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Global AI Safety Software Market Research Report 2024

Published Date: November 2024

Report Code: QYRE-Auto-10H18719

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Global AI Safety Software Market Research Report 2024

Code: QYRE-Auto-10H18719

Report

November 2024

Pages:74

QYResearch

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DESCRIPTION

TABLE OF CONTENT

TABLES & FIGURES

FEATURED COMPANIES

iCetana

Intenseye

NIST

ViAct

VoXel

Azure AI

Protex AI

Safety Mojo

Surveily

AI Safety Software Market Size

The global market for AI Safety Software was valued at US$ 645 million in the year 2023 and is projected to reach a revised size of US$ 954 million by 2030, growing at a CAGR of 5.6% during the forecast period.

AI Safety Software Market

AI Safety Software is a combination of artificial intelligence technology and security protection functions. It uses artificial intelligence algorithms and models to intelligently identify, analyze, defend and respond to network security threats, thereby providing efficient and intelligent security protection services.

North American market for AI Safety Software is estimated to increase from $ million in 2023 to reach $ million by 2030, at a CAGR of % during the forecast period of 2024 through 2030.

Asia-Pacific market for AI Safety Software is estimated to increase from $ million in 2023 to reach $ million by 2030, at a CAGR of % during the forecast period of 2024 through 2030.

The global market for AI Safety Software in Corporate Users is estimated to increase from $ million in 2023 to $ million by 2030, at a CAGR of % during the forecast period of 2024 through 2030.

The major global companies of AI Safety Software include Azure AI, icetana, Intenseye, NIST, Protex AI, Safety Mojo, Surveily, viAct, Voxel, etc. In 2023, the world's top three vendors accounted for approximately % of the revenue.

This report aims to provide a comprehensive presentation of the global market for AI Safety Software, 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 AI Safety Software.

The AI Safety Software market size, estimations, and forecasts are provided in terms of and revenue ($ millions), considering 2023 as the base year, with history and forecast data for the period from 2019 to 2030. This report segments the global AI Safety Software 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 AI Safety Software 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.

Market Segmentation

Scope of AI Safety Software Market Report

Report Metric	Details
Report Name	AI Safety Software Market
Accounted market size in year	US$ 645 million
Forecasted market size in 2030	US$ 954 million
CAGR	5.6%
Base Year	year
Forecasted years	2024 - 2030
Segment by Type	On-Premises Software Cloud-Based Software
Segment by Application	Corporate Users Individual Users
By Region	North America (United States, Canada) Europe (Germany, France, UK, Italy, Russia) Rest of Europe Nordic Countries 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	Azure AI, icetana, Intenseye, NIST, Protex AI, Safety Mojo, Surveily, viAct, Voxel
Forecast units	USD million in value
Report coverage	Revenue and volume forecast, company share, competitive landscape, growth factors and trends

Chapter Outline

Chapter 1: Introduces the report scope of the report, executive summary of different market segments (by Type, by 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 AI Safety Software company 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 main companies in the market in detail, including product sales, revenue, price, gross margin, product introduction, recent development, etc.
Chapter 12: The main points and conclusions of the report.

FAQ for this report

How fast is AI Safety Software Market growing?

Ans: The AI Safety Software Market witnessing a CAGR of 5.6% during the forecast period 2024-2030.

What is the AI Safety Software Market size in 2030?

Ans: The AI Safety Software Market size in 2030 will be US$ 954 million.

Who are the main players in the AI Safety Software Market report?

Ans: The main players in the AI Safety Software Market are Azure AI, icetana, Intenseye, NIST, Protex AI, Safety Mojo, Surveily, viAct, Voxel

What are the Application segmentation covered in the AI Safety Software Market report?

Ans: The Applications covered in the AI Safety Software Market report are Corporate Users, Individual Users

What are the Type segmentation covered in the AI Safety Software Market report?

