Global AI In Telecommunication Market Size, Status And Forecast 2022

1 Report Overview
1.1 Study Scope
1.2 Market Analysis by Type
1.2.1 Global AI In Telecommunication Market Size Growth Rate by Type: 2016 VS 2021 VS 2027
1.2.2 Solutions
1.2.3 Services
1.3 Market by Application
1.3.1 Global AI In Telecommunication Market Share by Application: 2016 VS 2021 VS 2027
1.3.2 Network Optimization
1.3.3 Network Security
1.3.4 Customer analytics
1.3.5 Others
1.4 Study Objectives
1.5 Years Considered

2 Global Growth Trends
2.1 Global AI In Telecommunication Market Perspective (2016-2027)
2.2 AI In Telecommunication Growth Trends by Regions
2.2.1 AI In Telecommunication Market Size by Regions: 2016 VS 2021 VS 2027
2.2.2 AI In Telecommunication Historic Market Share by Regions (2016-2021)
2.2.3 AI In Telecommunication Forecasted Market Size by Regions (2022-2027)
2.3 AI In Telecommunication Industry Dynamic
2.3.1 AI In Telecommunication Market Trends
2.3.2 AI In Telecommunication Market Drivers
2.3.3 AI In Telecommunication Market Challenges
2.3.4 AI In Telecommunication Market Restraints

3 Competition Landscape by Key Players
3.1 Global Top AI In Telecommunication Players by Revenue
3.1.1 Global Top AI In Telecommunication Players by Revenue (2016-2021)
3.1.2 Global AI In Telecommunication Revenue Market Share by Players (2016-2021)
3.2 Global AI In Telecommunication Market Share by Company Type (Tier 1, Tier 2 and Tier 3)
3.3 Players Covered: Ranking by AI In Telecommunication Revenue
3.4 Global AI In Telecommunication Market Concentration Ratio
3.4.1 Global AI In Telecommunication Market Concentration Ratio (CR5 and HHI)
3.4.2 Global Top 10 and Top 5 Companies by AI In Telecommunication Revenue in 2020
3.5 AI In Telecommunication Key Players Head office and Area Served
3.6 Key Players AI In Telecommunication Product Solution and Service
3.7 Date of Enter into AI In Telecommunication Market
3.8 Mergers & Acquisitions, Expansion Plans

4 AI In Telecommunication Breakdown Data by Type
4.1 Global AI In Telecommunication Historic Market Size by Type (2016-2021)
4.2 Global AI In Telecommunication Forecasted Market Size by Type (2022-2027)

5 AI In Telecommunication Breakdown Data by Application
5.1 Global AI In Telecommunication Historic Market Size by Application (2016-2021)
5.2 Global AI In Telecommunication Forecasted Market Size by Application (2022-2027)

6 North America
6.1 North America AI In Telecommunication Market Size (2016-2027)
6.2 North America AI In Telecommunication Market Size by Type
6.2.1 North America AI In Telecommunication Market Size by Type (2016-2021)
6.2.2 North America AI In Telecommunication Market Size by Type (2022-2027)
6.2.3 North America AI In Telecommunication Market Size by Type (2016-2027)
6.3 North America AI In Telecommunication Market Size by Application
6.3.1 North America AI In Telecommunication Market Size by Application (2016-2021)
6.3.2 North America AI In Telecommunication Market Size by Application (2022-2027)
6.3.3 North America AI In Telecommunication Market Size by Application (2016-2027)
6.4 North America AI In Telecommunication Market Size by Country
6.4.1 North America AI In Telecommunication Market Size by Country (2016-2021)
6.4.2 North America AI In Telecommunication Market Size by Country (2022-2027)
6.4.3 United States
6.4.4 Canada

7 Europe
7.1 Europe AI In Telecommunication Market Size (2016-2027)
7.2 Europe AI In Telecommunication Market Size by Type
7.2.1 Europe AI In Telecommunication Market Size by Type (2016-2021)
7.2.2 Europe AI In Telecommunication Market Size by Type (2022-2027)
7.2.3 Europe AI In Telecommunication Market Size by Type (2016-2027)
7.3 Europe AI In Telecommunication Market Size by Application
7.3.1 Europe AI In Telecommunication Market Size by Application (2016-2021)
7.3.2 Europe AI In Telecommunication Market Size by Application (2022-2027)
7.3.3 Europe AI In Telecommunication Market Size by Application (2016-2027)
7.4 Europe AI In Telecommunication Market Size by Country
7.4.1 Europe AI In Telecommunication Market Size by Country (2016-2021)
7.4.2 Europe AI In Telecommunication Market Size by Country (2022-2027)
7.4.3 Germany
7.4.4 France
7.4.5 U.K.
7.4.6 Italy
7.4.7 Russia
7.4.8 Nordic

