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Service & Software Global MLOps Market 2023 by Company, Regions, Type and Application, Forecast to 2029

  • RnM4527676
    • |
  • 12 April, 2023
    • |
  • Global
    • |
  • 113 Pages
    • |
  • GIR (Global Info Research)
    • |
  • Service & Software

MLOps is the process of taking an experimental Machine Learning model into a production system. The word is a compound of “Machine Learning” and the continuous development practice of DevOps in the software field. Machine Learning models are tested and developed in isolated experimental systems. When an algorithm is ready to be launched, MLOps is practiced between Data Scientists, DevOps, and Machine Learning engineers to transition the algorithm to production systems. Similar to DevOps or DataOps approaches, MLOps seeks to increase automation and improve the quality of production models, while also focusing on business and regulatory requirements. While MLOps started as a set of best practices, it is slowly evolving into an independent approach to ML lifecycle management. MLOps applies to the entire lifecycle - from integrating with model generation (software development lifecycle, continuous integration/continuous delivery), orchestration, and deployment, to health, diagnostics, governance, and business metrics.
The MLOps market covers On-premise, Cloud, etc. The typical players include Cloudera, Dataiku, Datarobot, HPE, etc.
According to our (Global Info Research) latest study, the global MLOps market size was valued at USD million in 2022 and is forecast to a readjusted size of USD million by 2029 with a CAGR of % during review period. The influence of COVID-19 and the Russia-Ukraine War were considered while estimating market sizes.
North America held a key market revenue share of the MLOps market, which account for 61%. Microsoft, Amazon and Google ranked top 3 of the revenue share in global market.
This report is a detailed and comprehensive analysis for global MLOps market. Both quantitative and qualitative analyses are presented by company, by region & country, by Type and by Application. As the market is constantly changing, this report explores the competition, supply and demand trends, as well as key factors that contribute to its changing demands across many markets. Company profiles and product examples of selected competitors, along with market share estimates of some of the selected leaders for the year 2023, are provided.
Key Features:
Global MLOps market size and forecasts, in consumption value ($ Million), 2018-2029
Global MLOps market size and forecasts by region and country, in consumption value ($ Million), 2018-2029
Global MLOps market size and forecasts, by Type and by Application, in consumption value ($ Million), 2018-2029
Global MLOps market shares of main players, in revenue ($ Million), 2018-2023
The Primary Objectives in This Report Are:
To determine the size of the total market opportunity of global and key countries
To assess the growth potential for MLOps
To forecast future growth in each product and end-use market
To assess competitive factors affecting the marketplace
This report profiles key players in the global MLOps market based on the following parameters - company overview, production, value, price, gross margin, product portfolio, geographical presence, and key developments. Key companies covered as a part of this study include Microsoft, Amazon, Google, IBM and Dataiku, etc.
This report also provides key insights about market drivers, restraints, opportunities, new product launches or approvals, COVID-19 and Russia-Ukraine War Influence.
Market segmentation
MLOps market is split by Type and by Application. For the period 2018-2029, the growth among segments provide accurate calculations and forecasts for consumption value by Type and by Application. This analysis can help you expand your business by targeting qualified niche markets.
Market segment by Type
On-premise
Cloud
Hybrid
Market segment by Application
BFSI
Healthcare
Retail
Manufacturing
Public Sector
Others
Market segment by players, this report covers
Microsoft
Amazon
Google
IBM
Dataiku
Lguazio
Databricks
DataRobot, Inc.
Cloudera
Modzy
Algorithmia
HPE
Valohai
Allegro AI
Comet
FloydHub
Paperpace
Cnvrg.io
Market segment by regions, regional analysis covers
North America (United States, Canada, and Mexico)
Europe (Germany, France, UK, Russia, Italy, and Rest of Europe)
Asia-Pacific (China, Japan, South Korea, India, Southeast Asia, Australia and Rest of Asia-Pacific)
South America (Brazil, Argentina and Rest of South America)
Middle East & Africa (Turkey, Saudi Arabia, UAE, Rest of Middle East & Africa)
The content of the study subjects, includes a total of 13 chapters:
Chapter 1, to describe MLOps product scope, market overview, market estimation caveats and base year.
Chapter 2, to profile the top players of MLOps, with revenue, gross margin and global market share of MLOps from 2018 to 2023.
Chapter 3, the MLOps competitive situation, revenue and global market share of top players are analyzed emphatically by landscape contrast.
Chapter 4 and 5, to segment the market size by Type and application, with consumption value and growth rate by Type, application, from 2018 to 2029.
Chapter 6, 7, 8, 9, and 10, to break the market size data at the country level, with revenue and market share for key countries in the world, from 2018 to 2023.and MLOps market forecast, by regions, type and application, with consumption value, from 2024 to 2029.
Chapter 11, market dynamics, drivers, restraints, trends, Porters Five Forces analysis, and Influence of COVID-19 and Russia-Ukraine War
Chapter 12, the key raw materials and key suppliers, and industry chain of MLOps.
Chapter 13, to describe MLOps research findings and conclusion.


