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MLOps Market By Component (Platform, Service), By Deployment Mode (On-premise, Cloud), By Organization Size (Large Enterprises, Small and Medium-sized Enterprises), By Industry Vertical (BFSI, Manufacturing, IT and Telecom, Retail and E-commerce, Energy and Utility, Healthcare, Media and Entertainment, Others): Global Opportunity Analysis and Industry Forecast, 2023-2032
Market Report I 2023-10-01 I 278 Pages I Allied Market Research
MLOps is a set of practices for collaboration and communication between data scientists and operations professionals. Applying these practices increases the quality, simplifies the management process, and automates the deployment of machine learning and deep learning models in large-scale production environments. It is easier to align models with business needs, as well as regulatory requirements. MLOps is slowly evolving into an independent approach to ML lifecycle management. It applies to the entire lifecycle - data gathering, model creation, orchestration, deployment, health, diagnostics, governance, and business metrics.
Furthermore, adopting MLOps practices provides faster time-to-market for ML projects. It provides self-service environments with access to curated data sets and lets data engineers and data scientists move faster and waste less time with missing or invalid data. In addition, automating all the steps in the MLDC helps to ensure a repeatable process, including how the model is trained, evaluated, versioned, and deployed. Also, MLOps enforce policies that guard against model bias and track changes to data statistical properties and model quality over time. Such benefits provide lucrative opportunities for market growth during the forecast period.
Furthermore, MLOps helps managers and developers to be more agile and strategic in their decisions. In addition, it serves as the map to guide individuals, small teams, and even businesses to achieve their goals, no matter their constraints, be it sensitive data, fewer resources, or small budget.
The MLOps market is segmented into component, deployment mode, organization size, industry vertical, and region. By component, it is bifurcated into platform and service. By deployment mode, it is divided into on-premise and cloud. By organization size, the market is segregated into large enterprises and small & medium-sized enterprises. By industry vertical, the market is classified into BFSI, manufacturing, IT & telecom, retail & e-commerce, energy & utility, healthcare, media and entertainment and others. Region wise, it is analyzed across North America, Europe, Asia-Pacific, and LAMEA.
The market players operating in the MLOps market are Akira AI, Alteryx, Amazon Web Services, Inc., Cloudera, Inc., Databricks, Inc., DataRobot, Inc., GAVS Technologies, Google LLC, IBM Corporation and Microsoft Corporation. These major players have adopted various key development strategies such as business expansion, new product launches, and partnerships, which help to drive the growth of the MLOps market globally.
Key Benefits for Stakeholders
-The study provides an in-depth analysis of the MLOps market along with the current trends and future estimations to elucidate the imminent investment pockets.
-Information about key drivers, restrains, and opportunities and their impact analysis on the MLOps market size is provided in the report.
-The Porter's five forces analysis illustrates the potency of buyers and suppliers operating in the MLOps industry.
-The quantitative analysis of the global sports management market for the period 2022-2032 is provided to determine the MLOps market potential.
Additional benefits you will get with this purchase are:
- Quarterly Update and* (only available with a corporate license, on listed price)
- 5 additional Company Profile of client Choice pre- or Post-purchase, as a free update.
- Free Upcoming Version on the Purchase of Five and Enterprise User License.
- 16 analyst hours of support* (post-purchase, if you find additional data requirements upon review of the report, you may receive support amounting to 16 analyst hours to solve questions, and post-sale queries)
- 15% Free Customization* (in case the scope or segment of the report does not match your requirements, 15% is equivalent to 3 working days of free work, applicable once)
- Free data Pack on the Five and Enterprise User License. (Excel version of the report)
- Free Updated report if the report is 6-12 months old or older.
- 24-hour priority response*
- Free Industry updates and white papers.
Possible Customization with this report (with additional cost and timeline, please talk to the sales executive to know more)
- Investment Opportunities
- Technology Trend Analysis
- Regulatory Guidelines
- Strategic Recommedations
- Expanded list for Company Profiles
- SWOT Analysis
Key Market Segments
By Component
- Platform
- Service
By Deployment Mode
- On-premise
- Cloud
By Organization Size
- Large Enterprises
- Small and Medium-sized Enterprises
By Industry Vertical
- BFSI
- Manufacturing
- IT and Telecom
- Retail and E-commerce
- Energy and Utility
- Healthcare
- Media and Entertainment
- Others
By Region
- North America
- U.S.
- Canada
- Europe
- UK
- Germany
- France
- Italy
- Spain
- Rest of Europe
- Asia-Pacific
- China
- Japan
- India
- Australia
- South Korea
- Rest of Asia-Pacific
- LAMEA
- Latin America
- Middle East
- Africa
- Key Market Players
- DataRobot, Inc.
- Microsoft Corporation
- Amazon Web Services, Inc.
- Alteryx
- Cloudera, Inc.
- GAVS Technologies
- IBM Corporation
- Databricks, Inc.