8 Asia-Pacific
8.1 Asia-Pacific AI In Telecommunication Market Size (2016-2027)
8.2 Asia-Pacific AI In Telecommunication Market Size by Type
8.2.1 Asia-Pacific AI In Telecommunication Market Size by Type (2016-2021)
8.2.2 Asia-Pacific AI In Telecommunication Market Size by Type (2022-2027)
8.2.3 Asia-Pacific AI In Telecommunication Market Size by Type (2016-2027)
8.3 Asia-Pacific AI In Telecommunication Market Size by Application
8.3.1 Asia-Pacific AI In Telecommunication Market Size by Application (2016-2021)
8.3.2 Asia-Pacific AI In Telecommunication Market Size by Application (2022-2027)
8.3.3 Asia-Pacific AI In Telecommunication Market Size by Application (2016-2027)
8.4 Asia-Pacific AI In Telecommunication Market Size by Region
8.4.1 Asia-Pacific AI In Telecommunication Market Size by Region (2016-2021)
8.4.2 Asia-Pacific AI In Telecommunication Market Size by Region (2022-2027)
8.4.3 China
8.4.4 Japan
8.4.5 South Korea
8.4.6 Southeast Asia
8.4.7 India
8.4.8 Australia

9 Latin America
9.1 Latin America AI In Telecommunication Market Size (2016-2027)
9.2 Latin America AI In Telecommunication Market Size by Type
9.2.1 Latin America AI In Telecommunication Market Size by Type (2016-2021)
9.2.2 Latin America AI In Telecommunication Market Size by Type (2022-2027)
9.2.3 Latin America AI In Telecommunication Market Size by Type (2016-2027)
9.3 Latin America AI In Telecommunication Market Size by Application
9.3.1 Latin America AI In Telecommunication Market Size by Application (2016-2021)
9.3.2 Latin America AI In Telecommunication Market Size by Application (2022-2027)
9.3.3 Latin America AI In Telecommunication Market Size by Application (2016-2027)
9.4 Latin America AI In Telecommunication Market Size by Country
9.4.1 Latin America AI In Telecommunication Market Size by Country (2016-2021)
9.4.2 Latin America AI In Telecommunication Market Size by Country (2022-2027)
9.4.3 Mexico
9.4.4 Brazil

10 Middle East & Africa
10.1 Middle East & Africa AI In Telecommunication Market Size (2016-2027)
10.2 Middle East & Africa AI In Telecommunication Market Size by Type
10.2.1 Middle East & Africa AI In Telecommunication Market Size by Type (2016-2021)
10.2.2 Middle East & Africa AI In Telecommunication Market Size by Type (2022-2027)
10.2.3 Middle East & Africa AI In Telecommunication Market Size by Type (2016-2027)
10.3 Middle East & Africa AI In Telecommunication Market Size by Application
10.3.1 Middle East & Africa AI In Telecommunication Market Size by Application (2016-2021)
10.3.2 Middle East & Africa AI In Telecommunication Market Size by Application (2022-2027)
10.3.3 Middle East & Africa AI In Telecommunication Market Size by Application (2016-2027)
10.4 Middle East & Africa AI In Telecommunication Market Size by Country
10.4.1 Middle East & Africa AI In Telecommunication Market Size by Country (2016-2021)
10.4.2 Middle East & Africa AI In Telecommunication Market Size by Country (2022-2027)
10.4.3 Turkey
10.4.4 Saudi Arabia
10.4.5 UAE

