Europe Machine Learning Model Operationalization Management (MLOps) Market Size, Share & Industry Analysis Report By Organization Size (Large Enterprise, and Small & Medium Enterprise (SME)), By Component (Platform, and Service), By Deployment Mode (Cloud, and On-premises), By Vertical, By Country and Growth Forecast, 2025 - 2032
Published Date : 17-Jun-2025 |
Pages: 207 |
Report Format: PDF + Excel |
COVID-19 Impact on the Europe Machine Learning Model Operationalization Management (MLOps) Market
Market Overview
The Europe Machine Learning Model Operationalization Management (MLOps) Market would witness market growth of 38.8% CAGR during the forecast period (2025-2032).
The Germany market dominated the Europe Machine Learning Model Operationalization Management (MLOps) Market by Country in 2024, and would continue to be a dominant market till 2032; thereby, achieving a market value of $1,506.3 million by 2032. The UK market is exhibiting a CAGR of 37.5% during (2025 - 2032). Additionally, The France market would experience a CAGR of 39.8% during (2025 - 2032).
This rapid deployment has highlighted the necessity for robust operational management systems that can support model versioning, automation, monitoring, governance, and collaboration among data scientists, ML engineers, and operations teams. Hence, MLOps has emerged as a vital discipline, combining machine learning lifecycle management with the automation and continuous delivery principles of DevOps. MLOps finds applications across a diverse array of industries, reflecting the universal demand for intelligent automation and data-driven insights.
In healthcare, MLOps enables the deployment of predictive models for patient diagnosis, treatment recommendations, and personalized medicine, ensuring that these models meet stringent regulatory and compliance standards while being continuously monitored for accuracy and fairness. The financial sector leverages MLOps for fraud detection, credit scoring, risk management, and algorithmic trading, where model robustness and real-time operationalization are crucial to prevent financial losses.
The Machine Learning Model Operationalization Management (MLOps) market in Europe has grown significantly as organizations across the continent embrace artificial intelligence to drive digital transformation. Initially, Europe’s approach to AI was cautious and research-driven, focusing on ethical AI development and regulatory frameworks. However, with increasing pressure to compete globally in AI innovation, European industries have rapidly adopted MLOps to streamline the deployment and management of machine learning models in production environments. The evolution of MLOps in Europe has been closely intertwined with governmental efforts promoting responsible AI.
The European Commission’s strategy for AI has emphasized trustworthy AI, which directly influences how MLOps solutions are developed and implemented—embedding transparency, auditability, and compliance at every stage of the machine learning lifecycle. This has led to the emergence of MLOps platforms tailored to European standards, integrating data protection requirements such as GDPR into model monitoring and data management practices. A key trend shaping the European MLOps market is the strong emphasis on AI ethics and regulatory compliance embedded within MLOps solutions. European enterprises and public institutions are investing heavily in technologies that ensure AI transparency, explainability, and fairness throughout the model lifecycle. This trend is driven by both legal frameworks like GDPR and evolving policy guidelines from the European Commission that demand responsible AI deployment.
Consequently, MLOps platforms in Europe increasingly incorporate features for auditing model decisions, bias detection, and maintaining detailed data lineage. The MLOps market in Europe is characterized by a blend of established multinational technology companies, regional cloud providers, and innovative startups. Major players such as SAP, Siemens, and Deutsche Telekom leverage their strong industry expertise and extensive client networks to offer comprehensive MLOps platforms integrated with their broader digital transformation portfolios. Overall, the European MLOps market is vibrant and evolving, with competition centered around delivering ethical, compliant, and scalable solutions tailored to the region’s unique regulatory and industrial landscape.
Free Valuable Insights: The Global Machine Learning Model Operationalization Management (MLOps) Market will Hit USD 29.05 Billion by 2032, at a CAGR of 39.3%
Based on Organization Size, the market is segmented into Large Enterprise, and Small & Medium Enterprise (SME). Based on Component, the market is segmented into Platform, and Service. Based on Deployment Mode, the market is segmented into Cloud, and On-premises. Based on Vertical, the market is segmented into BFSI, Healthcare & Life Sciences, Retail & E-Commerce, IT & Telecom, Energy & Utilities, Government & Public Sector, Media & Entertainment, and Other Vertical. Based on countries, the market is segmented into Germany, UK, France, Russia, Spain, Italy, and Rest of Europe.
List of Key Companies Profiled
- Amazon Web Services, Inc. (Amazon.com, Inc.)
- Microsoft Corporation
- Google LLC (Alphabet Inc.)
- IBM Corporation
- DataRobot, Inc.
- Domino Data Lab, Inc.
- Cloudera, Inc.
- Databricks, Inc.
- H2O.ai, Inc.
- Alteryx, Inc. (Clearlake Capital Group, L.P.)
Europe Machine Learning Model Operationalization Management (MLOps) Market Report Segmentation
By Organization Size
- Large Enterprise
- Small & Medium Enterprise (SME)
By Component
- Platform
- Service
By Deployment Mode
- Cloud
- On-premises
By Vertical
- BFSI
- Healthcare & Life Sciences
- Retail & E-Commerce
- IT & Telecom
- Energy & Utilities
- Government & Public Sector
- Media & Entertainment
- Other Vertical
By Country
- Germany
- UK
- France
- Russia
- Spain
- Italy
- Rest of Europe
Table of contents
Chapter 1. Market Scope & Methodology
1.1 Market Definition
1.2 Objectives
1.3 Market Scope
1.4 Segmentation
1.4.1 Europe Machine Learning Model Operationalization Management (MLOps) Market, by Organization Size
1.4.2 Europe Machine Learning Model Operationalization Management (MLOps) Market, by Component
1.4.3 Europe Machine Learning Model Operationalization Management (MLOps) Market, by Deployment Mode
1.4.4 Europe Machine Learning Model Operationalization Management (MLOps) Market, by Vertical
1.4.5 Europe Machine Learning Model Operationalization Management (MLOps) Market, by Country
1.5 Methodology for the research
Chapter 2. Market at a Glance
2.1 Key Highlights
Chapter 3. Market Overview
3.1 Introduction
3.1.1 Overview
3.1.1.1 Market Composition and Scenario
3.2 Key Factors Impacting the Market
3.2.1 Market Drivers
3.2.2 Market Restraints
3.2.3 Market Opportunities
3.2.4 Market Challenges
Chapter 4. Competition Analysis - Global
4.1 KBV Cardinal Matrix
4.2 Recent Industry Wide Strategic Developments
4.2.1 Partnerships, Collaborations and Agreements
4.2.2 Product Launches and Product Expansions
4.2.3 Acquisition and Mergers
4.3 Market Share Analysis, 2024
4.4 Top Winning Strategies
4.4.1 Key Leading Strategies: Percentage Distribution (2021-2025)
4.4.2 Key Strategic Move: (Partnerships, Collaborations & Agreements: 2021, Jun – 2025, Mar) Leading Players
4.5 Porter Five Forces Analysis
Chapter 5. Value Chain Analysis of Machine Learning Model Operationalization Management (MLOps) Market
5.1 Data Acquisition and Preparation
5.2 Feature Engineering and Storage
5.3 Model Development and Experimentation
5.4 Model Validation and Governance
5.5 Model Deployment
5.6 Monitoring and Management
5.7 Model Lifecycle Orchestration
5.8 Security, Compliance, and Infrastructure Management
5.9 User Enablement and Integration
5.10. Support, Training, and Ecosystem Services
Chapter 6. Key Customer Criteria of Machine Learning Model Operationalization Management (MLOps) Market
6.1 Model Performance and Accuracy
6.2 Scalability
6.3 Automation and CI/CD Integration
6.4 Monitoring and Observability
6.5 Data and Model Governance
6.6 Ease of Use and User Interface
6.7 Vendor Support and Customization
6.8 Cost Efficiency and ROI
6.9 Security and Compliance
6.10. Integration with Existing Ecosystems
Chapter 7. Europe Machine Learning Model Operationalization Management (MLOps) Market by Organization Size
7.1 Europe Large Enterprise Market by Country
7.2 Europe Small & Medium Enterprise (SME) Market by Country
Chapter 8. Europe Machine Learning Model Operationalization Management (MLOps) Market by Component
8.1 Europe Platform Market by Country
8.2 Europe Service Market by Country
Chapter 9. Europe Machine Learning Model Operationalization Management (MLOps) Market by Deployment Mode
9.1 Europe Cloud Market by Country
9.2 Europe On-premises Market by Country
Chapter 10. Europe Machine Learning Model Operationalization Management (MLOps) Market by Vertical
10.1 Europe BFSI Market by Country
10.2 Europe Healthcare & Life Sciences Market by Country
10.3 Europe Retail & E-Commerce Market by Country
10.4 Europe IT & Telecom Market by Country
10.5 Europe Energy & Utilities Market by Country
10.6 Europe Government & Public Sector Market by Country
10.7 Europe Media & Entertainment Market by Country
10.8 Europe Other Vertical Market by Country
Chapter 11. Europe Machine Learning Model Operationalization Management (MLOps) Market by Country
