Table Of Contents

1. Introduction

 1.1 Market Definition & Scope

 1.2 Research Assumptions & Abbreviations

 1.3 Research Methodology

2. Executive Summary

 2.1 Market Snapshot

 2.2 Market Absolute $ Opportunity Assessment & Y-o-Y Analysis, 2021–2032

 2.3 Market Size & Forecast, By Segmentation, 2021–2032

  2.3.1 Market Size By Component

  2.3.2 Market Size By Deployment Model

  2.3.3 Market Size By Risk

  2.3.4 Market Size By Application

 2.3.5 Market Size By End Use

 2.4 Market Share & Bps Analysis By Region, 2024

 2.5 Industry Growth Scenarios – Conservative, Likely & Optimistic

 2.6 Industry CxO’s Perspective

3. Market Overview

 3.1 Market Dynamics

  3.1.1 Drivers

  3.1.2 Restraints

  3.1.3 Opportunities

  3.1.4 Key Market Trends

 3.2 Industry PESTLE Analysis

 3.3 Key Industry Forces (Porter’s) Impacting Market Growth

 3.4 Industry Supply Chain Analysis

  3.4.1 Raw Material Suppliers

  3.4.2 Manufacturers

  3.4.3 Distributors/Suppliers

  3.4.4 Customers/End-Users

 3.5 Industry Life Cycle Assessment

 3.6 Parent Market Overview

 3.7 Market Risk Assessment

4. Statistical Insights & Trends Reporting

 4.1 Model Complexity & Scale Metrics

  4.1.1 Overview

  4.1.2 Average number of AI/ML models monitored per enterprise annually

  4.1.3 Percentage of models using deep learning, NLP, or generative AI requiring specialized MRM

  4.1.4 Growth in the number of AI models deployed per organization over time

4.2 Automation & Efficiency Statistics

  4.2.1 Overview

  4.2.2 Share of risk management tasks automated vs manual

  4.2.3 Average time saved in regulatory reporting using AI MRM platforms

  4.2.4 Improvement in decision-making speed after MRM adoption

4.3 Incident & Risk Detection Metrics

  4.3.1 Overview

  4.3.2 Percentage of AI model errors or biases detected by MRM tools before causing business impact

  4.3.3 Average reduction in false positives/negatives due to risk management platforms

  4.3.4 Number of near-miss compliance incidents flagged by MRM systems

5. AI Model Risk Management Market Segmental Analysis & Forecast, By Component, 2021 – 2032, Value (Usd Billion)

5.1 Introduction

 5.2 Software

  5.2.1 Key Trends

  5.2.2 Market Size & Forecast, 2021 – 2032

 5.3 Service

6. AI Model Risk Management Market Segmental Analysis & Forecast, By Deployment Model, 2021 – 2032, Value (Usd Billion)

    6.1 Introduction

 6.2 Cloud-based

  6.2.1 Key Trends

  6.2.2 Market Size & Forecast, 2021 – 2032

 6.3 On-premises

7. AI Model Risk Management Market Segmental Analysis & Forecast, By Risk, 2021 – 2032, Value (Usd Billion)

    7.1 Introduction

 7.2 Model risk

  7.2.1 Key Trends

  7.2.2 Market Size & Forecast, 2021 – 2032

  7.3 Operational risk

     7.4 Compliance risk

     7.5 Reputational risk

     7.6 Strategic risk

8. AI Model Risk Management Market Segmental Analysis & Forecast, By Application, 2021 – 2032, Value (Usd Billion)

    8.1 Introduction

 8.2 Credit risk management

  8.2.1 Key Trends

  8.2.2 Market Size & Forecast, 2021 – 2032

 8.3 Fraud detection and prevention

 8.4 Algorithmic trading

 8.5 Predictive maintenance

 8.6 Others

 9. AI Model Risk Management Market Segmental Analysis & Forecast, By End Use, 2021 – 2032, Value (Usd Billion)

    9.1 Introduction 

  9.2 BFSI 

   9.2.1 Key Trends 

   9.2.2 Market Size & Forecast, 2021 – 2032 

   9.3 IT & Telecom

          9.4 Healthcare

          9.5 Automotive

          9.6 Retail & E-commerce

          9.7 Manufacturing

         9.8 Government & Defense

