Global Bot Services Market Research Report 2023

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Date: 01-Feb-2023
No. of pages: 89
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Highlights

The global Bot Services market was valued at US$ 704.7 million in 2022 and is anticipated to reach US$ 1873.5 million by 2029, witnessing a CAGR of 17.7% during the forecast period 2023-2029. The influence of COVID-19 and the Russia-Ukraine War were considered while estimating market sizes.

North American market for Bot Services is estimated to increase from $ million in 2023 to reach $ million by 2029, at a CAGR of % during the forecast period of 2023 through 2029.

Asia-Pacific market for Bot Services is estimated to increase from $ million in 2023 to reach $ million by 2029, at a CAGR of % during the forecast period of 2023 through 2029.

The global market for Bot Services in Banking, Financial Services, and Insurance (BFSI) is estimated to increase from $ million in 2023 to $ million by 2029, at a CAGR of % during the forecast period of 2023 through 2029.

The key global companies of Bot Services include Microsoft, IBM, Facebook, Google, Amazon Web Services, Nuance Communications, Aspect Software, Inbenta Technologies and Creative Virtual, etc. In 2022, the world's top three vendors accounted for approximately % of the revenue.

Report Scope

This report aims to provide a comprehensive presentation of the global market for Bot Services, with both quantitative and qualitative analysis, to help readers develop business/growth strategies, assess the market competitive situation, analyze their position in the current marketplace, and make informed business decisions regarding Bot Services.

The Bot Services market size, estimations, and forecasts are provided in terms of and revenue ($ millions), considering 2022 as the base year, with history and forecast data for the period from 2018 to 2029. This report segments the global Bot Services market comprehensively. Regional market sizes, concerning products by type, by application, and by players, are also provided.

For a more in-depth understanding of the market, the report provides profiles of the competitive landscape, key competitors, and their respective market ranks. The report also discusses technological trends and new product developments.

The report will help the Bot Services companies, new entrants, and industry chain related companies in this market with information on the revenues for the overall market and the sub-segments across the different segments, by company, by type, by application, and by regions.

By Company

- Microsoft

- IBM

- Facebook

- Google

- Amazon Web Services

- Nuance Communications

- Aspect Software

- Inbenta Technologies

- Creative Virtual

- 24/7 Customer

- Cognicor Technologies

- Astute Solutions

Segment by Type

- Framework

- Platform

Segment by Application

- Banking, Financial Services, and Insurance (BFSI)

- Retail and eCommerce

- Healthcare

- Government

- Travel and Hospitality

- 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

Core Chapters

Chapter 1: Introduces the report scope of the report, executive summary of different market segments (by type, application, etc), including the market size of each market segment, future development potential, and so on. It offers a high-level view of the current state of the market and its likely evolution in the short to mid-term, and long term.

Chapter 2: Introduces executive summary of global market size, regional market size, this section also introduces the market dynamics, latest developments of the market, the driving factors and restrictive factors of the market, the challenges and risks faced by companies in the industry, and the analysis of relevant policies in the industry.

Chapter 3: Detailed analysis of Bot Services companies' competitive landscape, revenue market share, latest development plan, merger, and acquisition information, etc.

Chapter 4: Provides the analysis of various market segments by type, covering the market size and development potential of each market segment, to help readers find the blue ocean market in different market segments.

Chapter 5: Provides the analysis of various market segments by application, covering the market size and development potential of each market segment, to help readers find the blue ocean market in different downstream markets.

Chapter 6, 7, 8, 9, 10: North America, Europe, Asia Pacific, Latin America, Middle East and Africa segment by country. It provides a quantitative analysis of the market size and development potential of each region and its main countries and introduces the market development, future development prospects, market space, and capacity of each country in the world.

Chapter 11: Provides profiles of key players, introducing the basic situation of the key companies in the market in detail, including product revenue, gross margin, product introduction, recent development, etc.

Chapter 12: The main points and conclusions of the report.