11.1 Germany Machine Learning Model Operationalization Management (MLOps) Market
11.1.1 Germany Machine Learning Model Operationalization Management (MLOps) Market by Organization Size
11.1.2 Germany Machine Learning Model Operationalization Management (MLOps) Market by Component
11.1.3 Germany Machine Learning Model Operationalization Management (MLOps) Market by Deployment Mode
11.1.4 Germany Machine Learning Model Operationalization Management (MLOps) Market by Vertical
11.2 UK Machine Learning Model Operationalization Management (MLOps) Market
11.2.1 UK Machine Learning Model Operationalization Management (MLOps) Market by Organization Size
11.2.2 UK Machine Learning Model Operationalization Management (MLOps) Market by Component
11.2.3 UK Machine Learning Model Operationalization Management (MLOps) Market by Deployment Mode
11.2.4 UK Machine Learning Model Operationalization Management (MLOps) Market by Vertical
11.3 France Machine Learning Model Operationalization Management (MLOps) Market
11.3.1 France Machine Learning Model Operationalization Management (MLOps) Market by Organization Size
11.3.2 France Machine Learning Model Operationalization Management (MLOps) Market by Component
11.3.3 France Machine Learning Model Operationalization Management (MLOps) Market by Deployment Mode
11.3.4 France Machine Learning Model Operationalization Management (MLOps) Market by Vertical
11.4 Russia Machine Learning Model Operationalization Management (MLOps) Market
11.4.1 Russia Machine Learning Model Operationalization Management (MLOps) Market by Organization Size
11.4.2 Russia Machine Learning Model Operationalization Management (MLOps) Market by Component
11.4.3 Russia Machine Learning Model Operationalization Management (MLOps) Market by Deployment Mode
11.4.4 Russia Machine Learning Model Operationalization Management (MLOps) Market by Vertical
11.5 Spain Machine Learning Model Operationalization Management (MLOps) Market
11.5.1 Spain Machine Learning Model Operationalization Management (MLOps) Market by Organization Size
11.5.2 Spain Machine Learning Model Operationalization Management (MLOps) Market by Component
11.5.3 Spain Machine Learning Model Operationalization Management (MLOps) Market by Deployment Mode
11.5.4 Spain Machine Learning Model Operationalization Management (MLOps) Market by Vertical
11.6 Italy Machine Learning Model Operationalization Management (MLOps) Market
11.6.1 Italy Machine Learning Model Operationalization Management (MLOps) Market by Organization Size
11.6.2 Italy Machine Learning Model Operationalization Management (MLOps) Market by Component
11.6.3 Italy Machine Learning Model Operationalization Management (MLOps) Market by Deployment Mode
11.6.4 Italy Machine Learning Model Operationalization Management (MLOps) Market by Vertical
11.7 Rest of Europe Machine Learning Model Operationalization Management (MLOps) Market
11.7.1 Rest of Europe Machine Learning Model Operationalization Management (MLOps) Market by Organization Size
11.7.2 Rest of Europe Machine Learning Model Operationalization Management (MLOps) Market by Component
11.7.3 Rest of Europe Machine Learning Model Operationalization Management (MLOps) Market by Deployment Mode
11.7.4 Rest of Europe Machine Learning Model Operationalization Management (MLOps) Market by Vertical
Chapter 12. Company Profiles
12.1 Amazon Web Services, Inc. (Amazon.com, Inc.)
12.1.1 Company Overview
12.1.2 Financial Analysis
12.1.3 Segmental and Regional Analysis
12.1.4 Recent strategies and developments:
12.1.4.1 Partnerships, Collaborations, and Agreements:
12.1.5 SWOT Analysis
12.2 Microsoft Corporation
12.2.1 Company Overview
12.2.2 Financial Analysis
12.2.3 Segmental and Regional Analysis
12.2.4 Research & Development Expenses
12.2.5 Recent strategies and developments:
12.2.5.1 Partnerships, Collaborations, and Agreements:
12.2.5.2 Product Launches and Product Expansions:
12.2.6 SWOT Analysis
12.3 Google LLC (Alphabet Inc.)
12.3.1 Company Overview
12.3.2 Financial Analysis
12.3.3 Segmental and Regional Analysis
12.3.4 Research & Development Expenses
12.3.5 Recent strategies and developments:
12.3.5.1 Partnerships, Collaborations, and Agreements:
12.3.5.2 Product Launches and Product Expansions:
12.3.6 SWOT Analysis
12.4 IBM Corporation
12.4.1 Company Overview
12.4.2 Financial Analysis
12.4.3 Regional & Segmental Analysis
12.4.4 Research & Development Expenses
12.4.5 Recent strategies and developments:
12.4.5.1 Partnerships, Collaborations, and Agreements:
12.4.6 SWOT Analysis
12.5 DataRobot, Inc.
12.5.1 Company Overview
12.5.2 Recent strategies and developments:
12.5.2.1 Partnerships, Collaborations, and Agreements:
12.5.2.2 Product Launches and Product Expansions:
12.5.2.3 Acquisition and Mergers:
12.5.3 SWOT Analysis
12.6 Domino Data Lab, Inc.
12.6.1 Company Overview
12.6.2 Recent strategies and developments:
12.6.2.1 Partnerships, Collaborations, and Agreements:
12.6.2.2 Product Launches and Product Expansions:
12.7 Cloudera, Inc.
12.7.1 Company Overview
12.7.2 Recent strategies and developments:
12.7.2.1 Partnerships, Collaborations, and Agreements:
12.7.2.2 Product Launches and Product Expansions:
12.7.3 SWOT Analysis
12.8 Databricks, Inc.
12.8.1 Company Overview
12.8.2 Recent strategies and developments:
12.8.2.1 Product Launches and Product Expansions:
12.8.2.2 Acquisition and Mergers:
12.9 H2O.ai, Inc.
12.9.1 Company Overview
12.9.2 Recent strategies and developments:
12.9.2.1 Partnerships, Collaborations, and Agreements:
12.9.2.2 Product Launches and Product Expansions:
12.10. Alteryx, Inc. (Clearlake Capital Group, L.P.)
12.10.1 Company Overview
12.10.2 Financial Analysis
12.10.3 Research & Development Expenses
12.10.4 Recent strategies and developments:
12.10.4.1 Product Launches and Product Expansions:
12.10.5 SWOT Analysis
1.1 Market Definition
1.2 Objectives
1.3 Market Scope
1.4 Segmentation
1.4.1 Europe Machine Learning Model Operationalization Management (MLOps) Market, by Organization Size
1.4.2 Europe Machine Learning Model Operationalization Management (MLOps) Market, by Component
1.4.3 Europe Machine Learning Model Operationalization Management (MLOps) Market, by Deployment Mode
1.4.4 Europe Machine Learning Model Operationalization Management (MLOps) Market, by Vertical
1.4.5 Europe Machine Learning Model Operationalization Management (MLOps) Market, by Country
1.5 Methodology for the research
Chapter 2. Market at a Glance
2.1 Key Highlights
Chapter 3. Market Overview
3.1 Introduction
3.1.1 Overview
3.1.1.1 Market Composition and Scenario
3.2 Key Factors Impacting the Market
3.2.1 Market Drivers
3.2.2 Market Restraints
3.2.3 Market Opportunities
3.2.4 Market Challenges
Chapter 4. Competition Analysis - Global
4.1 KBV Cardinal Matrix
4.2 Recent Industry Wide Strategic Developments
4.2.1 Partnerships, Collaborations and Agreements
4.2.2 Product Launches and Product Expansions
4.2.3 Acquisition and Mergers
4.3 Market Share Analysis, 2024
4.4 Top Winning Strategies
4.4.1 Key Leading Strategies: Percentage Distribution (2021-2025)
4.4.2 Key Strategic Move: (Partnerships, Collaborations & Agreements: 2021, Jun – 2025, Mar) Leading Players
4.5 Porter Five Forces Analysis
Chapter 5. Value Chain Analysis of Machine Learning Model Operationalization Management (MLOps) Market
5.1 Data Acquisition and Preparation
5.2 Feature Engineering and Storage
5.3 Model Development and Experimentation
5.4 Model Validation and Governance
5.5 Model Deployment
5.6 Monitoring and Management
5.7 Model Lifecycle Orchestration
5.8 Security, Compliance, and Infrastructure Management
5.9 User Enablement and Integration
5.10. Support, Training, and Ecosystem Services
Chapter 6. Key Customer Criteria of Machine Learning Model Operationalization Management (MLOps) Market
6.1 Model Performance and Accuracy
6.2 Scalability
6.3 Automation and CI/CD Integration
6.4 Monitoring and Observability
6.5 Data and Model Governance
6.6 Ease of Use and User Interface
6.7 Vendor Support and Customization
6.8 Cost Efficiency and ROI
6.9 Security and Compliance
6.10. Integration with Existing Ecosystems
Chapter 7. Europe Machine Learning Model Operationalization Management (MLOps) Market by Organization Size
7.1 Europe Large Enterprise Market by Country
7.2 Europe Small & Medium Enterprise (SME) Market by Country
Chapter 8. Europe Machine Learning Model Operationalization Management (MLOps) Market by Component
8.1 Europe Platform Market by Country
8.2 Europe Service Market by Country
Chapter 9. Europe Machine Learning Model Operationalization Management (MLOps) Market by Deployment Mode
9.1 Europe Cloud Market by Country
9.2 Europe On-premises Market by Country
Chapter 10. Europe Machine Learning Model Operationalization Management (MLOps) Market by Vertical
10.1 Europe BFSI Market by Country
10.2 Europe Healthcare & Life Sciences Market by Country
10.3 Europe Retail & E-Commerce Market by Country
10.4 Europe IT & Telecom Market by Country
10.5 Europe Energy & Utilities Market by Country
10.6 Europe Government & Public Sector Market by Country
10.7 Europe Media & Entertainment Market by Country
10.8 Europe Other Vertical Market by Country
Chapter 11. Europe Machine Learning Model Operationalization Management (MLOps) Market by Country