11 Key Players Profiles
11.1 IBM
11.1.1 IBM Company Details
11.1.2 IBM Business Overview
11.1.3 IBM AI In Telecommunication Introduction
11.1.4 IBM Revenue in AI In Telecommunication Business (2016-2021)
11.1.5 IBM Recent Development
11.2 Microsoft
11.2.1 Microsoft Company Details
11.2.2 Microsoft Business Overview
11.2.3 Microsoft AI In Telecommunication Introduction
11.2.4 Microsoft Revenue in AI In Telecommunication Business (2016-2021)
11.2.5 Microsoft Recent Development
11.3 Intel
11.3.1 Intel Company Details
11.3.2 Intel Business Overview
11.3.3 Intel AI In Telecommunication Introduction
11.3.4 Intel Revenue in AI In Telecommunication Business (2016-2021)
11.3.5 Intel Recent Development
11.4 AT&T
11.4.1 AT&T Company Details
11.4.2 AT&T Business Overview
11.4.3 AT&T AI In Telecommunication Introduction
11.4.4 AT&T Revenue in AI In Telecommunication Business (2016-2021)
11.4.5 AT&T Recent Development
11.5 Cisco Systems
11.5.1 Cisco Systems Company Details
11.5.2 Cisco Systems Business Overview
11.5.3 Cisco Systems AI In Telecommunication Introduction
11.5.4 Cisco Systems Revenue in AI In Telecommunication Business (2016-2021)
11.5.5 Cisco Systems Recent Development
11.6 Nuance Communications
11.6.1 Nuance Communications Company Details
11.6.2 Nuance Communications Business Overview
11.6.3 Nuance Communications AI In Telecommunication Introduction
11.6.4 Nuance Communications Revenue in AI In Telecommunication Business (2016-2021)
11.6.5 Nuance Communications Recent Development
11.7 H2O.ai
11.7.1 H2O.ai Company Details
11.7.2 H2O.ai Business Overview
11.7.3 H2O.ai AI In Telecommunication Introduction
11.7.4 H2O.ai Revenue in AI In Telecommunication Business (2016-2021)
11.7.5 H2O.ai Recent Development
11.8 Salesforce
11.8.1 Salesforce Company Details
11.8.2 Salesforce Business Overview
11.8.3 Salesforce AI In Telecommunication Introduction
11.8.4 Salesforce Revenue in AI In Telecommunication Business (2016-2021)
11.8.5 Salesforce Recent Development
11.9 Nvidia
11.9.1 Nvidia Company Details
11.9.2 Nvidia Business Overview
11.9.3 Nvidia AI In Telecommunication Introduction
11.9.4 Nvidia Revenue in AI In Telecommunication Business (2016-2021)
11.9.5 Nvidia 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 AI In Telecommunication Market Size Growth Rate by Type (US$ Million):2016 VS 2021 VS 2027
Table 2. Key Players of Solutions
Table 3. Key Players of Services
Table 4. Global AI In Telecommunication Market Size Growth by Application (US$ Million): 2016 VS 2021 VS 2027
Table 5. Global AI In Telecommunication Market Size by Regions (US$ Million): 2016 VS 2021 VS 2027
Table 6. Global AI In Telecommunication Market Size by Regions (2016-2021) & (US$ Million)
Table 7. Global AI In Telecommunication Market Share by Regions (2016-2021)
Table 8. Global AI In Telecommunication Forecasted Market Size by Regions (2022-2027) & (US$ Million)
Table 9. Global AI In Telecommunication Market Share by Regions (2022-2027)
Table 10. AI In Telecommunication Market Trends
Table 11. AI In Telecommunication Market Drivers
Table 12. AI In Telecommunication Market Challenges
Table 13. AI In Telecommunication Market Restraints
Table 14. Global AI In Telecommunication Revenue by Players (2016-2021) & (US$ Million)
Table 15. Global AI In Telecommunication Market Share by Players (2016-2021)
Table 16. Global Top AI In Telecommunication Players by Company Type (Tier 1, Tier 2 and Tier 3) (based on the Revenue in AI In Telecommunication as of 2020)
Table 17. Ranking of Global Top AI In Telecommunication Companies by Revenue (US$ Million) in 2020
Table 18. Global 5 Largest Players Market Share by AI In Telecommunication Revenue (CR5 and HHI) & (2016-2021)
Table 19. Key Players Headquarters and Area Served
Table 20. Key Players AI In Telecommunication Product Solution and Service
Table 21. Date of Enter into AI In Telecommunication Market
Table 22. Mergers & Acquisitions, Expansion Plans
