-2031 ($MILLION)
TABLE 75. INDIA DECISION INTELLIGENCE MARKET, BY INDUSTRY VERTICAL, 2021-2031 ($MILLION)
TABLE 76. JAPAN DECISION INTELLIGENCE MARKET, BY COMPONENT, 2021-2031 ($MILLION)
TABLE 77. JAPAN DECISION INTELLIGENCE MARKET, BY DEPLOYMENT MODE, 2021-2031 ($MILLION)
TABLE 78. JAPAN DECISION INTELLIGENCE MARKET, BY ENTERPRISE SIZE, 2021-2031 ($MILLION)
TABLE 79. JAPAN DECISION INTELLIGENCE MARKET, BY INDUSTRY VERTICAL, 2021-2031 ($MILLION)
TABLE 80. AUSTRALIA DECISION INTELLIGENCE MARKET, BY COMPONENT, 2021-2031 ($MILLION)
TABLE 81. AUSTRALIA DECISION INTELLIGENCE MARKET, BY DEPLOYMENT MODE, 2021-2031 ($MILLION)
TABLE 82. AUSTRALIA DECISION INTELLIGENCE MARKET, BY ENTERPRISE SIZE, 2021-2031 ($MILLION)
TABLE 83. AUSTRALIA DECISION INTELLIGENCE MARKET, BY INDUSTRY VERTICAL, 2021-2031 ($MILLION)
TABLE 84. SOUTH KOREA DECISION INTELLIGENCE MARKET, BY COMPONENT, 2021-2031 ($MILLION)
TABLE 85. SOUTH KOREA DECISION INTELLIGENCE MARKET, BY DEPLOYMENT MODE, 2021-2031 ($MILLION)
TABLE 86. SOUTH KOREA DECISION INTELLIGENCE MARKET, BY ENTERPRISE SIZE, 2021-2031 ($MILLION)
TABLE 87. SOUTH KOREA DECISION INTELLIGENCE MARKET, BY INDUSTRY VERTICAL, 2021-2031 ($MILLION)
TABLE 88. REST OF ASIA-PACIFIC DECISION INTELLIGENCE MARKET, BY COMPONENT, 2021-2031 ($MILLION)
TABLE 89. REST OF ASIA-PACIFIC DECISION INTELLIGENCE MARKET, BY DEPLOYMENT MODE, 2021-2031 ($MILLION)
TABLE 90. REST OF ASIA-PACIFIC DECISION INTELLIGENCE MARKET, BY ENTERPRISE SIZE, 2021-2031 ($MILLION)
TABLE 91. REST OF ASIA-PACIFIC DECISION INTELLIGENCE MARKET, BY INDUSTRY VERTICAL, 2021-2031 ($MILLION)
TABLE 92. LAMEA DECISION INTELLIGENCE MARKET, BY COMPONENT, 2021-2031 ($MILLION)
TABLE 93. LAMEA DECISION INTELLIGENCE MARKET, BY DEPLOYMENT MODE, 2021-2031 ($MILLION)
TABLE 94. LAMEA DECISION INTELLIGENCE MARKET, BY ENTERPRISE SIZE, 2021-2031 ($MILLION)
TABLE 95. LAMEA DECISION INTELLIGENCE MARKET, BY INDUSTRY VERTICAL, 2021-2031 ($MILLION)
TABLE 96. LAMEA DECISION INTELLIGENCE MARKET, BY COUNTRY, 2021-2031 ($MILLION)
TABLE 97. LATIN AMERICA DECISION INTELLIGENCE MARKET, BY COMPONENT, 2021-2031 ($MILLION)
TABLE 98. LATIN AMERICA DECISION INTELLIGENCE MARKET, BY DEPLOYMENT MODE, 2021-2031 ($MILLION)
TABLE 99. LATIN AMERICA DECISION INTELLIGENCE MARKET, BY ENTERPRISE SIZE, 2021-2031 ($MILLION)
TABLE 100. LATIN AMERICA DECISION INTELLIGENCE MARKET, BY INDUSTRY VERTICAL, 2021-2031 ($MILLION)
TABLE 101. MIDDLE EAST DECISION INTELLIGENCE MARKET, BY COMPONENT, 2021-2031 ($MILLION)
TABLE 102. MIDDLE EAST DECISION INTELLIGENCE MARKET, BY DEPLOYMENT MODE, 2021-2031 ($MILLION)
TABLE 103. MIDDLE EAST DECISION INTELLIGENCE MARKET, BY ENTERPRISE SIZE, 2021-2031 ($MILLION)