11.1 Germany Machine Learning Model Operationalization Management (MLOps) Market
11.1.1 Germany Machine Learning Model Operationalization Management (MLOps) Market by Organization Size
11.1.2 Germany Machine Learning Model Operationalization Management (MLOps) Market by Component
11.1.3 Germany Machine Learning Model Operationalization Management (MLOps) Market by Deployment Mode
11.1.4 Germany Machine Learning Model Operationalization Management (MLOps) Market by Vertical
11.2 UK Machine Learning Model Operationalization Management (MLOps) Market
11.2.1 UK Machine Learning Model Operationalization Management (MLOps) Market by Organization Size
11.2.2 UK Machine Learning Model Operationalization Management (MLOps) Market by Component
11.2.3 UK Machine Learning Model Operationalization Management (MLOps) Market by Deployment Mode
11.2.4 UK Machine Learning Model Operationalization Management (MLOps) Market by Vertical
11.3 France Machine Learning Model Operationalization Management (MLOps) Market
11.3.1 France Machine Learning Model Operationalization Management (MLOps) Market by Organization Size
11.3.2 France Machine Learning Model Operationalization Management (MLOps) Market by Component
11.3.3 France Machine Learning Model Operationalization Management (MLOps) Market by Deployment Mode
11.3.4 France Machine Learning Model Operationalization Management (MLOps) Market by Vertical
11.4 Russia Machine Learning Model Operationalization Management (MLOps) Market
11.4.1 Russia Machine Learning Model Operationalization Management (MLOps) Market by Organization Size
11.4.2 Russia Machine Learning Model Operationalization Management (MLOps) Market by Component
11.4.3 Russia Machine Learning Model Operationalization Management (MLOps) Market by Deployment Mode
11.4.4 Russia Machine Learning Model Operationalization Management (MLOps) Market by Vertical
11.5 Spain Machine Learning Model Operationalization Management (MLOps) Market
11.5.1 Spain Machine Learning Model Operationalization Management (MLOps) Market by Organization Size
11.5.2 Spain Machine Learning Model Operationalization Management (MLOps) Market by Component
11.5.3 Spain Machine Learning Model Operationalization Management (MLOps) Market by Deployment Mode
11.5.4 Spain Machine Learning Model Operationalization Management (MLOps) Market by Vertical
11.6 Italy Machine Learning Model Operationalization Management (MLOps) Market
11.6.1 Italy Machine Learning Model Operationalization Management (MLOps) Market by Organization Size
11.6.2 Italy Machine Learning Model Operationalization Management (MLOps) Market by Component
11.6.3 Italy Machine Learning Model Operationalization Management (MLOps) Market by Deployment Mode
11.6.4 Italy Machine Learning Model Operationalization Management (MLOps) Market by Vertical
11.7 Rest of Europe Machine Learning Model Operationalization Management (MLOps) Market
11.7.1 Rest of Europe Machine Learning Model Operationalization Management (MLOps) Market by Organization Size
11.7.2 Rest of Europe Machine Learning Model Operationalization Management (MLOps) Market by Component
11.7.3 Rest of Europe Machine Learning Model Operationalization Management (MLOps) Market by Deployment Mode
11.7.4 Rest of Europe Machine Learning Model Operationalization Management (MLOps) Market by Vertical
Chapter 12. Company Profiles
12.1 Amazon Web Services, Inc. (Amazon.com, Inc.)
12.1.1 Company Overview
12.1.2 Financial Analysis
12.1.3 Segmental and Regional Analysis
12.1.4 Recent strategies and developments:
12.1.4.1 Partnerships, Collaborations, and Agreements:
12.1.5 SWOT Analysis
12.2 Microsoft Corporation
12.2.1 Company Overview
12.2.2 Financial Analysis
12.2.3 Segmental and Regional Analysis
12.2.4 Research & Development Expenses
12.2.5 Recent strategies and developments:
12.2.5.1 Partnerships, Collaborations, and Agreements:
12.2.5.2 Product Launches and Product Expansions:
12.2.6 SWOT Analysis
12.3 Google LLC (Alphabet Inc.)
12.3.1 Company Overview
12.3.2 Financial Analysis
12.3.3 Segmental and Regional Analysis
12.3.4 Research & Development Expenses
12.3.5 Recent strategies and developments:
12.3.5.1 Partnerships, Collaborations, and Agreements:
12.3.5.2 Product Launches and Product Expansions:
12.3.6 SWOT Analysis
12.4 IBM Corporation
12.4.1 Company Overview
12.4.2 Financial Analysis
12.4.3 Regional & Segmental Analysis
12.4.4 Research & Development Expenses
12.4.5 Recent strategies and developments:
12.4.5.1 Partnerships, Collaborations, and Agreements:
12.4.6 SWOT Analysis
12.5 DataRobot, Inc.
12.5.1 Company Overview
12.5.2 Recent strategies and developments:
12.5.2.1 Partnerships, Collaborations, and Agreements:
12.5.2.2 Product Launches and Product Expansions:
12.5.2.3 Acquisition and Mergers:
12.5.3 SWOT Analysis
12.6 Domino Data Lab, Inc.
12.6.1 Company Overview
12.6.2 Recent strategies and developments:
12.6.2.1 Partnerships, Collaborations, and Agreements:
12.6.2.2 Product Launches and Product Expansions:
12.7 Cloudera, Inc.
12.7.1 Company Overview
12.7.2 Recent strategies and developments:
12.7.2.1 Partnerships, Collaborations, and Agreements:
12.7.2.2 Product Launches and Product Expansions:
12.7.3 SWOT Analysis
12.8 Databricks, Inc.
12.8.1 Company Overview
12.8.2 Recent strategies and developments:
12.8.2.1 Product Launches and Product Expansions:
12.8.2.2 Acquisition and Mergers:
12.9 H2O.ai, Inc.
12.9.1 Company Overview
12.9.2 Recent strategies and developments:
12.9.2.1 Partnerships, Collaborations, and Agreements:
12.9.2.2 Product Launches and Product Expansions:
12.10. Alteryx, Inc. (Clearlake Capital Group, L.P.)
12.10.1 Company Overview
12.10.2 Financial Analysis
12.10.3 Research & Development Expenses
12.10.4 Recent strategies and developments:
12.10.4.1 Product Launches and Product Expansions:
12.10.5 SWOT Analysis
List of Tables
TABLE 1 Europe Machine Learning Model Operationalization Management (MLOps) Market, 2021 - 2024, USD Million
TABLE 2 Europe Machine Learning Model Operationalization Management (MLOps) Market, 2025 - 2032, USD Million
TABLE 3 Partnerships, Collaborations and Agreements– Machine Learning Model Operationalization Management (MLOps) Market
TABLE 4 Product Launches And Product Expansions– Machine Learning Model Operationalization Management (MLOps) Market
TABLE 5 Acquisition and Mergers– Machine Learning Model Operationalization Management (MLOps) Market
