AI & machine learning operationalization software allows users to manage and monitor machine learning models. The software provides a way to monitor the health, performance, and accuracy of models, as well as iterate on those models in a collaborative manner. This enables businesses to scale machine learning across an entire organization and make a tangible business impact.
This report aims to provide a comprehensive presentation of the global market for AI & Machine Learning Operationalization 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 & Machine Learning Operationalization Software. This report contains market size and forecasts of AI & Machine Learning Operationalization Software in global, including the following market information:
Global AI & Machine Learning Operationalization Software Market Revenue, 2018-2023, 2024-2030, ($ millions)
Global top five companies in 2022 (%)
The global AI & Machine Learning Operationalization Software market was valued at US$ million in 2022 and is projected to reach US$ million by 2029, at a CAGR of % during the forecast period. The influence of COVID-19 and the Russia-Ukraine War were considered while estimating market sizes.
The U.S. Market is Estimated at $ Million in 2022, While China is to reach $ Million.
Cloud-Based Segment to Reach $ Million by 2029, with a % CAGR in next six years.
The global key manufacturers of AI & Machine Learning Operationalization Software include Algorithmia, Spell, Valohai Ltd, 5Analytics, Cognitivescale, Datatron Technologies, Acusense Technologies, Determined AI and DreamQuark, etc. in 2022, the global top five players have a share approximately % in terms of revenue.
We surveyed the AI & Machine Learning Operationalization Software companies, and industry experts on this industry, involving the revenue, demand, product type, recent developments and plans, industry trends, drivers, challenges, obstacles, and potential risks.
Total Market by Segment:
Global AI & Machine Learning Operationalization Software Market, by Type, 2018-2023, 2024-2030 ($ millions)
Global AI & Machine Learning Operationalization Software Market Segment Percentages, by Type, 2022 (%)
Cloud-Based
Web-Based
Global AI & Machine Learning Operationalization Software Market, by Application, 2018-2023, 2024-2030 ($ millions)
Global AI & Machine Learning Operationalization Software Market Segment Percentages, by Application, 2022 (%)
Large Enterprises
SMEs
Global AI & Machine Learning Operationalization Software Market, By Region and Country, 2018-2023, 2024-2030 ($ Millions)
Global AI & Machine Learning Operationalization Software Market Segment Percentages, By Region and Country, 2022 (%)
North America
US
Canada
Mexico
Europe
Germany
France
U.K.
Italy
Russia
Nordic Countries
Benelux
Rest of Europe
Asia
China
Japan
South Korea
Southeast Asia
India
Rest of Asia
South America
Brazil
Argentina
Rest of South America
Middle East & Africa
Turkey
Israel
Saudi Arabia
UAE
Rest of Middle East & Africa
Competitor Analysis
The report also provides analysis of leading market participants including:
Key companies AI & Machine Learning Operationalization Software revenues in global market, 2018-2023 (estimated), ($ millions)
Key companies AI & Machine Learning Operationalization Software revenues share in global market, 2022 (%)
Further, the report presents profiles of competitors in the market, key players include:
Algorithmia
Spell
Valohai Ltd
5Analytics
Cognitivescale
Datatron Technologies
Acusense Technologies
Determined AI
DreamQuark
Logical Clocks
IBM
Imandra
Iterative
Databricks
ParallelM
MLPerf
Neptune Labs
Numericcal
Peltarion
Weights & Biases
WidgetBrain
Outline of Major Chapters:
Chapter 1: Introduces the definition of AI & Machine Learning Operationalization Software, market overview.
Chapter 2: Global AI & Machine Learning Operationalization Software market size in revenue.
Chapter 3: Detailed analysis of AI & Machine Learning Operationalization Software company competitive landscape, revenue and 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: Sales of AI & Machine Learning Operationalization Software in regional level and country level. 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 of each country in the world.
Chapter 7: 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 8: The main points and conclusions of the report.
