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Global Cognitive Analytics Market Research Report 2022

Published on: Jul 2022 | From USD $2900 | Published By: QY RESEARCH | Number Of Pages: 104

Cognitive Analytics market is segmented by players, region (country), by Type and by Application. Players, stakeholders, and other participants in the global Cognitive Analytics market will be able to gain the upper hand as they use the report as a powerful resource. The segmental analysis focuses on revenue and forecast by Type and by Application for the period 2017-2028.
Segment by Type
Managed services
Professional services
Consulting services
Deployment and integration
Support and maintenance
Segment by Application
Asset Maintenance
Fraud and Risk Management
Customer Analysis and Personalization
Sales and Marketing Management
Supply Chain Management
Others
By Region
North America
United States
Canada
Europe
Germany
France
UK
Italy
Russia
Nordic Countries
Rest of Europe
Asia-Pacific
China
Japan
South Korea
Southeast Asia
India
Australia
Rest of Asia
Latin America
Mexico
Brazil
Rest of Latin America
Middle East & Africa
Turkey
Saudi Arabia
UAE
Rest of MEA
By Company
IBM
Amazon Web Services (AWS)
Google
Microsoft
Oracle
SAS Institute
Intel
Cisco Systems
Nokia
HPE
Nuance Communications
Ipsoft
Narrative Science
Sinequa
Persado

