Financial Risk Management Software Market by Component (Software, Solution, Services); by Vertical (Banking and Financial Services, Insurance, Manufacturing, Transportation and Logistics, Retail and Consumer Goods, IT and Telecom, Government and Defense, Healthcare and Life Sciences, Others ); by Regional outlook (U.S., Rest of North America, France, UK, Germany, Spain, Italy, Rest of Europe, China, Japan, India, Southeast Asia, Rest of Asia Pacific, GCC Countries, Southern Africa, Rest of MEA, Brazil, Rest of Latin America) – Global Insights, Growth, Size, Comparative Analysis, Trends and Forecast, 2018 - 2026

Report ID :AMI-37 | Category : Information And Communication Technology | Published Date :May, 2018 | Pages : 334 | Format :PDF
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Industry Trends

Financial risk management software help to reduce earnings volatility, which helps to make financial statements and dividend announcements more relevant and reliable. Financial risk management software provides various solutions that give risk professionals, senior bank executives and business user’s insight into risk types across the enterprise. These solutions include risk calculation engines, scorecard and visualization tools, dashboard analytics and risk reporting tools among others. Increasing need for risk management across various industries is one of the major trends behind the growth of the financial risk management software market. Financial risk management software’s are adopted by organizations across the globe to minimize their losses incurred due the risks in their business operations and to gain a competitive edge in the market.

The global financial risk management software market, in terms of revenue, which was estimated at US$ 7.04 billion in 2017, is expected to reach US$ 13.99 billion in 2022.


North America Financial Risk Management Software Market (US$ Billion), By Vertical, 2017 & 2022


Global Financial Risk Management Software Market


The advent of financial technologies (FinTech) has led to an increase in online banking transactions globally. These transactions are subject to threats such as cyber-attacks, payment getaway fraud incidents, making risk management an imperative for organizations. Financial risks are both external and internal. The external risks are those that can not be directly controlled by the management. Changes in global markets occur instantaneously which lead to risks with managing finances. The adoption of financial risk management softwares is gaining momentum due to such potent risks posed to the financial transaction. The spikes in regulatory norms witnessed globally, have also contributed to the growth of the financial risk management software market. The high cost development paired with complicated implementation is expected to hinder the growth of the market.

Risk Management Software Market, By Vertical 

On the basis of vertical, banking and financial services held the largest market during the forecast period. Banking and financial institutions are exposed to the highest number of cyber-attacks. Risk management in banking has evolved largely in response to regulations that emerged from the global financial crisis and the fines levied in its wake. In order to secure their operations from any kinds of unforeseen risks, banking and financial services have adopted risk management softwares to a wide extent.

Risk Management Software Market, By Region

On the basis of geography, North America held the largest market amongst the regions. U.S.  has a number of large banks and the number of customers expecting banks to provide very detailed and precise information on credit terms is increasing. This is becoming a challenge for financial institutions as they must handle as many transactions as possible in a short time and simultaneously conduct careful and detailed credit risk analysis. Risk management at bank includes credit risk management, monitoring of active credit agreements, market risk measurement and what-if analysis, debts collecting, scoring and rating. The increasing need for optimization of these activities has driven the risk management software industry in this region.

            Competitive Landscape

The report provides both, qualitative and quantitative research of the financial risk management software market, as well as provides worthy insights into the rational scenario and favored development methods adopted by the key contenders. The report also offers extensive research on the key players in this market and detailed insights on the competitiveness of these players. The key business strategies such as mergers and acquisitions (M&A), affiliations, collaborations, and contracts adopted by the major players are also recognized and analyzed in the report. For each company, the report recognizes their manufacturing base, competitors, product type, application and specification, pricing, and gross margin.

The financial risk management software market participants include Experian PLC, Fiserv, Inc., IBM, KPMG, Kyriba Corp., Misys, Optial UK Ltd., Oracle, Palisade Corporation, Protecht’CreditPoint Software, Resolver Inc., Riskdata, RISKTURN Inc., SAP, TFG Systems, Xactium Limited, Zementis, and Zoot Solutions amongst others.

