Global ModelOps Market Size, Share & Trends Analysis Report By Offering (Platforms, and Services), By Model, By Deployment (Cloud, and On-Premise), By Vertical, By Application, By Regional Outlook and Forecast, 2024 - 2031

Chapter 1. Market Scope & Methodology
1.1 Market Definition
1.2 Objectives
1.3 Market Scope
1.4 Segmentation
1.4.1 Global ModelOps Market, by Offering
1.4.2 Global ModelOps Market, by Model
1.4.3 Global ModelOps Market, by Deployment
1.4.4 Global ModelOps Market, by Vertical
1.4.5 Global ModelOps Market, by Application
1.4.6 Global ModelOps Market, by Geography
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 Market Share Analysis, 2023
4.2 Strategies Deployed in ModelOps Market
4.3 Porter Five Forces Analysis

Chapter 5. Global ModelOps Market by Offering
5.1 Global Platforms Market by Region
5.2 Global Services Market by Region

Chapter 6. Global ModelOps Market by Model
6.1 Global ML Models Market by Region
6.2 Global Graph-Based Models Market by Region
6.3 Global Rule & Heuristic Models Market by Region
6.4 Global Linguistic Models Market by Region
6.5 Global Agent-Based Models & Others Market by Region

Chapter 7. Global ModelOps Market by Deployment
7.1 Global Cloud Market by Region
7.2 Global On-Premise Market by Region

Chapter 8. Global ModelOps Market by Vertical
8.1 Global BFSI Market by Region
8.2 Global Retail & E-Commerce Market by Region
8.3 Global Healthcare & Life Sciences Market by Region
8.4 Global Manufacturing Market by Region
8.5 Global IT & Telecommunications Market by Region
8.6 Global Transportation & Logistics Market by Region
8.7 Global Energy, Utilities & Others Market by Region

Chapter 9. Global ModelOps Market by Application
9.1 Global Continuous Integration/ Continuous Deployment Market by Region
9.2 Global Model Lifecycle Management Market by Region
9.3 Global Batch Scoring Market by Region
9.4 Global Governance, Risk & Compliance Market by Region
9.5 Global Monitoring & Alerting Market by Region
9.6 Global Parallelization & Distributed Computing Market by Region
9.7 Global Dashboard & Reporting Market by Region
9.8 Global Other Application Market by Region

