North America Machine Learning Model Operationalization Management Market Size, Share & Industry Trends Analysis Report By Component, By Vertical, By Organization size, By Deployment Mode, By Country and Growth Forecast, 2022

List of Tables

The North America Machine Learning Model Operationalization Management (MLOps) Market would witness market growth of 37.5% CAGR during the forecast period (2022-2028).

By developing more effective workflows, utilizing data analytics for decision-making, and enhancing customer experience, machine learning enables people and organizations to implement solutions that uncover previously untapped revenue streams, save time, and save costs.

These objectives are easier to achieve with a strong plan to adhere to. Faster go-to-market times and lower operating costs result from automating model creation and deployment with MLOps. In addition, managers and developers benefit from being able to make decisions more quickly and strategically. MLOps acts as a road map to help individuals, small teams, and enterprises achieve their objectives despite obstacles like sensitive data, a lack of resources, a tight budget, etc.

The market size in the region is increased by the presence of significant R&D investors such as Amazon.com, IBM, and Oracle Corporation. Moreover, because of significant expenditures and an existing IT infrastructure, the market in North America is expected to grow. For instance, the Defense Advanced Research Projects Agency (DARPA) of the United States invested USD 2 billion in AI research. With the help of wise federal investments in cutting-edge technology and the presence of brilliant scientists and entrepreneurs from internationally renowned research institutions, North America has a strong innovation ecosystem that has sped up the development of ML.

The US market dominated the North America Machine Learning Model Operationalization Management (MLOps) Market by Country in 2021, and would continue to be a dominant market till 2028; thereby, achieving a market value of $2,409.3 million by 2028. The Canada market is poised to grow at a CAGR of 40.6% during (2022 - 2028). Additionally, The Mexico market would witness a CAGR of 39.4% during (2022 - 2028).

Based on Component, the market is segmented into Platform and Services. Based on Vertical, the market is segmented into BFSI, IT & ITeS, Manufacturing, Retail & Ecommerce, Government & Defense, Healthcare & Life Sciences, Telecom, Energy & Utilities, Travel & Tourism, and Others. Based on Organization size, the market is segmented into Large Enterprises and SMEs. Based on Deployment Mode, the market is segmented into Cloud and On-premise. Based on countries, the market is segmented into U.S., Mexico, Canada, and Rest of North America.

The market research report covers the analysis of key stake holders of the market. Key companies profiled in the report include Microsoft Corporation, Amazon Web Services, Inc. (Amazon.com, Inc.), Google LLC, IBM Corporation, Hewlett-Packard enterprise Company, Alteryx, Inc., Cloudera, Inc., DataRobot, Inc., Domino Data Lab, Inc., and H2O.ai, Inc.

Scope of the Study

Market Segments covered in the Report:

By Component

Platform
Services

By Vertical

BFSI
IT & ITeS
Manufacturing
Retail & Ecommerce
Government & Defense
Healthcare & Life Sciences
Telecom
Energy & Utilities
Travel & Tourism
Others

By Organization size

Large Enterprises
SMEs

By Deployment Mode

Cloud
On-premise

By Country

US
Canada
Mexico
Rest of North America

Companies Profiled

Microsoft Corporation
Amazon Web Services, Inc. (Amazon.com, Inc.)
Google LLC
IBM Corporation
Hewlett-Packard enterprise Company
Alteryx, Inc.
Cloudera, Inc.
DataRobot, Inc.
Domino Data Lab, Inc.
H2O.ai, Inc.

Unique Offerings from KBV Research

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Chapter 1. Market Scope & Methodology

1.1 Market Definition
1.2 Objectives
1.3 Market Scope
1.4 Segmentation
- 1.4.1 North America Machine Learning Model Operationalization Management (MLOps) Market, by Component
- 1.4.2 North America Machine Learning Model Operationalization Management (MLOps) Market, by Vertical
- 1.4.3 North America Machine Learning Model Operationalization Management (MLOps) Market, by Organization size
- 1.4.4 North America Machine Learning Model Operationalization Management (MLOps) Market, by Deployment Mode
- 1.4.5 North America Machine Learning Model Operationalization Management (MLOps) Market, by Country
1.5 Methodology for the research

Chapter 2. Market Overview

2.1 Introduction
- 2.1.1 Overview
  - 2.1.1.1 Market Composition and Scenario
2.2 Key Factors Impacting the Market
- 2.2.1 Market Drivers
- 2.2.2 Market Restraints