         9.9 Others

10. AI Model Risk Management Market Segmental Analysis & Forecast By Region, 2021 – 2032, Value (Usd Billion)

 10.1 Introduction

 10.2 North America

  10.2.1 Key Trends

  10.2.2 AI Model Risk Management Market Size & Forecast, By Component, 2021 – 2032

  10.2.3 AI Model Risk Management Market Size & Forecast, By Deployment Model, 2021 – 2032

  10.2.4 AI Model Risk Management Market Size & Forecast, By Risk, 2021 – 2032

  10.2.5 AI Model Risk Management Market Size & Forecast, By Application, 2021 – 2032

  10.2.6 AI Model Risk Management Market Size & Forecast, By End Use, 2021 – 2032

  10.2.7 AI Model Risk Management Market Size & Forecast, By Country, 2021 – 2032

   10.2.7.1 USA

    10.2.7.1.1 AI Model Risk Management Market Size & Forecast, By Component, 2021 – 2032

    10.2.7.1.2 AI Model Risk Management Market Size & Forecast, By Deployment Model, 2021 – 2032

    10.2.7.1.3 AI Model Risk Management Market Size & Forecast, By Risk, 2021 – 2032

    10.2.7.1.4 AI Model Risk Management Market Size & Forecast, By Application, 2021 – 2032

    10.2.7.1.5 AI Model Risk Management Market Size & Forecast, By End Use, 2021 – 2032

   10.2.7.2 Canada

    10.2.7.2.1 AI Model Risk Management Market Size & Forecast, By Component, 2021 – 2032

    10.2.7.2.2 AI Model Risk Management Market Size & Forecast, By Deployment Model, 2021 – 2032

    10.2.7.2.3 AI Model Risk Management Market Size & Forecast, By Risk, 2021 – 2032

    10.2.7.2.4 AI Model Risk Management Market Size & Forecast, By Application, 2021 – 2032

    10.2.7.2.5 AI Model Risk Management Market Size & Forecast, By End Use, 2021 – 2032

10.3 Europe

 10.3.1 Key Trends

 10.3.2 AI Model Risk Management Market Size & Forecast, By Component, 2021 – 2032

 10.3.3 AI Model Risk Management Market Size & Forecast, By Deployment Model, 2021 – 2032

 10.3.4 AI Model Risk Management Market Size & Forecast, By Risk, 2021 – 2032

 10.3.5 AI Model Risk Management Market Size & Forecast, By Application, 2021 – 2032

 10.3.6 AI Model Risk Management Market Size & Forecast, By End Use, 2021 – 2032

 10.3.7 AI Model Risk Management Market Size & Forecast, By Country, 2021 – 2032

  10.3.7.1 Germany

   10.3.7.1.1 AI Model Risk Management Market Size & Forecast, By Component, 2021 – 2032

   10.3.7.1.2 AI Model Risk Management Market Size & Forecast, By Deployment Model, 2021 – 2032

   10.3.7.1.3 AI Model Risk Management Market Size & Forecast, By Risk, 2021 – 2032

   10.3.7.1.4 AI Model Risk Management Market Size & Forecast, By Application, 2021 – 2032

   10.3.7.1.5 AI Model Risk Management Market Size & Forecast, By End Use, 2021 – 2032

  10.3.7.2 UK

   10.3.7.2.1 AI Model Risk Management Market Size & Forecast, By Component, 2021 – 2032

   10.3.7.2.2 AI Model Risk Management Market Size & Forecast, By Deployment Model, 2021 – 2032

   10.3.7.2.3 AI Model Risk Management Market Size & Forecast, By Risk, 2021 – 2032

   10.3.7.2.4 AI Model Risk Management Market Size & Forecast, By Application, 2021 – 2032

   10.3.7.2.5 AI Model Risk Management Market Size & Forecast, By End Use, 2021 – 2032

  10.3.7.3 France

   10.3.7.3.1 AI Model Risk Management Market Size & Forecast, By Component, 2021 – 2032

   10.3.7.3.2 AI Model Risk Management Market Size & Forecast, By Deployment Model, 2021 – 2032

   10.3.7.3.3 AI Model Risk Management Market Size & Forecast, By Risk, 2021 – 2032

   10.3.7.3.4 AI Model Risk Management Market Size & Forecast, By Application, 2021 – 2032

