Global Artificial Intelligence Supply, Demand and Key Producers, 2024-2030
Page: 93
Published Date: 21 Feb 2024
Category: New Technology
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- Description
- Table of Contents
- Table of Figures
- Research Methodology
- Companies Mentioned
- Related Reports
- Product Tags
Description
The global Artificial Intelligence market size is expected to reach $ 11550 million by 2030, rising at a market growth of 39.2% CAGR during the forecast period (2024-2030).
Global Artificial Intelligence key players include IBM, Intel, Nuance Communications, IFLYTEK, Microsoft, etc. Global top five manufacturers hold a share over 55%.
North America is the largest market, with a share over 40%, followed by Europe and China, both have a share over 35 percent.
In terms of product, Customer Analytics is the largest segment, with a share about 90%. And in terms of application, the largest application is Customer Analytics, followed by Network Security.
There are a number of different Artificial Intelligence technologies that may be useful in telecoms.
These include:
Self-optimising networks (SON), where the network’s goals and limits are set by designers, and the network’s control software works within those boundaries to make the network as efficient as possible;
Deep neural networks may enable machines perform human like tasks, allowing them to help digitalizing the business and providing better customer engagement;
Software defined networks (SDN) and Network Function Virtualisation (NFV) will increase the diversity of possible traffic through the network. Both services and bundles will be able to become more sophisticated, with customers even able to interact with the services behind the network.
This report studies the global Artificial Intelligence demand, key companies, and key regions.
This report is a detailed and comprehensive analysis of the world market for Artificial Intelligence, and provides market size (US$ million) and Year-over-Year (YoY) growth, considering 2023 as the base year. This report explores demand trends and competition, as well as details the characteristics of Artificial Intelligence that contribute to its increasing demand across many markets.
Highlights and key features of the study
Global Artificial Intelligence total market, 2019-2030, (USD Million)
Global Artificial Intelligence total market by region & country, CAGR, 2019-2030, (USD Million)
U.S. VS China: Artificial Intelligence total market, key domestic companies and share, (USD Million)
Global Artificial Intelligence revenue by player and market share 2019-2024, (USD Million)
Global Artificial Intelligence total market by Type, CAGR, 2019-2030, (USD Million)
Global Artificial Intelligence total market by Application, CAGR, 2019-2030, (USD Million).
This reports profiles major players in the global Artificial Intelligence market based on the following parameters – company overview, revenue, gross margin, product portfolio, geographical presence, and key developments. Key companies covered as a part of this study include IBM, Intel, Nuance Communications, IFLYTEK, Microsoft, Salesforce, ZTE Corporation, Infosys Limited and H2O.ai, etc.
This report also provides key insights about market drivers, restraints, opportunities, new product launches or approvals.
Stakeholders would have ease in decision-making through various strategy matrices used in analyzing the World Artificial Intelligence market.
Detailed Segmentation:
Each section contains quantitative market data including market by value (US$ Millions), by player, by regions, by Type, and by Application. Data is given for the years 2019-2030 by year with 2023 as the base year, 2024 as the estimate year, and 2025-2030 as the forecast year.
Global Artificial Intelligence Market, By Region:
United States
China
Europe
Japan
South Korea
ASEAN
India
Rest of World
Global Artificial Intelligence Market, Segmentation by Type
Customer Analytics
Network Security
Network Optimization
Others
Global Artificial Intelligence Market, Segmentation by Application
Network Optimization
Network Security
Customer Analytics
Others
Companies Profiled:
IBM
Intel
Nuance Communications
IFLYTEK
Microsoft
Salesforce
ZTE Corporation
Infosys Limited
H2O.ai
Key Questions Answered
1. How big is the global Artificial Intelligence market?
2. What is the demand of the global Artificial Intelligence market?
3. What is the year over year growth of the global Artificial Intelligence market?
4. What is the total value of the global Artificial Intelligence market?
5. Who are the major players in the global Artificial Intelligence market?
Table of Contents
1 Supply Summary
1.1 Artificial Intelligence Introduction
1.2 World Artificial Intelligence Market Size & Forecast (2019 & 2023 & 2030)
1.3 World Artificial Intelligence Total Market by Region (by Headquarter Location)
1.3.1 World Artificial Intelligence Market Size by Region (2019-2030), (by Headquarter Location)
1.3.2 United States Artificial Intelligence Market Size (2019-2030)
1.3.3 China Artificial Intelligence Market Size (2019-2030)
1.3.4 Europe Artificial Intelligence Market Size (2019-2030)
1.3.5 Japan Artificial Intelligence Market Size (2019-2030)
1.3.6 South Korea Artificial Intelligence Market Size (2019-2030)
1.3.7 ASEAN Artificial Intelligence Market Size (2019-2030)
1.3.8 India Artificial Intelligence Market Size (2019-2030)
1.4 Market Drivers, Restraints and Trends
1.4.1 Artificial Intelligence Market Drivers
1.4.2 Factors Affecting Demand
1.4.3 Artificial Intelligence Major Market Trends
2 Demand Summary
2.1 World Artificial Intelligence Consumption Value (2019-2030)
2.2 World Artificial Intelligence Consumption Value by Region
2.2.1 World Artificial Intelligence Consumption Value by Region (2019-2024)
2.2.2 World Artificial Intelligence Consumption Value Forecast by Region (2025-2030)
2.3 United States Artificial Intelligence Consumption Value (2019-2030)
2.4 China Artificial Intelligence Consumption Value (2019-2030)
2.5 Europe Artificial Intelligence Consumption Value (2019-2030)
2.6 Japan Artificial Intelligence Consumption Value (2019-2030)
2.7 South Korea Artificial Intelligence Consumption Value (2019-2030)
2.8 ASEAN Artificial Intelligence Consumption Value (2019-2030)
2.9 India Artificial Intelligence Consumption Value (2019-2030)
3 World Artificial Intelligence Companies Competitive Analysis
3.1 World Artificial Intelligence Revenue by Player (2019-2024)
3.2 Industry Rank and Concentration Rate (CR)
3.2.1 Global Artificial Intelligence Industry Rank of Major Players
3.2.2 Global Concentration Ratios (CR4) for Artificial Intelligence in 2023
3.2.3 Global Concentration Ratios (CR8) for Artificial Intelligence in 2023
3.3 Artificial Intelligence Company Evaluation Quadrant
3.4 Artificial Intelligence Market: Overall Company Footprint Analysis
3.4.1 Artificial Intelligence Market: Region Footprint
3.4.2 Artificial Intelligence Market: Company Product Type Footprint
3.4.3 Artificial Intelligence Market: Company Product Application Footprint
3.5 Competitive Environment
3.5.1 Historical Structure of the Industry
3.5.2 Barriers of Market Entry
3.5.3 Factors of Competition
3.6 Mergers, Acquisitions Activity
4 United States VS China VS Rest of the World (by Headquarter Location)
4.1 United States VS China: Artificial Intelligence Revenue Comparison (by Headquarter Location)
4.1.1 United States VS China: Artificial Intelligence Market Size Comparison (2019 & 2023 & 2030) (by Headquarter Location)
4.1.2 United States VS China: Artificial Intelligence Revenue Market Share Comparison (2019 & 2023 & 2030)
4.2 United States Based Companies VS China Based Companies: Artificial Intelligence Consumption Value Comparison
4.2.1 United States VS China: Artificial Intelligence Consumption Value Comparison (2019 & 2023 & 2030)
4.2.2 United States VS China: Artificial Intelligence Consumption Value Market Share Comparison (2019 & 2023 & 2030)
4.3 United States Based Artificial Intelligence Companies and Market Share, 2019-2024
4.3.1 United States Based Artificial Intelligence Companies, Headquarters (States, Country)
4.3.2 United States Based Companies Artificial Intelligence Revenue, (2019-2024)
4.4 China Based Companies Artificial Intelligence Revenue and Market Share, 2019-2024
4.4.1 China Based Artificial Intelligence Companies, Company Headquarters (Province, Country)
4.4.2 China Based Companies Artificial Intelligence Revenue, (2019-2024)
4.5 Rest of World Based Artificial Intelligence Companies and Market Share, 2019-2024
4.5.1 Rest of World Based Artificial Intelligence Companies, Headquarters (States, Country)