1 Market Overview

  • 1.1 Product Overview and Scope of MLOps
  • 1.2 Market Estimation Caveats and Base Year
  • 1.3 Classification of MLOps by Type
    • 1.3.1 Overview: Global MLOps Market Size by Type: 2018 Versus 2022 Versus 2029
    • 1.3.2 Global MLOps Consumption Value Market Share by Type in 2022
    • 1.3.3 On-premise
    • 1.3.4 Cloud
    • 1.3.5 Hybrid
  • 1.4 Global MLOps Market by Application
    • 1.4.1 Overview: Global MLOps Market Size by Application: 2018 Versus 2022 Versus 2029
    • 1.4.2 BFSI
    • 1.4.3 Healthcare
    • 1.4.4 Retail
    • 1.4.5 Manufacturing
    • 1.4.6 Public Sector
    • 1.4.7 Others
  • 1.5 Global MLOps Market Size & Forecast
  • 1.6 Global MLOps Market Size and Forecast by Region
    • 1.6.1 Global MLOps Market Size by Region: 2018 VS 2022 VS 2029
    • 1.6.2 Global MLOps Market Size by Region, (2018-2029)
    • 1.6.3 North America MLOps Market Size and Prospect (2018-2029)
    • 1.6.4 Europe MLOps Market Size and Prospect (2018-2029)
    • 1.6.5 Asia-Pacific MLOps Market Size and Prospect (2018-2029)
    • 1.6.6 South America MLOps Market Size and Prospect (2018-2029)
    • 1.6.7 Middle East and Africa MLOps Market Size and Prospect (2018-2029)

