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Global MLOps Market Report 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) And By Regions - Industry Trends, Size, Share, Growth, Estimation and Forecast, 2021-2028
ID:VMR11220359
February 2023
Report Formats: Electronic (PDF), MS EXCEL
The global demand for MLOps Market is presumed to reach the market size of nearly USD 24.89 MN by 2028 from USD 1.39 MN in 2021 with a CAGR of 51% under the study period 2022 - 2028.
MLOps is a set of practices and/or tools that enable organizations to manage and optimize the end-to-end machine learning life cycle. It is also known as machine learning operations. This includes everything from data preparation and model development to deployment and monitoring. The goal of MLOps is to enable organizations to deploy machine learning (ML) models in a production environment while maintaining high levels of performance and accuracy.
The research report covers Porter’s Five Forces Model, Market Attractiveness Analysis, and Value Chain analysis. These tools help to get a clear picture of the industry’s structure and evaluate the competition attractiveness at a global level. Additionally, these tools also give an inclusive assessment of each segment in the global market of mlops. The growth and trends of mlops industry provide a holistic approach to this study.
By Component
By Deployment Mode
By Organization Size
By Industrial Vertical
The research report also covers the comprehensive profiles of the key players in the market and an in-depth view of the competitive landscape worldwide. The major players in the mlops market include Akira AI, Amazon Web Services Inc., Cloudera Inc., DataRobot Inc., Google LLC, IBM Corporation, Databricks Inc., GAVS Technologies, Microsoft Corporation, Alteryx. This section consists of a holistic view of the competitive landscape that includes various strategic developments such as key mergers & acquisitions, future capacities, partnerships, financial overviews, collaborations, new product developments, new product launches, and other developments.
MLOps is a set of practices and/or tools that enable organizations to manage and optimize the end-to-end machine learning life cycle. It is also known as machine learning operations. This includes everything from data preparation and model development to deployment and monitoring. The goal of MLOps is to enable organizations to deploy machine learning (ML) models in a production environment while maintaining high levels of performance and accuracy.
Market Dynamics
The MLOps market's growth is driven by the increasing adoption of MLOps technology across enterprises to improve operations and productivity. Moreover, the growing digital and internet penetration worldwide positively impacts the market. Furthermore, increased investments in the healthcare sector and the need for faster and more accurate predictions are driving organizations to adopt MLOps practices to improve the performance and reliability of their machine learning. However, the lack of skilled professionals with expertise in machine learning and IT may limit the market's growth.The research report covers Porter’s Five Forces Model, Market Attractiveness Analysis, and Value Chain analysis. These tools help to get a clear picture of the industry’s structure and evaluate the competition attractiveness at a global level. Additionally, these tools also give an inclusive assessment of each segment in the global market of mlops. The growth and trends of mlops industry provide a holistic approach to this study.
Market Segmentation
This section of the mlops market report provides detailed data on the segments at country and regional level, thereby assisting the strategist in identifying the target demographics for the respective product or services with the upcoming opportunities.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
Regional Analysis
This section covers the regional outlook, which accentuates current and future demand for the MLOps market across North America, Europe, Asia-Pacific, Latin America, and Middle East & Africa. Further, the report focuses on demand, estimation, and forecast for individual application segments across all the prominent regions.Global MLOps Market Share by Region (Representative Graph)
The research report also covers the comprehensive profiles of the key players in the market and an in-depth view of the competitive landscape worldwide. The major players in the mlops market include Akira AI, Amazon Web Services Inc., Cloudera Inc., DataRobot Inc., Google LLC, IBM Corporation, Databricks Inc., GAVS Technologies, Microsoft Corporation, Alteryx. This section consists of a holistic view of the competitive landscape that includes various strategic developments such as key mergers & acquisitions, future capacities, partnerships, financial overviews, collaborations, new product developments, new product launches, and other developments.
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Frequently Asked Questions (FAQs) about this Report
b. In 2021, the global market size for MLOps was worth USD 1.39 Billion.
b. Between 2023 and 2028, the worldwide MLOps market growth is projected to be nearly 51%.
b. North America accounts for the largest market share of the global MLOps market.
b. The global MLOps market is segmented 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).
b. The leading players in the global MLOps market are Akira AI, Amazon Web Services Inc., Cloudera Inc., DataRobot Inc., Google LLC, IBM Corporation, Databricks Inc., GAVS Technologies, Microsoft Corporation, Alteryx.