TABLE OF CONTENTS
1 Introduction to Research & Analysis Reports
1.1 AI & Machine Learning Operationalization Software Market Definition
1.2 Market Segments
1.2.1 Market by Type
1.2.2 Market by Application
1.3 Global AI & Machine Learning Operationalization Software Market Overview
1.4 Features & Benefits of This Report
1.5 Methodology & Sources of Information
1.5.1 Research Methodology
1.5.2 Research Process
1.5.3 Base Year
1.5.4 Report Assumptions & Caveats
2 Global AI & Machine Learning Operationalization Software Overall Market Size
2.1 Global AI & Machine Learning Operationalization Software Market Size: 2022 VS 2030
2.2 Global AI & Machine Learning Operationalization Software Market Size, Prospects & Forecasts: 2018-2030
2.3 Key Market Trends, Opportunity, Drivers and Restraints
2.3.1 Market Opportunities & Trends
2.3.2 Market Drivers
2.3.3 Market Restraints
3 Company Landscape
3.1 Top AI & Machine Learning Operationalization Software Players in Global Market
3.2 Top Global AI & Machine Learning Operationalization Software Companies Ranked by Revenue
3.3 Global AI & Machine Learning Operationalization Software Revenue by Companies
3.4 Top 3 and Top 5 AI & Machine Learning Operationalization Software Companies in Global Market, by Revenue in 2022
3.5 Global Companies AI & Machine Learning Operationalization Software Product Type
3.6 Tier 1, Tier 2 and Tier 3 AI & Machine Learning Operationalization Software Players in Global Market
3.6.1 List of Global Tier 1 AI & Machine Learning Operationalization Software Companies
3.6.2 List of Global Tier 2 and Tier 3 AI & Machine Learning Operationalization Software Companies
4 Market Sights by Product
4.1 Overview
4.1.1 By Type - Global AI & Machine Learning Operationalization Software Market Size Markets, 2022 & 2030
4.1.2 Cloud-Based
4.1.3 Web-Based
4.2 By Type - Global AI & Machine Learning Operationalization Software Revenue & Forecasts
4.2.1 By Type - Global AI & Machine Learning Operationalization Software Revenue, 2018-2023
4.2.2 By Type - Global AI & Machine Learning Operationalization Software Revenue, 2024-2030
4.2.3 By Type - Global AI & Machine Learning Operationalization Software Revenue Market Share, 2018-2030
5 Sights by Application
5.1 Overview
5.1.1 By Application - Global AI & Machine Learning Operationalization Software Market Size, 2022 & 2030
5.1.2 Large Enterprises
5.1.3 SMEs
5.2 By Application - Global AI & Machine Learning Operationalization Software Revenue & Forecasts
5.2.1 By Application - Global AI & Machine Learning Operationalization Software Revenue, 2018-2023
5.2.2 By Application - Global AI & Machine Learning Operationalization Software Revenue, 2024-2030
5.2.3 By Application - Global AI & Machine Learning Operationalization Software Revenue Market Share, 2018-2030
6 Sights by Region
6.1 By Region - Global AI & Machine Learning Operationalization Software Market Size, 2022 & 2030
6.2 By Region - Global AI & Machine Learning Operationalization Software Revenue & Forecasts
6.2.1 By Region - Global AI & Machine Learning Operationalization Software Revenue, 2018-2023
6.2.2 By Region - Global AI & Machine Learning Operationalization Software Revenue, 2024-2030
6.2.3 By Region - Global AI & Machine Learning Operationalization Software Revenue Market Share, 2018-2030
6.3 North America
6.3.1 By Country - North America AI & Machine Learning Operationalization Software Revenue, 2018-2030
6.3.2 US AI & Machine Learning Operationalization Software Market Size, 2018-2030
6.3.3 Canada AI & Machine Learning Operationalization Software Market Size, 2018-2030
6.3.4 Mexico AI & Machine Learning Operationalization Software Market Size, 2018-2030
6.4 Europe
6.4.1 By Country - Europe AI & Machine Learning Operationalization Software Revenue, 2018-2030
6.4.2 Germany AI & Machine Learning Operationalization Software Market Size, 2018-2030
6.4.3 France AI & Machine Learning Operationalization Software Market Size, 2018-2030
6.4.4 U.K. AI & Machine Learning Operationalization Software Market Size, 2018-2030
6.4.5 Italy AI & Machine Learning Operationalization Software Market Size, 2018-2030