2 Company Profiles

  • 2.1 Microsoft
    • 2.1.1 Microsoft Details
    • 2.1.2 Microsoft Major Business
    • 2.1.3 Microsoft MLOps Product and Solutions
    • 2.1.4 Microsoft MLOps Revenue, Gross Margin and Market Share (2018-2023)
    • 2.1.5 Microsoft Recent Developments and Future Plans
  • 2.2 Amazon
    • 2.2.1 Amazon Details
    • 2.2.2 Amazon Major Business
    • 2.2.3 Amazon MLOps Product and Solutions
    • 2.2.4 Amazon MLOps Revenue, Gross Margin and Market Share (2018-2023)
    • 2.2.5 Amazon Recent Developments and Future Plans
  • 2.3 Google
    • 2.3.1 Google Details
    • 2.3.2 Google Major Business
    • 2.3.3 Google MLOps Product and Solutions
    • 2.3.4 Google MLOps Revenue, Gross Margin and Market Share (2018-2023)
    • 2.3.5 Google Recent Developments and Future Plans
  • 2.4 IBM
    • 2.4.1 IBM Details
    • 2.4.2 IBM Major Business
    • 2.4.3 IBM MLOps Product and Solutions
    • 2.4.4 IBM MLOps Revenue, Gross Margin and Market Share (2018-2023)
    • 2.4.5 IBM Recent Developments and Future Plans
  • 2.5 Dataiku
    • 2.5.1 Dataiku Details
    • 2.5.2 Dataiku Major Business
    • 2.5.3 Dataiku MLOps Product and Solutions
    • 2.5.4 Dataiku MLOps Revenue, Gross Margin and Market Share (2018-2023)
    • 2.5.5 Dataiku Recent Developments and Future Plans
  • 2.6 Lguazio
    • 2.6.1 Lguazio Details
    • 2.6.2 Lguazio Major Business
    • 2.6.3 Lguazio MLOps Product and Solutions
    • 2.6.4 Lguazio MLOps Revenue, Gross Margin and Market Share (2018-2023)
    • 2.6.5 Lguazio Recent Developments and Future Plans
  • 2.7 Databricks
    • 2.7.1 Databricks Details
    • 2.7.2 Databricks Major Business
    • 2.7.3 Databricks MLOps Product and Solutions
    • 2.7.4 Databricks MLOps Revenue, Gross Margin and Market Share (2018-2023)
    • 2.7.5 Databricks Recent Developments and Future Plans
  • 2.8 DataRobot, Inc.
    • 2.8.1 DataRobot, Inc. Details
    • 2.8.2 DataRobot, Inc. Major Business
    • 2.8.3 DataRobot, Inc. MLOps Product and Solutions
    • 2.8.4 DataRobot, Inc. MLOps Revenue, Gross Margin and Market Share (2018-2023)
    • 2.8.5 DataRobot, Inc. Recent Developments and Future Plans
  • 2.9 Cloudera
    • 2.9.1 Cloudera Details
    • 2.9.2 Cloudera Major Business
    • 2.9.3 Cloudera MLOps Product and Solutions
    • 2.9.4 Cloudera MLOps Revenue, Gross Margin and Market Share (2018-2023)
    • 2.9.5 Cloudera Recent Developments and Future Plans
  • 2.10 Modzy
    • 2.10.1 Modzy Details
    • 2.10.2 Modzy Major Business
    • 2.10.3 Modzy MLOps Product and Solutions
    • 2.10.4 Modzy MLOps Revenue, Gross Margin and Market Share (2018-2023)
    • 2.10.5 Modzy Recent Developments and Future Plans
  • 2.11 Algorithmia
    • 2.11.1 Algorithmia Details
    • 2.11.2 Algorithmia Major Business
    • 2.11.3 Algorithmia MLOps Product and Solutions
    • 2.11.4 Algorithmia MLOps Revenue, Gross Margin and Market Share (2018-2023)
    • 2.11.5 Algorithmia Recent Developments and Future Plans
  • 2.12 HPE
    • 2.12.1 HPE Details
    • 2.12.2 HPE Major Business
    • 2.12.3 HPE MLOps Product and Solutions
    • 2.12.4 HPE MLOps Revenue, Gross Margin and Market Share (2018-2023)
    • 2.12.5 HPE Recent Developments and Future Plans
  • 2.13 Valohai
    • 2.13.1 Valohai Details
    • 2.13.2 Valohai Major Business
    • 2.13.3 Valohai MLOps Product and Solutions
    • 2.13.4 Valohai MLOps Revenue, Gross Margin and Market Share (2018-2023)
    • 2.13.5 Valohai Recent Developments and Future Plans
  • 2.14 Allegro AI
    • 2.14.1 Allegro AI Details
    • 2.14.2 Allegro AI Major Business
    • 2.14.3 Allegro AI MLOps Product and Solutions
    • 2.14.4 Allegro AI MLOps Revenue, Gross Margin and Market Share (2018-2023)
    • 2.14.5 Allegro AI Recent Developments and Future Plans
  • 2.15 Comet
    • 2.15.1 Comet Details
    • 2.15.2 Comet Major Business
    • 2.15.3 Comet MLOps Product and Solutions
    • 2.15.4 Comet MLOps Revenue, Gross Margin and Market Share (2018-2023)
    • 2.15.5 Comet Recent Developments and Future Plans
  • 2.16 FloydHub
    • 2.16.1 FloydHub Details
    • 2.16.2 FloydHub Major Business
    • 2.16.3 FloydHub MLOps Product and Solutions
    • 2.16.4 FloydHub MLOps Revenue, Gross Margin and Market Share (2018-2023)
    • 2.16.5 FloydHub Recent Developments and Future Plans
  • 2.17 Paperpace
    • 2.17.1 Paperpace Details
    • 2.17.2 Paperpace Major Business
    • 2.17.3 Paperpace MLOps Product and Solutions
    • 2.17.4 Paperpace MLOps Revenue, Gross Margin and Market Share (2018-2023)
    • 2.17.5 Paperpace Recent Developments and Future Plans
  • 2.18 Cnvrg.io
    • 2.18.1 Cnvrg.io Details
    • 2.18.2 Cnvrg.io Major Business
    • 2.18.3 Cnvrg.io MLOps Product and Solutions
    • 2.18.4 Cnvrg.io MLOps Revenue, Gross Margin and Market Share (2018-2023)
    • 2.18.5 Cnvrg.io Recent Developments and Future Plans

3 Market Competition, by Players

  • 3.1 Global MLOps Revenue and Share by Players (2018-2023)
  • 3.2 Market Share Analysis (2022)
    • 3.2.1 Market Share of MLOps by Company Revenue
    • 3.2.2 Top 3 MLOps Players Market Share in 2022
    • 3.2.3 Top 6 MLOps Players Market Share in 2022
  • 3.3 MLOps Market: Overall Company Footprint Analysis
    • 3.3.1 MLOps Market: Region Footprint
    • 3.3.2 MLOps Market: Company Product Type Footprint
    • 3.3.3 MLOps Market: Company Product Application Footprint
  • 3.4 New Market Entrants and Barriers to Market Entry
  • 3.5 Mergers, Acquisition, Agreements, and Collaborations

4 Market Size Segment by Type

  • 4.1 Global MLOps Consumption Value and Market Share by Type (2018-2023)
  • 4.2 Global MLOps Market Forecast by Type (2024-2029)