4.5.2 Rest of World Based Companies Artificial Intelligence Revenue, (2019-2024)
5 Market Analysis by Type
5.1 World Artificial Intelligence Market Size Overview by Type: 2019 VS 2023 VS 2030
5.2 Segment Introduction by Type
5.2.1 Customer Analytics
5.2.2 Network Security
5.2.3 Network Optimization
5.2.4 Others
5.3 Market Segment by Type
5.3.1 World Artificial Intelligence Market Size by Type (2019-2024)
5.3.2 World Artificial Intelligence Market Size by Type (2025-2030)
5.3.3 World Artificial Intelligence Market Size Market Share by Type (2019-2030)
6 Market Analysis by Application
6.1 World Artificial Intelligence Market Size Overview by Application: 2019 VS 2023 VS 2030
6.2 Segment Introduction by Application
6.2.1 Network Optimization
6.2.2 Network Security
6.2.3 Customer Analytics
6.2.4 Others
6.2.5 Others
6.3 Market Segment by Application
6.3.1 World Artificial Intelligence Market Size by Application (2019-2024)
6.3.2 World Artificial Intelligence Market Size by Application (2025-2030)
6.3.3 World Artificial Intelligence Market Size by Application (2019-2030)
7 Company Profiles
7.1 IBM
7.1.1 IBM Details
7.1.2 IBM Major Business
7.1.3 IBM Artificial Intelligence Product and Services
7.1.4 IBM Artificial Intelligence Revenue, Gross Margin and Market Share (2019-2024)
7.1.5 IBM Recent Developments/Updates
7.1.6 IBM Competitive Strengths & Weaknesses
7.2 Intel
7.2.1 Intel Details
7.2.2 Intel Major Business
7.2.3 Intel Artificial Intelligence Product and Services
7.2.4 Intel Artificial Intelligence Revenue, Gross Margin and Market Share (2019-2024)
7.2.5 Intel Recent Developments/Updates
7.2.6 Intel Competitive Strengths & Weaknesses
7.3 Nuance Communications
7.3.1 Nuance Communications Details
7.3.2 Nuance Communications Major Business
7.3.3 Nuance Communications Artificial Intelligence Product and Services
7.3.4 Nuance Communications Artificial Intelligence Revenue, Gross Margin and Market Share (2019-2024)
7.3.5 Nuance Communications Recent Developments/Updates
7.3.6 Nuance Communications Competitive Strengths & Weaknesses
7.4 IFLYTEK
7.4.1 IFLYTEK Details
7.4.2 IFLYTEK Major Business
7.4.3 IFLYTEK Artificial Intelligence Product and Services
7.4.4 IFLYTEK Artificial Intelligence Revenue, Gross Margin and Market Share (2019-2024)
7.4.5 IFLYTEK Recent Developments/Updates
7.4.6 IFLYTEK Competitive Strengths & Weaknesses
7.5 Microsoft
7.5.1 Microsoft Details
7.5.2 Microsoft Major Business
7.5.3 Microsoft Artificial Intelligence Product and Services
7.5.4 Microsoft Artificial Intelligence Revenue, Gross Margin and Market Share (2019-2024)
7.5.5 Microsoft Recent Developments/Updates
7.5.6 Microsoft Competitive Strengths & Weaknesses
7.6 Salesforce
7.6.1 Salesforce Details
7.6.2 Salesforce Major Business
7.6.3 Salesforce Artificial Intelligence Product and Services
7.6.4 Salesforce Artificial Intelligence Revenue, Gross Margin and Market Share (2019-2024)
7.6.5 Salesforce Recent Developments/Updates
7.6.6 Salesforce Competitive Strengths & Weaknesses
7.7 ZTE Corporation
7.7.1 ZTE Corporation Details
7.7.2 ZTE Corporation Major Business
7.7.3 ZTE Corporation Artificial Intelligence Product and Services
7.7.4 ZTE Corporation Artificial Intelligence Revenue, Gross Margin and Market Share (2019-2024)
7.7.5 ZTE Corporation Recent Developments/Updates
7.7.6 ZTE Corporation Competitive Strengths & Weaknesses
7.8 Infosys Limited
7.8.1 Infosys Limited Details
7.8.2 Infosys Limited Major Business
7.8.3 Infosys Limited Artificial Intelligence Product and Services
7.8.4 Infosys Limited Artificial Intelligence Revenue, Gross Margin and Market Share (2019-2024)
7.8.5 Infosys Limited Recent Developments/Updates
7.8.6 Infosys Limited Competitive Strengths & Weaknesses
7.9 H2O.ai
7.9.1 H2O.ai Details
7.9.2 H2O.ai Major Business
7.9.3 H2O.ai Artificial Intelligence Product and Services
7.9.4 H2O.ai Artificial Intelligence Revenue, Gross Margin and Market Share (2019-2024)
7.9.5 H2O.ai Recent Developments/Updates
7.9.6 H2O.ai Competitive Strengths & Weaknesses
8 Industry Chain Analysis
8.1 Artificial Intelligence Industry Chain
8.2 Artificial Intelligence Upstream Analysis
8.3 Artificial Intelligence Midstream Analysis
8.4 Artificial Intelligence Downstream Analysis
9 Research Findings and Conclusion
10 Appendix
10.1 Methodology
10.2 Research Process and Data Source
10.3 Disclaimer
Table of Figures
List of Tables