- Akira AI
- Google LLC
CHAPTER 1: INTRODUCTION
1.1. Report description
1.2. Key market segments
1.3. Key benefits to the stakeholders
1.4. Research methodology
1.4.1. Primary research
1.4.2. Secondary research
1.4.3. Analyst tools and models
CHAPTER 2: EXECUTIVE SUMMARY
2.1. CXO Perspective
CHAPTER 3: MARKET OVERVIEW
3.1. Market definition and scope
3.2. Key findings
3.2.1. Top impacting factors
3.2.2. Top investment pockets
3.3. Porter's five forces analysis
3.3.1. Moderate-to-high bargaining power of suppliers
3.3.2. Low-to-high threat of new entrants
3.3.3. Low threat of substitutes
3.3.4. Moderate intensity of rivalry
3.3.5. Moderate bargaining power of buyers
3.4. Market dynamics
3.4.1. Drivers
3.4.1.1. Increase in the number of libraries and packages for MLOps tasks
3.4.1.2. Rise of data-centric approach to MLOps
3.4.1.3. Increase in investments in AI/ML based systems
3.4.2. Restraints
3.4.2.1. Time-consuming implementation
3.4.2.2. Inaccessible data and security
3.4.2.3. Rigid business models
3.4.3. Opportunities
3.4.3.1. Rapid changes in business model software due to geographical expansion of the businesses
CHAPTER 4: MLOPS MARKET, BY COMPONENT
4.1. Overview
4.1.1. Market size and forecast
4.2. Platform
4.2.1. Key market trends, growth factors and opportunities
4.2.2. Market size and forecast, by region
4.2.3. Market share analysis by country
4.3. Service
4.3.1. Key market trends, growth factors and opportunities
4.3.2. Market size and forecast, by region
4.3.3. Market share analysis by country
CHAPTER 5: MLOPS MARKET, BY DEPLOYMENT MODE
5.1. Overview
5.1.1. Market size and forecast
5.2. On-premise
5.2.1. Key market trends, growth factors and opportunities
5.2.2. Market size and forecast, by region
5.2.3. Market share analysis by country
5.3. Cloud
5.3.1. Key market trends, growth factors and opportunities
5.3.2. Market size and forecast, by region
5.3.3. Market share analysis by country
CHAPTER 6: MLOPS MARKET, BY ORGANIZATION SIZE
6.1. Overview
6.1.1. Market size and forecast
6.2. Large Enterprises
6.2.1. Key market trends, growth factors and opportunities
6.2.2. Market size and forecast, by region
6.2.3. Market share analysis by country
6.3. Small and Medium-sized Enterprises
6.3.1. Key market trends, growth factors and opportunities
6.3.2. Market size and forecast, by region
6.3.3. Market share analysis by country
CHAPTER 7: MLOPS MARKET, BY INDUSTRY VERTICAL
7.1. Overview
7.1.1. Market size and forecast
7.2. BFSI
7.2.1. Key market trends, growth factors and opportunities
7.2.2. Market size and forecast, by region
7.2.3. Market share analysis by country
7.3. Manufacturing
7.3.1. Key market trends, growth factors and opportunities
7.3.2. Market size and forecast, by region
7.3.3. Market share analysis by country
7.4. IT and Telecom
7.4.1. Key market trends, growth factors and opportunities
7.4.2. Market size and forecast, by region
7.4.3. Market share analysis by country
7.5. Retail and E-commerce
7.5.1. Key market trends, growth factors and opportunities
7.5.2. Market size and forecast, by region
7.5.3. Market share analysis by country
7.6. Energy and Utility
7.6.1. Key market trends, growth factors and opportunities
7.6.2. Market size and forecast, by region
7.6.3. Market share analysis by country
7.7. Healthcare
7.7.1. Key market trends, growth factors and opportunities
7.7.2. Market size and forecast, by region
7.7.3. Market share analysis by country
7.8. Media and Entertainment
7.8.1. Key market trends, growth factors and opportunities
7.8.2. Market size and forecast, by region
7.8.3. Market share analysis by country
7.9. Others
7.9.1. Key market trends, growth factors and opportunities
7.9.2. Market size and forecast, by region
7.9.3. Market share analysis by country