TABLE 6 Key Customer Criteria of Machine Learning Model Operationalization Management (MLOps) Market
TABLE 7 Europe Machine Learning Model Operationalization Management (MLOps) Market by Organization Size, 2021 - 2024, USD Million
TABLE 8 Europe Machine Learning Model Operationalization Management (MLOps) Market by Organization Size, 2025 - 2032, USD Million
TABLE 9 Europe Large Enterprise Market by Country, 2021 - 2024, USD Million
TABLE 10 Europe Large Enterprise Market by Country, 2025 - 2032, USD Million
TABLE 11 Europe Small & Medium Enterprise (SME) Market by Country, 2021 - 2024, USD Million
TABLE 12 Europe Small & Medium Enterprise (SME) Market by Country, 2025 - 2032, USD Million
TABLE 13 Use Case 1: Global Retail Giant’s AI Transformation
TABLE 14 Use Case 2: DataRobot MLOps Platform for SMEs – FinTech Startup’s Agile Model Deployment
TABLE 15 Europe Machine Learning Model Operationalization Management (MLOps) Market by Component, 2021 - 2024, USD Million
TABLE 16 Europe Machine Learning Model Operationalization Management (MLOps) Market by Component, 2025 - 2032, USD Million
TABLE 17 Europe Platform Market by Country, 2021 - 2024, USD Million
TABLE 18 Europe Platform Market by Country, 2025 - 2032, USD Million
TABLE 19 Europe Service Market by Country, 2021 - 2024, USD Million
TABLE 20 Europe Service Market by Country, 2025 - 2032, USD Million
TABLE 21 Use Case 1: Scalable ML Model Deployment and Monitoring
TABLE 22 Use Case 2: Managed MLOps Services for Enterprise AI
TABLE 23 Europe Machine Learning Model Operationalization Management (MLOps) Market by Deployment Mode, 2021 - 2024, USD Million
TABLE 24 Europe Machine Learning Model Operationalization Management (MLOps) Market by Deployment Mode, 2025 - 2032, USD Million
TABLE 25 Europe Cloud Market by Country, 2021 - 2024, USD Million
TABLE 26 Europe Cloud Market by Country, 2025 - 2032, USD Million
TABLE 27 Europe On-premises Market by Country, 2021 - 2024, USD Million
TABLE 28 Europe On-premises Market by Country, 2025 - 2032, USD Million
TABLE 29 Use Case 1: Cloud-Based MLOps for Scalable ML Operations
TABLE 30 Use Case 2: On-Premises MLOps for Secure Financial Modeling
TABLE 31 Europe Machine Learning Model Operationalization Management (MLOps) Market by Vertical, 2021 - 2024, USD Million
TABLE 32 Europe Machine Learning Model Operationalization Management (MLOps) Market by Vertical, 2025 - 2032, USD Million
TABLE 33 Europe BFSI Market by Country, 2021 - 2024, USD Million
TABLE 34 Europe BFSI Market by Country, 2025 - 2032, USD Million
TABLE 35 Europe Healthcare & Life Sciences Market by Country, 2021 - 2024, USD Million
TABLE 36 Europe Healthcare & Life Sciences Market by Country, 2025 - 2032, USD Million
TABLE 37 Europe Retail & E-Commerce Market by Country, 2021 - 2024, USD Million
TABLE 38 Europe Retail & E-Commerce Market by Country, 2025 - 2032, USD Million
TABLE 39 Europe IT & Telecom Market by Country, 2021 - 2024, USD Million
TABLE 40 Europe IT & Telecom Market by Country, 2025 - 2032, USD Million
TABLE 41 Europe Energy & Utilities Market by Country, 2021 - 2024, USD Million
TABLE 42 Europe Energy & Utilities Market by Country, 2025 - 2032, USD Million
TABLE 43 Europe Government & Public Sector Market by Country, 2021 - 2024, USD Million
TABLE 44 Europe Government & Public Sector Market by Country, 2025 - 2032, USD Million
TABLE 45 Europe Media & Entertainment Market by Country, 2021 - 2024, USD Million
TABLE 46 Europe Media & Entertainment Market by Country, 2025 - 2032, USD Million
TABLE 47 Europe Other Vertical Market by Country, 2021 - 2024, USD Million
TABLE 48 Europe Other Vertical Market by Country, 2025 - 2032, USD Million
TABLE 49 Europe Machine Learning Model Operationalization Management (MLOps) Market by Country, 2021 - 2024, USD Million
TABLE 50 Europe Machine Learning Model Operationalization Management (MLOps) Market by Country, 2025 - 2032, USD Million
TABLE 51 Germany Machine Learning Model Operationalization Management (MLOps) Market, 2021 - 2024, USD Million
TABLE 52 Germany Machine Learning Model Operationalization Management (MLOps) Market, 2025 - 2032, USD Million
TABLE 53 Germany Machine Learning Model Operationalization Management (MLOps) Market by Organization Size, 2021 - 2024, USD Million
TABLE 54 Germany Machine Learning Model Operationalization Management (MLOps) Market by Organization Size, 2025 - 2032, USD Million
TABLE 55 Germany Machine Learning Model Operationalization Management (MLOps) Market by Component, 2021 - 2024, USD Million
TABLE 56 Germany Machine Learning Model Operationalization Management (MLOps) Market by Component, 2025 - 2032, USD Million
TABLE 57 Germany Machine Learning Model Operationalization Management (MLOps) Market by Deployment Mode, 2021 - 2024, USD Million
TABLE 58 Germany Machine Learning Model Operationalization Management (MLOps) Market by Deployment Mode, 2025 - 2032, USD Million
TABLE 59 Germany Machine Learning Model Operationalization Management (MLOps) Market by Vertical, 2021 - 2024, USD Million
TABLE 60 Germany Machine Learning Model Operationalization Management (MLOps) Market by Vertical, 2025 - 2032, USD Million
TABLE 61 UK Machine Learning Model Operationalization Management (MLOps) Market, 2021 - 2024, USD Million
TABLE 62 UK Machine Learning Model Operationalization Management (MLOps) Market, 2025 - 2032, USD Million
TABLE 63 UK Machine Learning Model Operationalization Management (MLOps) Market by Organization Size, 2021 - 2024, USD Million
TABLE 64 UK Machine Learning Model Operationalization Management (MLOps) Market by Organization Size, 2025 - 2032, USD Million
TABLE 65 UK Machine Learning Model Operationalization Management (MLOps) Market by Component, 2021 - 2024, USD Million
TABLE 66 UK Machine Learning Model Operationalization Management (MLOps) Market by Component, 2025 - 2032, USD Million
TABLE 67 UK Machine Learning Model Operationalization Management (MLOps) Market by Deployment Mode, 2021 - 2024, USD Million
TABLE 68 UK Machine Learning Model Operationalization Management (MLOps) Market by Deployment Mode, 2025 - 2032, USD Million
TABLE 69 UK Machine Learning Model Operationalization Management (MLOps) Market by Vertical, 2021 - 2024, USD Million
TABLE 70 UK Machine Learning Model Operationalization Management (MLOps) Market by Vertical, 2025 - 2032, USD Million