Table 1. World Artificial Intelligence Revenue by Region (2019, 2023 and 2030) & (USD Million), (by Headquarter Location)
Table 2. World Artificial Intelligence Revenue by Region (2019-2024) & (USD Million), (by Headquarter Location)
Table 3. World Artificial Intelligence Revenue by Region (2025-2030) & (USD Million), (by Headquarter Location)
Table 4. World Artificial Intelligence Revenue Market Share by Region (2019-2024), (by Headquarter Location)
Table 5. World Artificial Intelligence Revenue Market Share by Region (2025-2030), (by Headquarter Location)
Table 6. Major Market Trends
Table 7. World Artificial Intelligence Consumption Value Growth Rate Forecast by Region (2019 & 2023 & 2030) & (USD Million)
Table 8. World Artificial Intelligence Consumption Value by Region (2019-2024) & (USD Million)
Table 9. World Artificial Intelligence Consumption Value Forecast by Region (2025-2030) & (USD Million)
Table 10. World Artificial Intelligence Revenue by Player (2019-2024) & (USD Million)
Table 11. Revenue Market Share of Key Artificial Intelligence Players in 2023
Table 12. World Artificial Intelligence Industry Rank of Major Player, Based on Revenue in 2023
Table 13. Global Artificial Intelligence Company Evaluation Quadrant
Table 14. Head Office of Key Artificial Intelligence Player
Table 15. Artificial Intelligence Market: Company Product Type Footprint
Table 16. Artificial Intelligence Market: Company Product Application Footprint
Table 17. Artificial Intelligence Mergers & Acquisitions Activity
Table 18. United States VS China Artificial Intelligence Market Size Comparison, (2019 & 2023 & 2030) & (USD Million)
Table 19. United States VS China Artificial Intelligence Consumption Value Comparison, (2019 & 2023 & 2030) & (USD Million)
Table 20. United States Based Artificial Intelligence Companies, Headquarters (States, Country)
Table 21. United States Based Companies Artificial Intelligence Revenue, (2019-2024) & (USD Million)
Table 22. United States Based Companies Artificial Intelligence Revenue Market Share (2019-2024)
Table 23. China Based Artificial Intelligence Companies, Headquarters (Province, Country)
Table 24. China Based Companies Artificial Intelligence Revenue, (2019-2024) & (USD Million)
Table 25. China Based Companies Artificial Intelligence Revenue Market Share (2019-2024)
Table 26. Rest of World Based Artificial Intelligence Companies, Headquarters (States, Country)
Table 27. Rest of World Based Companies Artificial Intelligence Revenue, (2019-2024) & (USD Million)
Table 28. Rest of World Based Companies Artificial Intelligence Revenue Market Share (2019-2024)
Table 29. World Artificial Intelligence Market Size by Type, (USD Million), 2019 & 2023 & 2030
Table 30. World Artificial Intelligence Market Size by Type (2019-2024) & (USD Million)
Table 31. World Artificial Intelligence Market Size by Type (2025-2030) & (USD Million)
Table 32. World Artificial Intelligence Market Size by Application, (USD Million), 2019 & 2023 & 2030
Table 33. World Artificial Intelligence Market Size by Application (2019-2024) & (USD Million)
Table 34. World Artificial Intelligence Market Size by Application (2025-2030) & (USD Million)
Table 35. IBM Basic Information, Area Served and Competitors
Table 36. IBM Major Business
Table 37. IBM Artificial Intelligence Product and Services
Table 38. IBM Artificial Intelligence Revenue, Gross Margin and Market Share (2019-2024) & (USD Million)
Table 39. IBM Recent Developments/Updates
Table 40. IBM Competitive Strengths & Weaknesses
Table 41. Intel Basic Information, Area Served and Competitors
Table 42. Intel Major Business
Table 43. Intel Artificial Intelligence Product and Services
Table 44. Intel Artificial Intelligence Revenue, Gross Margin and Market Share (2019-2024) & (USD Million)
Table 45. Intel Recent Developments/Updates
Table 46. Intel Competitive Strengths & Weaknesses
Table 47. Nuance Communications Basic Information, Area Served and Competitors
Table 48. Nuance Communications Major Business
Table 49. Nuance Communications Artificial Intelligence Product and Services
Table 50. Nuance Communications Artificial Intelligence Revenue, Gross Margin and Market Share (2019-2024) & (USD Million)
Table 51. Nuance Communications Recent Developments/Updates
Table 52. Nuance Communications Competitive Strengths & Weaknesses
Table 53. IFLYTEK Basic Information, Area Served and Competitors
Table 54. IFLYTEK Major Business
Table 55. IFLYTEK Artificial Intelligence Product and Services