5 Market Size Segment by Application

  • 5.1 Global MLOps Consumption Value Market Share by Application (2018-2023)
  • 5.2 Global MLOps Market Forecast by Application (2024-2029)

6 North America

  • 6.1 North America MLOps Consumption Value by Type (2018-2029)
  • 6.2 North America MLOps Consumption Value by Application (2018-2029)
  • 6.3 North America MLOps Market Size by Country
    • 6.3.1 North America MLOps Consumption Value by Country (2018-2029)
    • 6.3.2 United States MLOps Market Size and Forecast (2018-2029)
    • 6.3.3 Canada MLOps Market Size and Forecast (2018-2029)
    • 6.3.4 Mexico MLOps Market Size and Forecast (2018-2029)

7 Europe

  • 7.1 Europe MLOps Consumption Value by Type (2018-2029)
  • 7.2 Europe MLOps Consumption Value by Application (2018-2029)
  • 7.3 Europe MLOps Market Size by Country
    • 7.3.1 Europe MLOps Consumption Value by Country (2018-2029)
    • 7.3.2 Germany MLOps Market Size and Forecast (2018-2029)
    • 7.3.3 France MLOps Market Size and Forecast (2018-2029)
    • 7.3.4 United Kingdom MLOps Market Size and Forecast (2018-2029)
    • 7.3.5 Russia MLOps Market Size and Forecast (2018-2029)
    • 7.3.6 Italy MLOps Market Size and Forecast (2018-2029)

8 Asia-Pacific

  • 8.1 Asia-Pacific MLOps Consumption Value by Type (2018-2029)
  • 8.2 Asia-Pacific MLOps Consumption Value by Application (2018-2029)
  • 8.3 Asia-Pacific MLOps Market Size by Region
    • 8.3.1 Asia-Pacific MLOps Consumption Value by Region (2018-2029)
    • 8.3.2 China MLOps Market Size and Forecast (2018-2029)
    • 8.3.3 Japan MLOps Market Size and Forecast (2018-2029)
    • 8.3.4 South Korea MLOps Market Size and Forecast (2018-2029)
    • 8.3.5 India MLOps Market Size and Forecast (2018-2029)
    • 8.3.6 Southeast Asia MLOps Market Size and Forecast (2018-2029)
    • 8.3.7 Australia MLOps Market Size and Forecast (2018-2029)

9 South America

  • 9.1 South America MLOps Consumption Value by Type (2018-2029)
  • 9.2 South America MLOps Consumption Value by Application (2018-2029)
  • 9.3 South America MLOps Market Size by Country
    • 9.3.1 South America MLOps Consumption Value by Country (2018-2029)
    • 9.3.2 Brazil MLOps Market Size and Forecast (2018-2029)
    • 9.3.3 Argentina MLOps Market Size and Forecast (2018-2029)

10 Middle East & Africa

  • 10.1 Middle East & Africa MLOps Consumption Value by Type (2018-2029)
  • 10.2 Middle East & Africa MLOps Consumption Value by Application (2018-2029)
  • 10.3 Middle East & Africa MLOps Market Size by Country
    • 10.3.1 Middle East & Africa MLOps Consumption Value by Country (2018-2029)
    • 10.3.2 Turkey MLOps Market Size and Forecast (2018-2029)
    • 10.3.3 Saudi Arabia MLOps Market Size and Forecast (2018-2029)
    • 10.3.4 UAE MLOps Market Size and Forecast (2018-2029)

11 Market Dynamics

  • 11.1 MLOps Market Drivers
  • 11.2 MLOps Market Restraints
  • 11.3 MLOps Trends Analysis
  • 11.4 Porters Five Forces Analysis
    • 11.4.1 Threat of New Entrants
    • 11.4.2 Bargaining Power of Suppliers
    • 11.4.3 Bargaining Power of Buyers
    • 11.4.4 Threat of Substitutes
    • 11.4.5 Competitive Rivalry
  • 11.5 Influence of COVID-19 and Russia-Ukraine War
    • 11.5.1 Influence of COVID-19
    • 11.5.2 Influence of Russia-Ukraine War

12 Industry Chain Analysis

  • 12.1 MLOps Industry Chain
  • 12.2 MLOps Upstream Analysis
  • 12.3 MLOps Midstream Analysis
  • 12.4 MLOps Downstream Analysis

13 Research Findings and Conclusion

    14 Appendix

    • 14.1 Methodology
    • 14.2 Research Process and Data Source

    Summary:
    Get latest Market Research Reports on MLOps. Industry analysis & Market Report on MLOps is a syndicated market report, published as Global MLOps Market 2023 by Company, Regions, Type and Application, Forecast to 2029. It is complete Research Study and Industry Analysis of MLOps market, to understand, Market Demand, Growth, trends analysis and Factor Influencing market.

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