TABLE 104. MIDDLE EAST DECISION INTELLIGENCE MARKET, BY INDUSTRY VERTICAL, 2021-2031 ($MILLION)
TABLE 105. AFRICA DECISION INTELLIGENCE MARKET, BY COMPONENT, 2021-2031 ($MILLION)
TABLE 106. AFRICA DECISION INTELLIGENCE MARKET, BY DEPLOYMENT MODE, 2021-2031 ($MILLION)
TABLE 107. AFRICA DECISION INTELLIGENCE MARKET, BY ENTERPRISE SIZE, 2021-2031 ($MILLION)
TABLE 108. AFRICA DECISION INTELLIGENCE MARKET, BY INDUSTRY VERTICAL, 2021-2031 ($MILLION)
TABLE 109. GOOGLE LLC: KEY EXECUTIVES
TABLE 110. GOOGLE LLC: COMPANY SNAPSHOT
TABLE 111. GOOGLE LLC: SERVICE SEGMENTS
TABLE 112. GOOGLE LLC: PRODUCT PORTFOLIO
TABLE 113. GOOGLE LLC: KEY STRATEGIES
TABLE 114. INTERNATIONAL BUSINESS MACHINES CORPORATION: KEY EXECUTIVES
TABLE 115. INTERNATIONAL BUSINESS MACHINES CORPORATION: COMPANY SNAPSHOT
TABLE 116. INTERNATIONAL BUSINESS MACHINES CORPORATION: SERVICE SEGMENTS
TABLE 117. INTERNATIONAL BUSINESS MACHINES CORPORATION: PRODUCT PORTFOLIO
TABLE 118. INTERNATIONAL BUSINESS MACHINES CORPORATION: KEY STRATEGIES
TABLE 119. ORACLE CORPORATION: KEY EXECUTIVES
TABLE 120. ORACLE CORPORATION: COMPANY SNAPSHOT
TABLE 121. ORACLE CORPORATION: PRODUCT SEGMENTS
TABLE 122. ORACLE CORPORATION: PRODUCT PORTFOLIO
TABLE 123. ORACLE CORPORATION: KEY STRATEGIES
TABLE 124. MICROSOFT CORPORATION: KEY EXECUTIVES
TABLE 125. MICROSOFT CORPORATION: COMPANY SNAPSHOT
TABLE 126. MICROSOFT CORPORATION: SERVICE SEGMENTS
TABLE 127. MICROSOFT CORPORATION: PRODUCT PORTFOLIO
TABLE 128. MICROSOFT CORPORATION: KEY STRATEGIES
TABLE 129. BOARD INTERNATIONAL: KEY EXECUTIVES
TABLE 130. BOARD INTERNATIONAL: COMPANY SNAPSHOT
TABLE 131. BOARD INTERNATIONAL: PRODUCT SEGMENTS
TABLE 132. BOARD INTERNATIONAL: PRODUCT PORTFOLIO
TABLE 133. BOARD INTERNATIONAL: KEY STRATEGIES
TABLE 134. CLARIFAI, INC.: KEY EXECUTIVES
TABLE 135. CLARIFAI, INC.: COMPANY SNAPSHOT
TABLE 136. CLARIFAI, INC.: PRODUCT SEGMENTS
TABLE 137. CLARIFAI, INC.: PRODUCT PORTFOLIO
TABLE 138. CLARIFAI, INC.: KEY STRATEGIES
TABLE 139. DIWO.AI: KEY EXECUTIVES
TABLE 140. DIWO.AI: COMPANY SNAPSHOT
TABLE 141. DIWO.AI: PRODUCT SEGMENTS
TABLE 142. DIWO.AI: PRODUCT PORTFOLIO
TABLE 143. DIWO.AI: KEY STRATEGIES
TABLE 144. INTEL CORPORATION: KEY EXECUTIVES
TABLE 145. INTEL CORPORATION: COMPANY SNAPSHOT
TABLE 146. INTEL CORPORATION: SERVICE SEGMENTS
TABLE 147. INTEL CORPORATION: PRODUCT PORTFOLIO
TABLE 148. INTEL CORPORATION: KEY STRATEGIES
TABLE 149. H2O.AI: KEY EXECUTIVES
TABLE 150. H2O.AI: COMPANY SNAPSHOT
TABLE 151. H2O.AI: SERVICE SEGMENTS
TABLE 152. H2O.AI: PRODUCT PORTFOLIO
TABLE 153. H2O.AI: KEY STRATEGIES
TABLE 154. METAPHACTS GMBH: KEY EXECUTIVES
TABLE 155. METAPHACTS GMBH: COMPANY SNAPSHOT
TABLE 156. METAPHACTS GMBH: PRODUCT SEGMENTS
TABLE 157. METAPHACTS GMBH: PRODUCT PORTFOLIO
