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
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.
Technology Trend Analysis
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
Please Note: It will take 7-10 business days to complete the report upon order confirmation.
- 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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