   10.3.7.3.5 AI Model Risk Management Market Size & Forecast, By End Use, 2021 – 2032

  10.3.7.4 Italy

   10.3.7.4.1 AI Model Risk Management Market Size & Forecast, By Component, 2021 – 2032

   10.3.7.4.2 AI Model Risk Management Market Size & Forecast, By Deployment Model, 2021 – 2032

   10.3.7.4.3 AI Model Risk Management Market Size & Forecast, By Risk, 2021 – 2032

   10.3.7.4.4 AI Model Risk Management Market Size & Forecast, By Application, 2021 – 2032

   10.3.7.4.5 AI Model Risk Management Market Size & Forecast, By End Use, 2021 – 2032

  10.3.7.5 Spain

   10.3.7.5.1 AI Model Risk Management Market Size & Forecast, By Component, 2021 – 2032

   10.3.7.5.2 AI Model Risk Management Market Size & Forecast, By Deployment Model, 2021 – 2032

   10.3.7.5.3 AI Model Risk Management Market Size & Forecast, By Risk, 2021 – 2032

   10.3.7.5.4 AI Model Risk Management Market Size & Forecast, By Application, 2021 – 2032

   10.3.7.5.5 AI Model Risk Management Market Size & Forecast, By End Use, 2021 – 2032

  10.3.7.6 Russia

   10.3.7.6.1 AI Model Risk Management Market Size & Forecast, By Component, 2021 – 2032

   10.3.7.6.2 AI Model Risk Management Market Size & Forecast, By Deployment Model, 2021 – 2032

   10.3.7.6.3 AI Model Risk Management Market Size & Forecast, By Risk, 2021 – 2032

   10.3.7.6.4 AI Model Risk Management Market Size & Forecast, By Application, 2021 – 2032

   10.3.7.6.5 AI Model Risk Management Market Size & Forecast, By End Use, 2021 – 2032

  10.3.7.7 Poland

   10.3.7.7.1 AI Model Risk Management Market Size & Forecast, By Component, 2021 – 2032

   10.3.7.7.2 AI Model Risk Management Market Size & Forecast, By Deployment Model, 2021 – 2032

   10.3.7.7.3 AI Model Risk Management Market Size & Forecast, By Risk, 2021 – 2032

   10.3.7.7.4 AI Model Risk Management Market Size & Forecast, By Application, 2021 – 2032

   10.3.7.7.5 AI Model Risk Management Market Size & Forecast, By End Use, 2021 – 2032

  10.3.7.8 Rest of Europe

   10.3.7.8.1 AI Model Risk Management Market Size & Forecast, By Component, 2021 – 2032

   10.3.7.8.2 AI Model Risk Management Market Size & Forecast, By Deployment Model, 2021 – 2032

   10.3.7.8.3 AI Model Risk Management Market Size & Forecast, By Risk, 2021 – 2032

   10.3.7.8.4 AI Model Risk Management Market Size & Forecast, By Application, 2021 – 2032

   10.3.7.8.5 AI Model Risk Management Market Size & Forecast, By End Use, 2021 – 2032

10.4 Asia-Pacific

 10.4.1 Key Trends

 10.4.2 AI Model Risk Management Market Size & Forecast, By Component, 2021 – 2032

 10.4.3 AI Model Risk Management Market Size & Forecast, By Deployment Model, 2021 – 2032

 10.4.4 AI Model Risk Management Market Size & Forecast, By Risk, 2021 – 2032

 10.4.5 AI Model Risk Management Market Size & Forecast, By Application, 2021 – 2032

 10.4.6 AI Model Risk Management Market Size & Forecast, By End Use, 2021 – 2032

 10.4.7 AI Model Risk Management Market Size & Forecast, By Country, 2021 – 2032

  10.4.7.1 China

   10.4.7.1.1 AI Model Risk Management Market Size & Forecast, By Component, 2021 – 2032

   10.4.7.1.2 AI Model Risk Management Market Size & Forecast, By Deployment Model, 2021 – 2032

   10.4.7.1.3 AI Model Risk Management Market Size & Forecast, By Risk, 2021 – 2032

   10.4.7.1.4 AI Model Risk Management Market Size & Forecast, By Application, 2021 – 2032

   10.4.7.1.5 AI Model Risk Management Market Size & Forecast, By End Use, 2021 – 2032

  10.4.7.2 India

   10.4.7.2.1 AI Model Risk Management Market Size & Forecast, By Component, 2021 – 2032