Chapter 3. Competition Analysis - Global

3.1 KBV Cardinal Matrix
3.2 Recent Industry Wide Strategic Developments
- 3.2.1 Partnerships, Collaborations and Agreements
- 3.2.2 Product Launches and Product Expansions
- 3.2.3 Acquisition and Mergers
3.3 Top Winning Strategies
- 3.3.1 Key Leading Strategies: Percentage Distribution (2018-2022)
- 3.3.2 Key Strategic Move: (Product Launches and Product Expansions : 2018, Nov - 2022, Dec) Leading Players

Chapter 4. North America Machine Learning Model Operationalization Management (MLOps) Market by Component

4.1 North America Platform Market by Country
4.2 North America Services Market by Country

Chapter 5. North America Machine Learning Model Operationalization Management (MLOps) Market by Vertical

5.1 North America BFSI Market by Country
5.2 North America IT & ITeS Market by Country
5.3 North America Manufacturing Market by Country
5.4 North America Retail & Ecommerce Market by Country
5.5 North America Government & Defense Market by Country
5.6 North America Healthcare & Life Sciences Market by Country
5.7 North America Telecom Market by Country
5.8 North America Energy & Utilities Market by Country
5.9 North America Travel & Tourism Market by Country
5.1 North America Other Vertical Market by Country

Chapter 6. North America Machine Learning Model Operationalization Management (MLOps) Market by Organization size

6.1 North America Large Enterprises Market by Country
6.2 North America SMEs Market by Country

Chapter 7. North America Machine Learning Model Operationalization Management (MLOps) Market by Deployment Mode

7.1 North America Cloud Market by Country
7.2 North America On-premise Market by Country

Chapter 8. North America Machine Learning Model Operationalization Management (MLOps) Market by Country

8.1 US Machine Learning Model Operationalization Management (MLOps) Market
- 8.1.1 US Machine Learning Model Operationalization Management (MLOps) Market by Component
- 8.1.2 US Machine Learning Model Operationalization Management (MLOps) Market by Vertical
- 8.1.3 US Machine Learning Model Operationalization Management (MLOps) Market by Organization size
- 8.1.4 US Machine Learning Model Operationalization Management (MLOps) Market by Deployment Mode
8.2 Canada Machine Learning Model Operationalization Management (MLOps) Market
- 8.2.1 Canada Machine Learning Model Operationalization Management (MLOps) Market by Component
- 8.2.2 Canada Machine Learning Model Operationalization Management (MLOps) Market by Vertical
- 8.2.3 Canada Machine Learning Model Operationalization Management (MLOps) Market by Organization size
- 8.2.4 Canada Machine Learning Model Operationalization Management (MLOps) Market by Deployment Mode
8.3 Mexico Machine Learning Model Operationalization Management (MLOps) Market
- 8.3.1 Mexico Machine Learning Model Operationalization Management (MLOps) Market by Component
- 8.3.2 Mexico Machine Learning Model Operationalization Management (MLOps) Market by Vertical
- 8.3.3 Mexico Machine Learning Model Operationalization Management (MLOps) Market by Organization size
- 8.3.4 Mexico Machine Learning Model Operationalization Management (MLOps) Market by Deployment Mode
8.4 Rest of North America Machine Learning Model Operationalization Management (MLOps) Market
- 8.4.1 Rest of North America Machine Learning Model Operationalization Management (MLOps) Market by Component
- 8.4.2 Rest of North America Machine Learning Model Operationalization Management (MLOps) Market by Vertical
- 8.4.3 Rest of North America Machine Learning Model Operationalization Management (MLOps) Market by Organization size
- 8.4.4 Rest of North America Machine Learning Model Operationalization Management (MLOps) Market by Deployment Mode

