Report Content
Chapter 1 Methodology & Scope
1.1 Market scope & definition
1.2 Base estimates & calculations
1.3 Forecast calculation
1.4 Data sources
1.4.1 Primary
1.4.2 Secondary
1.4.2.1 Paid sources
1.4.2.2 Public sources
Chapter 2 Executive Summary
2.1 Industry 3600 synopsis, 2021 - 2032
Chapter 3 Industry Insights
3.1 Industry ecosystem analysis
3.2 Vendor matrix
3.3 Profit margin analysis
3.4 Technology & innovation landscape
3.5 Patent analysis
3.6 Key news and initiatives
3.7 Regulatory landscape
3.8 Impact forces
3.8.1 Growth drivers
3.8.1.1 Regulatory compliance and ethical requirements
3.8.1.2 Enhancing model performance and debugging
3.8.1.3 Customer and market demand
3.8.1.4 Growing importance of accountability
3.8.1.5 International collaboration and standards development
3.8.2 Industry pitfalls & challenges
3.8.2.1 Complexity and trade-offs
3.8.2.2 Standardization and best practices
3.9 Growth potential analysis
3.10 Porter’s analysis
3.10.1 Supplier power
3.10.2 Buyer power
3.10.3 Threat of new entrants
3.10.4 Threat of substitutes
3.10.5 Industry rivalry
3.11 PESTEL analysis
Chapter 4 Competitive Landscape, 2023
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 - 2032 (USD Billion)
5.1 Solution
5.2 Service
Chapter 6 Market Estimates & Forecast, By Software Type, 2021 - 2032 (USD Billion)
6.1 Standalone software
6.2 Integrated software
6.3 Automated reporting tools
6.4 Interactive model visualization
Chapter 7 Market Estimates & Forecast, By Method, 2021 - 2032 (USD Billion)
7.1 Model-agnostic methods
7.2 Model-specific methods
Chapter 8 Market Estimates & Forecast, By Industry Vertical, 2021 - 2032 (USD Billion)
8.1 BFSI
8.2 Retail & e-commerce
8.3 IT & telecommunication
8.4 Government & public sector
8.5 Healthcare
8.6 Manufacturing
8.7 Media & entertainment
8.8 Others
Chapter 9 Market Estimates & Forecast, By Region, 2021 - 2032 (USD Billion)
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 Italy
9.3.5 Spain
9.3.6 Rest of Europe
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 Rest of Asia Pacific
9.5 Latin America
9.5.1 Brazil
9.5.2 Mexico
9.5.3 Rest of Latin America
9.6 MEA
9.6.1 UAE
9.6.2 South Africa
9.6.3 Saudi Arabia
9.6.4 Rest of MEA
Chapter 10 Company Profiles
10.1 Abzu Aps
10.2 Alteryx, Inc.
10.3 Amazon Web Services, Inc. (AWS)
10.4 Arthur
10.5 C3.ai, Inc.
10.6 DarwinAI Corp.
10.7 Databricks Inc.
10.8 DataRobot, Inc.
10.9 Equifax Inc.
10.10 Fair, Isaac and Company
10.11 Fiddler AI
10.12 Google LLC
10.13 H2O.ai
10.14 Intel Corporation
10.15 Intellico Solutions Ltd
10.16 International Business Machines Corporation (IBM)
10.17 Kyndi, Inc.
10.18 Microsoft Corporation
10.19 Mphasis Limited
10.20 NVIDIA Corporation
10.21 Salesforce, Inc.
10.22 SAS Institute Inc.
10.23 Seldon Technologies Ltd.
10.24 Squirro AG
10.25 Temenos AG
10.26 Tensor AI Solutions GmbH
10.27 Tredence Inc.
10.28 Zest AI