Table 56. IFLYTEK Artificial Intelligence Revenue, Gross Margin and Market Share (2019-2024) & (USD Million)
Table 57. IFLYTEK Recent Developments/Updates
Table 58. IFLYTEK Competitive Strengths & Weaknesses
Table 59. Microsoft Basic Information, Area Served and Competitors
Table 60. Microsoft Major Business
Table 61. Microsoft Artificial Intelligence Product and Services
Table 62. Microsoft Artificial Intelligence Revenue, Gross Margin and Market Share (2019-2024) & (USD Million)
Table 63. Microsoft Recent Developments/Updates
Table 64. Microsoft Competitive Strengths & Weaknesses
Table 65. Salesforce Basic Information, Area Served and Competitors
Table 66. Salesforce Major Business
Table 67. Salesforce Artificial Intelligence Product and Services
Table 68. Salesforce Artificial Intelligence Revenue, Gross Margin and Market Share (2019-2024) & (USD Million)
Table 69. Salesforce Recent Developments/Updates
Table 70. Salesforce Competitive Strengths & Weaknesses
Table 71. ZTE Corporation Basic Information, Area Served and Competitors
Table 72. ZTE Corporation Major Business
Table 73. ZTE Corporation Artificial Intelligence Product and Services
Table 74. ZTE Corporation Artificial Intelligence Revenue, Gross Margin and Market Share (2019-2024) & (USD Million)
Table 75. ZTE Corporation Recent Developments/Updates
Table 76. ZTE Corporation Competitive Strengths & Weaknesses
Table 77. Infosys Limited Basic Information, Area Served and Competitors
Table 78. Infosys Limited Major Business
Table 79. Infosys Limited Artificial Intelligence Product and Services
Table 80. Infosys Limited Artificial Intelligence Revenue, Gross Margin and Market Share (2019-2024) & (USD Million)
Table 81. Infosys Limited Recent Developments/Updates
Table 82. H2O.ai Basic Information, Area Served and Competitors
Table 83. H2O.ai Major Business
Table 84. H2O.ai Artificial Intelligence Product and Services
Table 85. H2O.ai Artificial Intelligence Revenue, Gross Margin and Market Share (2019-2024) & (USD Million)
Table 86. Global Key Players of Artificial Intelligence Upstream (Raw Materials)
Table 87. Artificial Intelligence Typical Customers
List of Figure
Figure 1. Artificial Intelligence Picture
Figure 2. World Artificial Intelligence Total Market Size: 2019 & 2023 & 2030, (USD Million)
Figure 3. World Artificial Intelligence Total Market Size (2019-2030) & (USD Million)
Figure 4. World Artificial Intelligence Revenue Market Share by Region (2019, 2023 and 2030) & (USD Million) , (by Headquarter Location)
Figure 5. World Artificial Intelligence Revenue Market Share by Region (2019-2030), (by Headquarter Location)
Figure 6. United States Based Company Artificial Intelligence Revenue (2019-2030) & (USD Million)
Figure 7. China Based Company Artificial Intelligence Revenue (2019-2030) & (USD Million)
Figure 8. Europe Based Company Artificial Intelligence Revenue (2019-2030) & (USD Million)
Figure 9. Japan Based Company Artificial Intelligence Revenue (2019-2030) & (USD Million)
Figure 10. South Korea Based Company Artificial Intelligence Revenue (2019-2030) & (USD Million)
Figure 11. ASEAN Based Company Artificial Intelligence Revenue (2019-2030) & (USD Million)
Figure 12. India Based Company Artificial Intelligence Revenue (2019-2030) & (USD Million)
Figure 13. Artificial Intelligence Market Drivers
Figure 14. Factors Affecting Demand
Figure 15. World Artificial Intelligence Consumption Value (2019-2030) & (USD Million)
Figure 16. World Artificial Intelligence Consumption Value Market Share by Region (2019-2030)
Figure 17. United States Artificial Intelligence Consumption Value (2019-2030) & (USD Million)
Figure 18. China Artificial Intelligence Consumption Value (2019-2030) & (USD Million)
Figure 19. Europe Artificial Intelligence Consumption Value (2019-2030) & (USD Million)
Figure 20. Japan Artificial Intelligence Consumption Value (2019-2030) & (USD Million)
Figure 21. South Korea Artificial Intelligence Consumption Value (2019-2030) & (USD Million)
Figure 22. ASEAN Artificial Intelligence Consumption Value (2019-2030) & (USD Million)
Figure 23. India Artificial Intelligence Consumption Value (2019-2030) & (USD Million)
Figure 24. Producer Shipments of Artificial Intelligence by Player Revenue ($MM) and Market Share (%): 2023
Figure 25. Global Four-firm Concentration Ratios (CR4) for Artificial Intelligence Markets in 2023
Figure 26. Global Four-firm Concentration Ratios (CR8) for Artificial Intelligence Markets in 2023