Chapter 9. Company Profiles

9.1 Microsoft Corporation
- 9.1.1 Company Overview
- 9.1.2 Financial Analysis
- 9.1.4 Research & Development Expenses
- 9.1.5 Recent strategies and developments:
  - 9.1.5.1 Partnerships, Collaborations, and Agreements:
  - 9.1.5.2 Product Launches and Product Expansions:
- 9.1.6 SWOT Analysis
9.2 Amazon Web Services, Inc. (Amazon.com, Inc.)
- 9.2.1 Company Overview
- 9.2.2 Financial Analysis
- 9.2.3 Segmental Analysis
- 9.2.4 Recent strategies and developments:
  - 9.2.4.1 Partnerships, Collaborations, and Agreements:
  - 9.2.4.2 Product Launches and Product Expansions:
- 9.2.5 SWOT Analysis
9.3 Google LLC
- 9.3.1 Company Overview
- 9.3.2 Financial Analysis
- 9.3.3 Segmental and Regional Analysis
- 9.3.4 Research & Development Expense
- 9.3.5 Recent strategies and developments:
  - 9.3.5.1 Product Launches and Product Expansions:
- 9.3.6 SWOT Analysis
9.4 IBM Corporation
- 9.4.1 Company Overview
- 9.4.2 Financial Analysis
- 9.4.3 Regional & Segmental Analysis
- 9.4.4 Research & Development Expenses
- 9.4.5 Recent strategies and developments:
  - 9.4.5.1 Acquisition and Mergers:
- 9.4.1 SWOT Analysis
9.5 Hewlett Packard Enterprise Company
- 9.5.1 Company Overview
- 9.5.2 Financial Analysis
- 9.5.3 Segmental and Regional Analysis
- 9.5.4 Research & Development Expense
- 9.5.5 Recent strategies and developments:
  - 9.5.5.1 Product Launches and Product Expansions:
  - 9.5.5.2 Acquisition and Mergers:
9.6 Alteryx, Inc.
- 9.6.1 Company Overview
- 9.6.2 Financial Analysis
- 9.6.3 Regional Analysis
- 9.6.4 Research & Development Expense
- 9.6.5 Recent strategies and developments:
  - 9.6.5.1 Product Launches and Product Expansions:
9.7 Cloudera, Inc.
- 9.7.1 Company Overview
- 9.7.2 Financial Analysis
- 9.7.3 Segmental Analysis
- 9.7.4 Research & Development Expense
9.8 DataRobot, Inc.
- 9.8.1 Company Overview
- 9.8.2 Recent strategies and developments:
  - 9.8.2.1 Acquisition and Mergers:
9.9 Domino Data Lab, Inc.
- 9.9.1 Company Overview
- 9.9.2 Recent strategies and developments:
  - 9.9.2.1 Partnerships, Collaborations, and Agreements:
  - 9.9.2.2 Product Launches and Product Expansions:
9.10. H2O.ai, Inc.
- 9.10.1 Company Overview
- 9.10.2 Recent strategies and developments:
  - 9.10.2.1 Partnerships, Collaborations, and Agreements:
  - 9.10.2.2 Product Launches and Product Expansions:

LIST OF TABLES

TABLE 1 North America Machine Learning Model Operationalization Management (MLOps) Market, 2018 - 2021, USD Million
TABLE 2 North America Machine Learning Model Operationalization Management (MLOps) Market, 2022 - 2028, USD Million
TABLE 3 Partnerships, Collaborations and Agreements- Machine Learning Model Operationalization Management (MLOps)
TABLE 4 Product Launches And Product Expansions- Machine Learning Model Operationalization Management (MLOps)
TABLE 5 Acquisition and Mergers- Machine Learning Model Operationalization Management (MLOps)
TABLE 6 North America Machine Learning Model Operationalization Management (MLOps) Market by Component, 2018 - 2021, USD Million
TABLE 7 North America Machine Learning Model Operationalization Management (MLOps) Market by Component, 2022 - 2028, USD Million
TABLE 8 North America Platform Market by Country, 2018 - 2021, USD Million
TABLE 9 North America Platform Market by Country, 2022 - 2028, USD Million
TABLE 10 North America Services Market by Country, 2018 - 2021, USD Million
TABLE 11 North America Services Market by Country, 2022 - 2028, USD Million
TABLE 12 North America Machine Learning Model Operationalization Management (MLOps) Market by Vertical, 2018 - 2021, USD Million
TABLE 13 North America Machine Learning Model Operationalization Management (MLOps) Market by Vertical, 2022 - 2028, USD Million
TABLE 14 North America BFSI Market by Country, 2018 - 2021, USD Million
TABLE 15 North America BFSI Market by Country, 2022 - 2028, USD Million
TABLE 16 North America IT & ITeS Market by Country, 2018 - 2021, USD Million
TABLE 17 North America IT & ITeS Market by Country, 2022 - 2028, USD Million
TABLE 18 North America Manufacturing Market by Country, 2018 - 2021, USD Million
TABLE 19 North America Manufacturing Market by Country, 2022 - 2028, USD Million
TABLE 20 North America Retail & Ecommerce Market by Country, 2018 - 2021, USD Million
TABLE 21 North America Retail & Ecommerce Market by Country, 2022 - 2028, USD Million
TABLE 22 North America Government & Defense Market by Country, 2018 - 2021, USD Million
TABLE 23 North America Government & Defense Market by Country, 2022 - 2028, USD Million
TABLE 24 North America Healthcare & Life Sciences Market by Country, 2018 - 2021, USD Million
TABLE 25 North America Healthcare & Life Sciences Market by Country, 2022 - 2028, USD Million
TABLE 26 North America Telecom Market by Country, 2018 - 2021, USD Million
TABLE 27 North America Telecom Market by Country, 2022 - 2028, USD Million
TABLE 28 North America Energy & Utilities Market by Country, 2018 - 2021, USD Million
TABLE 29 North America Energy & Utilities Market by Country, 2022 - 2028, USD Million
TABLE 30 North America Travel & Tourism Market by Country, 2018 - 2021, USD Million
TABLE 31 North America Travel & Tourism Market by Country, 2022 - 2028, USD Million
TABLE 32 North America Other Vertical Market by Country, 2018 - 2021, USD Million
TABLE 33 North America Other Vertical Market by Country, 2022 - 2028, USD Million
TABLE 34 North America Machine Learning Model Operationalization Management (MLOps) Market by Organization size, 2018 - 2021, USD Million
TABLE 35 North America Machine Learning Model Operationalization Management (MLOps) Market by Organization size, 2022 - 2028, USD Million
TABLE 36 North America Large Enterprises Market by Country, 2018 - 2021, USD Million
TABLE 37 North America Large Enterprises Market by Country, 2022 - 2028, USD Million
TABLE 38 North America SMEs Market by Country, 2018 - 2021, USD Million
TABLE 39 North America SMEs Market by Country, 2022 - 2028, USD Million
TABLE 40 North America Machine Learning Model Operationalization Management (MLOps) Market by Deployment Mode, 2018 - 2021, USD Million
TABLE 41 North America Machine Learning Model Operationalization Management (MLOps) Market by Deployment Mode, 2022 - 2028, USD Million
TABLE 42 North America Cloud Market by Country, 2018 - 2021, USD Million
TABLE 43 North America Cloud Market by Country, 2022 - 2028, USD Million
TABLE 44 North America On-premise Market by Country, 2018 - 2021, USD Million
TABLE 45 North America On-premise Market by Country, 2022 - 2028, USD Million
TABLE 46 North America Machine Learning Model Operationalization Management (MLOps) Market by Country, 2018 - 2021, USD Million
TABLE 47 North America Machine Learning Model Operationalization Management (MLOps) Market by Country, 2022 - 2028, USD Million
TABLE 48 US Machine Learning Model Operationalization Management (MLOps) Market, 2018 - 2021, USD Million
TABLE 49 US Machine Learning Model Operationalization Management (MLOps) Market, 2022 - 2028, USD Million
TABLE 50 US Machine Learning Model Operationalization Management (MLOps) Market by Component, 2018 - 2021, USD Million
TABLE 51 US Machine Learning Model Operationalization Management (MLOps) Market by Component, 2022 - 2028, USD Million
TABLE 52 US Machine Learning Model Operationalization Management (MLOps) Market by Vertical, 2018 - 2021, USD Million
TABLE 53 US Machine Learning Model Operationalization Management (MLOps) Market by Vertical, 2022 - 2028, USD Million
TABLE 54 US Machine Learning Model Operationalization Management (MLOps) Market by Organization size, 2018 - 2021, USD Million
TABLE 55 US Machine Learning Model Operationalization Management (MLOps) Market by Organization size, 2022 - 2028, USD Million
TABLE 56 US Machine Learning Model Operationalization Management (MLOps) Market by Deployment Mode, 2018 - 2021, USD Million