CHAPTER 8: MLOPS MARKET, BY REGION
8.1. Overview
8.1.1. Market size and forecast By Region
8.2. North America
8.2.1. Key market trends, growth factors and opportunities
8.2.2. Market size and forecast, by Component
8.2.3. Market size and forecast, by Deployment Mode
8.2.4. Market size and forecast, by Organization Size
8.2.5. Market size and forecast, by Industry Vertical
8.2.6. Market size and forecast, by country
8.2.6.1. U.S.
8.2.6.1.1. Market size and forecast, by Component
8.2.6.1.2. Market size and forecast, by Deployment Mode
8.2.6.1.3. Market size and forecast, by Organization Size
8.2.6.1.4. Market size and forecast, by Industry Vertical
8.2.6.2. Canada
8.2.6.2.1. Market size and forecast, by Component
8.2.6.2.2. Market size and forecast, by Deployment Mode
8.2.6.2.3. Market size and forecast, by Organization Size
8.2.6.2.4. Market size and forecast, by Industry Vertical
8.3. Europe
8.3.1. Key market trends, growth factors and opportunities
8.3.2. Market size and forecast, by Component
8.3.3. Market size and forecast, by Deployment Mode
8.3.4. Market size and forecast, by Organization Size
8.3.5. Market size and forecast, by Industry Vertical
8.3.6. Market size and forecast, by country
8.3.6.1. UK
8.3.6.1.1. Market size and forecast, by Component
8.3.6.1.2. Market size and forecast, by Deployment Mode
8.3.6.1.3. Market size and forecast, by Organization Size
8.3.6.1.4. Market size and forecast, by Industry Vertical
8.3.6.2. Germany
8.3.6.2.1. Market size and forecast, by Component
8.3.6.2.2. Market size and forecast, by Deployment Mode
8.3.6.2.3. Market size and forecast, by Organization Size
8.3.6.2.4. Market size and forecast, by Industry Vertical
8.3.6.3. France
8.3.6.3.1. Market size and forecast, by Component
8.3.6.3.2. Market size and forecast, by Deployment Mode
8.3.6.3.3. Market size and forecast, by Organization Size
8.3.6.3.4. Market size and forecast, by Industry Vertical
8.3.6.4. Italy
8.3.6.4.1. Market size and forecast, by Component
8.3.6.4.2. Market size and forecast, by Deployment Mode
8.3.6.4.3. Market size and forecast, by Organization Size
8.3.6.4.4. Market size and forecast, by Industry Vertical
8.3.6.5. Spain
8.3.6.5.1. Market size and forecast, by Component
8.3.6.5.2. Market size and forecast, by Deployment Mode
8.3.6.5.3. Market size and forecast, by Organization Size
8.3.6.5.4. Market size and forecast, by Industry Vertical
8.3.6.6. Rest of Europe
8.3.6.6.1. Market size and forecast, by Component
8.3.6.6.2. Market size and forecast, by Deployment Mode
8.3.6.6.3. Market size and forecast, by Organization Size
8.3.6.6.4. Market size and forecast, by Industry Vertical
8.4. Asia-Pacific
8.4.1. Key market trends, growth factors and opportunities
8.4.2. Market size and forecast, by Component
8.4.3. Market size and forecast, by Deployment Mode
8.4.4. Market size and forecast, by Organization Size
8.4.5. Market size and forecast, by Industry Vertical
8.4.6. Market size and forecast, by country
8.4.6.1. China
8.4.6.1.1. Market size and forecast, by Component
8.4.6.1.2. Market size and forecast, by Deployment Mode
8.4.6.1.3. Market size and forecast, by Organization Size
8.4.6.1.4. Market size and forecast, by Industry Vertical
8.4.6.2. Japan
8.4.6.2.1. Market size and forecast, by Component
8.4.6.2.2. Market size and forecast, by Deployment Mode
8.4.6.2.3. Market size and forecast, by Organization Size
8.4.6.2.4. Market size and forecast, by Industry Vertical
8.4.6.3. India
8.4.6.3.1. Market size and forecast, by Component
8.4.6.3.2. Market size and forecast, by Deployment Mode
8.4.6.3.3. Market size and forecast, by Organization Size
8.4.6.3.4. Market size and forecast, by Industry Vertical
8.4.6.4. Australia
8.4.6.4.1. Market size and forecast, by Component
8.4.6.4.2. Market size and forecast, by Deployment Mode