6.4.6 Russia AI & Machine Learning Operationalization Software Market Size, 2018-2030
6.4.7 Nordic Countries AI & Machine Learning Operationalization Software Market Size, 2018-2030
6.4.8 Benelux AI & Machine Learning Operationalization Software Market Size, 2018-2030
6.5 Asia
6.5.1 By Region - Asia AI & Machine Learning Operationalization Software Revenue, 2018-2030
6.5.2 China AI & Machine Learning Operationalization Software Market Size, 2018-2030
6.5.3 Japan AI & Machine Learning Operationalization Software Market Size, 2018-2030
6.5.4 South Korea AI & Machine Learning Operationalization Software Market Size, 2018-2030
6.5.5 Southeast Asia AI & Machine Learning Operationalization Software Market Size, 2018-2030
6.5.6 India AI & Machine Learning Operationalization Software Market Size, 2018-2030
6.6 South America
6.6.1 By Country - South America AI & Machine Learning Operationalization Software Revenue, 2018-2030
6.6.2 Brazil AI & Machine Learning Operationalization Software Market Size, 2018-2030
6.6.3 Argentina AI & Machine Learning Operationalization Software Market Size, 2018-2030
6.7 Middle East & Africa
6.7.1 By Country - Middle East & Africa AI & Machine Learning Operationalization Software Revenue, 2018-2030
6.7.2 Turkey AI & Machine Learning Operationalization Software Market Size, 2018-2030
6.7.3 Israel AI & Machine Learning Operationalization Software Market Size, 2018-2030
6.7.4 Saudi Arabia AI & Machine Learning Operationalization Software Market Size, 2018-2030
6.7.5 UAE AI & Machine Learning Operationalization Software Market Size, 2018-2030
7 AI & Machine Learning Operationalization Software Companies Profiles
7.1 Algorithmia
7.1.1 Algorithmia Company Summary
7.1.2 Algorithmia Business Overview
7.1.3 Algorithmia AI & Machine Learning Operationalization Software Major Product Offerings
7.1.4 Algorithmia AI & Machine Learning Operationalization Software Revenue in Global Market (2018-2023)
7.1.5 Algorithmia Key News & Latest Developments
7.2 Spell
7.2.1 Spell Company Summary
7.2.2 Spell Business Overview
7.2.3 Spell AI & Machine Learning Operationalization Software Major Product Offerings
7.2.4 Spell AI & Machine Learning Operationalization Software Revenue in Global Market (2018-2023)
7.2.5 Spell Key News & Latest Developments
7.3 Valohai Ltd
7.3.1 Valohai Ltd Company Summary
7.3.2 Valohai Ltd Business Overview
7.3.3 Valohai Ltd AI & Machine Learning Operationalization Software Major Product Offerings
7.3.4 Valohai Ltd AI & Machine Learning Operationalization Software Revenue in Global Market (2018-2023)
7.3.5 Valohai Ltd Key News & Latest Developments
7.4 5Analytics
7.4.1 5Analytics Company Summary
7.4.2 5Analytics Business Overview
7.4.3 5Analytics AI & Machine Learning Operationalization Software Major Product Offerings
7.4.4 5Analytics AI & Machine Learning Operationalization Software Revenue in Global Market (2018-2023)
7.4.5 5Analytics Key News & Latest Developments
7.5 Cognitivescale
7.5.1 Cognitivescale Company Summary
7.5.2 Cognitivescale Business Overview
7.5.3 Cognitivescale AI & Machine Learning Operationalization Software Major Product Offerings
7.5.4 Cognitivescale AI & Machine Learning Operationalization Software Revenue in Global Market (2018-2023)
7.5.5 Cognitivescale Key News & Latest Developments
7.6 Datatron Technologies
7.6.1 Datatron Technologies Company Summary
7.6.2 Datatron Technologies Business Overview
7.6.3 Datatron Technologies AI & Machine Learning Operationalization Software Major Product Offerings
7.6.4 Datatron Technologies AI & Machine Learning Operationalization Software Revenue in Global Market (2018-2023)
7.6.5 Datatron Technologies Key News & Latest Developments
7.7 Acusense Technologies
7.7.1 Acusense Technologies Company Summary
7.7.2 Acusense Technologies Business Overview
7.7.3 Acusense Technologies AI & Machine Learning Operationalization Software Major Product Offerings
7.7.4 Acusense Technologies AI & Machine Learning Operationalization Software Revenue in Global Market (2018-2023)
7.7.5 Acusense Technologies Key News & Latest Developments
7.8 Determined AI
7.8.1 Determined AI Company Summary
