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Report
MLOps Market By Component (Platform, Service), By Deployment Mode (On Premise, Cloud), By Organization Size (Large Enterprises, Small and Medium-sized Enterprises), By Industrial Vertical (BFSI, Manufacturing, IT and Telecom, Retail and E-commerce, Energy and Utility, Healthcare, Media and Entertainment, Others): Global Opportunity Analysis and Industry Forecast, 2021-2031
Market Report I 2023-01-01 I 325 Pages I Allied Market Research
MLOps is a method based on adapting DevOps practices to machine learning development processes. MLOps is useful in transitioning from running a couple of ML models manually to using ML models in the entire company operation. Overall, MLOps helps to improve delivery time, reduce defects, and make data science more productive. This provides lucrative opportunities for the market growth during the forecast period.
Moreover, MLOps is the missing bridge between machine learning, data science, and data engineering. It has emerged as the link that unifies these functions more seamlessly than ever before. MLOps helps professionals and advanced systems to consistently deploy machine learning algorithms and solutions for enhanced productivity and effectiveness. The technology is based on the combination of an operating framework for people and technology, as well as, on an abidance for the best set of practices and proven architectural principles. MLOps is the technology that empower production-level machine learning. On the contrary, latest MLOps trends and predictions are emerging to meet the evolving challenges in scaling machine learning. The emerging advanced MLOps applications can solve a variety of human error and quality issues. Hence, many organizations such as healthcare, IT, retail, and other sectors are adopting MLOps due to its benefits. This factor creates lucrative growth opportunities in the market.
Surge in digital and internet penetration around the world is positively impacting the growth of the market. In addition, increase in adoption of MLOps technology across enterprises to enhance operation & productivity, strengthens the growth of the market for future. Furthermore, increase in investments in the healthcare sector is expected to provide lucrative growth opportunities for the market during the forecast period. Moreover, MLOps helps reduce costs over the entire machine learning lifecycle, create numerous opportunities for the market growth in the upcoming years. However, inaccessible data and data security, rigid business models and lack of engineering skills, hamper the growth of the market.
The MLOps market is segmented into component, deployment mode, organization size, industry vertical, and region. By component, it is bifurcated into platform and services. By deployment mode, it is divided into on-premise and cloud. By organizational size, the market is segregated into small & medium-sized enterprises and large 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 global MLOps market forecast along with the current and future trends to explain the imminent investment pockets.
-Information about key drivers, restraints, and opportunities and their impact analysis on global MLOps market trends is provided in the report.
-The Porter's five forces analysis illustrates the potency of the buyers and suppliers operating in the industry.
-The quantitative analysis of the global MLOps market from 2022 to 2031 is provided to determine the market potential.
Key Market Segments
By Component
- Platform
- Service
By Deployment Mode
- On Premise
- Cloud
By Organization Size
- Large Enterprises
- Small and Medium-sized Enterprises
By Industrial 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
- Akira AI
- Amazon Web Services, Inc.
- Cloudera, Inc.
- DataRobot, Inc.
- Google LLC
- IBM Corporation
- Databricks, Inc.
- GAVS Technologies
- Microsoft Corporation
- Alteryx
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 bargaining power of suppliers
3.3.2. High bargaining power of buyers
3.3.3. High threat of substitutes
3.3.4. High threat of new entrants
3.3.5. Moderate intensity of rivalry
3.4. Market dynamics
3.4.1. Drivers
3.4.1.1. Increase in investments in AI/ML based systems.
3.4.1.2. Increase in the number of libraries and packages for MLOps tasks.
3.4.1.3. Rise of data-centric approach to MLOps
3.4.2. Restraints
3.4.2.1. Inaccessible data and data security.
3.4.2.2. Rigid business models.
3.4.2.3. Lack of talent.
3.4.2.4. Time-consuming implementation
3.4.3. Opportunities
3.4.3.1. Rapid changes in business model software due to geographical expansion of the businesses
3.5. COVID-19 Impact Analysis on the market
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 INDUSTRIAL 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 trends 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 Industrial Vertical