Global Bot Services Market Research Report 2023

Table of Contents
1 Report Overview
1.1 Study Scope
1.2 Market Analysis by Type
1.2.1 Global Bot Services Market Size Growth Rate by Type: 2018 VS 2022 VS 2029
1.2.2 Framework
1.2.3 Platform
1.3 Market by Application
1.3.1 Global Bot Services Market Growth by Application: 2018 VS 2022 VS 2029
1.3.2 Banking, Financial Services, and Insurance (BFSI)
1.3.3 Retail and eCommerce
1.3.4 Healthcare
1.3.5 Government
1.3.6 Travel and Hospitality
1.3.7 Others
1.4 Study Objectives
1.5 Years Considered
1.6 Years Considered
2 Global Growth Trends
2.1 Global Bot Services Market Perspective (2018-2029)
2.2 Bot Services Growth Trends by Region
2.2.1 Global Bot Services Market Size by Region: 2018 VS 2022 VS 2029
2.2.2 Bot Services Historic Market Size by Region (2018-2023)
2.2.3 Bot Services Forecasted Market Size by Region (2024-2029)
2.3 Bot Services Market Dynamics
2.3.1 Bot Services Industry Trends
2.3.2 Bot Services Market Drivers
2.3.3 Bot Services Market Challenges
2.3.4 Bot Services Market Restraints
3 Competition Landscape by Key Players
3.1 Global Top Bot Services Players by Revenue
3.1.1 Global Top Bot Services Players by Revenue (2018-2023)
3.1.2 Global Bot Services Revenue Market Share by Players (2018-2023)
3.2 Global Bot Services Market Share by Company Type (Tier 1, Tier 2, and Tier 3)
3.3 Players Covered: Ranking by Bot Services Revenue
3.4 Global Bot Services Market Concentration Ratio
3.4.1 Global Bot Services Market Concentration Ratio (CR5 and HHI)
3.4.2 Global Top 10 and Top 5 Companies by Bot Services Revenue in 2022
3.5 Bot Services Key Players Head office and Area Served
3.6 Key Players Bot Services Product Solution and Service
3.7 Date of Enter into Bot Services Market
3.8 Mergers & Acquisitions, Expansion Plans
4 Bot Services Breakdown Data by Type
4.1 Global Bot Services Historic Market Size by Type (2018-2023)
4.2 Global Bot Services Forecasted Market Size by Type (2024-2029)
5 Bot Services Breakdown Data by Application
5.1 Global Bot Services Historic Market Size by Application (2018-2023)
5.2 Global Bot Services Forecasted Market Size by Application (2024-2029)
6 North America
6.1 North America Bot Services Market Size (2018-2029)
6.2 North America Bot Services Market Growth Rate by Country: 2018 VS 2022 VS 2029
6.3 North America Bot Services Market Size by Country (2018-2023)
6.4 North America Bot Services Market Size by Country (2024-2029)
6.5 United States
6.6 Canada
7 Europe
7.1 Europe Bot Services Market Size (2018-2029)
7.2 Europe Bot Services Market Growth Rate by Country: 2018 VS 2022 VS 2029
7.3 Europe Bot Services Market Size by Country (2018-2023)
7.4 Europe Bot Services Market Size by Country (2024-2029)
7.5 Germany
7.6 France
7.7 U.K.
7.8 Italy
7.9 Russia
7.10 Nordic Countries
8 Asia-Pacific
8.1 Asia-Pacific Bot Services Market Size (2018-2029)
8.2 Asia-Pacific Bot Services Market Growth Rate by Region: 2018 VS 2022 VS 2029
8.3 Asia-Pacific Bot Services Market Size by Region (2018-2023)
8.4 Asia-Pacific Bot Services Market Size by Region (2024-2029)
8.5 China
8.6 Japan
8.7 South Korea
8.8 Southeast Asia
8.9 India
8.10 Australia
9 Latin America
9.1 Latin America Bot Services Market Size (2018-2029)
9.2 Latin America Bot Services Market Growth Rate by Country: 2018 VS 2022 VS 2029
9.3 Latin America Bot Services Market Size by Country (2018-2023)
9.4 Latin America Bot Services Market Size by Country (2024-2029)
9.5 Mexico
9.6 Brazil
10 Middle East & Africa
10.1 Middle East & Africa Bot Services Market Size (2018-2029)
10.2 Middle East & Africa Bot Services Market Growth Rate by Country: 2018 VS 2022 VS 2029
10.3 Middle East & Africa Bot Services Market Size by Country (2018-2023)