7.8.2 Determined AI Business Overview
7.8.3 Determined AI AI & Machine Learning Operationalization Software Major Product Offerings
7.8.4 Determined AI AI & Machine Learning Operationalization Software Revenue in Global Market (2018-2023)
7.8.5 Determined AI Key News & Latest Developments
7.9 DreamQuark
7.9.1 DreamQuark Company Summary
7.9.2 DreamQuark Business Overview
7.9.3 DreamQuark AI & Machine Learning Operationalization Software Major Product Offerings
7.9.4 DreamQuark AI & Machine Learning Operationalization Software Revenue in Global Market (2018-2023)
7.9.5 DreamQuark Key News & Latest Developments
7.10 Logical Clocks
7.10.1 Logical Clocks Company Summary
7.10.2 Logical Clocks Business Overview
7.10.3 Logical Clocks AI & Machine Learning Operationalization Software Major Product Offerings
7.10.4 Logical Clocks AI & Machine Learning Operationalization Software Revenue in Global Market (2018-2023)
7.10.5 Logical Clocks Key News & Latest Developments
7.11 IBM
7.11.1 IBM Company Summary
7.11.2 IBM Business Overview
7.11.3 IBM AI & Machine Learning Operationalization Software Major Product Offerings
7.11.4 IBM AI & Machine Learning Operationalization Software Revenue in Global Market (2018-2023)
7.11.5 IBM Key News & Latest Developments
7.12 Imandra
7.12.1 Imandra Company Summary
7.12.2 Imandra Business Overview
7.12.3 Imandra AI & Machine Learning Operationalization Software Major Product Offerings
7.12.4 Imandra AI & Machine Learning Operationalization Software Revenue in Global Market (2018-2023)
7.12.5 Imandra Key News & Latest Developments
7.13 Iterative
7.13.1 Iterative Company Summary
7.13.2 Iterative Business Overview
7.13.3 Iterative AI & Machine Learning Operationalization Software Major Product Offerings
7.13.4 Iterative AI & Machine Learning Operationalization Software Revenue in Global Market (2018-2023)
7.13.5 Iterative Key News & Latest Developments
7.14 Databricks
7.14.1 Databricks Company Summary
7.14.2 Databricks Business Overview
7.14.3 Databricks AI & Machine Learning Operationalization Software Major Product Offerings
7.14.4 Databricks AI & Machine Learning Operationalization Software Revenue in Global Market (2018-2023)
7.14.5 Databricks Key News & Latest Developments
7.15 ParallelM
7.15.1 ParallelM Company Summary
7.15.2 ParallelM Business Overview
7.15.3 ParallelM AI & Machine Learning Operationalization Software Major Product Offerings
7.15.4 ParallelM AI & Machine Learning Operationalization Software Revenue in Global Market (2018-2023)
7.15.5 ParallelM Key News & Latest Developments
7.16 MLPerf
7.16.1 MLPerf Company Summary
7.16.2 MLPerf Business Overview
7.16.3 MLPerf AI & Machine Learning Operationalization Software Major Product Offerings
7.16.4 MLPerf AI & Machine Learning Operationalization Software Revenue in Global Market (2018-2023)
7.16.5 MLPerf Key News & Latest Developments
7.17 Neptune Labs
7.17.1 Neptune Labs Company Summary
7.17.2 Neptune Labs Business Overview
7.17.3 Neptune Labs AI & Machine Learning Operationalization Software Major Product Offerings
7.17.4 Neptune Labs AI & Machine Learning Operationalization Software Revenue in Global Market (2018-2023)
7.17.5 Neptune Labs Key News & Latest Developments
7.18 Numericcal
7.18.1 Numericcal Company Summary
7.18.2 Numericcal Business Overview
7.18.3 Numericcal AI & Machine Learning Operationalization Software Major Product Offerings
7.18.4 Numericcal AI & Machine Learning Operationalization Software Revenue in Global Market (2018-2023)
7.18.5 Numericcal Key News & Latest Developments
7.19 Peltarion
7.19.1 Peltarion Company Summary
7.19.2 Peltarion Business Overview
7.19.3 Peltarion AI & Machine Learning Operationalization Software Major Product Offerings
7.19.4 Peltarion AI & Machine Learning Operationalization Software Revenue in Global Market (2018-2023)
7.19.5 Peltarion Key News & Latest Developments
7.20 Weights & Biases
7.20.1 Weights & Biases Company Summary
7.20.2 Weights & Biases Business Overview
7.20.3 Weights & Biases AI & Machine Learning Operationalization Software Major Product Offerings
7.20.4 Weights & Biases AI & Machine Learning Operationalization Software Revenue in Global Market (2018-2023)