8.4.6.4.3. Market size and forecast, by Organization Size
8.4.6.4.4. Market size and forecast, by Industry Vertical
8.4.6.5. South Korea
8.4.6.5.1. Market size and forecast, by Component
8.4.6.5.2. Market size and forecast, by Deployment Mode
8.4.6.5.3. Market size and forecast, by Organization Size
8.4.6.5.4. Market size and forecast, by Industry Vertical
8.4.6.6. Rest of Asia-Pacific
8.4.6.6.1. Market size and forecast, by Component
8.4.6.6.2. Market size and forecast, by Deployment Mode
8.4.6.6.3. Market size and forecast, by Organization Size
8.4.6.6.4. Market size and forecast, by Industry Vertical
8.5. LAMEA
8.5.1. Key market trends, growth factors and opportunities
8.5.2. Market size and forecast, by Component
8.5.3. Market size and forecast, by Deployment Mode
8.5.4. Market size and forecast, by Organization Size
8.5.5. Market size and forecast, by Industry Vertical
8.5.6. Market size and forecast, by country
8.5.6.1. Latin America
8.5.6.1.1. Market size and forecast, by Component
8.5.6.1.2. Market size and forecast, by Deployment Mode
8.5.6.1.3. Market size and forecast, by Organization Size
8.5.6.1.4. Market size and forecast, by Industry Vertical
8.5.6.2. Middle East
8.5.6.2.1. Market size and forecast, by Component
8.5.6.2.2. Market size and forecast, by Deployment Mode
8.5.6.2.3. Market size and forecast, by Organization Size
8.5.6.2.4. Market size and forecast, by Industry Vertical
8.5.6.3. Africa
8.5.6.3.1. Market size and forecast, by Component
8.5.6.3.2. Market size and forecast, by Deployment Mode
8.5.6.3.3. Market size and forecast, by Organization Size
8.5.6.3.4. Market size and forecast, by Industry Vertical
CHAPTER 9: COMPETITIVE LANDSCAPE
9.1. Introduction
9.2. Top winning strategies
9.3. Product mapping of top 10 player
9.4. Competitive dashboard
9.5. Competitive heatmap
9.6. Top player positioning, 2022
CHAPTER 10: COMPANY PROFILES
10.1. DataRobot, Inc.
10.1.1. Company overview
10.1.2. Key executives
10.1.3. Company snapshot
10.1.4. Operating business segments
10.1.5. Product portfolio
10.1.6. Key strategic moves and developments
10.2. Amazon Web Services, Inc.
10.2.1. Company overview
10.2.2. Key executives
10.2.3. Company snapshot
10.2.4. Operating business segments
10.2.5. Product portfolio
10.2.6. Business performance
10.2.7. Key strategic moves and developments
10.3. Akira AI
10.3.1. Company overview
10.3.2. Key executives
10.3.3. Company snapshot
10.3.4. Operating business segments
10.3.5. Product portfolio
10.4. IBM Corporation
10.4.1. Company overview
10.4.2. Key executives
10.4.3. Company snapshot
10.4.4. Operating business segments
10.4.5. Product portfolio
10.4.6. Business performance
10.4.7. Key strategic moves and developments
10.5. Google LLC
10.5.1. Company overview
10.5.2. Key executives
10.5.3. Company snapshot
10.5.4. Operating business segments
10.5.5. Product portfolio
10.5.6. Business performance
10.5.7. Key strategic moves and developments
10.6. Cloudera, Inc.
10.6.1. Company overview
10.6.2. Key executives
10.6.3. Company snapshot
10.6.4. Operating business segments
10.6.5. Product portfolio
10.6.6. Key strategic moves and developments
10.7. Microsoft Corporation
10.7.1. Company overview
10.7.2. Key executives
10.7.3. Company snapshot
10.7.4. Operating business segments
10.7.5. Product portfolio
10.7.6. Business performance
10.7.7. Key strategic moves and developments
10.8. Databricks, Inc.
10.8.1. Company overview
10.8.2. Key executives
10.8.3. Company snapshot
10.8.4. Operating business segments
10.8.5. Product portfolio
10.8.6. Key strategic moves and developments
10.9. GAVS Technologies
10.9.1. Company overview
10.9.2. Key executives
10.9.3. Company snapshot
10.9.4. Operating business segments
10.9.5. Product portfolio
