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PUBLISHER: KBV Research | PRODUCT CODE: 1768374

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PUBLISHER: KBV Research | PRODUCT CODE: 1768374

Europe Machine Learning Model Operationalization Management Market Size, Share & Industry Analysis Report By Organization Size, By Component, By Deployment Mode, By Vertical, By Country and Growth Forecast, 2025 - 2032

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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.

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

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.
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