1 . PREFACE
1.1. Report Description
1.1.1. Objective
1.1.2. Target Audience
1.1.3. Unique Selling Proposition (USP) & offerings
1.2. Research Scope
1.3. Research Methodology
1.3.1. Market Research Process
1.3.2. Market Research Methodology
2 . EXECUTIVE SUMMARY
2.1. Highlights of Market
2.2. Global Market Snapshot
3 . MLOPS – INDUSTRY ANALYSIS
3.1. Introduction - Market Dynamics
3.2. Market Drivers
3.3. Market Restraints
3.4. Opportunities
3.5. Industry Trends
3.6. Porter’s Five Force Analysis
3.7. Market Attractiveness Analysis
3.7.1 Market Attractiveness Analysis By Component
3.7.2 Market Attractiveness Analysis By Deployment Mode
3.7.3 Market Attractiveness Analysis By Organization Size
3.7.4 Market Attractiveness Analysis By Industrial Vertical
3.7.5 Market Attractiveness Analysis By Region
4 . VALUE CHAIN ANALYSIS
4.1. Value Chain Analysis
4.2. Raw Material Analysis
4.2.1. List of Raw Materials
4.2.2. Raw Material Manufactures List
4.2.3. Price Trend of Key Raw Materials
4.3. List of Potential Buyers
4.4. Marketing Channel
4.4.1. Direct Marketing
4.4.2. Indirect Marketing
4.4.3. Marketing Channel Development Trend
5 . IMPACT ANALYSIS OF COVID-19 OUTBREAK
5.1. Impact Analysis of Covid-19 Outbreak
5.1.1. Direct Impact on Production
5.1.2. Supply Chain and Market Disruption
5.1.3. Financial Impact on Firms and Financial Markets
5.2. COVID-19 Impact Analysis by Production, Import, Export and Demand
5.3. Market: Pre V/S Post COVID-19
5.4. Estimated Impact of the Coronavirus (COVID-19) Epidemic
5.5. COVID-19: Micro and Macro Factor Analysis
6 . GLOBAL MLOPS MARKET ANALYSIS BY COMPONENT
6.1 Overview by Component
6.2 Historical and Forecast Data
6.3 Analysis by Component
6.4 Platform Historic and Forecast Sales by Regions
6.5 Service Historic and Forecast Sales by Regions
7 . GLOBAL MLOPS MARKET ANALYSIS BY DEPLOYMENT MODE
7.1 Overview by Deployment Mode
7.2 Historical and Forecast Data
7.3 Analysis by Deployment Mode
7.4 On Premise Historic and Forecast Sales by Regions
7.5 Cloud Historic and Forecast Sales by Regions
8 . GLOBAL MLOPS MARKET ANALYSIS BY ORGANIZATION SIZE
8.1 Overview by Organization Size
8.2 Historical and Forecast Data
8.3 Analysis by Organization Size
8.4 Large Enterprises Historic and Forecast Sales by Regions
8.5 Small And Medium-sized Enterprises Historic and Forecast Sales by Regions
9 . GLOBAL MLOPS MARKET ANALYSIS BY INDUSTRIAL VERTICAL
9.1 Overview by Industrial Vertical
9.2 Historical and Forecast Data
9.3 Analysis by Industrial Vertical
9.4 BFSI Historic and Forecast Sales by Regions
9.5 Manufacturing Historic and Forecast Sales by Regions
9.6 IT And Telecom Historic and Forecast Sales by Regions
9.7 Retail And E-commerce Historic and Forecast Sales by Regions
9.8 Energy And Utility Historic and Forecast Sales by Regions
9.9 Healthcare Historic and Forecast Sales by Regions
9.10. Media And Entertainment Historic and Forecast Sales by Regions
9.11 Others Historic and Forecast Sales by Regions
10 . GLOBAL MLOPS MARKET ANALYSIS BY GEOGRAPHY
10.1. Regional Outlook
10.2. Introduction
10.3. North America Sales Analysis
10.3.1. Overview, Historic and Forecast Sales Analysis
10.3.2. North America By Segment Sales Analysis
10.3.3. North America By Country Sales Analysis
10.3.4. United State Sales Analysis
10.3.5. Canada Sales Analysis
10.3.6. Mexico Sales Analysis
10.4. Europe Sales Analysis
10.4.1. Overview, Historic and Forecast Sales Analysis
10.4.2. Europe by Segment Sales Analysis
10.4.3. Europe by Country Sales Analysis
10.4.4. United Kingdom Sales Analysis
10.4.5. France Sales Analysis
10.4.6. Germany Sales Analysis
10.4.7. Italy Sales Analysis
10.4.8. Russia Sales Analysis
10.4.9. Rest Of Europe Sales Analysis
10.5. Asia Pacific Sales Analysis