Ans: The Types covered in the AI Safety Software Market report are On-Premises Software, Cloud-Based Software

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1 Report Overview

1.1 Study Scope

1.2 Market Analysis by Type

1.2.1 Global AI Safety Software Market Size Growth Rate by Type: 2019 VS 2023 VS 2030

1.2.2 On-Premises Software

1.2.3 Cloud-Based Software

1.3 Market by Application

1.3.1 Global AI Safety Software Market Growth by Application: 2019 VS 2023 VS 2030

1.3.2 Corporate Users

1.3.3 Individual Users

1.4 Assumptions and Limitations

1.5 Study Objectives

1.6 Years Considered

2 Global Growth Trends

2.1 Global AI Safety Software Market Perspective (2019-2030)

2.2 Global AI Safety Software Growth Trends by Region

2.2.1 Global AI Safety Software Market Size by Region: 2019 VS 2023 VS 2030

2.2.2 AI Safety Software Historic Market Size by Region (2019-2024)

2.2.3 AI Safety Software Forecasted Market Size by Region (2025-2030)

2.3 AI Safety Software Market Dynamics

2.3.1 AI Safety Software Industry Trends

2.3.2 AI Safety Software Market Drivers

2.3.3 AI Safety Software Market Challenges

2.3.4 AI Safety Software Market Restraints

3 Competition Landscape by Key Players

3.1 Global Top AI Safety Software Players by Revenue

3.1.1 Global Top AI Safety Software Players by Revenue (2019-2024)

3.1.2 Global AI Safety Software Revenue Market Share by Players (2019-2024)

3.2 Global AI Safety Software Market Share by Company Type (Tier 1, Tier 2, and Tier 3)

3.3 Global Key Players Ranking by AI Safety Software Revenue

3.4 Global AI Safety Software Market Concentration Ratio

3.4.1 Global AI Safety Software Market Concentration Ratio (CR5 and HHI)

3.4.2 Global Top 10 and Top 5 Companies by AI Safety Software Revenue in 2023

3.5 Global Key Players of AI Safety Software Head office and Area Served

3.6 Global Key Players of AI Safety Software, Product and Application

3.7 Global Key Players of AI Safety Software, Date of Enter into This Industry

3.8 Mergers & Acquisitions, Expansion Plans

4 AI Safety Software Breakdown Data by Type

4.1 Global AI Safety Software Historic Market Size by Type (2019-2024)

4.2 Global AI Safety Software Forecasted Market Size by Type (2025-2030)

5 AI Safety Software Breakdown Data by Application

5.1 Global AI Safety Software Historic Market Size by Application (2019-2024)

5.2 Global AI Safety Software Forecasted Market Size by Application (2025-2030)

6 North America

6.1 North America AI Safety Software Market Size (2019-2030)

6.2 North America AI Safety Software Market Growth Rate by Country: 2019 VS 2023 VS 2030

6.3 North America AI Safety Software Market Size by Country (2019-2024)

6.4 North America AI Safety Software Market Size by Country (2025-2030)

6.5 United States

6.6 Canada

7 Europe

7.1 Europe AI Safety Software Market Size (2019-2030)

7.2 Europe AI Safety Software Market Growth Rate by Country: 2019 VS 2023 VS 2030

7.3 Europe AI Safety Software Market Size by Country (2019-2024)

7.4 Europe AI Safety Software Market Size by Country (2025-2030)

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 AI Safety Software Market Size (2019-2030)

8.2 Asia-Pacific AI Safety Software Market Growth Rate by Country: 2019 VS 2023 VS 2030

8.3 Asia-Pacific AI Safety Software Market Size by Region (2019-2024)

8.4 Asia-Pacific AI Safety Software Market Size by Region (2025-2030)

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 AI Safety Software Market Size (2019-2030)