1 Report Overview
1.1 Study Scope
1.2 Market Analysis by Type
1.2.1 Global Cognitive Analytics Market Size Growth Rate by Type: 2017 VS 2021 VS 2028
1.2.2 Managed services
1.2.3 Professional services
1.2.4 Consulting services
1.2.5 Deployment and integration
1.2.6 Support and maintenance
1.3 Market by Application
1.3.1 Global Cognitive Analytics Market Share by Application: 2017 VS 2021 VS 2028
1.3.2 Asset Maintenance
1.3.3 Fraud and Risk Management
1.3.4 Customer Analysis and Personalization
1.3.5 Sales and Marketing Management
1.3.6 Supply Chain Management
1.3.7 Others
1.4 Study Objectives
1.5 Years Considered
2 Global Growth Trends
2.1 Global Cognitive Analytics Market Perspective (2017-2028)
2.2 Cognitive Analytics Growth Trends by Region
2.2.1 Cognitive Analytics Market Size by Region: 2017 VS 2021 VS 2028
2.2.2 Cognitive Analytics Historic Market Size by Region (2017-2022)
2.2.3 Cognitive Analytics Forecasted Market Size by Region (2023-2028)
2.3 Cognitive Analytics Market Dynamics
2.3.1 Cognitive Analytics Industry Trends
2.3.2 Cognitive Analytics Market Drivers
2.3.3 Cognitive Analytics Market Challenges
2.3.4 Cognitive Analytics Market Restraints
3 Competition Landscape by Key Players
3.1 Global Top Cognitive Analytics Players by Revenue
3.1.1 Global Top Cognitive Analytics Players by Revenue (2017-2022)
3.1.2 Global Cognitive Analytics Revenue Market Share by Players (2017-2022)
3.2 Global Cognitive Analytics Market Share by Company Type (Tier 1, Tier 2, and Tier 3)
3.3 Players Covered: Ranking by Cognitive Analytics Revenue
3.4 Global Cognitive Analytics Market Concentration Ratio
3.4.1 Global Cognitive Analytics Market Concentration Ratio (CR5 and HHI)
3.4.2 Global Top 10 and Top 5 Companies by Cognitive Analytics Revenue in 2021
3.5 Cognitive Analytics Key Players Head office and Area Served
3.6 Key Players Cognitive Analytics Product Solution and Service
3.7 Date of Enter into Cognitive Analytics Market
3.8 Mergers & Acquisitions, Expansion Plans
4 Cognitive Analytics Breakdown Data by Type
4.1 Global Cognitive Analytics Historic Market Size by Type (2017-2022)
4.2 Global Cognitive Analytics Forecasted Market Size by Type (2023-2028)
5 Cognitive Analytics Breakdown Data by Application
5.1 Global Cognitive Analytics Historic Market Size by Application (2017-2022)
5.2 Global Cognitive Analytics Forecasted Market Size by Application (2023-2028)
6 North America
6.1 North America Cognitive Analytics Market Size (2017-2028)
6.2 North America Cognitive Analytics Market Size by Country (2017-2022)
6.3 North America Cognitive Analytics Market Size by Country (2023-2028)
6.4 United States
6.5 Canada
7 Europe
7.1 Europe Cognitive Analytics Market Size (2017-2028)
7.2 Europe Cognitive Analytics Market Size by Country (2017-2022)
7.3 Europe Cognitive Analytics Market Size by Country (2023-2028)
7.4 Germany
7.5 France
7.6 U.K.
7.7 Italy
7.8 Russia
7.9 Nordic Countries
8 Asia-Pacific
8.1 Asia-Pacific Cognitive Analytics Market Size (2017-2028)
8.2 Asia-Pacific Cognitive Analytics Market Size by Country (2017-2022)
8.3 Asia-Pacific Cognitive Analytics Market Size by Country (2023-2028)
8.4 China
8.5 Japan
8.6 South Korea
8.7 Southeast Asia
8.8 India
8.9 Australia
9 Latin America
9.1 Latin America Cognitive Analytics Market Size (2017-2028)
9.2 Latin America Cognitive Analytics Market Size by Country (2017-2022)
9.3 Latin America Cognitive Analytics Market Size by Country (2023-2028)
9.4 Mexico
9.5 Brazil
10 Middle East & Africa
10.1 Middle East & Africa Cognitive Analytics Market Size (2017-2028)
10.2 Middle East & Africa Cognitive Analytics Market Size by Country (2017-2022)
10.3 Middle East & Africa Cognitive Analytics Market Size by Country (2023-2028)
10.4 Turkey
10.5 Saudi Arabia
10.6 UAE
11 Key Players Profiles
11.1 IBM
11.1.1 IBM Company Detail
11.1.2 IBM Business Overview
11.1.3 IBM Cognitive Analytics Introduction
11.1.4 IBM Revenue in Cognitive Analytics Business (2017-2022)
11.1.5 IBM Recent Development
11.2 Amazon Web Services (AWS)
11.2.1 Amazon Web Services (AWS) Company Detail
11.2.2 Amazon Web Services (AWS) Business Overview
11.2.3 Amazon Web Services (AWS) Cognitive Analytics Introduction
11.2.4 Amazon Web Services (AWS) Revenue in Cognitive Analytics Business (2017-2022)
11.2.5 Amazon Web Services (AWS) Recent Development
11.3 Google
11.3.1 Google Company Detail