Table 23. Global AI In Telecommunication Market Size by Type (2016-2021) (US$ Million)
Table 24. Global AI In Telecommunication Revenue Market Share by Type (2016-2021)
Table 25. Global AI In Telecommunication Forecasted Market Size by Type (2022-2027) (US$ Million)
Table 26. Global AI In Telecommunication Revenue Market Share by Type (2022-2027) & (US$ Million)
Table 27. Global AI In Telecommunication Market Size Share by Application (2016-2021) & (US$ Million)
Table 28. Global AI In Telecommunication Revenue Market Share by Application (2016-2021)
Table 29. Global AI In Telecommunication Forecasted Market Size by Application (2022-2027) (US$ Million)
Table 30. Global AI In Telecommunication Revenue Market Share by Application (2022-2027) & (US$ Million)
Table 31. North America AI In Telecommunication Market Size by Type (2016-2021) (US$ Million)
Table 32. North America AI In Telecommunication Market Size by Type (2022-2027) & (US$ Million)
Table 33. North America AI In Telecommunication Market Size by Application (2016-2021) (US$ Million)
Table 34. North America AI In Telecommunication Market Size by Application (2022-2027) & (US$ Million)
Table 35. North America AI In Telecommunication Market Size by Country (2016-2021) & (US$ Million)
Table 36. North America AI In Telecommunication Market Size by Country (2022-2027) & (US$ Million)
Table 37. Europe AI In Telecommunication Market Size by Type (2016-2021) (US$ Million)
Table 38. Europe AI In Telecommunication Market Size by Type (2022-2027) & (US$ Million)
Table 39. Europe AI In Telecommunication Market Size by Application (2016-2021) (US$ Million)
Table 40. Europe AI In Telecommunication Market Size by Application (2022-2027) & (US$ Million)
Table 41. Europe AI In Telecommunication Market Size by Country (2016-2021) & (US$ Million)
Table 42. Europe AI In Telecommunication Market Size by Country (2022-2027) & (US$ Million)
Table 43. Asia-Pacific AI In Telecommunication Market Size by Type (2016-2021) (US$ Million)
Table 44. Asia-Pacific AI In Telecommunication Market Size by Type (2022-2027) & (US$ Million)
Table 45. Asia-Pacific AI In Telecommunication Market Size by Application (2016-2021) (US$ Million)
Table 46. Asia-Pacific AI In Telecommunication Market Size by Application (2022-2027) & (US$ Million)
Table 47. Asia-Pacific AI In Telecommunication Market Size by Region (2016-2021) & (US$ Million)
Table 48. Asia-Pacific AI In Telecommunication Market Size by Region (2022-2027) & (US$ Million)
Table 49. Latin America AI In Telecommunication Market Size by Type (2016-2021) (US$ Million)
Table 50. Latin America AI In Telecommunication Market Size by Type (2022-2027) & (US$ Million)
Table 51. Latin America AI In Telecommunication Market Size by Application (2016-2021) (US$ Million)
Table 52. Latin America AI In Telecommunication Market Size by Application (2022-2027) & (US$ Million)
Table 53. Latin America AI In Telecommunication Market Size by Country (2016-2021) & (US$ Million)
Table 54. Latin America AI In Telecommunication Market Size by Country (2022-2027) & (US$ Million)
Table 55. Middle East & Africa AI In Telecommunication Market Size by Type (2016-2021) (US$ Million)
Table 56. Middle East & Africa AI In Telecommunication Market Size by Type (2022-2027) & (US$ Million)
Table 57. Middle East & Africa AI In Telecommunication Market Size by Application (2016-2021) (US$ Million)
Table 58. Middle East & Africa AI In Telecommunication Market Size by Application (2022-2027) & (US$ Million)
Table 59. Middle East & Africa AI In Telecommunication Market Size by Country (2016-2021) & (US$ Million)
Table 60. Middle East & Africa AI In Telecommunication Market Size by Country (2022-2027) & (US$ Million)
Table 61. IBM Company Details
Table 62. IBM Business Overview
Table 63. IBM AI In Telecommunication Product
Table 64. IBM Revenue in AI In Telecommunication Business (2016-2021) & (US$ Million)
Table 65. IBM Recent Development
Table 66. Microsoft Company Details