 


Financial Risk Management Software Industry Background

Global Financial Risk Management Software MarketGlobal Financial Risk Management Software Market

1.    Introduction

1.1.   Market Scope

1.2.   Market Segmentation

1.3.   Methodology

1.4.   Assumptions

2.    Financial Risk Management Software Market Snapshot

3.    Executive Summary: Financial Risk Management Software Market

4.    Qualitative Analysis: Financial Risk Management Software Market

4.1.   Introduction

4.1.1.   Product Definition

4.1.2.   Industry Development

4.2.   Market Dynamics

4.2.1.   Drivers

4.2.2.   Restraints

4.2.3.   Opportunities

4.3.   Trends in Market

5.    Global Financial Risk Management Software Market Analysis and Forecasts, 2018 – 2026

5.1.   Overview

5.1.1.   Global Market Revenue (US$ Mn) and Forecasts

5.2.   Global Financial Risk Management Software Market Revenue (US$ Mn) and Forecasts, By Component

5.2.1.   Software (Definition, Market Penetration, Market Revenue Expected to Increase by 2026, Compound Annual Growth Rate (CAGR) and information on Cloud Financial Risk Management Software, Desktop Financial Risk Management Software, Web-based Enterprise Risk Management Software, GRC Software)

5.2.1.1.    Cloud Financial Risk Management Software

5.2.1.2.    Desktop Financial Risk Management Software

5.2.1.3.    Web-based Enterprise Risk Management Software

5.2.1.4.    GRC Software

5.2.2.   Solution (Definition, Market Penetration, Market Revenue Expected to Increase by 2026, Compound Annual Growth Rate (CAGR) and information on Etl Tools, Risk Calculation Engines, Scorecard and Visualization Tools, Dashboard Analytics and Risk Reporting Tools, Others)

5.2.2.1.    Etl Tools

5.2.2.2.    Risk Calculation Engines

5.2.2.3.    Scorecard and Visualization Tools

5.2.2.4.    Dashboard Analytics and Risk Reporting Tools

5.2.2.5.    Others

5.2.3.   Services (Definition, Market Penetration, Market Revenue Expected to Increase by 2026, Compound Annual Growth Rate (CAGR) and information on Consulting, System Integration, Operations and Maintenance)