8.2.6. Market size and forecast, by country
8.2.6.1. U.S.
8.2.6.1.1. Key market trends, growth factors and opportunities
8.2.6.1.2. Market size and forecast, by Component
8.2.6.1.3. Market size and forecast, by Deployment Mode
8.2.6.1.4. Market size and forecast, by Organization Size
8.2.6.1.5. Market size and forecast, by Industrial Vertical
8.2.6.2. Canada
8.2.6.2.1. Key market trends, growth factors and opportunities
8.2.6.2.2. Market size and forecast, by Component
8.2.6.2.3. Market size and forecast, by Deployment Mode
8.2.6.2.4. Market size and forecast, by Organization Size
8.2.6.2.5. Market size and forecast, by Industrial Vertical
8.3. Europe
8.3.1. Key trends 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 Industrial Vertical
8.3.6. Market size and forecast, by country
8.3.6.1. UK
8.3.6.1.1. Key market trends, growth factors and opportunities
8.3.6.1.2. Market size and forecast, by Component
8.3.6.1.3. Market size and forecast, by Deployment Mode
8.3.6.1.4. Market size and forecast, by Organization Size
8.3.6.1.5. Market size and forecast, by Industrial Vertical
8.3.6.2. Germany
8.3.6.2.1. Key market trends, growth factors and opportunities
8.3.6.2.2. Market size and forecast, by Component
8.3.6.2.3. Market size and forecast, by Deployment Mode
8.3.6.2.4. Market size and forecast, by Organization Size
8.3.6.2.5. Market size and forecast, by Industrial Vertical
8.3.6.3. France
8.3.6.3.1. Key market trends, growth factors and opportunities
8.3.6.3.2. Market size and forecast, by Component
8.3.6.3.3. Market size and forecast, by Deployment Mode
8.3.6.3.4. Market size and forecast, by Organization Size
8.3.6.3.5. Market size and forecast, by Industrial Vertical
8.3.6.4. Italy
8.3.6.4.1. Key market trends, growth factors and opportunities
8.3.6.4.2. Market size and forecast, by Component
8.3.6.4.3. Market size and forecast, by Deployment Mode
8.3.6.4.4. Market size and forecast, by Organization Size
8.3.6.4.5. Market size and forecast, by Industrial Vertical
8.3.6.5. Spain
8.3.6.5.1. Key market trends, growth factors and opportunities
8.3.6.5.2. Market size and forecast, by Component
8.3.6.5.3. Market size and forecast, by Deployment Mode
8.3.6.5.4. Market size and forecast, by Organization Size
8.3.6.5.5. Market size and forecast, by Industrial Vertical
8.3.6.6. Rest of Europe
8.3.6.6.1. Key market trends, growth factors and opportunities
8.3.6.6.2. Market size and forecast, by Component
8.3.6.6.3. Market size and forecast, by Deployment Mode
8.3.6.6.4. Market size and forecast, by Organization Size
8.3.6.6.5. Market size and forecast, by Industrial Vertical
8.4. Asia-Pacific
8.4.1. Key trends 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 Industrial Vertical
8.4.6. Market size and forecast, by country
8.4.6.1. China
8.4.6.1.1. Key market trends, growth factors and opportunities
8.4.6.1.2. Market size and forecast, by Component
8.4.6.1.3. Market size and forecast, by Deployment Mode
8.4.6.1.4. Market size and forecast, by Organization Size
8.4.6.1.5. Market size and forecast, by Industrial Vertical
8.4.6.2. Japan
8.4.6.2.1. Key market trends, growth factors and opportunities
8.4.6.2.2. Market size and forecast, by Component
8.4.6.2.3. Market size and forecast, by Deployment Mode
8.4.6.2.4. Market size and forecast, by Organization Size
8.4.6.2.5. Market size and forecast, by Industrial Vertical
8.4.6.3. India
8.4.6.3.1. Key market trends, growth factors and opportunities
8.4.6.3.2. Market size and forecast, by Component
8.4.6.3.3. Market size and forecast, by Deployment Mode
8.4.6.3.4. Market size and forecast, by Organization Size
8.4.6.3.5. Market size and forecast, by Industrial Vertical
8.4.6.4. Australia
8.4.6.4.1. Key market trends, growth factors and opportunities
8.4.6.4.2. Market size and forecast, by Component
8.4.6.4.3. Market size and forecast, by Deployment Mode
8.4.6.4.4. Market size and forecast, by Organization Size
8.4.6.4.5. Market size and forecast, by Industrial Vertical
8.4.6.5. South Korea
8.4.6.5.1. Key market trends, growth factors and opportunities
8.4.6.5.2. Market size and forecast, by Component
8.4.6.5.3. Market size and forecast, by Deployment Mode
8.4.6.5.4. Market size and forecast, by Organization Size
8.4.6.5.5. Market size and forecast, by Industrial Vertical
8.4.6.6. Rest of Asia-Pacific
8.4.6.6.1. Key market trends, growth factors and opportunities
8.4.6.6.2. Market size and forecast, by Component
8.4.6.6.3. Market size and forecast, by Deployment Mode
8.4.6.6.4. Market size and forecast, by Organization Size
8.4.6.6.5. Market size and forecast, by Industrial Vertical
8.5. LAMEA
8.5.1. Key trends 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 Industrial Vertical
8.5.6. Market size and forecast, by country
8.5.6.1. Latin America
8.5.6.1.1. Key market trends, growth factors and opportunities
8.5.6.1.2. Market size and forecast, by Component
8.5.6.1.3. Market size and forecast, by Deployment Mode
8.5.6.1.4. Market size and forecast, by Organization Size
8.5.6.1.5. Market size and forecast, by Industrial Vertical
8.5.6.2. Middle East
8.5.6.2.1. Key market trends, growth factors and opportunities
8.5.6.2.2. Market size and forecast, by Component
8.5.6.2.3. Market size and forecast, by Deployment Mode
8.5.6.2.4. Market size and forecast, by Organization Size
8.5.6.2.5. Market size and forecast, by Industrial Vertical
8.5.6.3. Africa
8.5.6.3.1. Key market trends, growth factors and opportunities
8.5.6.3.2. Market size and forecast, by Component
8.5.6.3.3. Market size and forecast, by Deployment Mode
8.5.6.3.4. Market size and forecast, by Organization Size
8.5.6.3.5. Market size and forecast, by Industrial 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, 2021
CHAPTER 10: COMPANY PROFILES
10.1. Akira AI
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
10.2. Alteryx
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. Amazon Web Services, Inc.