TABLE 71 France Machine Learning Model Operationalization Management (MLOps) Market, 2021 - 2024, USD Million
TABLE 72 France Machine Learning Model Operationalization Management (MLOps) Market, 2025 - 2032, USD Million
TABLE 73 France Machine Learning Model Operationalization Management (MLOps) Market by Organization Size, 2021 - 2024, USD Million
TABLE 74 France Machine Learning Model Operationalization Management (MLOps) Market by Organization Size, 2025 - 2032, USD Million
TABLE 75 France Machine Learning Model Operationalization Management (MLOps) Market by Component, 2021 - 2024, USD Million
TABLE 76 France Machine Learning Model Operationalization Management (MLOps) Market by Component, 2025 - 2032, USD Million
TABLE 77 France Machine Learning Model Operationalization Management (MLOps) Market by Deployment Mode, 2021 - 2024, USD Million
TABLE 78 France Machine Learning Model Operationalization Management (MLOps) Market by Deployment Mode, 2025 - 2032, USD Million
TABLE 79 France Machine Learning Model Operationalization Management (MLOps) Market by Vertical, 2021 - 2024, USD Million
TABLE 80 France Machine Learning Model Operationalization Management (MLOps) Market by Vertical, 2025 - 2032, USD Million
TABLE 81 Russia Machine Learning Model Operationalization Management (MLOps) Market, 2021 - 2024, USD Million
TABLE 82 Russia Machine Learning Model Operationalization Management (MLOps) Market, 2025 - 2032, USD Million
TABLE 83 Russia Machine Learning Model Operationalization Management (MLOps) Market by Organization Size, 2021 - 2024, USD Million
TABLE 84 Russia Machine Learning Model Operationalization Management (MLOps) Market by Organization Size, 2025 - 2032, USD Million
TABLE 85 Russia Machine Learning Model Operationalization Management (MLOps) Market by Component, 2021 - 2024, USD Million
TABLE 86 Russia Machine Learning Model Operationalization Management (MLOps) Market by Component, 2025 - 2032, USD Million
TABLE 87 Russia Machine Learning Model Operationalization Management (MLOps) Market by Deployment Mode, 2021 - 2024, USD Million
TABLE 88 Russia Machine Learning Model Operationalization Management (MLOps) Market by Deployment Mode, 2025 - 2032, USD Million
TABLE 89 Russia Machine Learning Model Operationalization Management (MLOps) Market by Vertical, 2021 - 2024, USD Million
TABLE 90 Russia Machine Learning Model Operationalization Management (MLOps) Market by Vertical, 2025 - 2032, USD Million
TABLE 91 Spain Machine Learning Model Operationalization Management (MLOps) Market, 2021 - 2024, USD Million
TABLE 92 Spain Machine Learning Model Operationalization Management (MLOps) Market, 2025 - 2032, USD Million
TABLE 93 Spain Machine Learning Model Operationalization Management (MLOps) Market by Organization Size, 2021 - 2024, USD Million
TABLE 94 Spain Machine Learning Model Operationalization Management (MLOps) Market by Organization Size, 2025 - 2032, USD Million
TABLE 95 Spain Machine Learning Model Operationalization Management (MLOps) Market by Component, 2021 - 2024, USD Million
TABLE 96 Spain Machine Learning Model Operationalization Management (MLOps) Market by Component, 2025 - 2032, USD Million
TABLE 97 Spain Machine Learning Model Operationalization Management (MLOps) Market by Deployment Mode, 2021 - 2024, USD Million
TABLE 98 Spain Machine Learning Model Operationalization Management (MLOps) Market by Deployment Mode, 2025 - 2032, USD Million
TABLE 99 Spain Machine Learning Model Operationalization Management (MLOps) Market by Vertical, 2021 - 2024, USD Million
TABLE 100 Spain Machine Learning Model Operationalization Management (MLOps) Market by Vertical, 2025 - 2032, USD Million
TABLE 101 Italy Machine Learning Model Operationalization Management (MLOps) Market, 2021 - 2024, USD Million
TABLE 102 Italy Machine Learning Model Operationalization Management (MLOps) Market, 2025 - 2032, USD Million
TABLE 103 Italy Machine Learning Model Operationalization Management (MLOps) Market by Organization Size, 2021 - 2024, USD Million
TABLE 104 Italy Machine Learning Model Operationalization Management (MLOps) Market by Organization Size, 2025 - 2032, USD Million
TABLE 105 Italy Machine Learning Model Operationalization Management (MLOps) Market by Component, 2021 - 2024, USD Million
TABLE 106 Italy Machine Learning Model Operationalization Management (MLOps) Market by Component, 2025 - 2032, USD Million
TABLE 107 Italy Machine Learning Model Operationalization Management (MLOps) Market by Deployment Mode, 2021 - 2024, USD Million
TABLE 108 Italy Machine Learning Model Operationalization Management (MLOps) Market by Deployment Mode, 2025 - 2032, USD Million
TABLE 109 Italy Machine Learning Model Operationalization Management (MLOps) Market by Vertical, 2021 - 2024, USD Million
TABLE 110 Italy Machine Learning Model Operationalization Management (MLOps) Market by Vertical, 2025 - 2032, USD Million
TABLE 111 Rest of Europe Machine Learning Model Operationalization Management (MLOps) Market, 2021 - 2024, USD Million
TABLE 112 Rest of Europe Machine Learning Model Operationalization Management (MLOps) Market, 2025 - 2032, USD Million
TABLE 113 Rest of Europe Machine Learning Model Operationalization Management (MLOps) Market by Organization Size, 2021 - 2024, USD Million
TABLE 114 Rest of Europe Machine Learning Model Operationalization Management (MLOps) Market by Organization Size, 2025 - 2032, USD Million
TABLE 115 Rest of Europe Machine Learning Model Operationalization Management (MLOps) Market by Component, 2021 - 2024, USD Million
TABLE 116 Rest of Europe Machine Learning Model Operationalization Management (MLOps) Market by Component, 2025 - 2032, USD Million
TABLE 117 Rest of Europe Machine Learning Model Operationalization Management (MLOps) Market by Deployment Mode, 2021 - 2024, USD Million
TABLE 118 Rest of Europe Machine Learning Model Operationalization Management (MLOps) Market by Deployment Mode, 2025 - 2032, USD Million
TABLE 119 Rest of Europe Machine Learning Model Operationalization Management (MLOps) Market by Vertical, 2021 - 2024, USD Million
TABLE 120 Rest of Europe Machine Learning Model Operationalization Management (MLOps) Market by Vertical, 2025 - 2032, USD Million
TABLE 121 Key Information – Amazon Web Services, Inc.