7.20.5 Weights & Biases Key News & Latest Developments
7.21 WidgetBrain
7.21.1 WidgetBrain Company Summary
7.21.2 WidgetBrain Business Overview
7.21.3 WidgetBrain AI & Machine Learning Operationalization Software Major Product Offerings
7.21.4 WidgetBrain AI & Machine Learning Operationalization Software Revenue in Global Market (2018-2023)
7.21.5 WidgetBrain Key News & Latest Developments
8 Conclusion
9 Appendix
9.1 Note
9.2 Examples of Clients
9.3 Disclaimer
LIST OF TABLES & FIGURES
List of Tables
Table 1. AI & Machine Learning Operationalization Software Market Opportunities & Trends in Global Market
Table 2. AI & Machine Learning Operationalization Software Market Drivers in Global Market
Table 3. AI & Machine Learning Operationalization Software Market Restraints in Global Market
Table 4. Key Players of AI & Machine Learning Operationalization Software in Global Market
Table 5. Top AI & Machine Learning Operationalization Software Players in Global Market, Ranking by Revenue (2022)
Table 6. Global AI & Machine Learning Operationalization Software Revenue by Companies, (US$, Mn), 2018-2023
Table 7. Global AI & Machine Learning Operationalization Software Revenue Share by Companies, 2018-2023
Table 8. Global Companies AI & Machine Learning Operationalization Software Product Type
Table 9. List of Global Tier 1 AI & Machine Learning Operationalization Software Companies, Revenue (US$, Mn) in 2022 and Market Share
Table 10. List of Global Tier 2 and Tier 3 AI & Machine Learning Operationalization Software Companies, Revenue (US$, Mn) in 2022 and Market Share
Table 11. By Type ? Global AI & Machine Learning Operationalization Software Revenue, (US$, Mn), 2022 & 2030
Table 12. By Type - AI & Machine Learning Operationalization Software Revenue in Global (US$, Mn), 2018-2023
Table 13. By Type - AI & Machine Learning Operationalization Software Revenue in Global (US$, Mn), 2024-2030
Table 14. By Application ? Global AI & Machine Learning Operationalization Software Revenue, (US$, Mn), 2022 & 2030
Table 15. By Application - AI & Machine Learning Operationalization Software Revenue in Global (US$, Mn), 2018-2023
Table 16. By Application - AI & Machine Learning Operationalization Software Revenue in Global (US$, Mn), 2024-2030
Table 17. By Region ? Global AI & Machine Learning Operationalization Software Revenue, (US$, Mn), 2022 & 2030
Table 18. By Region - Global AI & Machine Learning Operationalization Software Revenue (US$, Mn), 2018-2023
Table 19. By Region - Global AI & Machine Learning Operationalization Software Revenue (US$, Mn), 2024-2030
Table 20. By Country - North America AI & Machine Learning Operationalization Software Revenue, (US$, Mn), 2018-2023
Table 21. By Country - North America AI & Machine Learning Operationalization Software Revenue, (US$, Mn), 2024-2030
Table 22. By Country - Europe AI & Machine Learning Operationalization Software Revenue, (US$, Mn), 2018-2023
Table 23. By Country - Europe AI & Machine Learning Operationalization Software Revenue, (US$, Mn), 2024-2030
Table 24. By Region - Asia AI & Machine Learning Operationalization Software Revenue, (US$, Mn), 2018-2023
Table 25. By Region - Asia AI & Machine Learning Operationalization Software Revenue, (US$, Mn), 2024-2030
Table 26. By Country - South America AI & Machine Learning Operationalization Software Revenue, (US$, Mn), 2018-2023
Table 27. By Country - South America AI & Machine Learning Operationalization Software Revenue, (US$, Mn), 2024-2030
Table 28. By Country - Middle East & Africa AI & Machine Learning Operationalization Software Revenue, (US$, Mn), 2018-2023
Table 29. By Country - Middle East & Africa AI & Machine Learning Operationalization Software Revenue, (US$, Mn), 2024-2030
Table 30. Algorithmia Company Summary
Table 31. Algorithmia AI & Machine Learning Operationalization Software Product Offerings
Table 32. Algorithmia AI & Machine Learning Operationalization Software Revenue (US$, Mn) & (2018-2023)
Table 33. Algorithmia Key News & Latest Developments
Table 34. Spell Company Summary