10.10. Alteryx
10.10.1. Company overview
10.10.2. Key executives
10.10.3. Company snapshot
10.10.4. Operating business segments
10.10.5. Product portfolio
10.10.6. Business performance
10.10.7. Key strategic moves and developments
LIST OF TABLES
TABLE 01. GLOBAL MLOPS MARKET, BY COMPONENT, 2022-2032 ($MILLION)
TABLE 02. MLOPS MARKET FOR PLATFORM, BY REGION, 2022-2032 ($MILLION)
TABLE 03. MLOPS MARKET FOR SERVICE, BY REGION, 2022-2032 ($MILLION)
TABLE 04. GLOBAL MLOPS MARKET, BY DEPLOYMENT MODE, 2022-2032 ($MILLION)
TABLE 05. MLOPS MARKET FOR ON-PREMISE, BY REGION, 2022-2032 ($MILLION)
TABLE 06. MLOPS MARKET FOR CLOUD, BY REGION, 2022-2032 ($MILLION)
TABLE 07. GLOBAL MLOPS MARKET, BY ORGANIZATION SIZE, 2022-2032 ($MILLION)
TABLE 08. MLOPS MARKET FOR LARGE ENTERPRISES, BY REGION, 2022-2032 ($MILLION)
TABLE 09. MLOPS MARKET FOR SMALL AND MEDIUM-SIZED ENTERPRISES, BY REGION, 2022-2032 ($MILLION)
TABLE 10. GLOBAL MLOPS MARKET, BY INDUSTRY VERTICAL, 2022-2032 ($MILLION)
TABLE 11. MLOPS MARKET FOR BFSI, BY REGION, 2022-2032 ($MILLION)
TABLE 12. MLOPS MARKET FOR MANUFACTURING, BY REGION, 2022-2032 ($MILLION)
TABLE 13. MLOPS MARKET FOR IT AND TELECOM, BY REGION, 2022-2032 ($MILLION)
TABLE 14. MLOPS MARKET FOR RETAIL AND E-COMMERCE, BY REGION, 2022-2032 ($MILLION)
TABLE 15. MLOPS MARKET FOR ENERGY AND UTILITY, BY REGION, 2022-2032 ($MILLION)
TABLE 16. MLOPS MARKET FOR HEALTHCARE, BY REGION, 2022-2032 ($MILLION)
TABLE 17. MLOPS MARKET FOR MEDIA AND ENTERTAINMENT, BY REGION, 2022-2032 ($MILLION)
TABLE 18. MLOPS MARKET FOR OTHERS, BY REGION, 2022-2032 ($MILLION)
TABLE 19. MLOPS MARKET, BY REGION, 2022-2032 ($MILLION)
TABLE 20. NORTH AMERICA MLOPS MARKET, BY COMPONENT, 2022-2032 ($MILLION)
TABLE 21. NORTH AMERICA MLOPS MARKET, BY DEPLOYMENT MODE, 2022-2032 ($MILLION)
TABLE 22. NORTH AMERICA MLOPS MARKET, BY ORGANIZATION SIZE, 2022-2032 ($MILLION)
TABLE 23. NORTH AMERICA MLOPS MARKET, BY INDUSTRY VERTICAL, 2022-2032 ($MILLION)
TABLE 24. NORTH AMERICA MLOPS MARKET, BY COUNTRY, 2022-2032 ($MILLION)
TABLE 25. U.S. MLOPS MARKET, BY COMPONENT, 2022-2032 ($MILLION)
TABLE 26. U.S. MLOPS MARKET, BY DEPLOYMENT MODE, 2022-2032 ($MILLION)
TABLE 27. U.S. MLOPS MARKET, BY ORGANIZATION SIZE, 2022-2032 ($MILLION)
TABLE 28. U.S. MLOPS MARKET, BY INDUSTRY VERTICAL, 2022-2032 ($MILLION)
TABLE 29. CANADA MLOPS MARKET, BY COMPONENT, 2022-2032 ($MILLION)
TABLE 30. CANADA MLOPS MARKET, BY DEPLOYMENT MODE, 2022-2032 ($MILLION)
TABLE 31. CANADA MLOPS MARKET, BY ORGANIZATION SIZE, 2022-2032 ($MILLION)
TABLE 32. CANADA MLOPS MARKET, BY INDUSTRY VERTICAL, 2022-2032 ($MILLION)
TABLE 33. EUROPE MLOPS MARKET, BY COMPONENT, 2022-2032 ($MILLION)
TABLE 34. EUROPE MLOPS MARKET, BY DEPLOYMENT MODE, 2022-2032 ($MILLION)
TABLE 35. EUROPE MLOPS MARKET, BY ORGANIZATION SIZE, 2022-2032 ($MILLION)
TABLE 36. EUROPE MLOPS MARKET, BY INDUSTRY VERTICAL, 2022-2032 ($MILLION)
TABLE 37. EUROPE MLOPS MARKET, BY COUNTRY, 2022-2032 ($MILLION)
TABLE 38. UK MLOPS MARKET, BY COMPONENT, 2022-2032 ($MILLION)
TABLE 39. UK MLOPS MARKET, BY DEPLOYMENT MODE, 2022-2032 ($MILLION)
TABLE 40. UK MLOPS MARKET, BY ORGANIZATION SIZE, 2022-2032 ($MILLION)
TABLE 41. UK MLOPS MARKET, BY INDUSTRY VERTICAL, 2022-2032 ($MILLION)
TABLE 42. GERMANY MLOPS MARKET, BY COMPONENT, 2022-2032 ($MILLION)
TABLE 43. GERMANY MLOPS MARKET, BY DEPLOYMENT MODE, 2022-2032 ($MILLION)
TABLE 44. GERMANY MLOPS MARKET, BY ORGANIZATION SIZE, 2022-2032 ($MILLION)
TABLE 45. GERMANY MLOPS MARKET, BY INDUSTRY VERTICAL, 2022-2032 ($MILLION)
TABLE 46. FRANCE MLOPS MARKET, BY COMPONENT, 2022-2032 ($MILLION)
TABLE 47. FRANCE MLOPS MARKET, BY DEPLOYMENT MODE, 2022-2032 ($MILLION)
TABLE 48. FRANCE MLOPS MARKET, BY ORGANIZATION SIZE, 2022-2032 ($MILLION)
TABLE 49. FRANCE MLOPS MARKET, BY INDUSTRY VERTICAL, 2022-2032 ($MILLION)