TABLE 158. METAPHACTS GMBH: KEY STRATEGIES
List of Figures
FIGURE 01. DECISION INTELLIGENCE MARKET, 2021-2031
FIGURE 02. SEGMENTATION OF DECISION INTELLIGENCE MARKET, 2021-2031
FIGURE 03. TOP INVESTMENT POCKETS IN DECISION INTELLIGENCE MARKET (2022-2031)
FIGURE 04. LOW BARGAINING POWER OF SUPPLIERS
FIGURE 05. LOW BARGAINING POWER OF BUYERS
FIGURE 06. LOW THREAT OF SUBSTITUTES
FIGURE 07. LOW THREAT OF NEW ENTRANTS
FIGURE 08. LOW INTENSITY OF RIVALRY
FIGURE 09. DRIVERS, RESTRAINTS AND OPPORTUNITIES: GLOBALDECISION INTELLIGENCE MARKET
FIGURE 10. DECISION INTELLIGENCE MARKET, BY COMPONENT, 2021(%)
FIGURE 11. COMPARATIVE SHARE ANALYSIS OF DECISION INTELLIGENCE MARKET FOR PLATFORM, BY COUNTRY 2021 AND 2031(%)
FIGURE 12. COMPARATIVE SHARE ANALYSIS OF DECISION INTELLIGENCE MARKET FOR SOLUTIONS, BY COUNTRY 2021 AND 2031(%)
FIGURE 13. COMPARATIVE SHARE ANALYSIS OF DECISION INTELLIGENCE MARKET FOR SERVICES, BY COUNTRY 2021 AND 2031(%)
FIGURE 14. DECISION INTELLIGENCE MARKET, BY DEPLOYMENT MODE, 2021(%)
FIGURE 15. COMPARATIVE SHARE ANALYSIS OF DECISION INTELLIGENCE MARKET FOR ON-PREMISE, BY COUNTRY 2021 AND 2031(%)
FIGURE 16. COMPARATIVE SHARE ANALYSIS OF DECISION INTELLIGENCE MARKET FOR CLOUD, BY COUNTRY 2021 AND 2031(%)
FIGURE 17. DECISION INTELLIGENCE MARKET, BY ENTERPRISE SIZE, 2021(%)
FIGURE 18. COMPARATIVE SHARE ANALYSIS OF DECISION INTELLIGENCE MARKET FOR LARGE ENTERPRISE, BY COUNTRY 2021 AND 2031(%)
FIGURE 19. COMPARATIVE SHARE ANALYSIS OF DECISION INTELLIGENCE MARKET FOR SMALL AND MEDIUM-SIZED ENTERPRISES (SMES), BY COUNTRY 2021 AND 2031(%)
FIGURE 20. DECISION INTELLIGENCE MARKET, BY INDUSTRY VERTICAL, 2021(%)
FIGURE 21. COMPARATIVE SHARE ANALYSIS OF DECISION INTELLIGENCE MARKET FOR ENERGY AND UTILITIES, BY COUNTRY 2021 AND 2031(%)
FIGURE 22. COMPARATIVE SHARE ANALYSIS OF DECISION INTELLIGENCE MARKET FOR BFSI, BY COUNTRY 2021 AND 2031(%)
FIGURE 23. COMPARATIVE SHARE ANALYSIS OF DECISION INTELLIGENCE MARKET FOR IT AND TELECOM, BY COUNTRY 2021 AND 2031(%)
FIGURE 24. COMPARATIVE SHARE ANALYSIS OF DECISION INTELLIGENCE MARKET FOR GOVERNMENT, BY COUNTRY 2021 AND 2031(%)
FIGURE 25. COMPARATIVE SHARE ANALYSIS OF DECISION INTELLIGENCE MARKET FOR HEALTHCARE, BY COUNTRY 2021 AND 2031(%)
FIGURE 26. COMPARATIVE SHARE ANALYSIS OF DECISION INTELLIGENCE MARKET FOR MANUFACTURING, BY COUNTRY 2021 AND 2031(%)
FIGURE 27. COMPARATIVE SHARE ANALYSIS OF DECISION INTELLIGENCE MARKET FOR RETAIL AND CONSUMER GOODS, BY COUNTRY 2021 AND 2031(%)
FIGURE 28. COMPARATIVE SHARE ANALYSIS OF DECISION INTELLIGENCE MARKET FOR OTHERS, BY COUNTRY 2021 AND 2031(%)
FIGURE 29. DECISION INTELLIGENCE MARKET BY REGION, 2021
FIGURE 30. U.S. DECISION INTELLIGENCE MARKET, 2021-2031 ($MILLION)