5.2.3.1.    Consulting

5.2.3.2.    System Integration

5.2.3.3.    Operations and Maintenance

5.3.   Key Segment for Channeling Investments

5.3.1.   By Component

6.    Global Financial Risk Management Software Market Analysis and Forecasts, 2018 – 2026

6.1.   Overview

6.2.   Global Financial Risk Management Software Market Revenue (US$ Mn) and Forecasts, By Vertical

6.2.1.   Banking and Financial Services

6.2.1.1.    Definition

6.2.1.2.    Market Penetration

6.2.1.3.    Market Revenue Expected to Increase by 2026

6.2.1.4.    Compound Annual Growth Rate (CAGR)

6.2.2.   Insurance

6.2.2.1.    Definition

6.2.2.2.    Market Penetration

6.2.2.3.    Market Revenue Expected to Increase by 2026

6.2.2.4.    Compound Annual Growth Rate (CAGR)

6.2.3.   Manufacturing

6.2.3.1.    Definition

6.2.3.2.    Market Penetration

6.2.3.3.    Market Revenue Expected to Increase by 2026

6.2.3.4.    Compound Annual Growth Rate (CAGR)

6.2.4.   Transportation and Logistics

6.2.4.1.    Definition

6.2.4.2.    Market Penetration

6.2.4.3.    Market Revenue Expected to Increase by 2026

6.2.4.4.    Compound Annual Growth Rate (CAGR)

6.2.5.   Retail and Consumer Goods

6.2.5.1.    Definition

6.2.5.2.    Market Penetration

6.2.5.3.    Market Revenue Expected to Increase by 2026

6.2.5.4.    Compound Annual Growth Rate (CAGR)

6.2.6.   IT and Telecom

6.2.6.1.    Definition

6.2.6.2.    Market Penetration

6.2.6.3.    Market Revenue Expected to Increase by 2026

6.2.6.4.    Compound Annual Growth Rate (CAGR)

6.2.7.   Government and Defense

6.2.7.1.    Definition

6.2.7.2.    Market Penetration

6.2.7.3.    Market Revenue Expected to Increase by 2026

6.2.7.4.    Compound Annual Growth Rate (CAGR)

6.2.8.   Healthcare and Life Sciences

6.2.8.1.    Definition

6.2.8.2.    Market Penetration

6.2.8.3.    Market Revenue Expected to Increase by 2026

6.2.8.4.    Compound Annual Growth Rate (CAGR)

6.2.9.   Others

6.2.9.1.    Definition

6.2.9.2.    Market Penetration

6.2.9.3.    Market Revenue Expected to Increase by 2026

6.2.9.4.    Compound Annual Growth Rate (CAGR)

6.3.   Key Segment for Channeling Investments

6.3.1.   By Vertical

7.    North America Financial Risk Management Software Market Analysis and Forecasts, 2018 – 2026

7.1.   Overview

7.1.1.   North America Market Revenue (US$ Mn)

7.2.   North America Financial Risk Management Software Market Revenue (US$ Mn) and Forecasts, By Component

7.2.1.   Software

7.2.1.1.    Cloud Financial Risk Management Software

7.2.1.2.    Desktop Financial Risk Management Software

7.2.1.3.    Web-based Enterprise Risk Management Software

7.2.1.4.    GRC Software

7.2.2.   Solution

7.2.2.1.    Etl Tools

7.2.2.2.    Risk Calculation Engines

7.2.2.3.    Scorecard and Visualization Tools

7.2.2.4.    Dashboard Analytics and Risk Reporting Tools

7.2.2.5.    Others

7.2.3.   Services

7.2.3.1.    Consulting

7.2.3.2.    System Integration

7.2.3.3.    Operations and Maintenance

7.3.   North America Financial Risk Management Software Market Revenue (US$ Mn) and Forecasts, By Vertical

7.3.1.   Banking and Financial Services

7.3.2.   Insurance

7.3.3.   Manufacturing

7.3.4.   Transportation and Logistics

7.3.5.   Retail and Consumer Goods

7.3.6.   IT and Telecom

7.3.7.   Government and Defense

7.3.8.   Healthcare and Life Sciences

7.3.9.   Others

7.4.   North America Financial Risk Management Software Market Revenue (US$ Mn) and Forecasts, By Country

7.4.1.   U.S.

7.4.1.1.    U.S. Financial Risk Management Software Market Revenue (US$ Mn) and Forecasts, By Component

7.4.1.1.1.    Software

7.4.1.1.1.1.  Cloud Financial Risk Management Software