TABLE 50. ITALY MLOPS MARKET, BY COMPONENT, 2022-2032 ($MILLION)
TABLE 51. ITALY MLOPS MARKET, BY DEPLOYMENT MODE, 2022-2032 ($MILLION)
TABLE 52. ITALY MLOPS MARKET, BY ORGANIZATION SIZE, 2022-2032 ($MILLION)
TABLE 53. ITALY MLOPS MARKET, BY INDUSTRY VERTICAL, 2022-2032 ($MILLION)
TABLE 54. SPAIN MLOPS MARKET, BY COMPONENT, 2022-2032 ($MILLION)
TABLE 55. SPAIN MLOPS MARKET, BY DEPLOYMENT MODE, 2022-2032 ($MILLION)
TABLE 56. SPAIN MLOPS MARKET, BY ORGANIZATION SIZE, 2022-2032 ($MILLION)
TABLE 57. SPAIN MLOPS MARKET, BY INDUSTRY VERTICAL, 2022-2032 ($MILLION)
TABLE 58. REST OF EUROPE MLOPS MARKET, BY COMPONENT, 2022-2032 ($MILLION)
TABLE 59. REST OF EUROPE MLOPS MARKET, BY DEPLOYMENT MODE, 2022-2032 ($MILLION)
TABLE 60. REST OF EUROPE MLOPS MARKET, BY ORGANIZATION SIZE, 2022-2032 ($MILLION)
TABLE 61. REST OF EUROPE MLOPS MARKET, BY INDUSTRY VERTICAL, 2022-2032 ($MILLION)
TABLE 62. ASIA-PACIFIC MLOPS MARKET, BY COMPONENT, 2022-2032 ($MILLION)
TABLE 63. ASIA-PACIFIC MLOPS MARKET, BY DEPLOYMENT MODE, 2022-2032 ($MILLION)
TABLE 64. ASIA-PACIFIC MLOPS MARKET, BY ORGANIZATION SIZE, 2022-2032 ($MILLION)
TABLE 65. ASIA-PACIFIC MLOPS MARKET, BY INDUSTRY VERTICAL, 2022-2032 ($MILLION)
TABLE 66. ASIA-PACIFIC MLOPS MARKET, BY COUNTRY, 2022-2032 ($MILLION)
TABLE 67. CHINA MLOPS MARKET, BY COMPONENT, 2022-2032 ($MILLION)
TABLE 68. CHINA MLOPS MARKET, BY DEPLOYMENT MODE, 2022-2032 ($MILLION)
TABLE 69. CHINA MLOPS MARKET, BY ORGANIZATION SIZE, 2022-2032 ($MILLION)
TABLE 70. CHINA MLOPS MARKET, BY INDUSTRY VERTICAL, 2022-2032 ($MILLION)
TABLE 71. JAPAN MLOPS MARKET, BY COMPONENT, 2022-2032 ($MILLION)
TABLE 72. JAPAN MLOPS MARKET, BY DEPLOYMENT MODE, 2022-2032 ($MILLION)
TABLE 73. JAPAN MLOPS MARKET, BY ORGANIZATION SIZE, 2022-2032 ($MILLION)
TABLE 74. JAPAN MLOPS MARKET, BY INDUSTRY VERTICAL, 2022-2032 ($MILLION)
TABLE 75. INDIA MLOPS MARKET, BY COMPONENT, 2022-2032 ($MILLION)
TABLE 76. INDIA MLOPS MARKET, BY DEPLOYMENT MODE, 2022-2032 ($MILLION)
TABLE 77. INDIA MLOPS MARKET, BY ORGANIZATION SIZE, 2022-2032 ($MILLION)
TABLE 78. INDIA MLOPS MARKET, BY INDUSTRY VERTICAL, 2022-2032 ($MILLION)
TABLE 79. AUSTRALIA MLOPS MARKET, BY COMPONENT, 2022-2032 ($MILLION)
TABLE 80. AUSTRALIA MLOPS MARKET, BY DEPLOYMENT MODE, 2022-2032 ($MILLION)
TABLE 81. AUSTRALIA MLOPS MARKET, BY ORGANIZATION SIZE, 2022-2032 ($MILLION)
TABLE 82. AUSTRALIA MLOPS MARKET, BY INDUSTRY VERTICAL, 2022-2032 ($MILLION)
TABLE 83. SOUTH KOREA MLOPS MARKET, BY COMPONENT, 2022-2032 ($MILLION)
TABLE 84. SOUTH KOREA MLOPS MARKET, BY DEPLOYMENT MODE, 2022-2032 ($MILLION)
TABLE 85. SOUTH KOREA MLOPS MARKET, BY ORGANIZATION SIZE, 2022-2032 ($MILLION)
TABLE 86. SOUTH KOREA MLOPS MARKET, BY INDUSTRY VERTICAL, 2022-2032 ($MILLION)
TABLE 87. REST OF ASIA-PACIFIC MLOPS MARKET, BY COMPONENT, 2022-2032 ($MILLION)
TABLE 88. REST OF ASIA-PACIFIC MLOPS MARKET, BY DEPLOYMENT MODE, 2022-2032 ($MILLION)
TABLE 89. REST OF ASIA-PACIFIC MLOPS MARKET, BY ORGANIZATION SIZE, 2022-2032 ($MILLION)
TABLE 90. REST OF ASIA-PACIFIC MLOPS MARKET, BY INDUSTRY VERTICAL, 2022-2032 ($MILLION)
TABLE 91. LAMEA MLOPS MARKET, BY COMPONENT, 2022-2032 ($MILLION)
TABLE 92. LAMEA MLOPS MARKET, BY DEPLOYMENT MODE, 2022-2032 ($MILLION)
TABLE 93. LAMEA MLOPS MARKET, BY ORGANIZATION SIZE, 2022-2032 ($MILLION)
TABLE 94. LAMEA MLOPS MARKET, BY INDUSTRY VERTICAL, 2022-2032 ($MILLION)
TABLE 95. LAMEA MLOPS MARKET, BY COUNTRY, 2022-2032 ($MILLION)
TABLE 96. LATIN AMERICA MLOPS MARKET, BY COMPONENT, 2022-2032 ($MILLION)
TABLE 97. LATIN AMERICA MLOPS MARKET, BY DEPLOYMENT MODE, 2022-2032 ($MILLION)
TABLE 98. LATIN AMERICA MLOPS MARKET, BY ORGANIZATION SIZE, 2022-2032 ($MILLION)
TABLE 99. LATIN AMERICA MLOPS MARKET, BY INDUSTRY VERTICAL, 2022-2032 ($MILLION)
TABLE 100. MIDDLE EAST MLOPS MARKET, BY COMPONENT, 2022-2032 ($MILLION)