11.3.2 Google Business Overview
11.3.3 Google Cognitive Analytics Introduction
11.3.4 Google Revenue in Cognitive Analytics Business (2017-2022)
11.3.5 Google Recent Development
11.4 Microsoft
11.4.1 Microsoft Company Detail
11.4.2 Microsoft Business Overview
11.4.3 Microsoft Cognitive Analytics Introduction
11.4.4 Microsoft Revenue in Cognitive Analytics Business (2017-2022)
11.4.5 Microsoft Recent Development
11.5 Oracle
11.5.1 Oracle Company Detail
11.5.2 Oracle Business Overview
11.5.3 Oracle Cognitive Analytics Introduction
11.5.4 Oracle Revenue in Cognitive Analytics Business (2017-2022)
11.5.5 Oracle Recent Development
11.6 SAS Institute
11.6.1 SAS Institute Company Detail
11.6.2 SAS Institute Business Overview
11.6.3 SAS Institute Cognitive Analytics Introduction
11.6.4 SAS Institute Revenue in Cognitive Analytics Business (2017-2022)
11.6.5 SAS Institute Recent Development
11.7 Intel
11.7.1 Intel Company Detail
11.7.2 Intel Business Overview
11.7.3 Intel Cognitive Analytics Introduction
11.7.4 Intel Revenue in Cognitive Analytics Business (2017-2022)
11.7.5 Intel Recent Development
11.8 Cisco Systems
11.8.1 Cisco Systems Company Detail
11.8.2 Cisco Systems Business Overview
11.8.3 Cisco Systems Cognitive Analytics Introduction
11.8.4 Cisco Systems Revenue in Cognitive Analytics Business (2017-2022)
11.8.5 Cisco Systems Recent Development
11.9 Nokia
11.9.1 Nokia Company Detail
11.9.2 Nokia Business Overview
11.9.3 Nokia Cognitive Analytics Introduction
11.9.4 Nokia Revenue in Cognitive Analytics Business (2017-2022)
11.9.5 Nokia Recent Development
11.10 HPE
11.10.1 HPE Company Detail
11.10.2 HPE Business Overview
11.10.3 HPE Cognitive Analytics Introduction
11.10.4 HPE Revenue in Cognitive Analytics Business (2017-2022)
11.10.5 HPE Recent Development
11.11 Nuance Communications
11.11.1 Nuance Communications Company Detail
11.11.2 Nuance Communications Business Overview
11.11.3 Nuance Communications Cognitive Analytics Introduction
11.11.4 Nuance Communications Revenue in Cognitive Analytics Business (2017-2022)
11.11.5 Nuance Communications Recent Development
11.12 Ipsoft
11.12.1 Ipsoft Company Detail
11.12.2 Ipsoft Business Overview
11.12.3 Ipsoft Cognitive Analytics Introduction
11.12.4 Ipsoft Revenue in Cognitive Analytics Business (2017-2022)
11.12.5 Ipsoft Recent Development
11.13 Narrative Science
11.13.1 Narrative Science Company Detail
11.13.2 Narrative Science Business Overview
11.13.3 Narrative Science Cognitive Analytics Introduction
11.13.4 Narrative Science Revenue in Cognitive Analytics Business (2017-2022)
11.13.5 Narrative Science Recent Development
11.14 Sinequa
11.14.1 Sinequa Company Detail
11.14.2 Sinequa Business Overview
11.14.3 Sinequa Cognitive Analytics Introduction
11.14.4 Sinequa Revenue in Cognitive Analytics Business (2017-2022)
11.14.5 Sinequa Recent Development
11.15 Persado
11.15.1 Persado Company Detail
11.15.2 Persado Business Overview
11.15.3 Persado Cognitive Analytics Introduction
11.15.4 Persado Revenue in Cognitive Analytics Business (2017-2022)
11.15.5 Persado Recent Development
12 Analyst's Viewpoints/Conclusions
13 Appendix
13.1 Research Methodology
13.1.1 Methodology/Research Approach
13.1.2 Data Source
13.2 Disclaimer
13.3 Author Details

List of Tables
Table 1. Global Cognitive Analytics Market Size Growth Rate by Type (US$ Million): 2017 VS 2021 VS 2028
Table 2. Key Players of Managed services
Table 3. Key Players of Professional services
Table 4. Key Players of Consulting services
Table 5. Key Players of Deployment and integration
Table 6. Key Players of Support and maintenance
Table 7. Global Cognitive Analytics Market Size Growth by Application (US$ Million): 2017 VS 2021 VS 2028
Table 8. Global Cognitive Analytics Market Size by Region (US$ Million): 2017 VS 2021 VS 2028
Table 9. Global Cognitive Analytics Market Size by Region (2017-2022) & (US$ Million)
Table 10. Global Cognitive Analytics Market Share by Region (2017-2022)
Table 11. Global Cognitive Analytics Forecasted Market Size by Region (2023-2028) & (US$ Million)
Table 12. Global Cognitive Analytics Market Share by Region (2023-2028)
Table 13. Cognitive Analytics Market Trends
Table 14. Cognitive Analytics Market Drivers
Table 15. Cognitive Analytics Market Challenges
Table 16. Cognitive Analytics Market Restraints
Table 17. Global Cognitive Analytics Revenue by Players (2017-2022) & (US$ Million)