9.2 Latin America AI Safety Software Market Growth Rate by Country: 2019 VS 2023 VS 2030

9.3 Latin America AI Safety Software Market Size by Country (2019-2024)

9.4 Latin America AI Safety Software Market Size by Country (2025-2030)

9.5 Mexico

9.6 Brazil

10 Middle East & Africa

10.1 Middle East & Africa AI Safety Software Market Size (2019-2030)

10.2 Middle East & Africa AI Safety Software Market Growth Rate by Country: 2019 VS 2023 VS 2030

10.3 Middle East & Africa AI Safety Software Market Size by Country (2019-2024)

10.4 Middle East & Africa AI Safety Software Market Size by Country (2025-2030)

10.5 Turkey

10.6 Saudi Arabia

10.7 UAE

11 Key Players Profiles

11.1 Azure AI

11.1.1 Azure AI Company Details

11.1.2 Azure AI Business Overview

11.1.3 Azure AI AI Safety Software Introduction

11.1.4 Azure AI Revenue in AI Safety Software Business (2019-2024)

11.1.5 Azure AI Recent Development

11.2 icetana

11.2.1 icetana Company Details

11.2.2 icetana Business Overview

11.2.3 icetana AI Safety Software Introduction

11.2.4 icetana Revenue in AI Safety Software Business (2019-2024)

11.2.5 icetana Recent Development

11.3 Intenseye

11.3.1 Intenseye Company Details

11.3.2 Intenseye Business Overview

11.3.3 Intenseye AI Safety Software Introduction

11.3.4 Intenseye Revenue in AI Safety Software Business (2019-2024)

11.3.5 Intenseye Recent Development

11.4 NIST

11.4.1 NIST Company Details

11.4.2 NIST Business Overview

11.4.3 NIST AI Safety Software Introduction

11.4.4 NIST Revenue in AI Safety Software Business (2019-2024)

11.4.5 NIST Recent Development

11.5 Protex AI

11.5.1 Protex AI Company Details

11.5.2 Protex AI Business Overview

11.5.3 Protex AI AI Safety Software Introduction

11.5.4 Protex AI Revenue in AI Safety Software Business (2019-2024)

11.5.5 Protex AI Recent Development

11.6 Safety Mojo

11.6.1 Safety Mojo Company Details

11.6.2 Safety Mojo Business Overview

11.6.3 Safety Mojo AI Safety Software Introduction

11.6.4 Safety Mojo Revenue in AI Safety Software Business (2019-2024)

11.6.5 Safety Mojo Recent Development

11.7 Surveily

11.7.1 Surveily Company Details

11.7.2 Surveily Business Overview

11.7.3 Surveily AI Safety Software Introduction

11.7.4 Surveily Revenue in AI Safety Software Business (2019-2024)

11.7.5 Surveily Recent Development

11.8 viAct

11.8.1 viAct Company Details

11.8.2 viAct Business Overview

11.8.3 viAct AI Safety Software Introduction

11.8.4 viAct Revenue in AI Safety Software Business (2019-2024)

11.8.5 viAct Recent Development

11.9 Voxel

11.9.1 Voxel Company Details

11.9.2 Voxel Business Overview

11.9.3 Voxel AI Safety Software Introduction

11.9.4 Voxel Revenue in AI Safety Software Business (2019-2024)

11.9.5 Voxel Recent Development

12 Analyst's Viewpoints/Conclusions

13 Appendix

13.1 Research Methodology

13.1.1 Methodology/Research Approach

13.1.1.1 Research Programs/Design

13.1.1.2 Market Size Estimation

13.1.1.3 Market Breakdown and Data Triangulation

13.1.2 Data Source

13.1.2.1 Secondary Sources

13.1.2.2 Primary Sources

13.2 Author Details

13.3 Disclaimer

FEATURED COMPANIES

iCetana

Intenseye

NIST

ViAct

VoXel

Azure AI

Protex AI

Safety Mojo

Surveily

List of Tables

Table 1. Global AI Safety Software Market Size Growth Rate by Type (US$ Million): 2019 VS 2023 VS 2030

Table 2. Key Players of On-Premises Software

Table 3. Key Players of Cloud-Based Software

Table 4. Global AI Safety Software Market Size Growth by Application (US$ Million): 2019 VS 2023 VS 2030