10.4 Middle East & Africa Bot Services Market Size by Country (2024-2029)
10.5 Turkey
10.6 Saudi Arabia
10.7 UAE
11 Key Players Profiles
11.1 Microsoft
11.1.1 Microsoft Company Detail
11.1.2 Microsoft Business Overview
11.1.3 Microsoft Bot Services Introduction
11.1.4 Microsoft Revenue in Bot Services Business (2018-2023)
11.1.5 Microsoft Recent Development
11.2 IBM
11.2.1 IBM Company Detail
11.2.2 IBM Business Overview
11.2.3 IBM Bot Services Introduction
11.2.4 IBM Revenue in Bot Services Business (2018-2023)
11.2.5 IBM Recent Development
11.3 Facebook
11.3.1 Facebook Company Detail
11.3.2 Facebook Business Overview
11.3.3 Facebook Bot Services Introduction
11.3.4 Facebook Revenue in Bot Services Business (2018-2023)
11.3.5 Facebook Recent Development
11.4 Google
11.4.1 Google Company Detail
11.4.2 Google Business Overview
11.4.3 Google Bot Services Introduction
11.4.4 Google Revenue in Bot Services Business (2018-2023)
11.4.5 Google Recent Development
11.5 Amazon Web Services
11.5.1 Amazon Web Services Company Detail
11.5.2 Amazon Web Services Business Overview
11.5.3 Amazon Web Services Bot Services Introduction
11.5.4 Amazon Web Services Revenue in Bot Services Business (2018-2023)
11.5.5 Amazon Web Services Recent Development
11.6 Nuance Communications
11.6.1 Nuance Communications Company Detail
11.6.2 Nuance Communications Business Overview
11.6.3 Nuance Communications Bot Services Introduction
11.6.4 Nuance Communications Revenue in Bot Services Business (2018-2023)
11.6.5 Nuance Communications Recent Development
11.7 Aspect Software
11.7.1 Aspect Software Company Detail
11.7.2 Aspect Software Business Overview
11.7.3 Aspect Software Bot Services Introduction
11.7.4 Aspect Software Revenue in Bot Services Business (2018-2023)
11.7.5 Aspect Software Recent Development
11.8 Inbenta Technologies
11.8.1 Inbenta Technologies Company Detail
11.8.2 Inbenta Technologies Business Overview
11.8.3 Inbenta Technologies Bot Services Introduction
11.8.4 Inbenta Technologies Revenue in Bot Services Business (2018-2023)
11.8.5 Inbenta Technologies Recent Development
11.9 Creative Virtual
11.9.1 Creative Virtual Company Detail
11.9.2 Creative Virtual Business Overview
11.9.3 Creative Virtual Bot Services Introduction
11.9.4 Creative Virtual Revenue in Bot Services Business (2018-2023)
11.9.5 Creative Virtual Recent Development
11.10 24/7 Customer
11.10.1 24/7 Customer Company Detail
11.10.2 24/7 Customer Business Overview
11.10.3 24/7 Customer Bot Services Introduction
11.10.4 24/7 Customer Revenue in Bot Services Business (2018-2023)
11.10.5 24/7 Customer Recent Development
11.11 Cognicor Technologies
11.11.1 Cognicor Technologies Company Detail
11.11.2 Cognicor Technologies Business Overview
11.11.3 Cognicor Technologies Bot Services Introduction
11.11.4 Cognicor Technologies Revenue in Bot Services Business (2018-2023)
11.11.5 Cognicor Technologies Recent Development
11.12 Astute Solutions
11.12.1 Astute Solutions Company Detail
11.12.2 Astute Solutions Business Overview
11.12.3 Astute Solutions Bot Services Introduction
11.12.4 Astute Solutions Revenue in Bot Services Business (2018-2023)
11.12.5 Astute Solutions 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 Bot Services Market Size Growth Rate by Type (US$ Million): 2018 VS 2022 VS 2029
Table 2. Key Players of Framework
Table 3. Key Players of Platform
Table 4. Global Bot Services Market Size Growth by Application (US$ Million): 2018 VS 2022 VS 2029
Table 5. Global Bot Services Market Size by Region (US$ Million): 2018 VS 2022 VS 2029
Table 6. Global Bot Services Market Size by Region (2018-2023) & (US$ Million)
Table 7. Global Bot Services Market Share by Region (2018-2023)