Table 67. Microsoft Business Overview
Table 68. Microsoft AI In Telecommunication Product
Table 69. Microsoft Revenue in AI In Telecommunication Business (2016-2021) & (US$ Million)
Table 70. Microsoft Recent Development
Table 71. Intel Company Details
Table 72. Intel Business Overview
Table 73. Intel AI In Telecommunication Product
Table 74. Intel Revenue in AI In Telecommunication Business (2016-2021) & (US$ Million)
Table 75. Intel Recent Development
Table 76. AT&T Company Details
Table 77. AT&T Business Overview
Table 78. AT&T AI In Telecommunication Product
Table 79. AT&T Revenue in AI In Telecommunication Business (2016-2021) & (US$ Million)
Table 80. AT&T Recent Development
Table 81. Cisco Systems Company Details
Table 82. Cisco Systems Business Overview
Table 83. Cisco Systems AI In Telecommunication Product
Table 84. Cisco Systems Revenue in AI In Telecommunication Business (2016-2021) & (US$ Million)
Table 85. Cisco Systems Recent Development
Table 86. Nuance Communications Company Details
Table 87. Nuance Communications Business Overview
Table 88. Nuance Communications AI In Telecommunication Product
Table 89. Nuance Communications Revenue in AI In Telecommunication Business (2016-2021) & (US$ Million)
Table 90. Nuance Communications Recent Development
Table 91. H2O.ai Company Details
Table 92. H2O.ai Business Overview
Table 93. H2O.ai AI In Telecommunication Product
Table 94. H2O.ai Revenue in AI In Telecommunication Business (2016-2021) & (US$ Million)
Table 95. H2O.ai Recent Development
Table 96. Salesforce Company Details
Table 97. Salesforce Business Overview
Table 98. Salesforce Revenue in AI In Telecommunication Business (2016-2021) & (US$ Million)
Table 99. Salesforce Recent Development
Table 100. Nvidia Company Details
Table 101. Nvidia Business Overview
Table 102. Nvidia AI In Telecommunication Product
Table 103. Nvidia Revenue in AI In Telecommunication Business (2016-2021) & (US$ Million)
Table 104. Nvidia Recent Development
Table 105. Research Programs/Design for This Report
Table 106. Key Data Information from Secondary Sources
Table 107. Key Data Information from Primary Sources
List of Figures
Figure 1. Global AI In Telecommunication Market Share by Type: 2020 VS 2027
Figure 2. Solutions Features
Figure 3. Services Features
Figure 4. Global AI In Telecommunication Market Share by Application: 2020 VS 2027
Figure 5. Network Optimization Case Studies
Figure 6. Network Security Case Studies
Figure 7. Customer analytics Case Studies
Figure 8. Others Case Studies
Figure 9. AI In Telecommunication Report Years Considered
Figure 10. Global AI In Telecommunication Market Size (US$ Million), Year-over-Year: 2016-2027
Figure 11. Global AI In Telecommunication Market Size (US$ Million), 2016 VS 2021 VS 2027
Figure 12. Global AI In Telecommunication Market Share by Regions: 2020 VS 2027
Figure 13. Global AI In Telecommunication Market Share by Regions (2022-2027)
Figure 14. Global AI In Telecommunication Market Share by Players in 2020
Figure 15. Global Top AI In Telecommunication Players by Company Type (Tier 1, Tier 2 and Tier 3) (based on the Revenue in AI In Telecommunication as of 2020
Figure 16. The Top 10 and 5 Players Market Share by AI In Telecommunication Revenue in 2020
Figure 17. Global AI In Telecommunication Revenue Market Share by Type (2016-2021)
Figure 18. Global AI In Telecommunication Revenue Market Share by Type (2022-2027)
Figure 19. North America AI In Telecommunication Market Size YoY Growth (2016-2027) & (US$ Million)
Figure 20. North America AI In Telecommunication Market Share by Type (2016-2027)
Figure 21. North America AI In Telecommunication Market Share by Application (2016-2027)
Figure 22. North America AI In Telecommunication Market Share by Country (2016-2027)
Figure 23. United States AI In Telecommunication Market Size YoY Growth (2016-2027) & (US$ Million)
Figure 24. Canada AI In Telecommunication Market Size YoY Growth (2016-2027) & (US$ Million)