Chapter 10. Global ModelOps Market by Region
10.1 North America ModelOps Market
10.1.1 North America ModelOps Market by Offering
10.1.1.1 North America Platforms Market by Region
10.1.1.2 North America Services Market by Region
10.1.2 North America ModelOps Market by Model
10.1.2.1 North America ML Models Market by Country
10.1.2.2 North America Graph-Based Models Market by Country
10.1.2.3 North America Rule & Heuristic Models Market by Country
10.1.2.4 North America Linguistic Models Market by Country
10.1.2.5 North America Agent-Based Models & Others Market by Country
10.1.3 North America ModelOps Market by Deployment
10.1.3.1 North America Cloud Market by Country
10.1.3.2 North America On-Premise Market by Country
10.1.4 North America ModelOps Market by Vertical
10.1.4.1 North America BFSI Market by Country
10.1.4.2 North America Retail & E-Commerce Market by Country
10.1.4.3 North America Healthcare & Life Sciences Market by Country
10.1.4.4 North America Manufacturing Market by Country
10.1.4.5 North America IT & Telecommunications Market by Country
10.1.4.6 North America Transportation & Logistics Market by Country
10.1.4.7 North America Energy, Utilities & Others Market by Country
10.1.5 North America ModelOps Market by Application
10.1.5.1 North America Continuous Integration/ Continuous Deployment Market by Country
10.1.5.2 North America Model Lifecycle Management Market by Country
10.1.5.3 North America Batch Scoring Market by Country
10.1.5.4 North America Governance, Risk & Compliance Market by Country
10.1.5.5 North America Monitoring & Alerting Market by Country
10.1.5.6 North America Parallelization & Distributed Computing Market by Country
10.1.5.7 North America Dashboard & Reporting Market by Country
10.1.5.8 North America Other Application Market by Country
10.1.6 North America ModelOps Market by Country
10.1.6.1 US ModelOps Market
10.1.6.1.1 US ModelOps Market by Offering
10.1.6.1.2 US ModelOps Market by Model
10.1.6.1.3 US ModelOps Market by Deployment
10.1.6.1.4 US ModelOps Market by Vertical
10.1.6.1.5 US ModelOps Market by Application
10.1.6.2 Canada ModelOps Market
10.1.6.2.1 Canada ModelOps Market by Offering
10.1.6.2.2 Canada ModelOps Market by Model
10.1.6.2.3 Canada ModelOps Market by Deployment
10.1.6.2.4 Canada ModelOps Market by Vertical
10.1.6.2.5 Canada ModelOps Market by Application
10.1.6.3 Mexico ModelOps Market
10.1.6.3.1 Mexico ModelOps Market by Offering
10.1.6.3.2 Mexico ModelOps Market by Model
10.1.6.3.3 Mexico ModelOps Market by Deployment
10.1.6.3.4 Mexico ModelOps Market by Vertical
10.1.6.3.5 Mexico ModelOps Market by Application
10.1.6.4 Rest of North America ModelOps Market
10.1.6.4.1 Rest of North America ModelOps Market by Offering
10.1.6.4.2 Rest of North America ModelOps Market by Model
10.1.6.4.3 Rest of North America ModelOps Market by Deployment
10.1.6.4.4 Rest of North America ModelOps Market by Vertical
10.1.6.4.5 Rest of North America ModelOps Market by Application
10.2 Europe ModelOps Market
10.2.1 Europe ModelOps Market by Offering
10.2.1.1 Europe Platforms Market by Country
10.2.1.2 Europe Services Market by Country
10.2.2 Europe ModelOps Market by Model
10.2.2.1 Europe ML Models Market by Country
10.2.2.2 Europe Graph-Based Models Market by Country
10.2.2.3 Europe Rule & Heuristic Models Market by Country
10.2.2.4 Europe Linguistic Models Market by Country
10.2.2.5 Europe Agent-Based Models & Others Market by Country
10.2.3 Europe ModelOps Market by Deployment
10.2.3.1 Europe Cloud Market by Country
10.2.3.2 Europe On-Premise Market by Country
10.2.4 Europe ModelOps Market by Vertical
10.2.4.1 Europe BFSI Market by Country
10.2.4.2 Europe Retail & E-Commerce Market by Country
10.2.4.3 Europe Healthcare & Life Sciences Market by Country
10.2.4.4 Europe Manufacturing Market by Country
10.2.4.5 Europe IT & Telecommunications Market by Country
10.2.4.6 Europe Transportation & Logistics Market by Country
10.2.4.7 Europe Energy, Utilities & Others Market by Country
10.2.5 Europe ModelOps Market by Application
10.2.5.1 Europe Continuous Integration/ Continuous Deployment Market by Country
10.2.5.2 Europe Model Lifecycle Management Market by Country
10.2.5.3 Europe Batch Scoring Market by Country
10.2.5.4 Europe Governance, Risk & Compliance Market by Country
10.2.5.5 Europe Monitoring & Alerting Market by Country
10.2.5.6 Europe Parallelization & Distributed Computing Market by Country
10.2.5.7 Europe Dashboard & Reporting Market by Country
10.2.5.8 Europe Other Application Market by Country
10.2.6 Europe ModelOps Market by Country