Table 5. Global AI Safety Software Market Size by Region (US$ Million): 2019 VS 2023 VS 2030

Table 6. Global AI Safety Software Market Size by Region (2019-2024) & (US$ Million)

Table 7. Global AI Safety Software Market Share by Region (2019-2024)

Table 8. Global AI Safety Software Forecasted Market Size by Region (2025-2030) & (US$ Million)

Table 9. Global AI Safety Software Market Share by Region (2025-2030)

Table 10. AI Safety Software Market Trends

Table 11. AI Safety Software Market Drivers

Table 12. AI Safety Software Market Challenges

Table 13. AI Safety Software Market Restraints

Table 14. Global AI Safety Software Revenue by Players (2019-2024) & (US$ Million)

Table 15. Global AI Safety Software Market Share by Players (2019-2024)

Table 16. Global Top AI Safety Software Players by Company Type (Tier 1, Tier 2, and Tier 3) & (based on the Revenue in AI Safety Software as of 2023)

Table 17. Ranking of Global Top AI Safety Software Companies by Revenue (US$ Million) in 2023

Table 18. Global 5 Largest Players Market Share by AI Safety Software Revenue (CR5 and HHI) & (2019-2024)

Table 19. Global Key Players of AI Safety Software, Headquarters and Area Served

Table 20. Global Key Players of AI Safety Software, Product and Application

Table 21. Global Key Players of AI Safety Software, Date of Enter into This Industry

Table 22. Mergers & Acquisitions, Expansion Plans

Table 23. Global AI Safety Software Market Size by Type (2019-2024) & (US$ Million)

Table 24. Global AI Safety Software Revenue Market Share by Type (2019-2024)

Table 25. Global AI Safety Software Forecasted Market Size by Type (2025-2030) & (US$ Million)

Table 26. Global AI Safety Software Revenue Market Share by Type (2025-2030)

Table 27. Global AI Safety Software Market Size by Application (2019-2024) & (US$ Million)

Table 28. Global AI Safety Software Revenue Market Share by Application (2019-2024)

Table 29. Global AI Safety Software Forecasted Market Size by Application (2025-2030) & (US$ Million)

Table 30. Global AI Safety Software Revenue Market Share by Application (2025-2030)

Table 31. North America AI Safety Software Market Size Growth Rate by Country (US$ Million): 2019 VS 2023 VS 2030

Table 32. North America AI Safety Software Market Size by Country (2019-2024) & (US$ Million)

Table 33. North America AI Safety Software Market Size by Country (2025-2030) & (US$ Million)

Table 34. Europe AI Safety Software Market Size Growth Rate by Country (US$ Million): 2019 VS 2023 VS 2030

Table 35. Europe AI Safety Software Market Size by Country (2019-2024) & (US$ Million)

Table 36. Europe AI Safety Software Market Size by Country (2025-2030) & (US$ Million)

Table 37. Asia-Pacific AI Safety Software Market Size Growth Rate by Country (US$ Million): 2019 VS 2023 VS 2030

Table 38. Asia-Pacific AI Safety Software Market Size by Region (2019-2024) & (US$ Million)

Table 39. Asia-Pacific AI Safety Software Market Size by Region (2025-2030) & (US$ Million)

Table 40. Latin America AI Safety Software Market Size Growth Rate by Country (US$ Million): 2019 VS 2023 VS 2030

Table 41. Latin America AI Safety Software Market Size by Country (2019-2024) & (US$ Million)

Table 42. Latin America AI Safety Software Market Size by Country (2025-2030) & (US$ Million)

Table 43. Middle East & Africa AI Safety Software Market Size Growth Rate by Country (US$ Million): 2019 VS 2023 VS 2030

Table 44. Middle East & Africa AI Safety Software Market Size by Country (2019-2024) & (US$ Million)

Table 45. Middle East & Africa AI Safety Software Market Size by Country (2025-2030) & (US$ Million)