   10.4.7.2.2 AI Model Risk Management Market Size & Forecast, By Deployment Model, 2021 – 2032

   10.4.7.2.3 AI Model Risk Management Market Size & Forecast, By Risk, 2021 – 2032

   10.4.7.2.4 AI Model Risk Management Market Size & Forecast, By Application, 2021 – 2032

   10.4.7.2.5 AI Model Risk Management Market Size & Forecast, By End Use, 2021 – 2032

  10.4.7.3 Japan

   10.4.7.3.1 AI Model Risk Management Market Size & Forecast, By Component, 2021 – 2032

   10.4.7.3.2 AI Model Risk Management Market Size & Forecast, By Deployment Model, 2021 – 2032

   10.4.7.3.3 AI Model Risk Management Market Size & Forecast, By Risk, 2021 – 2032

   10.4.7.3.4 AI Model Risk Management Market Size & Forecast, By Application, 2021 – 2032

   10.4.7.3.5 AI Model Risk Management Market Size & Forecast, By End Use, 2021 – 2032

  10.4.7.4 South Korea

   10.4.7.4.1 AI Model Risk Management Market Size & Forecast, By Component, 2021 – 2032

   10.4.7.4.2 AI Model Risk Management Market Size & Forecast, By Deployment Model, 2021 – 2032

   10.4.7.4.3 AI Model Risk Management Market Size & Forecast, By Risk, 2021 – 2032

   10.4.7.4.4 AI Model Risk Management Market Size & Forecast, By Application, 2021 – 2032

   10.4.7.4.5 AI Model Risk Management Market Size & Forecast, By End Use, 2021 – 2032

  10.4.7.5 Australia

   10.4.7.5.1 AI Model Risk Management Market Size & Forecast, By Component, 2021 – 2032

   10.4.7.5.2 AI Model Risk Management Market Size & Forecast, By Deployment Model, 2021 – 2032

   10.4.7.5.3 AI Model Risk Management Market Size & Forecast, By Risk, 2021 – 2032

   10.4.7.5.4 AI Model Risk Management Market Size & Forecast, By Application, 2021 – 2032

   10.4.7.5.5 AI Model Risk Management Market Size & Forecast, By End Use, 2021 – 2032

  10.4.7.6 ASEAN Countries

   10.4.7.6.1 AI Model Risk Management Market Size & Forecast, By Component, 2021 – 2032

   10.4.7.6.2 AI Model Risk Management Market Size & Forecast, By Deployment Model, 2021 – 2032

   10.4.7.6.3 AI Model Risk Management Market Size & Forecast, By Risk, 2021 – 2032

   10.4.7.6.4 AI Model Risk Management Market Size & Forecast, By Application, 2021 – 2032

   10.4.7.6.5 AI Model Risk Management Market Size & Forecast, By End Use, 2021 – 2032

  10.4.7.7 Rest of Asia-Pacific

   10.4.7.7.1 AI Model Risk Management Market Size & Forecast, By Component, 2021 – 2032

   10.4.7.7.2 AI Model Risk Management Market Size & Forecast, By Deployment Model, 2021 – 2032

   10.4.7.7.3 AI Model Risk Management Market Size & Forecast, By Risk, 2021 – 2032

   10.4.7.7.4 AI Model Risk Management Market Size & Forecast, By Application, 2021 – 2032

   10.4.7.7.5 AI Model Risk Management Market Size & Forecast, By End Use, 2021 – 2032

10.5 Latin America

 10.5.1 Key Trends

 10.5.2 AI Model Risk Management Market Size & Forecast, By Component, 2021 – 2032

 10.5.3 AI Model Risk Management Market Size & Forecast, By Deployment Model, 2021 – 2032

 10.5.4 AI Model Risk Management Market Size & Forecast, By Risk, 2021 – 2032

 10.5.5 AI Model Risk Management Market Size & Forecast, By Application, 2021 – 2032

 10.5.6 AI Model Risk Management Market Size & Forecast, By End Use, 2021 – 2032

 10.5.7 AI Model Risk Management Market Size & Forecast, By Country, 2021 – 2032

  10.5.7.1 Brazil

   10.5.7.1.1 AI Model Risk Management Market Size & Forecast, By Component, 2021 – 2032

   10.5.7.1.2 AI Model Risk Management Market Size & Forecast, By Deployment Model, 2021 – 2032