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
10.3.6. Business performance
10.3.7. Key strategic moves and developments
10.4. Cloudera, Inc.
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
10.5. Databricks, Inc.
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. Key strategic moves and developments
10.6. DataRobot, 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. GAVS Technologies
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
10.8. Google LLC
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. Business performance
10.8.7. Key strategic moves and developments
10.9. IBM Corporation
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
10.9.6. Business performance
10.10. Microsoft Corporation
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, 2021-2031 (REVENUE, $MILLION)
TABLE 02. MLOPS MARKET FOR PLATFORM, BY REGION, 2021-2031 (REVENUE, $MILLION)
TABLE 03. MLOPS MARKET FOR SERVICE, BY REGION, 2021-2031 (REVENUE, $MILLION)
TABLE 04. GLOBAL MLOPS MARKET, BY DEPLOYMENT MODE, 2021-2031 (REVENUE, $MILLION)
TABLE 05. MLOPS MARKET FOR ON PREMISE, BY REGION, 2021-2031 (REVENUE, $MILLION)
TABLE 06. MLOPS MARKET FOR CLOUD, BY REGION, 2021-2031 (REVENUE, $MILLION)
TABLE 07. GLOBAL MLOPS MARKET, BY ORGANIZATION SIZE, 2021-2031 (REVENUE, $MILLION)
TABLE 08. MLOPS MARKET FOR LARGE ENTERPRISES, BY REGION, 2021-2031 (REVENUE, $MILLION)
TABLE 09. MLOPS MARKET FOR SMALL AND MEDIUM-SIZED ENTERPRISES, BY REGION, 2021-2031 (REVENUE, $MILLION)
TABLE 10. GLOBAL MLOPS MARKET, BY INDUSTRIAL VERTICAL, 2021-2031 (REVENUE, $MILLION)
TABLE 11. MLOPS MARKET FOR BFSI, BY REGION, 2021-2031 (REVENUE, $MILLION)
TABLE 12. MLOPS MARKET FOR MANUFACTURING, BY REGION, 2021-2031 (REVENUE, $MILLION)
TABLE 13. MLOPS MARKET FOR IT AND TELECOM, BY REGION, 2021-2031 (REVENUE, $MILLION)
TABLE 14. MLOPS MARKET FOR RETAIL AND E-COMMERCE, BY REGION, 2021-2031 (REVENUE, $MILLION)
TABLE 15. MLOPS MARKET FOR ENERGY AND UTILITY, BY REGION, 2021-2031 (REVENUE, $MILLION)
TABLE 16. MLOPS MARKET FOR HEALTHCARE, BY REGION, 2021-2031 (REVENUE, $MILLION)
TABLE 17. MLOPS MARKET FOR MEDIA AND ENTERTAINMENT, BY REGION, 2021-2031 (REVENUE, $MILLION)
TABLE 18. MLOPS MARKET FOR OTHERS, BY REGION, 2021-2031 (REVENUE, $MILLION)
TABLE 19. MLOPS MARKET, BY REGION, 2021-2031 (REVENUE, $MILLION)
TABLE 20. NORTH AMERICA MLOPS MARKET, BY COMPONENT, 2021-2031 (REVENUE, $MILLION)
TABLE 21. NORTH AMERICA MLOPS MARKET, BY DEPLOYMENT MODE, 2021-2031 (REVENUE, $MILLION)
TABLE 22. NORTH AMERICA MLOPS MARKET, BY ORGANIZATION SIZE, 2021-2031 (REVENUE, $MILLION)
TABLE 23. NORTH AMERICA MLOPS MARKET, BY INDUSTRIAL VERTICAL, 2021-2031 (REVENUE, $MILLION)