Table 35. Spell AI & Machine Learning Operationalization Software Product Offerings
Table 36. Spell AI & Machine Learning Operationalization Software Revenue (US$, Mn) & (2018-2023)
Table 37. Spell Key News & Latest Developments
Table 38. Valohai Ltd Company Summary
Table 39. Valohai Ltd AI & Machine Learning Operationalization Software Product Offerings
Table 40. Valohai Ltd AI & Machine Learning Operationalization Software Revenue (US$, Mn) & (2018-2023)
Table 41. Valohai Ltd Key News & Latest Developments
Table 42. 5Analytics Company Summary
Table 43. 5Analytics AI & Machine Learning Operationalization Software Product Offerings
Table 44. 5Analytics AI & Machine Learning Operationalization Software Revenue (US$, Mn) & (2018-2023)
Table 45. 5Analytics Key News & Latest Developments
Table 46. Cognitivescale Company Summary
Table 47. Cognitivescale AI & Machine Learning Operationalization Software Product Offerings
Table 48. Cognitivescale AI & Machine Learning Operationalization Software Revenue (US$, Mn) & (2018-2023)
Table 49. Cognitivescale Key News & Latest Developments
Table 50. Datatron Technologies Company Summary
Table 51. Datatron Technologies AI & Machine Learning Operationalization Software Product Offerings
Table 52. Datatron Technologies AI & Machine Learning Operationalization Software Revenue (US$, Mn) & (2018-2023)
Table 53. Datatron Technologies Key News & Latest Developments
Table 54. Acusense Technologies Company Summary
Table 55. Acusense Technologies AI & Machine Learning Operationalization Software Product Offerings
Table 56. Acusense Technologies AI & Machine Learning Operationalization Software Revenue (US$, Mn) & (2018-2023)
Table 57. Acusense Technologies Key News & Latest Developments
Table 58. Determined AI Company Summary
Table 59. Determined AI AI & Machine Learning Operationalization Software Product Offerings
Table 60. Determined AI AI & Machine Learning Operationalization Software Revenue (US$, Mn) & (2018-2023)
Table 61. Determined AI Key News & Latest Developments
Table 62. DreamQuark Company Summary
Table 63. DreamQuark AI & Machine Learning Operationalization Software Product Offerings
Table 64. DreamQuark AI & Machine Learning Operationalization Software Revenue (US$, Mn) & (2018-2023)
Table 65. DreamQuark Key News & Latest Developments
Table 66. Logical Clocks Company Summary
Table 67. Logical Clocks AI & Machine Learning Operationalization Software Product Offerings
Table 68. Logical Clocks AI & Machine Learning Operationalization Software Revenue (US$, Mn) & (2018-2023)
Table 69. Logical Clocks Key News & Latest Developments
Table 70. IBM Company Summary
Table 71. IBM AI & Machine Learning Operationalization Software Product Offerings
Table 72. IBM AI & Machine Learning Operationalization Software Revenue (US$, Mn) & (2018-2023)
Table 73. IBM Key News & Latest Developments
Table 74. Imandra Company Summary
Table 75. Imandra AI & Machine Learning Operationalization Software Product Offerings
Table 76. Imandra AI & Machine Learning Operationalization Software Revenue (US$, Mn) & (2018-2023)
Table 77. Imandra Key News & Latest Developments
Table 78. Iterative Company Summary
Table 79. Iterative AI & Machine Learning Operationalization Software Product Offerings
Table 80. Iterative AI & Machine Learning Operationalization Software Revenue (US$, Mn) & (2018-2023)
Table 81. Iterative Key News & Latest Developments
Table 82. Databricks Company Summary
Table 83. Databricks AI & Machine Learning Operationalization Software Product Offerings
Table 84. Databricks AI & Machine Learning Operationalization Software Revenue (US$, Mn) & (2018-2023)
Table 85. Databricks Key News & Latest Developments
Table 86. ParallelM Company Summary
Table 87. ParallelM AI & Machine Learning Operationalization Software Product Offerings
Table 88. ParallelM AI & Machine Learning Operationalization Software Revenue (US$, Mn) & (2018-2023)
Table 89. ParallelM Key News & Latest Developments
Table 90. MLPerf Company Summary
Table 91. MLPerf AI & Machine Learning Operationalization Software Product Offerings
Table 92. MLPerf AI & Machine Learning Operationalization Software Revenue (US$, Mn) & (2018-2023)