10.2.6.1 Germany ModelOps Market
10.2.6.1.1 Germany ModelOps Market by Offering
10.2.6.1.2 Germany ModelOps Market by Model
10.2.6.1.3 Germany ModelOps Market by Deployment
10.2.6.1.4 Germany ModelOps Market by Vertical
10.2.6.1.5 Germany ModelOps Market by Application
10.2.6.2 UK ModelOps Market
10.2.6.2.1 UK ModelOps Market by Offering
10.2.6.2.2 UK ModelOps Market by Model
10.2.6.2.3 UK ModelOps Market by Deployment
10.2.6.2.4 UK ModelOps Market by Vertical
10.2.6.2.5 UK ModelOps Market by Application
10.2.6.3 France ModelOps Market
10.2.6.3.1 France ModelOps Market by Offering
10.2.6.3.2 France ModelOps Market by Model
10.2.6.3.3 France ModelOps Market by Deployment
10.2.6.3.4 France ModelOps Market by Vertical
10.2.6.3.5 France ModelOps Market by Application
10.2.6.4 Russia ModelOps Market
10.2.6.4.1 Russia ModelOps Market by Offering
10.2.6.4.2 Russia ModelOps Market by Model
10.2.6.4.3 Russia ModelOps Market by Deployment
10.2.6.4.4 Russia ModelOps Market by Vertical
10.2.6.4.5 Russia ModelOps Market by Application
10.2.6.5 Spain ModelOps Market
10.2.6.5.1 Spain ModelOps Market by Offering
10.2.6.5.2 Spain ModelOps Market by Model
10.2.6.5.3 Spain ModelOps Market by Deployment
10.2.6.5.4 Spain ModelOps Market by Vertical
10.2.6.5.5 Spain ModelOps Market by Application
10.2.6.6 Italy ModelOps Market
10.2.6.6.1 Italy ModelOps Market by Offering
10.2.6.6.2 Italy ModelOps Market by Model
10.2.6.6.3 Italy ModelOps Market by Deployment
10.2.6.6.4 Italy ModelOps Market by Vertical
10.2.6.6.5 Italy ModelOps Market by Application
10.2.6.7 Rest of Europe ModelOps Market
10.2.6.7.1 Rest of Europe ModelOps Market by Offering
10.2.6.7.2 Rest of Europe ModelOps Market by Model
10.2.6.7.3 Rest of Europe ModelOps Market by Deployment
10.2.6.7.4 Rest of Europe ModelOps Market by Vertical
10.2.6.7.5 Rest of Europe ModelOps Market by Application
10.3 Asia Pacific ModelOps Market
10.3.1 Asia Pacific ModelOps Market by Offering
10.3.1.1 Asia Pacific Platforms Market by Country
10.3.1.2 Asia Pacific Services Market by Country
10.3.2 Asia Pacific ModelOps Market by Model
10.3.2.1 Asia Pacific ML Models Market by Country
10.3.2.2 Asia Pacific Graph-Based Models Market by Country
10.3.2.3 Asia Pacific Rule & Heuristic Models Market by Country
10.3.2.4 Asia Pacific Linguistic Models Market by Country
10.3.2.5 Asia Pacific Agent-Based Models & Others Market by Country
10.3.3 Asia Pacific ModelOps Market by Deployment
10.3.3.1 Asia Pacific Cloud Market by Country
10.3.3.2 Asia Pacific On-Premise Market by Country
10.3.4 Asia Pacific ModelOps Market by Vertical
10.3.4.1 Asia Pacific BFSI Market by Country
10.3.4.2 Asia Pacific Retail & E-Commerce Market by Country
10.3.4.3 Asia Pacific Healthcare & Life Sciences Market by Country
10.3.4.4 Asia Pacific Manufacturing Market by Country
10.3.4.5 Asia Pacific IT & Telecommunications Market by Country
10.3.4.6 Asia Pacific Transportation & Logistics Market by Country
10.3.4.7 Asia Pacific Energy, Utilities & Others Market by Country
10.3.5 Asia Pacific ModelOps Market by Application
10.3.5.1 Asia Pacific Continuous Integration/ Continuous Deployment Market by Country
10.3.5.2 Asia Pacific Model Lifecycle Management Market by Country
10.3.5.3 Asia Pacific Batch Scoring Market by Country
10.3.5.4 Asia Pacific Governance, Risk & Compliance Market by Country
10.3.5.5 Asia Pacific Monitoring & Alerting Market by Country
10.3.5.6 Asia Pacific Parallelization & Distributed Computing Market by Country
10.3.5.7 Asia Pacific Dashboard & Reporting Market by Country
10.3.5.8 Asia Pacific Other Application Market by Country
10.3.6 Asia Pacific ModelOps Market by Country
10.3.6.1 China ModelOps Market
10.3.6.1.1 China ModelOps Market by Offering
10.3.6.1.2 China ModelOps Market by Model
10.3.6.1.3 China ModelOps Market by Deployment
10.3.6.1.4 China ModelOps Market by Vertical
10.3.6.1.5 China ModelOps Market by Application
10.3.6.2 Japan ModelOps Market
10.3.6.2.1 Japan ModelOps Market by Offering
10.3.6.2.2 Japan ModelOps Market by Model
10.3.6.2.3 Japan ModelOps Market by Deployment
10.3.6.2.4 Japan ModelOps Market by Vertical
10.3.6.2.5 Japan ModelOps Market by Application
10.3.6.3 India ModelOps Market
10.3.6.3.1 India ModelOps Market by Offering
10.3.6.3.2 India ModelOps Market by Model
10.3.6.3.3 India ModelOps Market by Deployment
10.3.6.3.4 India ModelOps Market by Vertical
10.3.6.3.5 India ModelOps Market by Application
10.3.6.4 South Korea ModelOps Market
10.3.6.4.1 South Korea ModelOps Market by Offering
10.3.6.4.2 South Korea ModelOps Market by Model