Table 8. Global Bot Services Forecasted Market Size by Region (2024-2029) & (US$ Million)
Table 9. Global Bot Services Market Share by Region (2024-2029)
Table 10. Bot Services Market Trends
Table 11. Bot Services Market Drivers
Table 12. Bot Services Market Challenges
Table 13. Bot Services Market Restraints
Table 14. Global Bot Services Revenue by Players (2018-2023) & (US$ Million)
Table 15. Global Bot Services Market Share by Players (2018-2023)
Table 16. Global Top Bot Services Players by Company Type (Tier 1, Tier 2, and Tier 3) & (based on the Revenue in Bot Services as of 2022)
Table 17. Ranking of Global Top Bot Services Companies by Revenue (US$ Million) in 2022
Table 18. Global 5 Largest Players Market Share by Bot Services Revenue (CR5 and HHI) & (2018-2023)
Table 19. Key Players Headquarters and Area Served
Table 20. Key Players Bot Services Product Solution and Service
Table 21. Date of Enter into Bot Services Market
Table 22. Mergers & Acquisitions, Expansion Plans
Table 23. Global Bot Services Market Size by Type (2018-2023) & (US$ Million)
Table 24. Global Bot Services Revenue Market Share by Type (2018-2023)
Table 25. Global Bot Services Forecasted Market Size by Type (2024-2029) & (US$ Million)
Table 26. Global Bot Services Revenue Market Share by Type (2024-2029)
Table 27. Global Bot Services Market Size by Application (2018-2023) & (US$ Million)
Table 28. Global Bot Services Revenue Market Share by Application (2018-2023)
Table 29. Global Bot Services Forecasted Market Size by Application (2024-2029) & (US$ Million)
Table 30. Global Bot Services Revenue Market Share by Application (2024-2029)
Table 31. North America Bot Services Market Size Growth Rate by Country (US$ Million): 2018 VS 2022 VS 2029
Table 32. North America Bot Services Market Size by Country (2018-2023) & (US$ Million)
Table 33. North America Bot Services Market Size by Country (2024-2029) & (US$ Million)
Table 34. Europe Bot Services Market Size Growth Rate by Country (US$ Million): 2018 VS 2022 VS 2029
Table 35. Europe Bot Services Market Size by Country (2018-2023) & (US$ Million)
Table 36. Europe Bot Services Market Size by Country (2024-2029) & (US$ Million)
Table 37. Asia-Pacific Bot Services Market Size Growth Rate by Region (US$ Million): 2018 VS 2022 VS 2029
Table 38. Asia-Pacific Bot Services Market Size by Region (2018-2023) & (US$ Million)
Table 39. Asia-Pacific Bot Services Market Size by Region (2024-2029) & (US$ Million)
Table 40. Latin America Bot Services Market Size Growth Rate by Country (US$ Million): 2018 VS 2022 VS 2029
Table 41. Latin America Bot Services Market Size by Country (2018-2023) & (US$ Million)
Table 42. Latin America Bot Services Market Size by Country (2024-2029) & (US$ Million)
Table 43. Middle East & Africa Bot Services Market Size Growth Rate by Country (US$ Million): 2018 VS 2022 VS 2029
Table 44. Middle East & Africa Bot Services Market Size by Country (2018-2023) & (US$ Million)
Table 45. Middle East & Africa Bot Services Market Size by Country (2024-2029) & (US$ Million)
Table 46. Microsoft Company Detail
Table 47. Microsoft Business Overview
Table 48. Microsoft Bot Services Product
Table 49. Microsoft Revenue in Bot Services Business (2018-2023) & (US$ Million)
Table 50. Microsoft Recent Development
Table 51. IBM Company Detail
Table 52. IBM Business Overview
Table 53. IBM Bot Services Product
Table 54. IBM Revenue in Bot Services Business (2018-2023) & (US$ Million)
Table 55. IBM Recent Development
Table 56. Facebook Company Detail
Table 57. Facebook Business Overview
Table 58. Facebook Bot Services Product
Table 59. Facebook Revenue in Bot Services Business (2018-2023) & (US$ Million)