7.4.1.1.1.2.  Desktop Financial Risk Management Software

7.4.1.1.1.3.  Web-based Enterprise Risk Management Software

7.4.1.1.1.4.  GRC Software

7.4.1.1.2.    Solution

7.4.1.1.2.1.  Etl Tools

7.4.1.1.2.2.  Risk Calculation Engines

7.4.1.1.2.3.  Scorecard and Visualization Tools

7.4.1.1.2.4.  Dashboard Analytics and Risk Reporting Tools

7.4.1.1.2.5.  Others

7.4.1.1.3.    Services

7.4.1.1.3.1.  Consulting

7.4.1.1.3.2.  System Integration

7.4.1.1.3.3.  Operations and Maintenance

7.4.1.2.    U.S. Financial Risk Management Software Market Revenue (US$ Mn) and Forecasts, By Vertical

7.4.1.2.1.    Banking and Financial Services

7.4.1.2.2.    Insurance

7.4.1.2.3.    Manufacturing

7.4.1.2.4.    Transportation and Logistics

7.4.1.2.5.    Retail and Consumer Goods

7.4.1.2.6.    IT and Telecom

7.4.1.2.7.    Government and Defense

7.4.1.2.8.    Healthcare and Life Sciences

7.4.1.2.9.    Others

7.4.2.   Rest of North America

7.4.2.1.    Rest of North America Financial Risk Management Software Market Revenue (US$ Mn) and Forecasts, By Component

7.4.2.1.1.    Software

7.4.2.1.1.1.  Cloud Financial Risk Management Software

7.4.2.1.1.2.  Desktop Financial Risk Management Software

7.4.2.1.1.3.  Web-based Enterprise Risk Management Software

7.4.2.1.1.4.  GRC Software

7.4.2.1.2.    Solution

7.4.2.1.2.1.  Etl Tools

7.4.2.1.2.2.  Risk Calculation Engines

7.4.2.1.2.3.  Scorecard and Visualization Tools

7.4.2.1.2.4.  Dashboard Analytics and Risk Reporting Tools

7.4.2.1.2.5.  Others

7.4.2.1.3.    Services

7.4.2.1.3.1.  Consulting

7.4.2.1.3.2.  System Integration

7.4.2.1.3.3.  Operations and Maintenance

7.4.2.2.    Rest of North America Financial Risk Management Software Market Revenue (US$ Mn) and Forecasts, By Vertical

7.4.2.2.1.    Banking and Financial Services

7.4.2.2.2.    Insurance

7.4.2.2.3.    Manufacturing

7.4.2.2.4.    Transportation and Logistics

7.4.2.2.5.    Retail and Consumer Goods

7.4.2.2.6.    IT and Telecom

7.4.2.2.7.    Government and Defense

7.4.2.2.8.    Healthcare and Life Sciences

7.4.2.2.9.    Others

7.5.   Key Segment for Channeling Investments

7.5.1.   By Country

7.5.2.   By Component

7.5.3.   By Vertical

8.    Europe Financial Risk Management Software Market Analysis and Forecasts, 2018 – 2026

8.1.   Overview

8.1.1.   Europe Market Revenue (US$ Mn)

8.2.   Europe Financial Risk Management Software Market Revenue (US$ Mn) and Forecasts, By Component

8.2.1.   Software

8.2.1.1.    Cloud Financial Risk Management Software

8.2.1.2.    Desktop Financial Risk Management Software

8.2.1.3.    Web-based Enterprise Risk Management Software

8.2.1.4.    GRC Software

8.2.2.   Solution

8.2.2.1.    Etl Tools

8.2.2.2.    Risk Calculation Engines

8.2.2.3.    Scorecard and Visualization Tools

8.2.2.4.    Dashboard Analytics and Risk Reporting Tools

8.2.2.5.    Others

8.2.3.   Services

8.2.3.1.    Consulting

8.2.3.2.    System Integration

8.2.3.3.    Operations and Maintenance

8.3.   Europe Financial Risk Management Software Market Revenue (US$ Mn) and Forecasts, By Vertical

8.3.1.   Banking and Financial Services

8.3.2.   Insurance

8.3.3.   Manufacturing

8.3.4.   Transportation and Logistics

8.3.5.   Retail and Consumer Goods

8.3.6.   IT and Telecom

8.3.7.   Government and Defense

8.3.8.   Healthcare and Life Sciences

8.3.9.   Others

8.4.   Europe Financial Risk Management Software Market Revenue (US$ Mn) and Forecasts, By Country

8.4.1.   France

8.4.1.1.    France Financial Risk Management Software Market Revenue (US$ Mn) and Forecasts, By Component

8.4.1.1.1.    Software