10.3.6.4.3 South Korea ModelOps Market by Deployment
10.3.6.4.4 South Korea ModelOps Market by Vertical
10.3.6.4.5 South Korea ModelOps Market by Application
10.3.6.5 Australia ModelOps Market
10.3.6.5.1 Australia ModelOps Market by Offering
10.3.6.5.2 Australia ModelOps Market by Model
10.3.6.5.3 Australia ModelOps Market by Deployment
10.3.6.5.4 Australia ModelOps Market by Vertical
10.3.6.5.5 Australia ModelOps Market by Application
10.3.6.6 Malaysia ModelOps Market
10.3.6.6.1 Malaysia ModelOps Market by Offering
10.3.6.6.2 Malaysia ModelOps Market by Model
10.3.6.6.3 Malaysia ModelOps Market by Deployment
10.3.6.6.4 Malaysia ModelOps Market by Vertical
10.3.6.6.5 Malaysia ModelOps Market by Application
10.3.6.7 Rest of Asia Pacific ModelOps Market
10.3.6.7.1 Rest of Asia Pacific ModelOps Market by Offering
10.3.6.7.2 Rest of Asia Pacific ModelOps Market by Model
10.3.6.7.3 Rest of Asia Pacific ModelOps Market by Deployment
10.3.6.7.4 Rest of Asia Pacific ModelOps Market by Vertical
10.3.6.7.5 Rest of Asia Pacific ModelOps Market by Application
10.4 LAMEA ModelOps Market
10.4.1 LAMEA ModelOps Market by Offering
10.4.1.1 LAMEA Platforms Market by Country
10.4.1.2 LAMEA Services Market by Country
10.4.2 LAMEA ModelOps Market by Model
10.4.2.1 LAMEA ML Models Market by Country
10.4.2.2 LAMEA Graph-Based Models Market by Country
10.4.2.3 LAMEA Rule & Heuristic Models Market by Country
10.4.2.4 LAMEA Linguistic Models Market by Country
10.4.2.5 LAMEA Agent-Based Models & Others Market by Country
10.4.3 LAMEA ModelOps Market by Deployment
10.4.3.1 LAMEA Cloud Market by Country
10.4.3.2 LAMEA On-Premise Market by Country
10.4.4 LAMEA ModelOps Market by Vertical
10.4.4.1 LAMEA BFSI Market by Country
10.4.4.2 LAMEA Retail & E-Commerce Market by Country
10.4.4.3 LAMEA Healthcare & Life Sciences Market by Country
10.4.4.4 LAMEA Manufacturing Market by Country
10.4.4.5 LAMEA IT & Telecommunications Market by Country
10.4.4.6 LAMEA Transportation & Logistics Market by Country
10.4.4.7 LAMEA Energy, Utilities & Others Market by Country
10.4.5 LAMEA ModelOps Market by Application
10.4.5.1 LAMEA Continuous Integration/ Continuous Deployment Market by Country
10.4.5.2 LAMEA Model Lifecycle Management Market by Country
10.4.5.3 LAMEA Batch Scoring Market by Country
10.4.5.4 LAMEA Governance, Risk & Compliance Market by Country
10.4.5.5 LAMEA Monitoring & Alerting Market by Country
10.4.5.6 LAMEA Parallelization & Distributed Computing Market by Country
10.4.5.7 LAMEA Dashboard & Reporting Market by Country
10.4.5.8 LAMEA Other Application Market by Country
10.4.6 LAMEA ModelOps Market by Country
10.4.6.1 Brazil ModelOps Market
10.4.6.1.1 Brazil ModelOps Market by Offering
10.4.6.1.2 Brazil ModelOps Market by Model
10.4.6.1.3 Brazil ModelOps Market by Deployment
10.4.6.1.4 Brazil ModelOps Market by Vertical
10.4.6.1.5 Brazil ModelOps Market by Application
10.4.6.2 Argentina ModelOps Market
10.4.6.2.1 Argentina ModelOps Market by Offering
10.4.6.2.2 Argentina ModelOps Market by Model
10.4.6.2.3 Argentina ModelOps Market by Deployment
10.4.6.2.4 Argentina ModelOps Market by Vertical
10.4.6.2.5 Argentina ModelOps Market by Application
10.4.6.3 UAE ModelOps Market
10.4.6.3.1 UAE ModelOps Market by Offering
10.4.6.3.2 UAE ModelOps Market by Model
10.4.6.3.3 UAE ModelOps Market by Deployment
10.4.6.3.4 UAE ModelOps Market by Vertical
10.4.6.3.5 UAE ModelOps Market by Application
10.4.6.4 Saudi Arabia ModelOps Market
10.4.6.4.1 Saudi Arabia ModelOps Market by Offering
10.4.6.4.2 Saudi Arabia ModelOps Market by Model
10.4.6.4.3 Saudi Arabia ModelOps Market by Deployment
10.4.6.4.4 Saudi Arabia ModelOps Market by Vertical
10.4.6.4.5 Saudi Arabia ModelOps Market by Application
10.4.6.5 South Africa ModelOps Market
10.4.6.5.1 South Africa ModelOps Market by Offering
10.4.6.5.2 South Africa ModelOps Market by Model
10.4.6.5.3 South Africa ModelOps Market by Deployment
10.4.6.5.4 South Africa ModelOps Market by Vertical
10.4.6.5.5 South Africa ModelOps Market by Application
10.4.6.6 Nigeria ModelOps Market
10.4.6.6.1 Nigeria ModelOps Market by Offering
10.4.6.6.2 Nigeria ModelOps Market by Model
10.4.6.6.3 Nigeria ModelOps Market by Deployment
10.4.6.6.4 Nigeria ModelOps Market by Vertical
10.4.6.6.5 Nigeria ModelOps Market by Application
10.4.6.7 Rest of LAMEA ModelOps Market
10.4.6.7.1 Rest of LAMEA ModelOps Market by Offering
10.4.6.7.2 Rest of LAMEA ModelOps Market by Model
10.4.6.7.3 Rest of LAMEA ModelOps Market by Deployment
10.4.6.7.4 Rest of LAMEA ModelOps Market by Vertical
10.4.6.7.5 Rest of LAMEA ModelOps Market by Application