TABLE 122 Key Information – Microsoft Corporation
TABLE 123 Key Information – Google LLC
TABLE 124 Key Information – IBM Corporation
TABLE 125 Key Information – DataRobot, Inc.
TABLE 126 Key Information – Domino Data Lab, Inc.
TABLE 127 Key Information – Cloudera, Inc.
TABLE 128 Key Information – Databricks, Inc.
TABLE 129 Key Information – H2O.ai, Inc.
TABLE 130 Key Information – Alteryx, Inc.
List of Figures
FIG 1 Methodology for the research
FIG 2 Europe Machine Learning Model Operationalization Management (MLOps) Market, 2021 - 2032, USD Million
FIG 3 Key Factors Impacting Machine Learning Model Operationalization Management (MLOps) Market
FIG 4 KBV Cardinal Matrix
FIG 5 Market Share Analysis, 2024
FIG 6 Key Leading Strategies: Percentage Distribution (2021-2025)
FIG 7 Key Strategic Move: (Partnerships, Collaborations & Agreements: 2021, Jun – 2025, Mar) Leading Players
FIG 8 Porter’s Five Forces Analysis – Machine Learning Model Operationalization Management (MLOps) Market
FIG 9 Value Chain Analysis of Machine Learning Model Operationalization Management (MLOps) Market
FIG 10 Key Customer Criteria of Machine Learning Model Operationalization Management (MLOps) Market
FIG 11 Europe Machine Learning Model Operationalization Management (MLOps) Market share by Organization Size, 2024
FIG 12 Europe Machine Learning Model Operationalization Management (MLOps) Market share by Organization Size, 2032
FIG 13 Europe Machine Learning Model Operationalization Management (MLOps) Market by Organization Size, 2021 - 2032, USD Million
FIG 14 Europe Machine Learning Model Operationalization Management (MLOps) Market share by Component, 2024
FIG 15 Europe Machine Learning Model Operationalization Management (MLOps) Market share by Component, 2032
FIG 16 Europe Machine Learning Model Operationalization Management (MLOps) Market by Component, 2021 - 2032, USD Million
FIG 17 Europe Machine Learning Model Operationalization Management (MLOps) Market share by Deployment Mode, 2024
FIG 18 Europe Machine Learning Model Operationalization Management (MLOps) Market share by Deployment Mode, 2032
FIG 19 Europe Machine Learning Model Operationalization Management (MLOps) Market by Deployment Mode, 2021 - 2032, USD Million
FIG 20 Europe Machine Learning Model Operationalization Management (MLOps) Market share by Vertical, 2024
FIG 21 Europe Machine Learning Model Operationalization Management (MLOps) Market share by Vertical, 2032
FIG 22 Europe Machine Learning Model Operationalization Management (MLOps) Market by Vertical, 2021 - 2032, USD Million
FIG 23 Europe Machine Learning Model Operationalization Management (MLOps) Market share by Country, 2024
FIG 24 Europe Machine Learning Model Operationalization Management (MLOps) Market share by Country, 2032
FIG 25 Europe Machine Learning Model Operationalization Management (MLOps) Market by Country, 2021 - 2032, USD Million
FIG 26 SWOT Analysis: Amazon Web Services, Inc.
FIG 27 Recent strategies and developments: Microsoft Corporation
FIG 28 SWOT Analysis: Microsoft Corporation
FIG 29 Recent strategies and developments: Google LLC
FIG 30 SWOT Analysis: Google LLC
FIG 31 SWOT Analysis: IBM Corporation
FIG 32 Recent strategies and developments: DataRobot, Inc.
FIG 33 SWOT Analysis: DataRobot, Inc.
FIG 34 Recent strategies and developments: Domino Data Lab, Inc.
FIG 35 Recent strategies and developments: Cloudera, Inc.
FIG 36 SWOT analysis: Cloudera, Inc.
FIG 37 Recent strategies and developments: Databricks, Inc.
FIG 38 Recent strategies and developments: H2O.ai, Inc.
FIG 39 SWOT Analysis: Alteryx, Inc.
TABLE 2 Europe Machine Learning Model Operationalization Management (MLOps) Market, 2025 - 2032, USD Million
TABLE 3 Partnerships, Collaborations and Agreements– Machine Learning Model Operationalization Management (MLOps) Market
TABLE 4 Product Launches And Product Expansions– Machine Learning Model Operationalization Management (MLOps) Market
TABLE 5 Acquisition and Mergers– Machine Learning Model Operationalization Management (MLOps) Market
TABLE 6 Key Customer Criteria of Machine Learning Model Operationalization Management (MLOps) Market
TABLE 7 Europe Machine Learning Model Operationalization Management (MLOps) Market by Organization Size, 2021 - 2024, USD Million
TABLE 8 Europe Machine Learning Model Operationalization Management (MLOps) Market by Organization Size, 2025 - 2032, USD Million
TABLE 9 Europe Large Enterprise Market by Country, 2021 - 2024, USD Million
TABLE 10 Europe Large Enterprise Market by Country, 2025 - 2032, USD Million
TABLE 11 Europe Small & Medium Enterprise (SME) Market by Country, 2021 - 2024, USD Million
TABLE 12 Europe Small & Medium Enterprise (SME) Market by Country, 2025 - 2032, USD Million
TABLE 13 Use Case 1: Global Retail Giant’s AI Transformation
TABLE 14 Use Case 2: DataRobot MLOps Platform for SMEs – FinTech Startup’s Agile Model Deployment
TABLE 15 Europe Machine Learning Model Operationalization Management (MLOps) Market by Component, 2021 - 2024, USD Million
TABLE 16 Europe Machine Learning Model Operationalization Management (MLOps) Market by Component, 2025 - 2032, USD Million
TABLE 17 Europe Platform Market by Country, 2021 - 2024, USD Million
TABLE 18 Europe Platform Market by Country, 2025 - 2032, USD Million
TABLE 19 Europe Service Market by Country, 2021 - 2024, USD Million
TABLE 20 Europe Service Market by Country, 2025 - 2032, USD Million
TABLE 21 Use Case 1: Scalable ML Model Deployment and Monitoring
TABLE 22 Use Case 2: Managed MLOps Services for Enterprise AI
TABLE 23 Europe Machine Learning Model Operationalization Management (MLOps) Market by Deployment Mode, 2021 - 2024, USD Million
TABLE 24 Europe Machine Learning Model Operationalization Management (MLOps) Market by Deployment Mode, 2025 - 2032, USD Million
TABLE 25 Europe Cloud Market by Country, 2021 - 2024, USD Million
TABLE 26 Europe Cloud Market by Country, 2025 - 2032, USD Million
TABLE 27 Europe On-premises Market by Country, 2021 - 2024, USD Million
TABLE 28 Europe On-premises Market by Country, 2025 - 2032, USD Million
TABLE 29 Use Case 1: Cloud-Based MLOps for Scalable ML Operations
TABLE 30 Use Case 2: On-Premises MLOps for Secure Financial Modeling
TABLE 31 Europe Machine Learning Model Operationalization Management (MLOps) Market by Vertical, 2021 - 2024, USD Million
TABLE 32 Europe Machine Learning Model Operationalization Management (MLOps) Market by Vertical, 2025 - 2032, USD Million
TABLE 33 Europe BFSI Market by Country, 2021 - 2024, USD Million
TABLE 34 Europe BFSI Market by Country, 2025 - 2032, USD Million
TABLE 35 Europe Healthcare & Life Sciences Market by Country, 2021 - 2024, USD Million
TABLE 36 Europe Healthcare & Life Sciences Market by Country, 2025 - 2032, USD Million