TABLE 101. MIDDLE EAST MLOPS MARKET, BY DEPLOYMENT MODE, 2022-2032 ($MILLION)
TABLE 102. MIDDLE EAST MLOPS MARKET, BY ORGANIZATION SIZE, 2022-2032 ($MILLION)
TABLE 103. MIDDLE EAST MLOPS MARKET, BY INDUSTRY VERTICAL, 2022-2032 ($MILLION)
TABLE 104. AFRICA MLOPS MARKET, BY COMPONENT, 2022-2032 ($MILLION)
TABLE 105. AFRICA MLOPS MARKET, BY DEPLOYMENT MODE, 2022-2032 ($MILLION)
TABLE 106. AFRICA MLOPS MARKET, BY ORGANIZATION SIZE, 2022-2032 ($MILLION)
TABLE 107. AFRICA MLOPS MARKET, BY INDUSTRY VERTICAL, 2022-2032 ($MILLION)
TABLE 108. DATAROBOT, INC.: KEY EXECUTIVES
TABLE 109. DATAROBOT, INC.: COMPANY SNAPSHOT
TABLE 110. DATAROBOT, INC.: SERVICE SEGMENTS
TABLE 111. DATAROBOT, INC.: PRODUCT PORTFOLIO
TABLE 112. DATAROBOT, INC.: KEY STRATERGIES
TABLE 113. AMAZON WEB SERVICES, INC.: KEY EXECUTIVES
TABLE 114. AMAZON WEB SERVICES, INC.: COMPANY SNAPSHOT
TABLE 115. AMAZON WEB SERVICES, INC.: SERVICE SEGMENTS
TABLE 116. AMAZON WEB SERVICES, INC.: PRODUCT PORTFOLIO
TABLE 117. AMAZON WEB SERVICES, INC.: KEY STRATERGIES
TABLE 118. AKIRA AI: KEY EXECUTIVES
TABLE 119. AKIRA AI: COMPANY SNAPSHOT
TABLE 120. AKIRA AI: PRODUCT SEGMENTS
TABLE 121. AKIRA AI: PRODUCT PORTFOLIO
TABLE 122. IBM CORPORATION: KEY EXECUTIVES
TABLE 123. IBM CORPORATION: COMPANY SNAPSHOT
TABLE 124. IBM CORPORATION: SERVICE SEGMENTS
TABLE 125. IBM CORPORATION: PRODUCT PORTFOLIO
TABLE 126. IBM CORPORATION: KEY STRATERGIES
TABLE 127. GOOGLE LLC: KEY EXECUTIVES
TABLE 128. GOOGLE LLC: COMPANY SNAPSHOT
TABLE 129. GOOGLE LLC: SERVICE SEGMENTS
TABLE 130. GOOGLE LLC: PRODUCT PORTFOLIO
TABLE 131. GOOGLE LLC: KEY STRATERGIES
TABLE 132. CLOUDERA, INC.: KEY EXECUTIVES
TABLE 133. CLOUDERA, INC.: COMPANY SNAPSHOT
TABLE 134. CLOUDERA, INC.: SERVICE SEGMENTS
TABLE 135. CLOUDERA, INC.: PRODUCT PORTFOLIO
TABLE 136. CLOUDERA, INC.: KEY STRATERGIES
TABLE 137. MICROSOFT CORPORATION: KEY EXECUTIVES
TABLE 138. MICROSOFT CORPORATION: COMPANY SNAPSHOT
TABLE 139. MICROSOFT CORPORATION: SERVICE SEGMENTS
TABLE 140. MICROSOFT CORPORATION: PRODUCT PORTFOLIO
TABLE 141. MICROSOFT CORPORATION: KEY STRATERGIES
TABLE 142. DATABRICKS, INC.: KEY EXECUTIVES
TABLE 143. DATABRICKS, INC.: COMPANY SNAPSHOT
TABLE 144. DATABRICKS, INC.: SERVICE SEGMENTS
TABLE 145. DATABRICKS, INC.: PRODUCT PORTFOLIO
TABLE 146. DATABRICKS, INC.: KEY STRATERGIES
TABLE 147. GAVS TECHNOLOGIES: KEY EXECUTIVES
TABLE 148. GAVS TECHNOLOGIES: COMPANY SNAPSHOT
TABLE 149. GAVS TECHNOLOGIES: PRODUCT SEGMENTS
TABLE 150. GAVS TECHNOLOGIES: PRODUCT PORTFOLIO
TABLE 151. ALTERYX: KEY EXECUTIVES
TABLE 152. ALTERYX: COMPANY SNAPSHOT
TABLE 153. ALTERYX: SERVICE SEGMENTS
TABLE 154. ALTERYX: PRODUCT PORTFOLIO
TABLE 155. ALTERYX: KEY STRATERGIES
LIST OF FIGURES
FIGURE 01. MLOPS MARKET, 2022-2032
FIGURE 02. SEGMENTATION OF MLOPS MARKET,2022-2032
FIGURE 03. TOP IMPACTING FACTORS IN MLOPS MARKET (2022 TO 2032)
FIGURE 04. TOP INVESTMENT POCKETS IN MLOPS MARKET (2023-2032)
FIGURE 05. MODERATE-TO-HIGH BARGAINING POWER OF SUPPLIERS
FIGURE 06. LOW-TO-HIGH THREAT OF NEW ENTRANTS
FIGURE 07. LOW THREAT OF SUBSTITUTES
FIGURE 08. MODERATE INTENSITY OF RIVALRY
FIGURE 09. MODERATE BARGAINING POWER OF BUYERS
FIGURE 10. GLOBAL MLOPS MARKET:DRIVERS, RESTRAINTS AND OPPORTUNITIES
FIGURE 11. MLOPS MARKET, BY COMPONENT, 2022 AND 2032(%)
FIGURE 12. COMPARATIVE SHARE ANALYSIS OF MLOPS MARKET FOR PLATFORM, BY COUNTRY 2022 AND 2032(%)
FIGURE 13. COMPARATIVE SHARE ANALYSIS OF MLOPS MARKET FOR SERVICE, BY COUNTRY 2022 AND 2032(%)
FIGURE 14. MLOPS MARKET, BY DEPLOYMENT MODE, 2022 AND 2032(%)
FIGURE 15. COMPARATIVE SHARE ANALYSIS OF MLOPS MARKET FOR ON-PREMISE, BY COUNTRY 2022 AND 2032(%)
FIGURE 16. COMPARATIVE SHARE ANALYSIS OF MLOPS MARKET FOR CLOUD, BY COUNTRY 2022 AND 2032(%)
FIGURE 17. MLOPS MARKET, BY ORGANIZATION SIZE, 2022 AND 2032(%)