TABLE 24. NORTH AMERICA MLOPS MARKET, BY COUNTRY, 2021-2031 (REVENUE, $MILLION)
TABLE 25. U.S. MLOPS MARKET, BY COMPONENT, 2021-2031 (REVENUE, $MILLION)
TABLE 26. U.S. MLOPS MARKET, BY DEPLOYMENT MODE, 2021-2031 (REVENUE, $MILLION)
TABLE 27. U.S. MLOPS MARKET, BY ORGANIZATION SIZE, 2021-2031 (REVENUE, $MILLION)
TABLE 28. U.S. MLOPS MARKET, BY INDUSTRIAL VERTICAL, 2021-2031 (REVENUE, $MILLION)
TABLE 29. CANADA MLOPS MARKET, BY COMPONENT, 2021-2031 (REVENUE, $MILLION)
TABLE 30. CANADA MLOPS MARKET, BY DEPLOYMENT MODE, 2021-2031 (REVENUE, $MILLION)
TABLE 31. CANADA MLOPS MARKET, BY ORGANIZATION SIZE, 2021-2031 (REVENUE, $MILLION)
TABLE 32. CANADA MLOPS MARKET, BY INDUSTRIAL VERTICAL, 2021-2031 (REVENUE, $MILLION)
TABLE 33. EUROPE MLOPS MARKET, BY COMPONENT, 2021-2031 (REVENUE, $MILLION)
TABLE 34. EUROPE MLOPS MARKET, BY DEPLOYMENT MODE, 2021-2031 (REVENUE, $MILLION)
TABLE 35. EUROPE MLOPS MARKET, BY ORGANIZATION SIZE, 2021-2031 (REVENUE, $MILLION)
TABLE 36. EUROPE MLOPS MARKET, BY INDUSTRIAL VERTICAL, 2021-2031 (REVENUE, $MILLION)
TABLE 37. EUROPE MLOPS MARKET, BY COUNTRY, 2021-2031 (REVENUE, $MILLION)
TABLE 38. UK MLOPS MARKET, BY COMPONENT, 2021-2031 (REVENUE, $MILLION)
TABLE 39. UK MLOPS MARKET, BY DEPLOYMENT MODE, 2021-2031 (REVENUE, $MILLION)
TABLE 40. UK MLOPS MARKET, BY ORGANIZATION SIZE, 2021-2031 (REVENUE, $MILLION)
TABLE 41. UK MLOPS MARKET, BY INDUSTRIAL VERTICAL, 2021-2031 (REVENUE, $MILLION)
TABLE 42. GERMANY MLOPS MARKET, BY COMPONENT, 2021-2031 (REVENUE, $MILLION)
TABLE 43. GERMANY MLOPS MARKET, BY DEPLOYMENT MODE, 2021-2031 (REVENUE, $MILLION)
TABLE 44. GERMANY MLOPS MARKET, BY ORGANIZATION SIZE, 2021-2031 (REVENUE, $MILLION)
TABLE 45. GERMANY MLOPS MARKET, BY INDUSTRIAL VERTICAL, 2021-2031 (REVENUE, $MILLION)
TABLE 46. FRANCE MLOPS MARKET, BY COMPONENT, 2021-2031 (REVENUE, $MILLION)
TABLE 47. FRANCE MLOPS MARKET, BY DEPLOYMENT MODE, 2021-2031 (REVENUE, $MILLION)
TABLE 48. FRANCE MLOPS MARKET, BY ORGANIZATION SIZE, 2021-2031 (REVENUE, $MILLION)
TABLE 49. FRANCE MLOPS MARKET, BY INDUSTRIAL VERTICAL, 2021-2031 (REVENUE, $MILLION)
TABLE 50. ITALY MLOPS MARKET, BY COMPONENT, 2021-2031 (REVENUE, $MILLION)
TABLE 51. ITALY MLOPS MARKET, BY DEPLOYMENT MODE, 2021-2031 (REVENUE, $MILLION)
TABLE 52. ITALY MLOPS MARKET, BY ORGANIZATION SIZE, 2021-2031 (REVENUE, $MILLION)
TABLE 53. ITALY MLOPS MARKET, BY INDUSTRIAL VERTICAL, 2021-2031 (REVENUE, $MILLION)
TABLE 54. SPAIN MLOPS MARKET, BY COMPONENT, 2021-2031 (REVENUE, $MILLION)
TABLE 55. SPAIN MLOPS MARKET, BY DEPLOYMENT MODE, 2021-2031 (REVENUE, $MILLION)
TABLE 56. SPAIN MLOPS MARKET, BY ORGANIZATION SIZE, 2021-2031 (REVENUE, $MILLION)
TABLE 57. SPAIN MLOPS MARKET, BY INDUSTRIAL VERTICAL, 2021-2031 (REVENUE, $MILLION)