   10.5.7.1.3 AI Model Risk Management Market Size & Forecast, By Risk, 2021 – 2032

   10.5.7.1.4 AI Model Risk Management Market Size & Forecast, By Application, 2021 – 2032

   10.5.7.1.5 AI Model Risk Management Market Size & Forecast, By End Use, 2021 – 2032

  10.5.7.2 Argentina

   10.5.7.2.1 AI Model Risk Management Market Size & Forecast, By Component, 2021 – 2032

   10.5.7.2.2 AI Model Risk Management Market Size & Forecast, By Deployment Model, 2021 – 2032

   10.5.7.2.3 AI Model Risk Management Market Size & Forecast, By Risk, 2021 – 2032

   10.5.7.2.4 AI Model Risk Management Market Size & Forecast, By Application, 2021 – 2032

   10.5.7.2.5 AI Model Risk Management Market Size & Forecast, By End Use, 2021 – 2032

  10.5.7.3 Mexico

   10.5.7.3.1 AI Model Risk Management Market Size & Forecast, By Component, 2021 – 2032

   10.5.7.3.2 AI Model Risk Management Market Size & Forecast, By Deployment Model, 2021 – 2032

   10.5.7.3.3 AI Model Risk Management Market Size & Forecast, By Risk, 2021 – 2032

   10.5.7.3.4 AI Model Risk Management Market Size & Forecast, By Application, 2021 – 2032

   10.5.7.3.5 AI Model Risk Management Market Size & Forecast, By End Use, 2021 – 2032

  10.5.7.4 Colombia

   10.5.7.4.1 AI Model Risk Management Market Size & Forecast, By Component, 2021 – 2032

   10.5.7.4.2 AI Model Risk Management Market Size & Forecast, By Deployment Model, 2021 – 2032

   10.5.7.4.3 AI Model Risk Management Market Size & Forecast, By Risk, 2021 – 2032

   10.5.7.4.4 AI Model Risk Management Market Size & Forecast, By Application, 2021 – 2032

   10.5.7.4.5 AI Model Risk Management Market Size & Forecast, By End Use, 2021 – 2032

  10.5.7.5 Rest of Latin America

   10.5.7.5.1 AI Model Risk Management Market Size & Forecast, By Component, 2021 – 2032

   10.5.7.5.2 AI Model Risk Management Market Size & Forecast, By Deployment Model, 2021 – 2032

   10.5.7.5.3 AI Model Risk Management Market Size & Forecast, By Risk, 2021 – 2032

   10.5.7.5.4 AI Model Risk Management Market Size & Forecast, By Application, 2021 – 2032

   10.5.7.5.5 AI Model Risk Management Market Size & Forecast, By End Use, 2021 – 2032

10.6 Middle East & Africa

 10.6.1 Key Trends

 10.6.2 AI Model Risk Management Market Size & Forecast, By Component, 2021 – 2032

 10.6.3 AI Model Risk Management Market Size & Forecast, By Deployment Model, 2021 – 2032

 10.6.4 AI Model Risk Management Market Size & Forecast, By Risk, 2021 – 2032

 10.6.5 AI Model Risk Management Market Size & Forecast, By Application, 2021 – 2032

 10.6.6 AI Model Risk Management Market Size & Forecast, By End Use, 2021 – 2032

 10.6.7 AI Model Risk Management Market Size & Forecast, By Country, 2021 – 2032

  10.6.7.1 UAE

   10.6.7.1.1 AI Model Risk Management Market Size & Forecast, By Component, 2021 – 2032

   10.6.7.1.2 AI Model Risk Management Market Size & Forecast, By Deployment Model, 2021 – 2032

   10.6.7.1.3 AI Model Risk Management Market Size & Forecast, By Risk, 2021 – 2032

   10.6.7.1.4 AI Model Risk Management Market Size & Forecast, By Application, 2021 – 2032

   10.6.7.1.5 AI Model Risk Management Market Size & Forecast, By End Use, 2021 – 2032

  10.6.7.2 Saudi Arabia

   10.6.7.2.1 AI Model Risk Management Market Size & Forecast, By Component, 2021 – 2032

   10.6.7.2.2 AI Model Risk Management Market Size & Forecast, By Deployment Model, 2021 – 2032

   10.6.7.2.3 AI Model Risk Management Market Size & Forecast, By Risk, 2021 – 2032

   10.6.7.2.4 AI Model Risk Management Market Size & Forecast, By Application, 2021 – 2032