FIGURE 31. CANADA DECISION INTELLIGENCE MARKET, 2021-2031 ($MILLION)
FIGURE 32. UK DECISION INTELLIGENCE MARKET, 2021-2031 ($MILLION)
FIGURE 33. GERMANY DECISION INTELLIGENCE MARKET, 2021-2031 ($MILLION)
FIGURE 34. FRANCE DECISION INTELLIGENCE MARKET, 2021-2031 ($MILLION)
FIGURE 35. ITALY DECISION INTELLIGENCE MARKET, 2021-2031 ($MILLION)
FIGURE 36. SPAIN DECISION INTELLIGENCE MARKET, 2021-2031 ($MILLION)
FIGURE 37. REST OF EUROPE DECISION INTELLIGENCE MARKET, 2021-2031 ($MILLION)
FIGURE 38. CHINA DECISION INTELLIGENCE MARKET, 2021-2031 ($MILLION)
FIGURE 39. INDIA DECISION INTELLIGENCE MARKET, 2021-2031 ($MILLION)
FIGURE 40. JAPAN DECISION INTELLIGENCE MARKET, 2021-2031 ($MILLION)
FIGURE 41. AUSTRALIA DECISION INTELLIGENCE MARKET, 2021-2031 ($MILLION)
FIGURE 42. SOUTH KOREA DECISION INTELLIGENCE MARKET, 2021-2031 ($MILLION)
FIGURE 43. REST OF ASIA-PACIFIC DECISION INTELLIGENCE MARKET, 2021-2031 ($MILLION)
FIGURE 44. LATIN AMERICA DECISION INTELLIGENCE MARKET, 2021-2031 ($MILLION)
FIGURE 45. MIDDLE EAST DECISION INTELLIGENCE MARKET, 2021-2031 ($MILLION)
FIGURE 46. AFRICA DECISION INTELLIGENCE MARKET, 2021-2031 ($MILLION)
FIGURE 47. TOP WINNING STRATEGIES, BY YEAR
FIGURE 48. TOP WINNING STRATEGIES, BY DEVELOPMENT
FIGURE 49. TOP WINNING STRATEGIES, BY COMPANY
FIGURE 50. PRODUCT MAPPING OF TOP 10 PLAYERS
FIGURE 51. COMPETITIVE DASHBOARD
FIGURE 52. COMPETITIVE HEATMAP: DECISION INTELLIGENCE MARKET
FIGURE 53. TOP PLAYER POSITIONING, 2021
FIGURE 54. GOOGLE LLC: NET REVENUE, 2019-2021 ($MILLION)
FIGURE 55. GOOGLE LLC: REVENUE SHARE BY SEGMENT, 2021 (%)
FIGURE 56. GOOGLE LLC: REVENUE SHARE BY REGION, 2021 (%)
FIGURE 57. IBM CORPORATION: NET REVENUE, 2020-2022 ($MILLION)
FIGURE 58. IBM CORPORATION: REVENUE SHARE BY SEGMENT, 2022 (%)
FIGURE 59. IBM CORPORATION: REVENUE SHARE BY REGION, 2021 (%)
FIGURE 60. ORACLE CORPORATION: NET REVENUE, 2020-2022 ($MILLION)
FIGURE 61. ORACLE CORPORATION: RESEARCH & DEVELOPMENT EXPENDITURE, 2020-2022 ($MILLION)
FIGURE 62. ORACLE CORPORATION: REVENUE SHARE BY SEGMENT, 2022 (%)
FIGURE 63. ORACLE CORPORATION: REVENUE SHARE BY REGION, 2022 (%)
FIGURE 64. MICROSOFT CORPORATION: NET REVENUE, 2020-2022 ($MILLION)
FIGURE 65. MICROSOFT CORPORATION: RESEARCH & DEVELOPMENT EXPENDITURE, 2020-2022 ($MILLION)
FIGURE 66. MICROSOFT CORPORATION: REVENUE SHARE BY SEGMENT, 2022 (%)
FIGURE 67. MICROSOFT CORPORATION: REVENUE SHARE BY REGION, 2022 (%)
FIGURE 68. INTEL CORPORATION: RESEARCH & DEVELOPMENT EXPENDITURE, 2020-2022 ($MILLION)
FIGURE 69. INTEL CORPORATION: NET REVENUE, 2020-2022 ($MILLION)
FIGURE 70. INTEL CORPORATION: REVENUE SHARE BY SEGMENT, 2022 (%)
FIGURE 71. INTEL CORPORATION: REVENUE SHARE BY REGION, 2022 (%)