Figure 25. Europe AI In Telecommunication Market Size YoY Growth (2016-2027) & (US$ Million)
Figure 26. Europe AI In Telecommunication Market Share by Type (2016-2027)
Figure 27. Europe AI In Telecommunication Market Share by Application (2016-2027)
Figure 28. Europe AI In Telecommunication Market Share by Country (2016-2027)
Figure 29. Germany AI In Telecommunication Market Size YoY Growth (2016-2027) & (US$ Million)
Figure 30. France AI In Telecommunication Market Size YoY Growth (2016-2027) & (US$ Million)
Figure 31. U.K. AI In Telecommunication Market Size YoY Growth (2016-2027) & (US$ Million)
Figure 32. Italy AI In Telecommunication Market Size YoY Growth (2016-2027) & (US$ Million)
Figure 33. Russia AI In Telecommunication Market Size YoY Growth (2016-2027) & (US$ Million)
Figure 34. Nordic AI In Telecommunication Market Size YoY Growth (2016-2027) & (US$ Million)
Figure 35. Asia-Pacific AI In Telecommunication Market Size YoY Growth (2016-2027) & (US$ Million)
Figure 36. Asia-Pacific AI In Telecommunication Market Share by Type (2016-2027)
Figure 37. Asia-Pacific AI In Telecommunication Market Share by Application (2016-2027)
Figure 38. Asia-Pacific AI In Telecommunication Market Share by Region (2016-2027)
Figure 39. China AI In Telecommunication Market Size YoY Growth (2016-2027) & (US$ Million)
Figure 40. Japan AI In Telecommunication Market Size YoY Growth (2016-2027) & (US$ Million)
Figure 41. South Korea AI In Telecommunication Market Size YoY Growth (2016-2027) & (US$ Million)
Figure 42. Southeast Asia AI In Telecommunication Market Size YoY Growth (2016-2027) & (US$ Million)
Figure 43. India AI In Telecommunication Market Size YoY Growth (2016-2027) & (US$ Million)
Figure 44. Australia AI In Telecommunication Market Size YoY Growth (2016-2027) & (US$ Million)
Figure 45. Latin America AI In Telecommunication Market Size YoY Growth (2016-2027) & (US$ Million)
Figure 46. Latin America AI In Telecommunication Market Share by Type (2016-2027)
Figure 47. Latin America AI In Telecommunication Market Share by Application (2016-2027)
Figure 48. Latin America AI In Telecommunication Market Share by Country (2016-2027)
Figure 49. Mexico AI In Telecommunication Market Size YoY Growth (2016-2027) & (US$ Million)
Figure 50. Brazil AI In Telecommunication Market Size YoY Growth (2016-2027) & (US$ Million)
Figure 51. Middle East & Africa AI In Telecommunication Market Size YoY Growth (2016-2027) & (US$ Million)
Figure 52. Middle East & Africa AI In Telecommunication Market Share by Type (2016-2027)
Figure 53. Middle East & Africa AI In Telecommunication Market Share by Application (2016-2027)
Figure 54. Middle East & Africa AI In Telecommunication Market Share by Country (2016-2027)
Figure 55. Turkey AI In Telecommunication Market Size YoY Growth (2016-2027) & (US$ Million)
Figure 56. Saudi Arabia AI In Telecommunication Market Size YoY Growth (2016-2027) & (US$ Million)
Figure 57. UAE AI In Telecommunication Market Size YoY Growth (2016-2027) & (US$ Million)
Figure 58. IBM Revenue Growth Rate in AI In Telecommunication Business (2016-2021)
Figure 59. Microsoft Revenue Growth Rate in AI In Telecommunication Business (2016-2021)
Figure 60. Intel Revenue Growth Rate in AI In Telecommunication Business (2016-2021)
Figure 61. AT&T Revenue Growth Rate in AI In Telecommunication Business (2016-2021)
Figure 62. Cisco Systems Revenue Growth Rate in AI In Telecommunication Business (2016-2021)
Figure 63. Nuance Communications Revenue Growth Rate in AI In Telecommunication Business (2016-2021)
Figure 64. H2O.ai Revenue Growth Rate in AI In Telecommunication Business (2016-2021)
Figure 65. Salesforce Revenue Growth Rate in AI In Telecommunication Business (2016-2021)
Figure 66. Nvidia Revenue Growth Rate in AI In Telecommunication Business (2016-2021)
Figure 67. Bottom-up and Top-down Approaches for This Report
Figure 68. Data Triangulation
Figure 69. 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.