Report Content
Chapter 1 Methodology & Scope
1.1 Research design
1.1.1 Research approach
1.1.2 Data collection methods
1.2 Base estimates and calculations
1.2.1 Base year calculation
1.2.2 Key trends for market estimates
1.3 Forecast model
1.4 Primary research & validation
1.4.1 Primary sources
1.4.2 Data mining sources
1.5 Market definitions
Chapter 2 Executive Summary
2.1 Industry 3600 synopsis, 2021 - 2034
Chapter 3 Industry Insights
3.1 Industry ecosystem analysis
3.1.1 Technology providers
3.1.2 Model development and training platforms
3.1.3 Data management providers
3.1.4 Model deployment and governance providers
3.1.5 End users
3.2 Supplier landscape
3.3 Profit margin analysis
3.4 Use cases of MLOps
3.5 Technology & innovation landscape
3.6 Key news & initiatives
3.7 Regulatory landscape
3.8 Impact forces
3.8.1 Growth drivers
3.8.1.1 Increased adoption of AI and machine learning
3.8.1.2 Demand for faster model deployment
3.8.1.3 Regulatory compliance and model governance
3.8.1.4 Cloud adoption and scalability
3.8.2 Industry pitfalls & challenges
3.8.2.1 Data privacy and security concerns
3.8.2.2 Lack of skilled professionals
3.9 Growth potential analysis
3.10 Porter’s analysis
3.11 PESTEL analysis
Chapter 4 Competitive Landscape, 2024
4.1 Introduction
4.2 Company market share analysis
4.3 Competitive positioning matrix
4.4 Strategic outlook matrix
Chapter 5 Market Estimates & Forecast, By Component, 2021 - 2034 ($Mn)
5.1 Key trends
5.2 Platform
5.3 Services
Chapter 6 Market Estimates & Forecast, By Deployment Mode, 2021 - 2034 ($Mn)
6.1 Key trends
6.2 Cloud-based
6.3 On-Premises
Chapter 7 Market Estimates & Forecast, By End Use, 2021-2034 ($Mn)
7.1 Key trends
7.2 Large enterprises
7.3 SMEs
Chapter 8 Market Estimates & Forecast, By Vertical, 2021 - 2034 ($Mn)
8.1 Key trends
8.2 Healthcare
8.3 Retail & e-commerce
8.4 Manufacturing & supply chain
8.5 BFSI
8.6 Others
Chapter 9 Market Estimates & Forecast, By Region, 2021 - 2034 ($Mn)
9.1 Key trends
9.2 North America
9.2.1 U.S.
9.2.2 Canada
9.3 Europe
9.3.1 UK
9.3.2 Germany
9.3.3 France
9.3.4 Spain
9.3.5 Italy
9.3.6 Russia
9.3.7 Nordics
9.4 Asia Pacific
9.4.1 China
9.4.2 India
9.4.3 Japan
9.4.4 South Korea
9.4.5 ANZ
9.4.6 Southeast Asia
9.5 Latin America
9.5.1 Brazil
9.5.2 Mexico
9.5.3 Argentina
9.6 MEA
9.6.1 UAE
9.6.2 South Africa
9.6.3 Saudi Arabia
Chapter 10 Company Profiles
10.1 Alteryx
10.2 Amazon Web Services (AWS)
10.3 Atos
10.4 Capgemini
10.5 Cisco
10.6 Cloudera
10.7 Databricks
10.8 Google Cloud
10.9 H2O.ai
10.10 IBM
10.11 Microsoft
10.12 NVIDIA
10.13 Oracle
10.14 Red Hat
10.15 Salesforce
10.16 SAP
10.17 Siemens
10.18 TIBCO Software
10.19 VMware
10.20 Weights & Biases