Companies Mentioned

  • Oracle Corporation
  • Microsoft Corporation
  • Board International
  • Metaphacts GmbH
  • H2O.ai
  • International Business Machines Corporation
  • Intel Corporation
  • Diwo.ai
  • Clarifai, Inc.
  • Google LLC

Methodology

The analyst offers exhaustive research and analysis based on a wide variety of factual inputs, which largely include interviews with industry participants, reliable statistics, and regional intelligence. The in-house industry experts play an instrumental role in designing analytic tools and models, tailored to the requirements of a particular industry segment. The primary research efforts include reaching out participants through mail, tele-conversations, referrals, professional networks, and face-to-face interactions.

They are also in professional corporate relations with various companies that allow them greater flexibility for reaching out to industry participants and commentators for interviews and discussions.

They also refer to a broad array of industry sources for their secondary research, which typically include; however, not limited to:

  • Company SEC filings, annual reports, company websites, broker & financial reports, and investor presentations for competitive scenario and shape of the industry
  • Scientific and technical writings for product information and related preemptions
  • Regional government and statistical databases for macro analysis
  • Authentic news articles and other related releases for market evaluation
  • Internal and external proprietary databases, key market indicators, and relevant press releases for market estimates and forecast

Furthermore, the accuracy of the data will be analyzed and validated by conducting additional primaries with various industry experts and KOLs. They also provide robust post-sales support to clients.

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