10.5.1. Overview, Historic and Forecast Sales Analysis
10.5.2. Asia Pacific by Segment Sales Analysis
10.5.3. Asia Pacific by Country Sales Analysis
10.5.4. China Sales Analysis
10.5.5. India Sales Analysis
10.5.6. Japan Sales Analysis
10.5.7. South Korea Sales Analysis
10.5.8. Australia Sales Analysis
10.5.9. Rest Of Asia Pacific Sales Analysis
10.6. Latin America Sales Analysis
10.6.1. Overview, Historic and Forecast Sales Analysis
10.6.2. Latin America by Segment Sales Analysis
10.6.3. Latin America by Country Sales Analysis
10.6.4. Brazil Sales Analysis
10.6.5. Argentina Sales Analysis
10.6.6. Peru Sales Analysis
10.6.7. Chile Sales Analysis
10.6.8. Rest of Latin America Sales Analysis
10.7. Middle East & Africa Sales Analysis
10.7.1. Overview, Historic and Forecast Sales Analysis
10.7.2. Middle East & Africa by Segment Sales Analysis
10.7.3. Middle East & Africa by Country Sales Analysis
10.7.4. Saudi Arabia Sales Analysis
10.7.5. UAE Sales Analysis
10.7.6. Israel Sales Analysis
10.7.7. South Africa Sales Analysis
10.7.8. Rest Of Middle East And Africa Sales Analysis
11 . COMPETITIVE LANDSCAPE OF THE MLOPS COMPANIES
11.1. Mlops Market Competition
11.2. Partnership/Collaboration/Agreement
11.3. Merger And Acquisitions
11.4. New Product Launch
11.5. Other Developments
12 . COMPANY PROFILES OF MLOPS INDUSTRY
12.1. Top Company Share Analysis
12.2. Market Concentration Rate
12.3. Akira AI
12.3.1. Company Overview
12.3.2. Company Revenue
12.3.3. Products
12.3.4. Recent Developments
12.4. Amazon Web Services Inc.
12.4.1. Company Overview
12.4.2. Company Revenue
12.4.3. Products
12.4.4. Recent Developments
12.5. Cloudera Inc.
12.5.1. Company Overview
12.5.2. Company Revenue
12.5.3. Products
12.5.4. Recent Developments
12.6. DataRobot Inc.
12.6.1. Company Overview
12.6.2. Company Revenue
12.6.3. Products
12.6.4. Recent Developments
12.7. Google LLC
12.7.1. Company Overview
12.7.2. Company Revenue
12.7.3. Products
12.7.4. Recent Developments
12.8. IBM Corporation
12.8.1. Company Overview
12.8.2. Company Revenue
12.8.3. Products
12.8.4. Recent Developments
12.9. Databricks Inc.
12.9.1. Company Overview
12.9.2. Company Revenue
12.9.3. Products
12.9.4. Recent Developments
12.10. GAVS Technologies
12.10.1. Company Overview
12.10.2. Company Revenue
12.10.3. Products
12.10.4. Recent Developments
12.11. Microsoft Corporation
12.11.1. Company Overview
12.11.2. Company Revenue
12.11.3. Products
12.11.4. Recent Developments
12.12. Alteryx
12.12.1. Company Overview
12.12.2. Company Revenue
12.12.3. Products
12.12.4. Recent Developments
*Note - in company profiling, financial details and recent development are subject to availability or might not be covered in case of private companies
LIST OF TABLES
- Market Snapshot
- Drivers : Impact Analysis
- Restraints : Impact Analysis
- List of Raw Material
- List of Raw Material Manufactures
- List of Potential Buyers
- COVID-19 Impact Analysis by Production, Import, Export and Demand
- Pre V/S Post COVID-19
- Estimated Impact Of The Coronavirus (Covid-19) Epidemic
- COVID-19: Micro and Macro Factor Analysis
- Analysis by Component (USD MN)
- Platform Market Sales by Geography (USD MN)
- Service Market Sales by Geography (USD MN)
- Analysis Market by Deployment Mode (USD MN)
- On Premise Market Sales by Geography (USD MN)
- Cloud Market Sales by Geography (USD MN)
- Analysis by Organization Size (USD MN)
- Large Enterprises Market Sales by Geography (USD MN)
- Small And Medium-sized Enterprises Market Sales by Geography (USD MN)
- Analysis by Industrial Vertical (USD MN)
- BFSI Market Sales by Geography (USD MN)
- Manufacturing Market Sales by Geography (USD MN)
- IT And Telecom Market Sales by Geography (USD MN)
- Retail And E-commerce Market Sales by Geography (USD MN)