Figure 27. United States VS China: Artificial Intelligence Revenue Market Share Comparison (2019 & 2023 & 2030)
Figure 28. United States VS China: Artificial Intelligence Consumption Value Market Share Comparison (2019 & 2023 & 2030)
Figure 29. World Artificial Intelligence Market Size by Type, (USD Million), 2019 & 2023 & 2030
Figure 30. World Artificial Intelligence Market Size Market Share by Type in 2023
Figure 31. Customer Analytics
Figure 32. Network Security
Figure 33. Network Optimization
Figure 34. Others
Figure 35. World Artificial Intelligence Market Size Market Share by Type (2019-2030)
Figure 36. World Artificial Intelligence Market Size by Application, (USD Million), 2019 & 2023 & 2030
Figure 37. World Artificial Intelligence Market Size Market Share by Application in 2023
Figure 38. Network Optimization
Figure 39. Network Security
Figure 40. Customer Analytics
Figure 41. Others
Figure 42. Artificial Intelligence Industrial Chain
Figure 43. Methodology
Figure 44. Research Process and Data Source
Research Methodology
Client Requirements
Review and analyze client requirements
Discussion of all the project requirements and queries
Flexibility Check
Project Feasibility Analysis
Finalizing tentative research programme
Structuring project proposal with scope, timeline, and costs
Analyzing Market Dynamics
Determination of key drivers, restraints, challenge, and opportunity
Identifies market needs and trends
Market Size Estimation & Forecast
Estimation of historical data based on secondary and primary data
Anticipating market recast by assigning weightage to market forces (drivers, restraints, opportunities)
Freezing historical and forecast market size estimations based on evolution, trends, outlook, and strategies
Consideration of geography, region-specific product/service demand for region segments
Consideration of product utilization rates, product demand outlook for segments by application or end-user.
Data Source
Secondary Source
Data collections from annual reports, presentations,associations, journals, analyst reports,
paid database, press releases, blogs, newsletters,and GIR repositories.
Primary Source
Research discussion with manufacturers, distributors, suppliers, end user, industry experts
to verify insights.
Validation
and
triangulation of
secondary and primary source.
Collection of data
Cumulating and collating the essential qualitative and quantitative data
Generation of report in client requested format by research analysts
Reviews by expert analysts
Final quality check
Clarifying queries
Receiving feedback
Ensuring satisfaction
01 Identification of data
This step involves identification of several primary and secondary data research sources, including Global Info Research's internal data sources. The primary sources consist of in-depth discussions and interviews with policy makers, industry experts, and data evaluators, whereas secondary sources include a thorough study of market journals, press releases, annual reports, and government and non-government agencies websites.
02 Evaluation of Market Dynamic
This phase includes a detailed evaluation of several factors that are likely to affect the market dynamics. It involves a comprehensive assessment of major market pain points, drivers, and trends. It also comprises a detailed study of research plans and methodology.
03 Collection of Data
This process consists of gathering data, accessing proprietary databases, and reaching out to key industry participants that operate in the market across the value chain. It also involves studying several patterns in the historical data and comparing it with the current scenario.
04 Collaboration of Data
This stage involves the validation of data and arrival at actual statistics, and evolution of the market over the years. It entails the study and analyzes various segments and verticals of the market. An impact analysis is also performed to observe which factors will affect the market in the next few years.
05 Verification and Analysis
This is the final stage, which involves both quantity and quality checks. Although the process of data verification is an integral part of the research process, all data points and statistics and figures are re-checked to uphold their authenticity and validity.
Companies Mentioned
IBM Intel Nuance Communications IFLYTEK Microsoft Salesforce ZTE Corporation Infosys Limited H2O.ai
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