Table 46. Azure AI Company Details

Table 47. Azure AI Business Overview

Table 48. Azure AI AI Safety Software Product

Table 49. Azure AI Revenue in AI Safety Software Business (2019-2024) & (US$ Million)

Table 50. Azure AI Recent Development

Table 51. icetana Company Details

Table 52. icetana Business Overview

Table 53. icetana AI Safety Software Product

Table 54. icetana Revenue in AI Safety Software Business (2019-2024) & (US$ Million)

Table 55. icetana Recent Development

Table 56. Intenseye Company Details

Table 57. Intenseye Business Overview

Table 58. Intenseye AI Safety Software Product

Table 59. Intenseye Revenue in AI Safety Software Business (2019-2024) & (US$ Million)

Table 60. Intenseye Recent Development

Table 61. NIST Company Details

Table 62. NIST Business Overview

Table 63. NIST AI Safety Software Product

Table 64. NIST Revenue in AI Safety Software Business (2019-2024) & (US$ Million)

Table 65. NIST Recent Development

Table 66. Protex AI Company Details

Table 67. Protex AI Business Overview

Table 68. Protex AI AI Safety Software Product

Table 69. Protex AI Revenue in AI Safety Software Business (2019-2024) & (US$ Million)

Table 70. Protex AI Recent Development

Table 71. Safety Mojo Company Details

Table 72. Safety Mojo Business Overview

Table 73. Safety Mojo AI Safety Software Product

Table 74. Safety Mojo Revenue in AI Safety Software Business (2019-2024) & (US$ Million)

Table 75. Safety Mojo Recent Development

Table 76. Surveily Company Details

Table 77. Surveily Business Overview

Table 78. Surveily AI Safety Software Product

Table 79. Surveily Revenue in AI Safety Software Business (2019-2024) & (US$ Million)

Table 80. Surveily Recent Development

Table 81. viAct Company Details

Table 82. viAct Business Overview

Table 83. viAct AI Safety Software Product

Table 84. viAct Revenue in AI Safety Software Business (2019-2024) & (US$ Million)

Table 85. viAct Recent Development

Table 86. Voxel Company Details

Table 87. Voxel Business Overview

Table 88. Voxel AI Safety Software Product

Table 89. Voxel Revenue in AI Safety Software Business (2019-2024) & (US$ Million)

Table 90. Voxel Recent Development

Table 91. Research Programs/Design for This Report

Table 92. Key Data Information from Secondary Sources

Table 93. Key Data Information from Primary Sources

Table 94. Authors List of This Report

List of Figures

Figure 1. AI Safety Software Picture

Figure 2. Global AI Safety Software Market Size Comparison by Type (2024-2030) & (US$ Million)

Figure 3. Global AI Safety Software Market Share by Type: 2023 VS 2030

Figure 4. On-Premises Software Features

Figure 5. Cloud-Based Software Features

Figure 6. Global AI Safety Software Market Size by Application (2024-2030) & (US$ Million)

Figure 7. Global AI Safety Software Market Share by Application: 2023 VS 2030

Figure 8. Corporate Users Case Studies

Figure 9. Individual Users Case Studies

Figure 10. AI Safety Software Report Years Considered

Figure 11. Global AI Safety Software Market Size (US$ Million), Year-over-Year: 2019-2030

Figure 12. Global AI Safety Software Market Size, (US$ Million), 2019 VS 2023 VS 2030

Figure 13. Global AI Safety Software Market Share by Region: 2023 VS 2030

Figure 14. Global AI Safety Software Market Share by Players in 2023

Figure 15. Global Top AI Safety Software Players by Company Type (Tier 1, Tier 2, and Tier 3) & (based on the Revenue in AI Safety Software as of 2023)

Figure 16. The Top 10 and 5 Players Market Share by AI Safety Software Revenue in 2023

Figure 17. North America AI Safety Software Market Size YoY Growth (2019-2030) & (US$ Million)