- Energy And Utility Market Sales by Geography (USD MN)
- Healthcare Market Sales by Geography (USD MN)
- Media And Entertainment Market Sales by Geography (USD MN)
- Others Market Sales by Geography (USD MN)
- Global Mlops Market Sales by Geography (USD MN)
- North America Market Analysis (USD MN)
- United State Market Analysis (USD MN)
- Canada Market Analysis (USD MN)
- Mexico Market Analysis (USD MN)
- Europe Market Analysis (USD MN)
- Europe Market Estimate by Country (USD MN)
- United Kingdom Market Analysis (USD MN)
- France Market Analysis (USD MN)
- Germany Market Analysis (USD MN)
- Italy Market Analysis (USD MN)
- Russia Market Analysis (USD MN)
- Spain Market Analysis (USD MN)
- Rest of Europe Market Analysis (USD MN)
- Asia Pacific Market Analysis (USD MN)
- China Market Analysis (USD MN)
- Japan Market Analysis (USD MN)
- India Market Analysis (USD MN)
- South Korea Market Analysis (USD MN)
- Australia Market Analysis (USD MN)
- Rest of Asia Pacific Market Analysis (USD MN)
- Latin America Market Analysis (USD MN)
- Brazil Market Analysis (USD MN)
- Argentina Market Analysis (USD MN)
- Peru Market Analysis (USD MN)
- Chile Market Analysis (USD MN)
- Rest of Latin America Market Analysis (USD MN)
- Middle East & Africa Market Analysis (USD MN)
- Saudi Arabia Market Analysis (USD MN)
- UAE Market Analysis (USD MN)
- Israel Market Analysis (USD MN)
- South Africa Market Analysis (USD MN)
- Rest of Middle East and Africa Market Analysis (USD MN)
- Partnership/Collaboration/Agreement
- Mergers And Acquisition
LIST OF FIGURES
- Research Scope of Mlops Report
- Market Research Process
- Market Research Methodology
- Global Mlops Market Size, by Region (USD MN)
- Porters Five Forces Analysis
- Market Attractiveness Analysis by Component
- Market Attractiveness Analysis by Deployment Mode
- Market Attractiveness Analysis by Organization Size
- Market Attractiveness Analysis by Industrial Vertical
- Market Attractiveness Analysis by Region
- Value Chain Analysis
- Global Market Analysis by Component (USD MN)
- Platform Market Sales by Geography (USD MN)
- Service Market Sales by Geography (USD MN)
- Global Market Analysis by Deployment Mode (USD MN)
- On Premise Market Sales by Geography (USD MN)
- Cloud Market Sales by Geography (USD MN)
- Global Market Analysis by Organization Size (USD MN)
- Large Enterprises Market Sales by Geography (USD MN)
- Small And Medium-sized Enterprises Market Sales by Geography (USD MN)
- Global Market Analysis by Industrial Vertical (USD MN)
- BFSI Market Sales by Geography (USD MN)
- Manufacturing Market Sales by Geography (USD MN)
- IT And Telecom Market Sales by Geography (USD MN)
- Retail And E-commerce Market Sales by Geography (USD MN)
- Energy And Utility Market Sales by Geography (USD MN)
- Healthcare Market Sales by Geography (USD MN)
- Media And Entertainment Market Sales by Geography (USD MN)
- Others Market Sales by Geography (USD MN)
- Global Market by Revenue
- North America Market by Revenue
- Europe Market by Revenue
- Asia Pacific Market by Revenue
- Latin America Market by Revenue
- Middle East & Africa Market by Revenue
- Recent Development in Industry
- Top Company Share Analysis
* Kindly note that the above listed are the basic tables and figures of the report and are not limited to the TOC.
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Objectives of Study
- Define and measure the global market
- Volume or revenue forecast of the global market and its various sub-segments with respect to main geographies
- Analyze and identify major market trends along with the factors driving or inhibiting the market growth
- Study the company profiles of the major market players with their market share
- Analyze competitive developments