TABLE 37 Europe Retail & E-Commerce Market by Country, 2021 - 2024, USD Million
TABLE 38 Europe Retail & E-Commerce Market by Country, 2025 - 2032, USD Million
TABLE 39 Europe IT & Telecom Market by Country, 2021 - 2024, USD Million
TABLE 40 Europe IT & Telecom Market by Country, 2025 - 2032, USD Million
TABLE 41 Europe Energy & Utilities Market by Country, 2021 - 2024, USD Million
TABLE 42 Europe Energy & Utilities Market by Country, 2025 - 2032, USD Million
TABLE 43 Europe Government & Public Sector Market by Country, 2021 - 2024, USD Million
TABLE 44 Europe Government & Public Sector Market by Country, 2025 - 2032, USD Million
TABLE 45 Europe Media & Entertainment Market by Country, 2021 - 2024, USD Million
TABLE 46 Europe Media & Entertainment Market by Country, 2025 - 2032, USD Million
TABLE 47 Europe Other Vertical Market by Country, 2021 - 2024, USD Million
TABLE 48 Europe Other Vertical Market by Country, 2025 - 2032, USD Million
TABLE 49 Europe Machine Learning Model Operationalization Management (MLOps) Market by Country, 2021 - 2024, USD Million
TABLE 50 Europe Machine Learning Model Operationalization Management (MLOps) Market by Country, 2025 - 2032, USD Million
TABLE 51 Germany Machine Learning Model Operationalization Management (MLOps) Market, 2021 - 2024, USD Million
TABLE 52 Germany Machine Learning Model Operationalization Management (MLOps) Market, 2025 - 2032, USD Million
TABLE 53 Germany Machine Learning Model Operationalization Management (MLOps) Market by Organization Size, 2021 - 2024, USD Million
TABLE 54 Germany Machine Learning Model Operationalization Management (MLOps) Market by Organization Size, 2025 - 2032, USD Million
TABLE 55 Germany Machine Learning Model Operationalization Management (MLOps) Market by Component, 2021 - 2024, USD Million
TABLE 56 Germany Machine Learning Model Operationalization Management (MLOps) Market by Component, 2025 - 2032, USD Million
TABLE 57 Germany Machine Learning Model Operationalization Management (MLOps) Market by Deployment Mode, 2021 - 2024, USD Million
TABLE 58 Germany Machine Learning Model Operationalization Management (MLOps) Market by Deployment Mode, 2025 - 2032, USD Million
TABLE 59 Germany Machine Learning Model Operationalization Management (MLOps) Market by Vertical, 2021 - 2024, USD Million
TABLE 60 Germany Machine Learning Model Operationalization Management (MLOps) Market by Vertical, 2025 - 2032, USD Million
TABLE 61 UK Machine Learning Model Operationalization Management (MLOps) Market, 2021 - 2024, USD Million
TABLE 62 UK Machine Learning Model Operationalization Management (MLOps) Market, 2025 - 2032, USD Million
TABLE 63 UK Machine Learning Model Operationalization Management (MLOps) Market by Organization Size, 2021 - 2024, USD Million
TABLE 64 UK Machine Learning Model Operationalization Management (MLOps) Market by Organization Size, 2025 - 2032, USD Million
TABLE 65 UK Machine Learning Model Operationalization Management (MLOps) Market by Component, 2021 - 2024, USD Million
TABLE 66 UK Machine Learning Model Operationalization Management (MLOps) Market by Component, 2025 - 2032, USD Million
TABLE 67 UK Machine Learning Model Operationalization Management (MLOps) Market by Deployment Mode, 2021 - 2024, USD Million
TABLE 68 UK Machine Learning Model Operationalization Management (MLOps) Market by Deployment Mode, 2025 - 2032, USD Million
TABLE 69 UK Machine Learning Model Operationalization Management (MLOps) Market by Vertical, 2021 - 2024, USD Million
TABLE 70 UK Machine Learning Model Operationalization Management (MLOps) Market by Vertical, 2025 - 2032, USD Million
TABLE 71 France Machine Learning Model Operationalization Management (MLOps) Market, 2021 - 2024, USD Million
TABLE 72 France Machine Learning Model Operationalization Management (MLOps) Market, 2025 - 2032, USD Million
TABLE 73 France Machine Learning Model Operationalization Management (MLOps) Market by Organization Size, 2021 - 2024, USD Million
TABLE 74 France Machine Learning Model Operationalization Management (MLOps) Market by Organization Size, 2025 - 2032, USD Million
TABLE 75 France Machine Learning Model Operationalization Management (MLOps) Market by Component, 2021 - 2024, USD Million
TABLE 76 France Machine Learning Model Operationalization Management (MLOps) Market by Component, 2025 - 2032, USD Million
TABLE 77 France Machine Learning Model Operationalization Management (MLOps) Market by Deployment Mode, 2021 - 2024, USD Million
TABLE 78 France Machine Learning Model Operationalization Management (MLOps) Market by Deployment Mode, 2025 - 2032, USD Million
TABLE 79 France Machine Learning Model Operationalization Management (MLOps) Market by Vertical, 2021 - 2024, USD Million
TABLE 80 France Machine Learning Model Operationalization Management (MLOps) Market by Vertical, 2025 - 2032, USD Million
TABLE 81 Russia Machine Learning Model Operationalization Management (MLOps) Market, 2021 - 2024, USD Million
TABLE 82 Russia Machine Learning Model Operationalization Management (MLOps) Market, 2025 - 2032, USD Million
TABLE 83 Russia Machine Learning Model Operationalization Management (MLOps) Market by Organization Size, 2021 - 2024, USD Million
TABLE 84 Russia Machine Learning Model Operationalization Management (MLOps) Market by Organization Size, 2025 - 2032, USD Million
TABLE 85 Russia Machine Learning Model Operationalization Management (MLOps) Market by Component, 2021 - 2024, USD Million
TABLE 86 Russia Machine Learning Model Operationalization Management (MLOps) Market by Component, 2025 - 2032, USD Million
TABLE 87 Russia Machine Learning Model Operationalization Management (MLOps) Market by Deployment Mode, 2021 - 2024, USD Million
TABLE 88 Russia Machine Learning Model Operationalization Management (MLOps) Market by Deployment Mode, 2025 - 2032, USD Million
TABLE 89 Russia Machine Learning Model Operationalization Management (MLOps) Market by Vertical, 2021 - 2024, USD Million
TABLE 90 Russia Machine Learning Model Operationalization Management (MLOps) Market by Vertical, 2025 - 2032, USD Million
TABLE 91 Spain Machine Learning Model Operationalization Management (MLOps) Market, 2021 - 2024, USD Million
TABLE 92 Spain Machine Learning Model Operationalization Management (MLOps) Market, 2025 - 2032, USD Million
TABLE 93 Spain Machine Learning Model Operationalization Management (MLOps) Market by Organization Size, 2021 - 2024, USD Million
TABLE 94 Spain Machine Learning Model Operationalization Management (MLOps) Market by Organization Size, 2025 - 2032, USD Million
TABLE 95 Spain Machine Learning Model Operationalization Management (MLOps) Market by Component, 2021 - 2024, USD Million
TABLE 96 Spain Machine Learning Model Operationalization Management (MLOps) Market by Component, 2025 - 2032, USD Million