FIGURE 18. COMPARATIVE SHARE ANALYSIS OF MLOPS MARKET FOR LARGE ENTERPRISES, BY COUNTRY 2022 AND 2032(%)
FIGURE 19. COMPARATIVE SHARE ANALYSIS OF MLOPS MARKET FOR SMALL AND MEDIUM-SIZED ENTERPRISES, BY COUNTRY 2022 AND 2032(%)
FIGURE 20. MLOPS MARKET, BY INDUSTRY VERTICAL, 2022 AND 2032(%)
FIGURE 21. COMPARATIVE SHARE ANALYSIS OF MLOPS MARKET FOR BFSI, BY COUNTRY 2022 AND 2032(%)
FIGURE 22. COMPARATIVE SHARE ANALYSIS OF MLOPS MARKET FOR MANUFACTURING, BY COUNTRY 2022 AND 2032(%)
FIGURE 23. COMPARATIVE SHARE ANALYSIS OF MLOPS MARKET FOR IT AND TELECOM, BY COUNTRY 2022 AND 2032(%)
FIGURE 24. COMPARATIVE SHARE ANALYSIS OF MLOPS MARKET FOR RETAIL AND E-COMMERCE, BY COUNTRY 2022 AND 2032(%)
FIGURE 25. COMPARATIVE SHARE ANALYSIS OF MLOPS MARKET FOR ENERGY AND UTILITY, BY COUNTRY 2022 AND 2032(%)
FIGURE 26. COMPARATIVE SHARE ANALYSIS OF MLOPS MARKET FOR HEALTHCARE, BY COUNTRY 2022 AND 2032(%)
FIGURE 27. COMPARATIVE SHARE ANALYSIS OF MLOPS MARKET FOR MEDIA AND ENTERTAINMENT, BY COUNTRY 2022 AND 2032(%)
FIGURE 28. COMPARATIVE SHARE ANALYSIS OF MLOPS MARKET FOR OTHERS, BY COUNTRY 2022 AND 2032(%)
FIGURE 29. MLOPS MARKET BY REGION, 2022 AND 2032(%)
FIGURE 30. U.S. MLOPS MARKET, 2022-2032 ($MILLION)
FIGURE 31. CANADA MLOPS MARKET, 2022-2032 ($MILLION)
FIGURE 32. UK MLOPS MARKET, 2022-2032 ($MILLION)
FIGURE 33. GERMANY MLOPS MARKET, 2022-2032 ($MILLION)
FIGURE 34. FRANCE MLOPS MARKET, 2022-2032 ($MILLION)
FIGURE 35. ITALY MLOPS MARKET, 2022-2032 ($MILLION)
FIGURE 36. SPAIN MLOPS MARKET, 2022-2032 ($MILLION)
FIGURE 37. REST OF EUROPE MLOPS MARKET, 2022-2032 ($MILLION)
FIGURE 38. CHINA MLOPS MARKET, 2022-2032 ($MILLION)
FIGURE 39. JAPAN MLOPS MARKET, 2022-2032 ($MILLION)
FIGURE 40. INDIA MLOPS MARKET, 2022-2032 ($MILLION)
FIGURE 41. AUSTRALIA MLOPS MARKET, 2022-2032 ($MILLION)
FIGURE 42. SOUTH KOREA MLOPS MARKET, 2022-2032 ($MILLION)
FIGURE 43. REST OF ASIA-PACIFIC MLOPS MARKET, 2022-2032 ($MILLION)
FIGURE 44. LATIN AMERICA MLOPS MARKET, 2022-2032 ($MILLION)
FIGURE 45. MIDDLE EAST MLOPS MARKET, 2022-2032 ($MILLION)
FIGURE 46. AFRICA MLOPS MARKET, 2022-2032 ($MILLION)
FIGURE 47. TOP WINNING STRATEGIES, BY YEAR (2020-2023)
FIGURE 48. TOP WINNING STRATEGIES, BY DEVELOPMENT (2020-2023)
FIGURE 49. TOP WINNING STRATEGIES, BY COMPANY (2020-2023)
FIGURE 50. PRODUCT MAPPING OF TOP 10 PLAYERS
FIGURE 51. COMPETITIVE DASHBOARD
FIGURE 52. COMPETITIVE HEATMAP: MLOPS MARKET
FIGURE 53. TOP PLAYER POSITIONING, 2022
FIGURE 54. AMAZON WEB SERVICES, INC.: NET REVENUE, 2020-2022 ($MILLION)
FIGURE 55. AMAZON WEB SERVICES, INC.: REVENUE SHARE BY SEGMENT, 2022 (%)
FIGURE 56. AMAZON WEB SERVICES, INC.: REVENUE SHARE BY REGION, 2022 (%)
FIGURE 57. IBM CORPORATION: NET REVENUE, 2020-2022 ($MILLION)
FIGURE 58. IBM CORPORATION: RESEARCH & DEVELOPMENT EXPENDITURE, 2020-2022 ($MILLION)
FIGURE 59. IBM CORPORATION: REVENUE SHARE BY SEGMENT, 2022 (%)
FIGURE 60. IBM CORPORATION: REVENUE SHARE BY REGION, 2022 (%)
FIGURE 61. GOOGLE LLC: NET REVENUE, 2020-2022 ($MILLION)
FIGURE 62. GOOGLE LLC: RESEARCH & DEVELOPMENT EXPENDITURE, 2020-2022 ($MILLION)
FIGURE 63. GOOGLE LLC: REVENUE SHARE BY SEGMENT, 2022 (%)
FIGURE 64. GOOGLE LLC: REVENUE SHARE BY REGION, 2021 (%)
FIGURE 65. MICROSOFT CORPORATION: NET REVENUE, 2020-2022 ($MILLION)
FIGURE 66. MICROSOFT CORPORATION: RESEARCH & DEVELOPMENT EXPENDITURE, 2020-2022 ($MILLION)
FIGURE 67. MICROSOFT CORPORATION: REVENUE SHARE BY SEGMENT, 2022 (%)
FIGURE 68. MICROSOFT CORPORATION: REVENUE SHARE BY REGION, 2022 (%)
FIGURE 69. ALTERYX: NET REVENUE, 2020-2022 ($MILLION)
FIGURE 70. ALTERYX: RESEARCH & DEVELOPMENT EXPENDITURE, 2020-2022 ($MILLION)
FIGURE 71. ALTERYX: REVENUE SHARE BY SEGMENT, 2022 (%)
FIGURE 72. ALTERYX: REVENUE SHARE BY REGION, 2022 (%)
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