8.4.1.1.1.1.  Cloud Financial Risk Management Software

8.4.1.1.1.2.  Desktop Financial Risk Management Software

8.4.1.1.1.3.  Web-based Enterprise Risk Management Software

8.4.1.1.1.4.  GRC Software

8.4.1.1.2.    Solution

8.4.1.1.2.1.  Etl Tools

8.4.1.1.2.2.  Risk Calculation Engines

8.4.1.1.2.3.  Scorecard and Visualization Tools

8.4.1.1.2.4.  Dashboard Analytics and Risk Reporting Tools

8.4.1.1.2.5.  Others

8.4.1.1.3.    Services

8.4.1.1.3.1.  Consulting

8.4.1.1.3.2.  System Integration

8.4.1.1.3.3.  Operations and Maintenance

8.4.1.2.    France Financial Risk Management Software Market Revenue (US$ Mn) and Forecasts, By Vertical

8.4.1.2.1.    Banking and Financial Services

8.4.1.2.2.    Insurance

8.4.1.2.3.    Manufacturing

8.4.1.2.4.    Transportation and Logistics

8.4.1.2.5.    Retail and Consumer Goods

8.4.1.2.6.    IT and Telecom

8.4.1.2.7.    Government and Defense

8.4.1.2.8.    Healthcare and Life Sciences

8.4.1.2.9.    Others

8.4.2.   The UK

8.4.2.1.    The UK Financial Risk Management Software Market Revenue (US$ Mn) and Forecasts, By Component

8.4.2.1.1.    Software

8.4.2.1.1.1.  Cloud Financial Risk Management Software

8.4.2.1.1.2.  Desktop Financial Risk Management Software

8.4.2.1.1.3.  Web-based Enterprise Risk Management Software

8.4.2.1.1.4.  GRC Software

8.4.2.1.2.    Solution

8.4.2.1.2.1.  Etl Tools

8.4.2.1.2.2.  Risk Calculation Engines

8.4.2.1.2.3.  Scorecard and Visualization Tools

8.4.2.1.2.4.  Dashboard Analytics and Risk Reporting Tools

8.4.2.1.2.5.  Others

8.4.2.1.3.    Services

8.4.2.1.3.1.  Consulting

8.4.2.1.3.2.  System Integration

8.4.2.1.3.3.  Operations and Maintenance

8.4.2.2.    The UK Financial Risk Management Software Market Revenue (US$ Mn) and Forecasts, By Vertical

8.4.2.2.1.    Banking and Financial Services

8.4.2.2.2.    Insurance

8.4.2.2.3.    Manufacturing

8.4.2.2.4.    Transportation and Logistics

8.4.2.2.5.    Retail and Consumer Goods

8.4.2.2.6.    IT and Telecom

8.4.2.2.7.    Government and Defense

8.4.2.2.8.    Healthcare and Life Sciences

8.4.2.2.9.    Others

8.4.3.   Spain

8.4.3.1.    Spain Financial Risk Management Software Market Revenue (US$ Mn) and Forecasts, By Component

8.4.3.1.1.    Software

8.4.3.1.1.1.  Cloud Financial Risk Management Software

8.4.3.1.1.2.  Desktop Financial Risk Management Software

8.4.3.1.1.3.  Web-based Enterprise Risk Management Software

8.4.3.1.1.4.  GRC Software

8.4.3.1.2.    Solution

8.4.3.1.2.1.  Etl Tools

8.4.3.1.2.2.  Risk Calculation Engines

8.4.3.1.2.3.  Scorecard and Visualization Tools

8.4.3.1.2.4.  Dashboard Analytics and Risk Reporting Tools

8.4.3.1.2.5.  Others

8.4.3.1.3.    Services

8.4.3.1.3.1.  Consulting

8.4.3.1.3.2.  System Integration

8.4.3.1.3.3.  Operations and Maintenance

8.4.3.2.    Spain Financial Risk Management Software Market Revenue (US$ Mn) and Forecasts, By Vertical

8.4.3.2.1.    Banking and Financial Services

8.4.3.2.2.    Insurance

8.4.3.2.3.    Manufacturing

8.4.3.2.4.    Transportation and Logistics

8.4.3.2.5.    Retail and Consumer Goods

8.4.3.2.6.    IT and Telecom

8.4.3.2.7.    Government and Defense

8.4.3.2.8.    Healthcare and Life Sciences

8.4.3.2.9.    Others

8.4.4.   Germany

8.4.4.1.    Germany Financial Risk Management Software Market Revenue (US$ Mn) and Forecasts, By Component

8.4.4.1.1.    Software

8.4.4.1.1.1.  Cloud Financial Risk Management Software

8.4.4.1.1.2.  Desktop Financial Risk Management Software

8.4.4.1.1.3.  Web-based Enterprise Risk Management Software

8.4.4.1.1.4.  GRC Software

8.4.4.1.2.    Solution

8.4.4.1.2.1.  Etl Tools

8.4.4.1.2.2.  Risk Calculation Engines

