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 - 2032
Chapter 3 Industry Insights
3.1 Industry ecosystem analysis
3.1.1 Software providers
3.1.2 Service providers
3.1.3 Technology providers
3.1.4 End users
3.2 Supplier landscape
3.3 Profit margin analysis
3.4 Technology & innovation landscape
3.5 Case study
3.6 Key news & initiatives
3.7 Regulatory landscape
3.8 Impact forces
3.8.1 Growth drivers
3.8.1.1 Increasing adoption of AI technologies
3.8.1.2 The shift towards data-driven decision-making
3.8.1.3 The need for robust risk management
3.8.1.4 Growing demand for enhanced governance frameworks
3.8.2 Industry pitfalls & challenges
3.8.2.1 Lack of skilled professionals
3.8.2.2 Data privacy and security concerns
3.9 Growth potential analysis
3.10 Porter’s analysis
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 ($Bn)
5.1 Key trends
5.2 Software
5.3 Services
5.3.1 Professional
5.3.2 Managed
Chapter 6 Market Estimates & Forecast, By Deployment Model, 2021 - 2032 ($Bn)
6.1 Key trends
6.2 On-premises
6.3 Cloud
Chapter 7 Market Estimates & Forecast, By Risk, 2021 - 2032 ($Bn)
7.1 Key trends
7.2 Model risk
7.3 Operational risk
7.4 Compliance risk
7.5 Reputational risk
7.6 Strategic risk
Chapter 8 Market Estimates & Forecast, By Application, 2021 - 2032 ($Bn)
8.1 Key trends
8.2 Credit risk management
8.3 Fraud detection and prevention
8.4 Algorithmic trading
8.5 Predictive maintenance
8.6 Others
Chapter 9 Market Estimates & Forecast, By End-user, 2021 - 2032 ($Bn)
9.1 Key trends
9.2 BFSI
9.3 IT & telecom
9.4 Healthcare
9.5 Automotive
9.6 Retail and e-commerce
9.7 Manufacturing
9.8 Government and defense
9.9 Others
Chapter 10 Market Estimates & Forecast, By Region, 2021 - 2032 ($Bn)
10.1 Key trends
10.2 North America
10.2.1 U.S.
10.2.2 Canada
10.3 Europe
10.3.1 UK
10.3.2 Germany
10.3.3 France
10.3.4 Spain
10.3.5 Italy
10.3.6 Russia
10.3.7 Nordics
10.4 Asia Pacific
10.4.1 China
10.4.2 India
10.4.3 Japan
10.4.4 South Korea
10.4.5 ANZ
10.4.6 Southeast Asia
10.5 Latin America
10.5.1 Brazil
10.5.2 Mexico
10.5.3 Argentina
10.6 MEA
10.6.1 UAE
10.6.2 South Africa
10.6.3 Saudi Arabia
Chapter 11 Company Profiles
11.1 Alteryx
11.2 Apparity
11.3 Axioma
11.4 Databricks
11.5 DataRobot
11.6 Empowered Systems
11.7 FICO
11.8 Friss
11.9 Google
11.10 IBM
11.11 Kx Systems
11.12 MathWorks
11.13 Microsoft
11.14 Quantiphi
11.15 RiskLens
11.16 SAS
11.17 TIBCO Software
11.18 ValidMind
11.19 Yields.io
11.20 Zest AI