   10.6.7.2.5 AI Model Risk Management Market Size & Forecast, By End Use, 2021 – 2032

  10.6.7.3 Qatar

   10.6.7.3.1 AI Model Risk Management Market Size & Forecast, By Component, 2021 – 2032

   10.6.7.3.2 AI Model Risk Management Market Size & Forecast, By Deployment Model, 2021 – 2032

   10.6.7.3.3 AI Model Risk Management Market Size & Forecast, By Risk, 2021 – 2032

   10.6.7.3.4 AI Model Risk Management Market Size & Forecast, By Application, 2021 – 2032

   10.6.7.3.5 AI Model Risk Management Market Size & Forecast, By End Use, 2021 – 2032

  10.6.7.4 Egypt

   10.6.7.4.1 AI Model Risk Management Market Size & Forecast, By Component, 2021 – 2032

   10.6.7.4.2 AI Model Risk Management Market Size & Forecast, By Deployment Model, 2021 – 2032

   10.6.7.4.3 AI Model Risk Management Market Size & Forecast, By Risk, 2021 – 2032

   10.6.7.4.4 AI Model Risk Management Market Size & Forecast, By Application, 2021 – 2032

   10.6.7.4.5 AI Model Risk Management Market Size & Forecast, By End Use, 2021 – 2032

  10.6.7.5 South Africa

   10.6.7.5.1 AI Model Risk Management Market Size & Forecast, By Component, 2021 – 2032

   10.6.7.5.2 AI Model Risk Management Market Size & Forecast, By Deployment Model, 2021 – 2032

   10.6.7.5.3 AI Model Risk Management Market Size & Forecast, By Risk, 2021 – 2032

   10.6.7.5.4 AI Model Risk Management Market Size & Forecast, By Application, 2021 – 2032

   10.6.7.5.5 AI Model Risk Management Market Size & Forecast, By End Use, 2021 – 2032

  10.6.7.6 Rest of Middle East & Africa

   10.6.7.6.1 AI Model Risk Management Market Size & Forecast, By Component, 2021 – 2032

   10.6.7.6.2 AI Model Risk Management Market Size & Forecast, By Deployment Model, 2021 – 2032

   10.6.7.6.3 AI Model Risk Management Market Size & Forecast, By Risk, 2021 – 2032

   10.6.7.6.4 AI Model Risk Management Market Size & Forecast, By Application, 2021 – 2032

   10.6.7.6.5 AI Model Risk Management Market Size & Forecast, By End Use, 2021 – 2032

11. Competitive Landscape

 11.1 Key Players' Positioning

 11.2 Competitive Developments

  11.2.1 Key Strategies Adopted (%), By Key Players, 2024

  11.2.2 Year-Wise Strategies & Development, 2021 – 2025

  11.2.3 Number Of Strategies Adopted By Key Players, 2024

 11.3 Market Share Analysis, 2024

 11.4 Product/Service & Application Benchmarking

  11.4.1 Product/Service Specifications & Features By Key Players

  11.4.2 Product/Service Heatmap By Key Players

  11.4.3 Application Heatmap By Key Players

 11.5 Industry Start-Up & Innovation Landscape

11.6 Key Company Profiles

 11.6.1 Microsoft Corporation

  11.6.1.1 Company Overview & Snapshot

  11.6.1.2 Product/Service Portfolio

  11.6.1.3 Key Company Financials

  11.6.1.4 SWOT Analysis

11.6.2 IBM Corporation

11.6.3 Google LLC

11.6.4 Amazon Web Services (AWS)

11.6.5 H2O.ai

11.6.6 SAS Institute Inc.

11.6.7 DataRobot, Inc.

11.6.8 Alteryx

11.6.9 UpGuard Inc.

11.6.10 LogicGate Inc.

11.6.11 ComplyCube

11.6.12 BigID

11.6.13 Holistic AI

11.6.14 ValidMind Inc.

11.6.15 Accenture plc

11.6.16 Deloitte Touche Tohmatsu Limited

11.6.17 PricewaterhouseCoopers (PwC)

11.6.18 Ernst & Young (EY)

11.6.19 Oracle Corporation

11.6.20 SAP SE

12. Analyst Recommendations

 12.1 SNS Insider Opportunity Map

 12.2 Industry Low-Hanging Fruit Assessment

 12.3 Market Entry & Growth Strategy

 12.4 Analyst Viewpoint & Suggestions On Market Growth

13. Assumptions

14. Disclaimer

15. Appendix

 15.1 List Of Tables

 15.2 List Of Figure