Table 18. Global Cognitive Analytics Market Share by Players (2017-2022)
Table 19. Global Top Cognitive Analytics Players by Company Type (Tier 1, Tier 2, and Tier 3) & (based on the Revenue in Cognitive Analytics as of 2021)
Table 20. Ranking of Global Top Cognitive Analytics Companies by Revenue (US$ Million) in 2021
Table 21. Global 5 Largest Players Market Share by Cognitive Analytics Revenue (CR5 and HHI) & (2017-2022)
Table 22. Key Players Headquarters and Area Served
Table 23. Key Players Cognitive Analytics Product Solution and Service
Table 24. Date of Enter into Cognitive Analytics Market
Table 25. Mergers & Acquisitions, Expansion Plans
Table 26. Global Cognitive Analytics Market Size by Type (2017-2022) & (US$ Million)
Table 27. Global Cognitive Analytics Revenue Market Share by Type (2017-2022)
Table 28. Global Cognitive Analytics Forecasted Market Size by Type (2023-2028) & (US$ Million)
Table 29. Global Cognitive Analytics Revenue Market Share by Type (2023-2028)
Table 30. Global Cognitive Analytics Market Size by Application (2017-2022) & (US$ Million)
Table 31. Global Cognitive Analytics Revenue Market Share by Application (2017-2022)
Table 32. Global Cognitive Analytics Forecasted Market Size by Application (2023-2028) & (US$ Million)
Table 33. Global Cognitive Analytics Revenue Market Share by Application (2023-2028)
Table 34. North America Cognitive Analytics Market Size by Country (2017-2022) & (US$ Million)
Table 35. North America Cognitive Analytics Market Size by Country (2023-2028) & (US$ Million)
Table 36. Europe Cognitive Analytics Market Size by Country (2017-2022) & (US$ Million)
Table 37. Europe Cognitive Analytics Market Size by Country (2023-2028) & (US$ Million)
Table 38. Asia-Pacific Cognitive Analytics Market Size by Region (2017-2022) & (US$ Million)
Table 39. Asia-Pacific Cognitive Analytics Market Size by Region (2023-2028) & (US$ Million)
Table 40. Latin America Cognitive Analytics Market Size by Country (2017-2022) & (US$ Million)
Table 41. Latin America Cognitive Analytics Market Size by Country (2023-2028) & (US$ Million)
Table 42. Middle East & Africa Cognitive Analytics Market Size by Country (2017-2022) & (US$ Million)
Table 43. Middle East & Africa Cognitive Analytics Market Size by Country (2023-2028) & (US$ Million)
Table 44. IBM Company Detail
Table 45. IBM Business Overview
Table 46. IBM Cognitive Analytics Product
Table 47. IBM Revenue in Cognitive Analytics Business (2017-2022) & (US$ Million)
Table 48. IBM Recent Development
Table 49. Amazon Web Services (AWS) Company Detail
Table 50. Amazon Web Services (AWS) Business Overview
Table 51. Amazon Web Services (AWS) Cognitive Analytics Product
Table 52. Amazon Web Services (AWS) Revenue in Cognitive Analytics Business (2017-2022) & (US$ Million)
Table 53. Amazon Web Services (AWS) Recent Development
Table 54. Google Company Detail
Table 55. Google Business Overview
Table 56. Google Cognitive Analytics Product
Table 57. Google Revenue in Cognitive Analytics Business (2017-2022) & (US$ Million)
Table 58. Google Recent Development
Table 59. Microsoft Company Detail
Table 60. Microsoft Business Overview
Table 61. Microsoft Cognitive Analytics Product
Table 62. Microsoft Revenue in Cognitive Analytics Business (2017-2022) & (US$ Million)
Table 63. Microsoft Recent Development
Table 64. Oracle Company Detail
Table 65. Oracle Business Overview
Table 66. Oracle Cognitive Analytics Product
Table 67. Oracle Revenue in Cognitive Analytics Business (2017-2022) & (US$ Million)
Table 68. Oracle Recent Development
Table 69. SAS Institute Company Detail
Table 70. SAS Institute Business Overview
Table 71. SAS Institute Cognitive Analytics Product
Table 72. SAS Institute Revenue in Cognitive Analytics Business (2017-2022) & (US$ Million)
Table 73. SAS Institute Recent Development
Table 74. Intel Company Detail
Table 75. Intel Business Overview
Table 76. Intel Cognitive Analytics Product
Table 77. Intel Revenue in Cognitive Analytics Business (2017-2022) & (US$ Million)
Table 78. Intel Recent Development
Table 79. Cisco Systems Company Detail
Table 80. Cisco Systems Business Overview
Table 81. Cisco Systems Cognitive Analytics Product
Table 82. Cisco Systems Revenue in Cognitive Analytics Business (2017-2022) & (US$ Million)
Table 83. Cisco Systems Recent Development