Table 60. Facebook Recent Development
Table 61. Google Company Detail
Table 62. Google Business Overview
Table 63. Google Bot Services Product
Table 64. Google Revenue in Bot Services Business (2018-2023) & (US$ Million)
Table 65. Google Recent Development
Table 66. Amazon Web Services Company Detail
Table 67. Amazon Web Services Business Overview
Table 68. Amazon Web Services Bot Services Product
Table 69. Amazon Web Services Revenue in Bot Services Business (2018-2023) & (US$ Million)
Table 70. Amazon Web Services Recent Development
Table 71. Nuance Communications Company Detail
Table 72. Nuance Communications Business Overview
Table 73. Nuance Communications Bot Services Product
Table 74. Nuance Communications Revenue in Bot Services Business (2018-2023) & (US$ Million)
Table 75. Nuance Communications Recent Development
Table 76. Aspect Software Company Detail
Table 77. Aspect Software Business Overview
Table 78. Aspect Software Bot Services Product
Table 79. Aspect Software Revenue in Bot Services Business (2018-2023) & (US$ Million)
Table 80. Aspect Software Recent Development
Table 81. Inbenta Technologies Company Detail
Table 82. Inbenta Technologies Business Overview
Table 83. Inbenta Technologies Bot Services Product
Table 84. Inbenta Technologies Revenue in Bot Services Business (2018-2023) & (US$ Million)
Table 85. Inbenta Technologies Recent Development
Table 86. Creative Virtual Company Detail
Table 87. Creative Virtual Business Overview
Table 88. Creative Virtual Bot Services Product
Table 89. Creative Virtual Revenue in Bot Services Business (2018-2023) & (US$ Million)
Table 90. Creative Virtual Recent Development
Table 91. 24/7 Customer Company Detail
Table 92. 24/7 Customer Business Overview
Table 93. 24/7 Customer Bot Services Product
Table 94. 24/7 Customer Revenue in Bot Services Business (2018-2023) & (US$ Million)
Table 95. 24/7 Customer Recent Development
Table 96. Cognicor Technologies Company Detail
Table 97. Cognicor Technologies Business Overview
Table 98. Cognicor Technologies Bot Services Product
Table 99. Cognicor Technologies Revenue in Bot Services Business (2018-2023) & (US$ Million)
Table 100. Cognicor Technologies Recent Development
Table 101. Astute Solutions Company Detail
Table 102. Astute Solutions Business Overview
Table 103. Astute Solutions Bot Services Product
Table 104. Astute Solutions Revenue in Bot Services Business (2018-2023) & (US$ Million)
Table 105. Astute Solutions Recent Development
Table 106. Research Programs/Design for This Report
Table 107. Key Data Information from Secondary Sources
Table 108. Key Data Information from Primary Sources
List of Figures
Figure 1. Global Bot Services Market Size Comparison by Type (2023-2029) & (US$ Million)
Figure 2. Global Bot Services Market Share by Type: 2022 VS 2029
Figure 3. Framework Features
Figure 4. Platform Features
Figure 5. Global Bot Services Market Size Comparison by Application (2023-2029) & (US$ Million)
Figure 6. Global Bot Services Market Share by Application: 2022 VS 2029
Figure 7. Banking, Financial Services, and Insurance (BFSI) Case Studies
Figure 8. Retail and eCommerce Case Studies
Figure 9. Healthcare Case Studies
Figure 10. Government Case Studies
Figure 11. Travel and Hospitality Case Studies
Figure 12. Others Case Studies
Figure 13. Bot Services Report Years Considered
Figure 14. Global Bot Services Market Size (US$ Million), Year-over-Year: 2018-2029
Figure 15. Global Bot Services Market Size, (US$ Million), 2018 VS 2022 VS 2029
Figure 16. Global Bot Services Market Share by Region: 2022 VS 2029
Figure 17. Global Bot Services Market Share by Players in 2022