TABLE 58. REST OF EUROPE MLOPS MARKET, BY COMPONENT, 2021-2031 (REVENUE, $MILLION)
TABLE 59. REST OF EUROPE MLOPS MARKET, BY DEPLOYMENT MODE, 2021-2031 (REVENUE, $MILLION)
TABLE 60. REST OF EUROPE MLOPS MARKET, BY ORGANIZATION SIZE, 2021-2031 (REVENUE, $MILLION)
TABLE 61. REST OF EUROPE MLOPS MARKET, BY INDUSTRIAL VERTICAL, 2021-2031 (REVENUE, $MILLION)
TABLE 62. ASIA-PACIFIC MLOPS MARKET, BY COMPONENT, 2021-2031 (REVENUE, $MILLION)
TABLE 63. ASIA-PACIFIC MLOPS MARKET, BY DEPLOYMENT MODE, 2021-2031 (REVENUE, $MILLION)
TABLE 64. ASIA-PACIFIC MLOPS MARKET, BY ORGANIZATION SIZE, 2021-2031 (REVENUE, $MILLION)
TABLE 65. ASIA-PACIFIC MLOPS MARKET, BY INDUSTRIAL VERTICAL, 2021-2031 (REVENUE, $MILLION)
TABLE 66. ASIA-PACIFIC MLOPS MARKET, BY COUNTRY, 2021-2031 (REVENUE, $MILLION)
TABLE 67. CHINA MLOPS MARKET, BY COMPONENT, 2021-2031 (REVENUE, $MILLION)
TABLE 68. CHINA MLOPS MARKET, BY DEPLOYMENT MODE, 2021-2031 (REVENUE, $MILLION)
TABLE 69. CHINA MLOPS MARKET, BY ORGANIZATION SIZE, 2021-2031 (REVENUE, $MILLION)
TABLE 70. CHINA MLOPS MARKET, BY INDUSTRIAL VERTICAL, 2021-2031 (REVENUE, $MILLION)
TABLE 71. JAPAN MLOPS MARKET, BY COMPONENT, 2021-2031 (REVENUE, $MILLION)
TABLE 72. JAPAN MLOPS MARKET, BY DEPLOYMENT MODE, 2021-2031 (REVENUE, $MILLION)
TABLE 73. JAPAN MLOPS MARKET, BY ORGANIZATION SIZE, 2021-2031 (REVENUE, $MILLION)
TABLE 74. JAPAN MLOPS MARKET, BY INDUSTRIAL VERTICAL, 2021-2031 (REVENUE, $MILLION)
TABLE 75. INDIA MLOPS MARKET, BY COMPONENT, 2021-2031 (REVENUE, $MILLION)
TABLE 76. INDIA MLOPS MARKET, BY DEPLOYMENT MODE, 2021-2031 (REVENUE, $MILLION)
TABLE 77. INDIA MLOPS MARKET, BY ORGANIZATION SIZE, 2021-2031 (REVENUE, $MILLION)
TABLE 78. INDIA MLOPS MARKET, BY INDUSTRIAL VERTICAL, 2021-2031 (REVENUE, $MILLION)
TABLE 79. AUSTRALIA MLOPS MARKET, BY COMPONENT, 2021-2031 (REVENUE, $MILLION)
TABLE 80. AUSTRALIA MLOPS MARKET, BY DEPLOYMENT MODE, 2021-2031 (REVENUE, $MILLION)
TABLE 81. AUSTRALIA MLOPS MARKET, BY ORGANIZATION SIZE, 2021-2031 (REVENUE, $MILLION)
TABLE 82. AUSTRALIA MLOPS MARKET, BY INDUSTRIAL VERTICAL, 2021-2031 (REVENUE, $MILLION)
TABLE 83. SOUTH KOREA MLOPS MARKET, BY COMPONENT, 2021-2031 (REVENUE, $MILLION)
TABLE 84. SOUTH KOREA MLOPS MARKET, BY DEPLOYMENT MODE, 2021-2031 (REVENUE, $MILLION)
TABLE 85. SOUTH KOREA MLOPS MARKET, BY ORGANIZATION SIZE, 2021-2031 (REVENUE, $MILLION)
TABLE 86. SOUTH KOREA MLOPS MARKET, BY INDUSTRIAL VERTICAL, 2021-2031 (REVENUE, $MILLION)
TABLE 87. REST OF ASIA-PACIFIC MLOPS MARKET, BY COMPONENT, 2021-2031 (REVENUE, $MILLION)
TABLE 88. REST OF ASIA-PACIFIC MLOPS MARKET, BY DEPLOYMENT MODE, 2021-2031 (REVENUE, $MILLION)
TABLE 89. REST OF ASIA-PACIFIC MLOPS MARKET, BY ORGANIZATION SIZE, 2021-2031 (REVENUE, $MILLION)