Table 84. Nokia Company Detail
Table 85. Nokia Business Overview
Table 86. Nokia Cognitive Analytics Product
Table 87. Nokia Revenue in Cognitive Analytics Business (2017-2022) & (US$ Million)
Table 88. Nokia Recent Development
Table 89. HPE Company Detail
Table 90. HPE Business Overview
Table 91. HPE Cognitive Analytics Product
Table 92. HPE Revenue in Cognitive Analytics Business (2017-2022) & (US$ Million)
Table 93. HPE Recent Development
Table 94. Nuance Communications Company Detail
Table 95. Nuance Communications Business Overview
Table 96. Nuance Communications Cognitive AnalyticsProduct
Table 97. Nuance Communications Revenue in Cognitive Analytics Business (2017-2022) & (US$ Million)
Table 98. Nuance Communications Recent Development
Table 99. Ipsoft Company Detail
Table 100. Ipsoft Business Overview
Table 101. Ipsoft Cognitive AnalyticsProduct
Table 102. Ipsoft Revenue in Cognitive Analytics Business (2017-2022) & (US$ Million)
Table 103. Ipsoft Recent Development
Table 104. Narrative Science Company Detail
Table 105. Narrative Science Business Overview
Table 106. Narrative Science Cognitive AnalyticsProduct
Table 107. Narrative Science Revenue in Cognitive Analytics Business (2017-2022) & (US$ Million)
Table 108. Narrative Science Recent Development
Table 109. Sinequa Company Detail
Table 110. Sinequa Business Overview
Table 111. Sinequa Cognitive AnalyticsProduct
Table 112. Sinequa Revenue in Cognitive Analytics Business (2017-2022) & (US$ Million)
Table 113. Sinequa Recent Development
Table 114. Persado Company Detail
Table 115. Persado Business Overview
Table 116. Persado Cognitive AnalyticsProduct
Table 117. Persado Revenue in Cognitive Analytics Business (2017-2022) & (US$ Million)
Table 118. Persado Recent Development
Table 119. Research Programs/Design for This Report
Table 120. Key Data Information from Secondary Sources
Table 121. Key Data Information from Primary Sources
List of Figures
Figure 1. Global Cognitive Analytics Market Share by Type: 2021 VS 2028
Figure 2. Managed services Features
Figure 3. Professional services Features
Figure 4. Consulting services Features
Figure 5. Deployment and integration Features
Figure 6. Support and maintenance Features
Figure 7. Global Cognitive Analytics Market Share by Application in 2021 & 2028
Figure 8. Asset Maintenance Case Studies
Figure 9. Fraud and Risk Management Case Studies
Figure 10. Customer Analysis and Personalization Case Studies
Figure 11. Sales and Marketing Management Case Studies
Figure 12. Supply Chain Management Case Studies
Figure 13. Others Case Studies
Figure 14. Cognitive Analytics Report Years Considered
Figure 15. Global Cognitive Analytics Market Size (US$ Million), Year-over-Year: 2017-2028
Figure 16. Global Cognitive Analytics Market Size, (US$ Million), 2017 VS 2021 VS 2028
Figure 17. Global Cognitive Analytics Market Share by Region: 2021 VS 2028
Figure 18. Global Cognitive Analytics Market Share by Players in 2021
Figure 19. Global Top Cognitive Analytics Players by Company Type (Tier 1, Tier 2, and Tier 3) & (based on the Revenue in Cognitive Analytics as of 2021)
Figure 20. The Top 10 and 5 Players Market Share by Cognitive Analytics Revenue in 2021
Figure 21. North America Cognitive Analytics Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 22. North America Cognitive Analytics Market Share by Country (2017-2028)
Figure 23. United States Cognitive Analytics Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 24. Canada Cognitive Analytics Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 25. Europe Cognitive Analytics Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 26. Europe Cognitive Analytics Market Share by Country (2017-2028)
Figure 27. Germany Cognitive Analytics Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 28. France Cognitive Analytics Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 29. U.K. Cognitive Analytics Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 30. Italy Cognitive Analytics Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 31. Russia Cognitive Analytics Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 32. Nordic Countries Cognitive Analytics Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 33. Asia-Pacific Cognitive Analytics Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 34. Asia-Pacific Cognitive Analytics Market Share by Region (2017-2028)