Table 93. MLPerf Key News & Latest Developments
Table 94. Neptune Labs Company Summary
Table 95. Neptune Labs AI & Machine Learning Operationalization Software Product Offerings
Table 96. Neptune Labs AI & Machine Learning Operationalization Software Revenue (US$, Mn) & (2018-2023)
Table 97. Neptune Labs Key News & Latest Developments
Table 98. Numericcal Company Summary
Table 99. Numericcal AI & Machine Learning Operationalization Software Product Offerings
Table 100. Numericcal AI & Machine Learning Operationalization Software Revenue (US$, Mn) & (2018-2023)
Table 101. Numericcal Key News & Latest Developments
Table 102. Peltarion Company Summary
Table 103. Peltarion AI & Machine Learning Operationalization Software Product Offerings
Table 104. Peltarion AI & Machine Learning Operationalization Software Revenue (US$, Mn) & (2018-2023)
Table 105. Peltarion Key News & Latest Developments
Table 106. Weights & Biases Company Summary
Table 107. Weights & Biases AI & Machine Learning Operationalization Software Product Offerings
Table 108. Weights & Biases AI & Machine Learning Operationalization Software Revenue (US$, Mn) & (2018-2023)
Table 109. Weights & Biases Key News & Latest Developments
Table 110. WidgetBrain Company Summary
Table 111. WidgetBrain AI & Machine Learning Operationalization Software Product Offerings
Table 112. WidgetBrain AI & Machine Learning Operationalization Software Revenue (US$, Mn) & (2018-2023)
Table 113. WidgetBrain Key News & Latest Developments
List of Figures
Figure 1. AI & Machine Learning Operationalization Software Segment by Type in 2022
Figure 2. AI & Machine Learning Operationalization Software Segment by Application in 2022
Figure 3. Global AI & Machine Learning Operationalization Software Market Overview: 2022
Figure 4. Key Caveats
Figure 5. Global AI & Machine Learning Operationalization Software Market Size: 2022 VS 2030 (US$, Mn)
Figure 6. Global AI & Machine Learning Operationalization Software Revenue, 2018-2030 (US$, Mn)
Figure 7. The Top 3 and 5 Players Market Share by AI & Machine Learning Operationalization Software Revenue in 2022
Figure 8. By Type - Global AI & Machine Learning Operationalization Software Revenue Market Share, 2018-2030
Figure 9. By Application - Global AI & Machine Learning Operationalization Software Revenue Market Share, 2018-2030
Figure 10. By Type - Global AI & Machine Learning Operationalization Software Revenue, (US$, Mn), 2022 & 2030
Figure 11. By Type - Global AI & Machine Learning Operationalization Software Revenue Market Share, 2018-2030
Figure 12. By Application - Global AI & Machine Learning Operationalization Software Revenue, (US$, Mn), 2022 & 2030
Figure 13. By Application - Global AI & Machine Learning Operationalization Software Revenue Market Share, 2018-2030
Figure 14. By Region - Global AI & Machine Learning Operationalization Software Revenue Market Share, 2018-2030
Figure 15. By Country - North America AI & Machine Learning Operationalization Software Revenue Market Share, 2018-2030
Figure 16. US AI & Machine Learning Operationalization Software Revenue, (US$, Mn), 2018-2030
Figure 17. Canada AI & Machine Learning Operationalization Software Revenue, (US$, Mn), 2018-2030
Figure 18. Mexico AI & Machine Learning Operationalization Software Revenue, (US$, Mn), 2018-2030
Figure 19. By Country - Europe AI & Machine Learning Operationalization Software Revenue Market Share, 2018-2030
Figure 20. Germany AI & Machine Learning Operationalization Software Revenue, (US$, Mn), 2018-2030
Figure 21. France AI & Machine Learning Operationalization Software Revenue, (US$, Mn), 2018-2030
Figure 22. U.K. AI & Machine Learning Operationalization Software Revenue, (US$, Mn), 2018-2030
Figure 23. Italy AI & Machine Learning Operationalization Software Revenue, (US$, Mn), 2018-2030
Figure 24. Russia AI & Machine Learning Operationalization Software Revenue, (US$, Mn), 2018-2030
Figure 25. Nordic Countries AI & Machine Learning Operationalization Software Revenue, (US$, Mn), 2018-2030
Figure 26. Benelux AI & Machine Learning Operationalization Software Revenue, (US$, Mn), 2018-2030