TABLE 90. REST OF ASIA-PACIFIC MLOPS MARKET, BY INDUSTRIAL VERTICAL, 2021-2031 (REVENUE, $MILLION)
TABLE 91. LAMEA MLOPS MARKET, BY COMPONENT, 2021-2031 (REVENUE, $MILLION)
TABLE 92. LAMEA MLOPS MARKET, BY DEPLOYMENT MODE, 2021-2031 (REVENUE, $MILLION)
TABLE 93. LAMEA MLOPS MARKET, BY ORGANIZATION SIZE, 2021-2031 (REVENUE, $MILLION)
TABLE 94. LAMEA MLOPS MARKET, BY INDUSTRIAL VERTICAL, 2021-2031 (REVENUE, $MILLION)
TABLE 95. LAMEA MLOPS MARKET, BY COUNTRY, 2021-2031 (REVENUE, $MILLION)
TABLE 96. LATIN AMERICA MLOPS MARKET, BY COMPONENT, 2021-2031 (REVENUE, $MILLION)
TABLE 97. LATIN AMERICA MLOPS MARKET, BY DEPLOYMENT MODE, 2021-2031 (REVENUE, $MILLION)
TABLE 98. LATIN AMERICA MLOPS MARKET, BY ORGANIZATION SIZE, 2021-2031 (REVENUE, $MILLION)
TABLE 99. LATIN AMERICA MLOPS MARKET, BY INDUSTRIAL VERTICAL, 2021-2031 (REVENUE, $MILLION)
TABLE 100. MIDDLE EAST MLOPS MARKET, BY COMPONENT, 2021-2031 (REVENUE, $MILLION)
TABLE 101. MIDDLE EAST MLOPS MARKET, BY DEPLOYMENT MODE, 2021-2031 (REVENUE, $MILLION)
TABLE 102. MIDDLE EAST MLOPS MARKET, BY ORGANIZATION SIZE, 2021-2031 (REVENUE, $MILLION)
TABLE 103. MIDDLE EAST MLOPS MARKET, BY INDUSTRIAL VERTICAL, 2021-2031 (REVENUE, $MILLION)
TABLE 104. AFRICA MLOPS MARKET, BY COMPONENT, 2021-2031 (REVENUE, $MILLION)
TABLE 105. AFRICA MLOPS MARKET, BY DEPLOYMENT MODE, 2021-2031 (REVENUE, $MILLION)
TABLE 106. AFRICA MLOPS MARKET, BY ORGANIZATION SIZE, 2021-2031 (REVENUE, $MILLION)
TABLE 107. AFRICA MLOPS MARKET, BY INDUSTRIAL VERTICAL, 2021-2031 (REVENUE, $MILLION)
TABLE 108. AKIRA AI: KEY EXECUTIVES
TABLE 109. AKIRA AI: COMPANY SNAPSHOT
TABLE 110. AKIRA AI: SERVICE SEGMENTS
TABLE 111. AKIRA AI: PRODUCT PORTFOLIO
TABLE 112. ALTERYX: KEY EXECUTIVES
TABLE 113. ALTERYX: COMPANY SNAPSHOT
TABLE 114. ALTERYX: SERVICE SEGMENTS
TABLE 115. ALTERYX: PRODUCT PORTFOLIO
TABLE 116. ALTERYX: KEY STRATERGIES
TABLE 117. AMAZON WEB SERVICES, INC.: KEY EXECUTIVES
TABLE 118. AMAZON WEB SERVICES, INC.: COMPANY SNAPSHOT
TABLE 119. AMAZON WEB SERVICES, INC.: SERVICE SEGMENTS
TABLE 120. AMAZON WEB SERVICES, INC.: PRODUCT PORTFOLIO
TABLE 121. AMAZON WEB SERVICES, INC.: KEY STRATERGIES
TABLE 122. CLOUDERA, INC.: KEY EXECUTIVES
TABLE 123. CLOUDERA, INC.: COMPANY SNAPSHOT
TABLE 124. CLOUDERA, INC.: SERVICE SEGMENTS
TABLE 125. CLOUDERA, INC.: PRODUCT PORTFOLIO
TABLE 126. DATABRICKS, INC.: KEY EXECUTIVES
TABLE 127. DATABRICKS, INC.: COMPANY SNAPSHOT
TABLE 128. DATABRICKS, INC.: SERVICE SEGMENTS
TABLE 129. DATABRICKS, INC.: PRODUCT PORTFOLIO
TABLE 130. DATABRICKS, INC.: KEY STRATERGIES
TABLE 131. DATAROBOT, INC.: KEY EXECUTIVES
TABLE 132. DATAROBOT, INC.: COMPANY SNAPSHOT
TABLE 133. DATAROBOT, INC.: SERVICE SEGMENTS