Chapter 11. Company Profiles
11.1 H2O.ai, Inc.
11.1.1 Company Overview
11.2 Amazon Web Services, Inc. (Amazon.com, Inc.)
11.2.1 Company Overview
11.2.2 Financial Analysis
11.2.3 Segmental Analysis
11.2.4 Recent strategies and developments:
11.2.4.1 Partnerships, Collaborations, and Agreements:
11.2.5 SWOT Analysis
11.3 Google LLC (Alphabet Inc.)
11.3.1 Company Overview
11.3.2 Financial Analysis
11.3.3 Segmental and Regional Analysis
11.3.4 Research & Development Expense
11.3.5 Recent strategies and developments:
11.3.5.1 Product Launches and Product Expansions:
11.3.6 SWOT Analysis
11.4 Hewlett Packard Enterprise Company
11.4.1 Company Overview
11.4.2 Financial Analysis
11.4.3 Segmental and Regional Analysis
11.4.4 Research & Development Expense
11.4.5 SWOT Analysis
11.5 IBM Corporation
11.5.1 Company Overview
11.5.2 Financial Analysis
11.5.3 Regional & Segmental Analysis
11.5.4 Research & Development Expenses
11.5.5 Recent strategies and developments:
11.5.5.1 Partnerships, Collaborations, and Agreements:
11.5.5.2 Product Launches and Product Expansions:
11.5.6 SWOT Analysis
11.6 Cloudera, Inc.
11.6.1 Company Overview
11.6.2 SWOT Analysis
11.7 Microsoft Corporation
11.7.1 Company Overview
11.7.2 Financial Analysis
11.7.3 Segmental and Regional Analysis
11.7.4 Research & Development Expenses
11.7.5 Recent strategies and developments:
11.7.5.1 Partnerships, Collaborations, and Agreements:
11.7.6 SWOT Analysis
11.8 SAS Institute, Inc.
11.8.1 Company Overview
11.8.2 SWOT Analysis
11.9 DataRobot, Inc.
11.9.1 Company Overview
11.9.2 Recent strategies and developments:
11.9.2.1 Partnerships, Collaborations, and Agreements:
11.9.3 SWOT Analysis
11.10. Domino Data Lab, Inc.
11.10.1 Company Overview

Chapter 12. Winning Imperatives of ModelOps Market