Figure 18. Global Top Bot Services Players by Company Type (Tier 1, Tier 2, and Tier 3) & (based on the Revenue in Bot Services as of 2022)
Figure 19. The Top 10 and 5 Players Market Share by Bot Services Revenue in 2022
Figure 20. North America Bot Services Market Size YoY Growth (2018-2029) & (US$ Million)
Figure 21. North America Bot Services Market Share by Country (2018-2029)
Figure 22. United States Bot Services Market Size YoY Growth (2018-2029) & (US$ Million)
Figure 23. Canada Bot Services Market Size YoY Growth (2018-2029) & (US$ Million)
Figure 24. Europe Bot Services Market Size YoY Growth (2018-2029) & (US$ Million)
Figure 25. Europe Bot Services Market Share by Country (2018-2029)
Figure 26. Germany Bot Services Market Size YoY Growth (2018-2029) & (US$ Million)
Figure 27. France Bot Services Market Size YoY Growth (2018-2029) & (US$ Million)
Figure 28. U.K. Bot Services Market Size YoY Growth (2018-2029) & (US$ Million)
Figure 29. Italy Bot Services Market Size YoY Growth (2018-2029) & (US$ Million)
Figure 30. Russia Bot Services Market Size YoY Growth (2018-2029) & (US$ Million)
Figure 31. Nordic Countries Bot Services Market Size YoY Growth (2018-2029) & (US$ Million)
Figure 32. Asia-Pacific Bot Services Market Size YoY Growth (2018-2029) & (US$ Million)
Figure 33. Asia-Pacific Bot Services Market Share by Region (2018-2029)
Figure 34. China Bot Services Market Size YoY Growth (2018-2029) & (US$ Million)
Figure 35. Japan Bot Services Market Size YoY Growth (2018-2029) & (US$ Million)
Figure 36. South Korea Bot Services Market Size YoY Growth (2018-2029) & (US$ Million)
Figure 37. Southeast Asia Bot Services Market Size YoY Growth (2018-2029) & (US$ Million)
Figure 38. India Bot Services Market Size YoY Growth (2018-2029) & (US$ Million)
Figure 39. Australia Bot Services Market Size YoY Growth (2018-2029) & (US$ Million)
Figure 40. Latin America Bot Services Market Size YoY Growth (2018-2029) & (US$ Million)
Figure 41. Latin America Bot Services Market Share by Country (2018-2029)
Figure 42. Mexico Bot Services Market Size YoY Growth (2018-2029) & (US$ Million)
Figure 43. Brazil Bot Services Market Size YoY Growth (2018-2029) & (US$ Million)
Figure 44. Middle East & Africa Bot Services Market Size YoY Growth (2018-2029) & (US$ Million)
Figure 45. Middle East & Africa Bot Services Market Share by Country (2018-2029)
Figure 46. Turkey Bot Services Market Size YoY Growth (2018-2029) & (US$ Million)
Figure 47. Saudi Arabia Bot Services Market Size YoY Growth (2018-2029) & (US$ Million)
Figure 48. Microsoft Revenue Growth Rate in Bot Services Business (2018-2023)
Figure 49. IBM Revenue Growth Rate in Bot Services Business (2018-2023)
Figure 50. Facebook Revenue Growth Rate in Bot Services Business (2018-2023)
Figure 51. Google Revenue Growth Rate in Bot Services Business (2018-2023)
Figure 52. Amazon Web Services Revenue Growth Rate in Bot Services Business (2018-2023)
Figure 53. Nuance Communications Revenue Growth Rate in Bot Services Business (2018-2023)
Figure 54. Aspect Software Revenue Growth Rate in Bot Services Business (2018-2023)
Figure 55. Inbenta Technologies Revenue Growth Rate in Bot Services Business (2018-2023)
Figure 56. Creative Virtual Revenue Growth Rate in Bot Services Business (2018-2023)
Figure 57. 24/7 Customer Revenue Growth Rate in Bot Services Business (2018-2023)
Figure 58. Cognicor Technologies Revenue Growth Rate in Bot Services Business (2018-2023)
Figure 59. Astute Solutions Revenue Growth Rate in Bot Services Business (2018-2023)
Figure 60. Bottom-up and Top-down Approaches for This Report
Figure 61. Data Triangulation
Figure 62. Key Executives Interviewed
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