TABLE 134. DATAROBOT, INC.: PRODUCT PORTFOLIO
TABLE 135. DATAROBOT, INC.: KEY STRATERGIES
TABLE 136. GAVS TECHNOLOGIES: KEY EXECUTIVES
TABLE 137. GAVS TECHNOLOGIES: COMPANY SNAPSHOT
TABLE 138. GAVS TECHNOLOGIES: SERVICE SEGMENTS
TABLE 139. GAVS TECHNOLOGIES: PRODUCT PORTFOLIO
TABLE 140. GOOGLE LLC: KEY EXECUTIVES
TABLE 141. GOOGLE LLC: COMPANY SNAPSHOT
TABLE 142. GOOGLE LLC: SERVICE SEGMENTS
TABLE 143. GOOGLE LLC: PRODUCT PORTFOLIO
TABLE 144. GOOGLE LLC: KEY STRATERGIES
TABLE 145. IBM CORPORATION: KEY EXECUTIVES
TABLE 146. IBM CORPORATION: COMPANY SNAPSHOT
TABLE 147. IBM CORPORATION: SERVICE SEGMENTS
TABLE 148. IBM CORPORATION: PRODUCT PORTFOLIO
TABLE 149. MICROSOFT CORPORATION: KEY EXECUTIVES
TABLE 150. MICROSOFT CORPORATION: COMPANY SNAPSHOT
TABLE 151. MICROSOFT CORPORATION: SERVICE SEGMENTS
TABLE 152. MICROSOFT CORPORATION: PRODUCT PORTFOLIO
TABLE 153. MICROSOFT CORPORATION: KEY STRATERGIES
LIST OF FIGURES
FIGURE 01. MLOPS MARKET, 2021-2031
FIGURE 02. SEGMENTATION OF MLOPS MARKET, 2021-2031
FIGURE 03. TOP INVESTMENT POCKETS IN MLOPS MARKET (2022-2031)
FIGURE 04. MODERATE BARGAINING POWER OF SUPPLIERS
FIGURE 05. HIGH BARGAINING POWER OF BUYERS
FIGURE 06. HIGH THREAT OF SUBSTITUTES
FIGURE 07. HIGH THREAT OF NEW ENTRANTS
FIGURE 08. MODERATE INTENSITY OF RIVALRY
FIGURE 09. DRIVERS, RESTRAINTS AND OPPORTUNITIES: GLOBALMLOPS MARKET
FIGURE 10. MLOPS MARKET, BY COMPONENT, 2021(%)
FIGURE 11. COMPARATIVE SHARE ANALYSIS OF MLOPS MARKET FOR PLATFORM, BY COUNTRY 2021-2031(%)
FIGURE 12. COMPARATIVE SHARE ANALYSIS OF MLOPS MARKET FOR SERVICE, BY COUNTRY 2021-2031(%)
FIGURE 13. MLOPS MARKET, BY DEPLOYMENT MODE, 2021(%)
FIGURE 14. COMPARATIVE SHARE ANALYSIS OF MLOPS MARKET FOR ON PREMISE, BY COUNTRY 2021-2031(%)
FIGURE 15. COMPARATIVE SHARE ANALYSIS OF MLOPS MARKET FOR CLOUD, BY COUNTRY 2021-2031(%)
FIGURE 16. MLOPS MARKET, BY ORGANIZATION SIZE, 2021(%)
FIGURE 17. COMPARATIVE SHARE ANALYSIS OF MLOPS MARKET FOR LARGE ENTERPRISES, BY COUNTRY 2021-2031(%)
FIGURE 18. COMPARATIVE SHARE ANALYSIS OF MLOPS MARKET FOR SMALL AND MEDIUM-SIZED ENTERPRISES, BY COUNTRY 2021-2031(%)
FIGURE 19. MLOPS MARKET, BY INDUSTRIAL VERTICAL, 2021(%)
FIGURE 20. COMPARATIVE SHARE ANALYSIS OF MLOPS MARKET FOR BFSI, BY COUNTRY 2021-2031(%)
FIGURE 21. COMPARATIVE SHARE ANALYSIS OF MLOPS MARKET FOR MANUFACTURING, BY COUNTRY 2021-2031(%)
FIGURE 22. COMPARATIVE SHARE ANALYSIS OF MLOPS MARKET FOR IT AND TELECOM, BY COUNTRY 2021-2031(%)
FIGURE 23. COMPARATIVE SHARE ANALYSIS OF MLOPS MARKET FOR RETAIL AND E-COMMERCE, BY COUNTRY 2021-2031(%)
FIGURE 24. COMPARATIVE SHARE ANALYSIS OF MLOPS MARKET FOR ENERGY AND UTILITY, BY COUNTRY 2021-2031(%)