TABLE 57 US Machine Learning Model Operationalization Management (MLOps) Market by Deployment Mode, 2022 - 2028, USD Million
TABLE 58 Canada Machine Learning Model Operationalization Management (MLOps) Market, 2018 - 2021, USD Million
TABLE 59 Canada Machine Learning Model Operationalization Management (MLOps) Market, 2022 - 2028, USD Million
TABLE 60 Canada Machine Learning Model Operationalization Management (MLOps) Market by Component, 2018 - 2021, USD Million
TABLE 61 Canada Machine Learning Model Operationalization Management (MLOps) Market by Component, 2022 - 2028, USD Million
TABLE 62 Canada Machine Learning Model Operationalization Management (MLOps) Market by Vertical, 2018 - 2021, USD Million
TABLE 63 Canada Machine Learning Model Operationalization Management (MLOps) Market by Vertical, 2022 - 2028, USD Million
TABLE 64 Canada Machine Learning Model Operationalization Management (MLOps) Market by Organization size, 2018 - 2021, USD Million
TABLE 65 Canada Machine Learning Model Operationalization Management (MLOps) Market by Organization size, 2022 - 2028, USD Million
TABLE 66 Canada Machine Learning Model Operationalization Management (MLOps) Market by Deployment Mode, 2018 - 2021, USD Million
TABLE 67 Canada Machine Learning Model Operationalization Management (MLOps) Market by Deployment Mode, 2022 - 2028, USD Million
TABLE 68 Mexico Machine Learning Model Operationalization Management (MLOps) Market, 2018 - 2021, USD Million
TABLE 69 Mexico Machine Learning Model Operationalization Management (MLOps) Market, 2022 - 2028, USD Million
TABLE 70 Mexico Machine Learning Model Operationalization Management (MLOps) Market by Component, 2018 - 2021, USD Million
TABLE 71 Mexico Machine Learning Model Operationalization Management (MLOps) Market by Component, 2022 - 2028, USD Million
TABLE 72 Mexico Machine Learning Model Operationalization Management (MLOps) Market by Vertical, 2018 - 2021, USD Million
TABLE 73 Mexico Machine Learning Model Operationalization Management (MLOps) Market by Vertical, 2022 - 2028, USD Million
TABLE 74 Mexico Machine Learning Model Operationalization Management (MLOps) Market by Organization size, 2018 - 2021, USD Million
TABLE 75 Mexico Machine Learning Model Operationalization Management (MLOps) Market by Organization size, 2022 - 2028, USD Million
TABLE 76 Mexico Machine Learning Model Operationalization Management (MLOps) Market by Deployment Mode, 2018 - 2021, USD Million
TABLE 77 Mexico Machine Learning Model Operationalization Management (MLOps) Market by Deployment Mode, 2022 - 2028, USD Million
TABLE 78 Rest of North America Machine Learning Model Operationalization Management (MLOps) Market, 2018 - 2021, USD Million
TABLE 79 Rest of North America Machine Learning Model Operationalization Management (MLOps) Market, 2022 - 2028, USD Million
TABLE 80 Rest of North America Machine Learning Model Operationalization Management (MLOps) Market by Component, 2018 - 2021, USD Million
TABLE 81 Rest of North America Machine Learning Model Operationalization Management (MLOps) Market by Component, 2022 - 2028, USD Million
TABLE 82 Rest of North America Machine Learning Model Operationalization Management (MLOps) Market by Vertical, 2018 - 2021, USD Million
TABLE 83 Rest of North America Machine Learning Model Operationalization Management (MLOps) Market by Vertical, 2022 - 2028, USD Million
TABLE 84 Rest of North America Machine Learning Model Operationalization Management (MLOps) Market by Organization size, 2018 - 2021, USD Million
TABLE 85 Rest of North America Machine Learning Model Operationalization Management (MLOps) Market by Organization size, 2022 - 2028, USD Million
TABLE 86 Rest of North America Machine Learning Model Operationalization Management (MLOps) Market by Deployment Mode, 2018 - 2021, USD Million
TABLE 87 Rest of North America Machine Learning Model Operationalization Management (MLOps) Market by Deployment Mode, 2022 - 2028, USD Million
TABLE 88 key information - Microsoft Corporation
TABLE 89 Key Information - Amazon Web Services, Inc.
TABLE 90 Key Information - Google LLC
TABLE 91 Key information - IBM Corporation
TABLE 92 key information - Hewlett Packard Enterprise Company
TABLE 93 key information - Alteryx, Inc.
TABLE 94 Key Information - Cloudera, Inc.
TABLE 95 Key Information - DataRobot, Inc.
TABLE 96 Key Information - Domino Data Lab, Inc.
TABLE 97 Key Information - H2O.ai, Inc.

List of Figures

FIG 1 Methodology for the research
FIG 2 KBV Cardinal Matrix
FIG 3 Key Leading Strategies: Percentage Distribution (2018-2022)
FIG 4 Key Strategic Move: (Product Launches and Product Expansions : 2018, Nov - 2022, Dec) Leading Players
FIG 5 Recent strategies and developments: Microsoft Corporation
FIG 6 SWOT Analysis: Microsoft Corporation
FIG 7 Recent strategies and developments: Amazon Web Services, Inc.
FIG 8 SWOT analysis: Amazon.com, Inc.
FIG 9 SWOT Analysis: Alphabet Inc. (Google LLC)
FIG 10 Swot analysis: IBM Corporation
FIG 11 Recent strategies and developments: Hewlett Packard Enterprise Company
FIG 12 Recent strategies and developments: Domino Data Lab
FIG 13 Recent strategies and developments: H2O.ai, Inc.

North America Machine Learning Model Operationalization Management Market Size, Share & Industry Trends Analysis Report By Component, By Vertical, By Organization size, By Deployment Mode, By Country and Growth Forecast, 2022 - 2028

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