Figure 35. China Cognitive Analytics Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 36. Japan Cognitive Analytics Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 37. South Korea Cognitive Analytics Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 38. Southeast Asia Cognitive Analytics Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 39. India Cognitive Analytics Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 40. Australia Cognitive Analytics Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 41. Latin America Cognitive Analytics Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 42. Latin America Cognitive Analytics Market Share by Country (2017-2028)
Figure 43. Mexico Cognitive Analytics Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 44. Brazil Cognitive Analytics Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 45. Middle East & Africa Cognitive Analytics Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 46. Middle East & Africa Cognitive Analytics Market Share by Country (2017-2028)
Figure 47. Turkey Cognitive Analytics Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 48. Saudi Arabia Cognitive Analytics Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 49. IBM Revenue Growth Rate in Cognitive Analytics Business (2017-2022)
Figure 50. Amazon Web Services (AWS) Revenue Growth Rate in Cognitive Analytics Business (2017-2022)
Figure 51. Google Revenue Growth Rate in Cognitive Analytics Business (2017-2022)
Figure 52. Microsoft Revenue Growth Rate in Cognitive Analytics Business (2017-2022)
Figure 53. Oracle Revenue Growth Rate in Cognitive Analytics Business (2017-2022)
Figure 54. SAS Institute Revenue Growth Rate in Cognitive Analytics Business (2017-2022)
Figure 55. Intel Revenue Growth Rate in Cognitive Analytics Business (2017-2022)
Figure 56. Cisco Systems Revenue Growth Rate in Cognitive Analytics Business (2017-2022)
Figure 57. Nokia Revenue Growth Rate in Cognitive Analytics Business (2017-2022)
Figure 58. HPE Revenue Growth Rate in Cognitive Analytics Business (2017-2022)
Figure 59. Nuance Communications Revenue Growth Rate in Cognitive Analytics Business (2017-2022)
Figure 60. Ipsoft Revenue Growth Rate in Cognitive Analytics Business (2017-2022)
Figure 61. Narrative Science Revenue Growth Rate in Cognitive Analytics Business (2017-2022)
Figure 62. Sinequa Revenue Growth Rate in Cognitive Analytics Business (2017-2022)
Figure 63. Persado Revenue Growth Rate in Cognitive Analytics Business (2017-2022)
Figure 64. Bottom-up and Top-down Approaches for This Report
Figure 65. Data Triangulation
Figure 66. Key Executives Interviewed

SECONDARY RESEARCH
Secondary Research Information is collected from a number of publicly available as well as paid databases. Public sources involve publications by different associations and governments, annual reports and statements of companies, white papers and research publications by recognized industry experts and renowned academia etc. Paid data sources include third party authentic industry databases.

PRIMARY RESEARCH
Once data collection is done through secondary research, primary interviews are conducted with different stakeholders across the value chain like manufacturers, distributors, ingredient/input suppliers, end customers and other key opinion leaders of the industry. Primary research is used both to validate the data points obtained from secondary research and to fill in the data gaps after secondary research.

MARKET ENGINEERING
The market engineering phase involves analyzing the data collected, market breakdown and forecasting. Macroeconomic indicators and bottom-up and top-down approaches are used to arrive at a complete set of data points that give way to valuable qualitative and quantitative insights. Each data point is verified by the process of data triangulation to validate the numbers and arrive at close estimates.

EXPERT VALIDATION
The market engineered data is verified and validated by a number of experts, both in-house and external.

REPORT WRITING/ PRESENTATION
After the data is curated by the mentioned highly sophisticated process, the analysts begin to write the report. Garnering insights from data and forecasts, insights are drawn to visualize the entire ecosystem in a single report.

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