Figure 18. North America AI Safety Software Market Share by Country (2019-2030)

Figure 19. United States AI Safety Software Market Size YoY Growth (2019-2030) & (US$ Million)

Figure 20. Canada AI Safety Software Market Size YoY Growth (2019-2030) & (US$ Million)

Figure 21. Europe AI Safety Software Market Size YoY Growth (2019-2030) & (US$ Million)

Figure 22. Europe AI Safety Software Market Share by Country (2019-2030)

Figure 23. Germany AI Safety Software Market Size YoY Growth (2019-2030) & (US$ Million)

Figure 24. France AI Safety Software Market Size YoY Growth (2019-2030) & (US$ Million)

Figure 25. U.K. AI Safety Software Market Size YoY Growth (2019-2030) & (US$ Million)

Figure 26. Italy AI Safety Software Market Size YoY Growth (2019-2030) & (US$ Million)

Figure 27. Russia AI Safety Software Market Size YoY Growth (2019-2030) & (US$ Million)

Figure 28. Nordic Countries AI Safety Software Market Size YoY Growth (2019-2030) & (US$ Million)

Figure 29. Asia-Pacific AI Safety Software Market Size YoY Growth (2019-2030) & (US$ Million)

Figure 30. Asia-Pacific AI Safety Software Market Share by Region (2019-2030)

Figure 31. China AI Safety Software Market Size YoY Growth (2019-2030) & (US$ Million)

Figure 32. Japan AI Safety Software Market Size YoY Growth (2019-2030) & (US$ Million)

Figure 33. South Korea AI Safety Software Market Size YoY Growth (2019-2030) & (US$ Million)

Figure 34. Southeast Asia AI Safety Software Market Size YoY Growth (2019-2030) & (US$ Million)

Figure 35. India AI Safety Software Market Size YoY Growth (2019-2030) & (US$ Million)

Figure 36. Australia AI Safety Software Market Size YoY Growth (2019-2030) & (US$ Million)

Figure 37. Latin America AI Safety Software Market Size YoY Growth (2019-2030) & (US$ Million)

Figure 38. Latin America AI Safety Software Market Share by Country (2019-2030)

Figure 39. Mexico AI Safety Software Market Size YoY Growth (2019-2030) & (US$ Million)

Figure 40. Brazil AI Safety Software Market Size YoY Growth (2019-2030) & (US$ Million)

Figure 41. Middle East & Africa AI Safety Software Market Size YoY Growth (2019-2030) & (US$ Million)

Figure 42. Middle East & Africa AI Safety Software Market Share by Country (2019-2030)

Figure 43. Turkey AI Safety Software Market Size YoY Growth (2019-2030) & (US$ Million)

Figure 44. Saudi Arabia AI Safety Software Market Size YoY Growth (2019-2030) & (US$ Million)

Figure 45. UAE AI Safety Software Market Size YoY Growth (2019-2030) & (US$ Million)

Figure 46. Azure AI Revenue Growth Rate in AI Safety Software Business (2019-2024)

Figure 47. icetana Revenue Growth Rate in AI Safety Software Business (2019-2024)

Figure 48. Intenseye Revenue Growth Rate in AI Safety Software Business (2019-2024)

Figure 49. NIST Revenue Growth Rate in AI Safety Software Business (2019-2024)

Figure 50. Protex AI Revenue Growth Rate in AI Safety Software Business (2019-2024)

Figure 51. Safety Mojo Revenue Growth Rate in AI Safety Software Business (2019-2024)

Figure 52. Surveily Revenue Growth Rate in AI Safety Software Business (2019-2024)

Figure 53. viAct Revenue Growth Rate in AI Safety Software Business (2019-2024)

Figure 54. Voxel Revenue Growth Rate in AI Safety Software Business (2019-2024)

Figure 55. Bottom-up and Top-down Approaches for This Report

Figure 56. Data Triangulation

Figure 57. Key Executives Interviewed

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