TABLE 97 Spain Machine Learning Model Operationalization Management (MLOps) Market by Deployment Mode, 2021 - 2024, USD Million
TABLE 98 Spain Machine Learning Model Operationalization Management (MLOps) Market by Deployment Mode, 2025 - 2032, USD Million
TABLE 99 Spain Machine Learning Model Operationalization Management (MLOps) Market by Vertical, 2021 - 2024, USD Million
TABLE 100 Spain Machine Learning Model Operationalization Management (MLOps) Market by Vertical, 2025 - 2032, USD Million
TABLE 101 Italy Machine Learning Model Operationalization Management (MLOps) Market, 2021 - 2024, USD Million
TABLE 102 Italy Machine Learning Model Operationalization Management (MLOps) Market, 2025 - 2032, USD Million
TABLE 103 Italy Machine Learning Model Operationalization Management (MLOps) Market by Organization Size, 2021 - 2024, USD Million
TABLE 104 Italy Machine Learning Model Operationalization Management (MLOps) Market by Organization Size, 2025 - 2032, USD Million
TABLE 105 Italy Machine Learning Model Operationalization Management (MLOps) Market by Component, 2021 - 2024, USD Million
TABLE 106 Italy Machine Learning Model Operationalization Management (MLOps) Market by Component, 2025 - 2032, USD Million
TABLE 107 Italy Machine Learning Model Operationalization Management (MLOps) Market by Deployment Mode, 2021 - 2024, USD Million
TABLE 108 Italy Machine Learning Model Operationalization Management (MLOps) Market by Deployment Mode, 2025 - 2032, USD Million
TABLE 109 Italy Machine Learning Model Operationalization Management (MLOps) Market by Vertical, 2021 - 2024, USD Million
TABLE 110 Italy Machine Learning Model Operationalization Management (MLOps) Market by Vertical, 2025 - 2032, USD Million
TABLE 111 Rest of Europe Machine Learning Model Operationalization Management (MLOps) Market, 2021 - 2024, USD Million
TABLE 112 Rest of Europe Machine Learning Model Operationalization Management (MLOps) Market, 2025 - 2032, USD Million
TABLE 113 Rest of Europe Machine Learning Model Operationalization Management (MLOps) Market by Organization Size, 2021 - 2024, USD Million
TABLE 114 Rest of Europe Machine Learning Model Operationalization Management (MLOps) Market by Organization Size, 2025 - 2032, USD Million
TABLE 115 Rest of Europe Machine Learning Model Operationalization Management (MLOps) Market by Component, 2021 - 2024, USD Million
TABLE 116 Rest of Europe Machine Learning Model Operationalization Management (MLOps) Market by Component, 2025 - 2032, USD Million
TABLE 117 Rest of Europe Machine Learning Model Operationalization Management (MLOps) Market by Deployment Mode, 2021 - 2024, USD Million
TABLE 118 Rest of Europe Machine Learning Model Operationalization Management (MLOps) Market by Deployment Mode, 2025 - 2032, USD Million
TABLE 119 Rest of Europe Machine Learning Model Operationalization Management (MLOps) Market by Vertical, 2021 - 2024, USD Million
TABLE 120 Rest of Europe Machine Learning Model Operationalization Management (MLOps) Market by Vertical, 2025 - 2032, USD Million
TABLE 121 Key Information – Amazon Web Services, Inc.
TABLE 122 Key Information – Microsoft Corporation
TABLE 123 Key Information – Google LLC
TABLE 124 Key Information – IBM Corporation
TABLE 125 Key Information – DataRobot, Inc.
TABLE 126 Key Information – Domino Data Lab, Inc.
TABLE 127 Key Information – Cloudera, Inc.
TABLE 128 Key Information – Databricks, Inc.
TABLE 129 Key Information – H2O.ai, Inc.
TABLE 130 Key Information – Alteryx, Inc.
List of Figures
FIG 1 Methodology for the research
FIG 2 Europe Machine Learning Model Operationalization Management (MLOps) Market, 2021 - 2032, USD Million
FIG 3 Key Factors Impacting Machine Learning Model Operationalization Management (MLOps) Market
FIG 4 KBV Cardinal Matrix
FIG 5 Market Share Analysis, 2024
FIG 6 Key Leading Strategies: Percentage Distribution (2021-2025)
FIG 7 Key Strategic Move: (Partnerships, Collaborations & Agreements: 2021, Jun – 2025, Mar) Leading Players
FIG 8 Porter’s Five Forces Analysis – Machine Learning Model Operationalization Management (MLOps) Market
FIG 9 Value Chain Analysis of Machine Learning Model Operationalization Management (MLOps) Market
FIG 10 Key Customer Criteria of Machine Learning Model Operationalization Management (MLOps) Market
FIG 11 Europe Machine Learning Model Operationalization Management (MLOps) Market share by Organization Size, 2024
FIG 12 Europe Machine Learning Model Operationalization Management (MLOps) Market share by Organization Size, 2032
FIG 13 Europe Machine Learning Model Operationalization Management (MLOps) Market by Organization Size, 2021 - 2032, USD Million
FIG 14 Europe Machine Learning Model Operationalization Management (MLOps) Market share by Component, 2024
FIG 15 Europe Machine Learning Model Operationalization Management (MLOps) Market share by Component, 2032
FIG 16 Europe Machine Learning Model Operationalization Management (MLOps) Market by Component, 2021 - 2032, USD Million
FIG 17 Europe Machine Learning Model Operationalization Management (MLOps) Market share by Deployment Mode, 2024
FIG 18 Europe Machine Learning Model Operationalization Management (MLOps) Market share by Deployment Mode, 2032
FIG 19 Europe Machine Learning Model Operationalization Management (MLOps) Market by Deployment Mode, 2021 - 2032, USD Million
FIG 20 Europe Machine Learning Model Operationalization Management (MLOps) Market share by Vertical, 2024
FIG 21 Europe Machine Learning Model Operationalization Management (MLOps) Market share by Vertical, 2032
FIG 22 Europe Machine Learning Model Operationalization Management (MLOps) Market by Vertical, 2021 - 2032, USD Million
FIG 23 Europe Machine Learning Model Operationalization Management (MLOps) Market share by Country, 2024
FIG 24 Europe Machine Learning Model Operationalization Management (MLOps) Market share by Country, 2032
FIG 25 Europe Machine Learning Model Operationalization Management (MLOps) Market by Country, 2021 - 2032, USD Million
FIG 26 SWOT Analysis: Amazon Web Services, Inc.
FIG 27 Recent strategies and developments: Microsoft Corporation
FIG 28 SWOT Analysis: Microsoft Corporation
FIG 29 Recent strategies and developments: Google LLC
FIG 30 SWOT Analysis: Google LLC
FIG 31 SWOT Analysis: IBM Corporation
FIG 32 Recent strategies and developments: DataRobot, Inc.
FIG 33 SWOT Analysis: DataRobot, Inc.
FIG 34 Recent strategies and developments: Domino Data Lab, Inc.
FIG 35 Recent strategies and developments: Cloudera, Inc.
FIG 36 SWOT analysis: Cloudera, Inc.
FIG 37 Recent strategies and developments: Databricks, Inc.
FIG 38 Recent strategies and developments: H2O.ai, Inc.
FIG 39 SWOT Analysis: Alteryx, Inc.