FIGURE 25. COMPARATIVE SHARE ANALYSIS OF MLOPS MARKET FOR HEALTHCARE, BY COUNTRY 2021-2031(%)
FIGURE 26. COMPARATIVE SHARE ANALYSIS OF MLOPS MARKET FOR MEDIA AND ENTERTAINMENT, BY COUNTRY 2021-2031(%)
FIGURE 27. COMPARATIVE SHARE ANALYSIS OF MLOPS MARKET FOR OTHERS, BY COUNTRY 2021-2031(%)
FIGURE 28. MLOPS MARKET BY REGION, 2021
FIGURE 29. U.S. MLOPS MARKET, 2021-2031 ($MILLION)
FIGURE 30. CANADA MLOPS MARKET, 2021-2031 ($MILLION)
FIGURE 31. UK MLOPS MARKET, 2021-2031 ($MILLION)
FIGURE 32. GERMANY MLOPS MARKET, 2021-2031 ($MILLION)
FIGURE 33. FRANCE MLOPS MARKET, 2021-2031 ($MILLION)
FIGURE 34. ITALY MLOPS MARKET, 2021-2031 ($MILLION)
FIGURE 35. SPAIN MLOPS MARKET, 2021-2031 ($MILLION)
FIGURE 36. REST OF EUROPE MLOPS MARKET, 2021-2031 ($MILLION)
FIGURE 37. CHINA MLOPS MARKET, 2021-2031 ($MILLION)
FIGURE 38. JAPAN MLOPS MARKET, 2021-2031 ($MILLION)
FIGURE 39. INDIA MLOPS MARKET, 2021-2031 ($MILLION)
FIGURE 40. AUSTRALIA MLOPS MARKET, 2021-2031 ($MILLION)
FIGURE 41. SOUTH KOREA MLOPS MARKET, 2021-2031 ($MILLION)
FIGURE 42. REST OF ASIA-PACIFIC MLOPS MARKET, 2021-2031 ($MILLION)
FIGURE 43. LATIN AMERICA MLOPS MARKET, 2021-2031 ($MILLION)
FIGURE 44. MIDDLE EAST MLOPS MARKET, 2021-2031 ($MILLION)
FIGURE 45. AFRICA MLOPS MARKET, 2021-2031 ($MILLION)
FIGURE 46. TOP WINNING STRATEGIES, BY YEAR
FIGURE 47. TOP WINNING STRATEGIES, BY DEVELOPMENT
FIGURE 48. TOP WINNING STRATEGIES, BY COMPANY
FIGURE 49. PRODUCT MAPPING OF TOP 10 PLAYERS
FIGURE 50. COMPETITIVE DASHBOARD
FIGURE 51. COMPETITIVE HEATMAP: MLOPS MARKET
FIGURE 52. TOP PLAYER POSITIONING, 2021
FIGURE 53. ALTERYX: NET REVENUE, 2019-2021 ($MILLION)
FIGURE 54. ALTERYX: REVENUE SHARE BY SEGMENT, 2021 (%)
FIGURE 55. ALTERYX: REVENUE SHARE BY REGION, 2021 (%)
FIGURE 56. AMAZON WEB SERVICES, INC.: NET REVENUE, 2019-2021 ($MILLION)
FIGURE 57. AMAZON WEB SERVICES, INC.: REVENUE SHARE BY SEGMENT, 2021 (%)
FIGURE 58. AMAZON WEB SERVICES, INC.: REVENUE SHARE BY REGION, 2021 (%)
FIGURE 59. GOOGLE LLC: NET REVENUE, 2019-2021 ($MILLION)
FIGURE 60. GOOGLE LLC: REVENUE SHARE BY SEGMENT, 2021 (%)
FIGURE 61. GOOGLE LLC: REVENUE SHARE BY REGION, 2021 (%)
FIGURE 62. IBM CORPORATION: NET REVENUE, 2019-2021 ($MILLION)
FIGURE 63. IBM CORPORATION: RESEARCH & DEVELOPMENT EXPENDITURE, 2019-2021
FIGURE 64. IBM CORPORATION: REVENUE SHARE BY REGION, 2021 (%)
FIGURE 65. IBM CORPORATION: REVENUE SHARE BY SEGMENT, 2021 (%)
FIGURE 66. MICROSOFT CORPORATION: NET REVENUE, 2018-2020 ($MILLION)
FIGURE 67. MICROSOFT CORPORATION: RESEARCH & DEVELOPMENT EXPENDITURE, 2018-2020
FIGURE 68. MICROSOFT CORPORATION: REVENUE SHARE BY SEGMENT, 2021 (%)
FIGURE 69. MICROSOFT CORPORATION: REVENUE SHARE BY REGION, 2021 (%)
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