Figure 27. By Region - Asia AI & Machine Learning Operationalization Software Revenue Market Share, 2018-2030
Figure 28. China AI & Machine Learning Operationalization Software Revenue, (US$, Mn), 2018-2030
Figure 29. Japan AI & Machine Learning Operationalization Software Revenue, (US$, Mn), 2018-2030
Figure 30. South Korea AI & Machine Learning Operationalization Software Revenue, (US$, Mn), 2018-2030
Figure 31. Southeast Asia AI & Machine Learning Operationalization Software Revenue, (US$, Mn), 2018-2030
Figure 32. India AI & Machine Learning Operationalization Software Revenue, (US$, Mn), 2018-2030
Figure 33. By Country - South America AI & Machine Learning Operationalization Software Revenue Market Share, 2018-2030
Figure 34. Brazil AI & Machine Learning Operationalization Software Revenue, (US$, Mn), 2018-2030
Figure 35. Argentina AI & Machine Learning Operationalization Software Revenue, (US$, Mn), 2018-2030
Figure 36. By Country - Middle East & Africa AI & Machine Learning Operationalization Software Revenue Market Share, 2018-2030
Figure 37. Turkey AI & Machine Learning Operationalization Software Revenue, (US$, Mn), 2018-2030
Figure 38. Israel AI & Machine Learning Operationalization Software Revenue, (US$, Mn), 2018-2030
Figure 39. Saudi Arabia AI & Machine Learning Operationalization Software Revenue, (US$, Mn), 2018-2030
Figure 40. UAE AI & Machine Learning Operationalization Software Revenue, (US$, Mn), 2018-2030
Figure 41. Algorithmia AI & Machine Learning Operationalization Software Revenue Year Over Year Growth (US$, Mn) & (2018-2023)
Figure 42. Spell AI & Machine Learning Operationalization Software Revenue Year Over Year Growth (US$, Mn) & (2018-2023)
Figure 43. Valohai Ltd AI & Machine Learning Operationalization Software Revenue Year Over Year Growth (US$, Mn) & (2018-2023)
Figure 44. 5Analytics AI & Machine Learning Operationalization Software Revenue Year Over Year Growth (US$, Mn) & (2018-2023)
Figure 45. Cognitivescale AI & Machine Learning Operationalization Software Revenue Year Over Year Growth (US$, Mn) & (2018-2023)
Figure 46. Datatron Technologies AI & Machine Learning Operationalization Software Revenue Year Over Year Growth (US$, Mn) & (2018-2023)
Figure 47. Acusense Technologies AI & Machine Learning Operationalization Software Revenue Year Over Year Growth (US$, Mn) & (2018-2023)
Figure 48. Determined AI AI & Machine Learning Operationalization Software Revenue Year Over Year Growth (US$, Mn) & (2018-2023)
Figure 49. DreamQuark AI & Machine Learning Operationalization Software Revenue Year Over Year Growth (US$, Mn) & (2018-2023)
Figure 50. Logical Clocks AI & Machine Learning Operationalization Software Revenue Year Over Year Growth (US$, Mn) & (2018-2023)
Figure 51. IBM AI & Machine Learning Operationalization Software Revenue Year Over Year Growth (US$, Mn) & (2018-2023)
Figure 52. Imandra AI & Machine Learning Operationalization Software Revenue Year Over Year Growth (US$, Mn) & (2018-2023)
Figure 53. Iterative AI & Machine Learning Operationalization Software Revenue Year Over Year Growth (US$, Mn) & (2018-2023)
Figure 54. Databricks AI & Machine Learning Operationalization Software Revenue Year Over Year Growth (US$, Mn) & (2018-2023)
Figure 55. ParallelM AI & Machine Learning Operationalization Software Revenue Year Over Year Growth (US$, Mn) & (2018-2023)
Figure 56. MLPerf AI & Machine Learning Operationalization Software Revenue Year Over Year Growth (US$, Mn) & (2018-2023)
Figure 57. Neptune Labs AI & Machine Learning Operationalization Software Revenue Year Over Year Growth (US$, Mn) & (2018-2023)
Figure 58. Numericcal AI & Machine Learning Operationalization Software Revenue Year Over Year Growth (US$, Mn) & (2018-2023)
Figure 59. Peltarion AI & Machine Learning Operationalization Software Revenue Year Over Year Growth (US$, Mn) & (2018-2023)
Figure 60. Weights & Biases AI & Machine Learning Operationalization Software Revenue Year Over Year Growth (US$, Mn) & (2018-2023)
Figure 61. WidgetBrain AI & Machine Learning Operationalization Software Revenue Year Over Year Growth (US$, Mn) & (2018-2023)