8.4.4.1.2.3.  Scorecard and Visualization Tools

8.4.4.1.2.4.  Dashboard Analytics and Risk Reporting Tools

8.4.4.1.2.5.  Others

8.4.4.1.3.    Services

8.4.4.1.3.1.  Consulting

8.4.4.1.3.2.  System Integration

8.4.4.1.3.3.  Operations and Maintenance

8.4.4.2.    Germany Financial Risk Management Software Market Revenue (US$ Mn) and Forecasts, By Vertical

8.4.4.2.1.    Banking and Financial Services

8.4.4.2.2.    Insurance

8.4.4.2.3.    Manufacturing

8.4.4.2.4.    Transportation and Logistics

8.4.4.2.5.    Retail and Consumer Goods

8.4.4.2.6.    IT and Telecom

8.4.4.2.7.    Government and Defense

8.4.4.2.8.    Healthcare and Life Sciences

8.4.4.2.9.    Others

8.4.5.   Italy

8.4.5.1.    Italy Financial Risk Management Software Market Revenue (US$ Mn) and Forecasts, By Component

8.4.5.1.1.    Software

8.4.5.1.1.1.  Cloud Financial Risk Management Software

8.4.5.1.1.2.  Desktop Financial Risk Management Software

8.4.5.1.1.3.  Web-based Enterprise Risk Management Software

8.4.5.1.1.4.  GRC Software

8.4.5.1.2.    Solution

8.4.5.1.2.1.  Etl Tools

8.4.5.1.2.2.  Risk Calculation Engines

8.4.5.1.2.3.  Scorecard and Visualization Tools

8.4.5.1.2.4.  Dashboard Analytics and Risk Reporting Tools

8.4.5.1.2.5.  Others

8.4.5.1.3.    Services

8.4.5.1.3.1.  Consulting

8.4.5.1.3.2.  System Integration

8.4.5.1.3.3.  Operations and Maintenance

8.4.5.2.    Italy Financial Risk Management Software Market Revenue (US$ Mn) and Forecasts, By Vertical

8.4.5.2.1.    Banking and Financial Services

8.4.5.2.2.    Insurance

8.4.5.2.3.    Manufacturing

8.4.5.2.4.    Transportation and Logistics

8.4.5.2.5.    Retail and Consumer Goods

8.4.5.2.6.    IT and Telecom

8.4.5.2.7.    Government and Defense

8.4.5.2.8.    Healthcare and Life Sciences

8.4.5.2.9.    Others

8.4.6.   Rest of Europe

8.4.6.1.    Rest of Europe Financial Risk Management Software Market Revenue (US$ Mn) and Forecasts, By Component

8.4.6.1.1.    Software

8.4.6.1.1.1.  Cloud Financial Risk Management Software

8.4.6.1.1.2.  Desktop Financial Risk Management Software

8.4.6.1.1.3.  Web-based Enterprise Risk Management Software

8.4.6.1.1.4.  GRC Software

8.4.6.1.2.    Solution

8.4.6.1.2.1.  Etl Tools

8.4.6.1.2.2.  Risk Calculation Engines

8.4.6.1.2.3.  Scorecard and Visualization Tools

8.4.6.1.2.4.  Dashboard Analytics and Risk Reporting Tools

8.4.6.1.2.5.  Others

8.4.6.1.3.    Services

8.4.6.1.3.1.  Consulting

8.4.6.1.3.2.  System Integration

8.4.6.1.3.3.  Operations and Maintenance

8.4.6.2.    Rest of Europe Financial Risk Management Software Market Revenue (US$ Mn) and Forecasts, By Vertical

8.4.6.2.1.    Banking and Financial Services

8.4.6.2.2.    Insurance

8.4.6.2.3.    Manufacturing

8.4.6.2.4.    Transportation and Logistics

8.4.6.2.5.    Retail and Consumer Goods

8.4.6.2.6.    IT and Telecom

8.4.6.2.7.    Government and Defense

8.4.6.2.8.    Healthcare and Life Sciences

8.4.6.2.9.    Others

8.5.   Key Segment for Channeling Investments

8.5.1.   By Country

8.5.2.   By Component

8.5.3.   By Vertical

9.    Asia Pacific Financial Risk Management Software Market Analysis and Forecasts, 2018 – 2026

9.1.   Overview

9.1.1.   Asia Pacific Financial Risk Management Software Market Revenue (US$ Mn)

9.2.   Asia Pacific Financial Risk Management Software Market Revenue (US$ Mn) and Forecasts, By Component

9.2.1.   Software

9.2.1.1.    Cloud Financial Risk Management Software

9.2.1.2.    Desktop Financial Risk Management Software

9.2.1.3.    Web-based Enterprise Risk Management Software

9.2.1.4.    GRC Software

9.2.2.   Solution

9.2.2.1.    Etl Tools

9.2.2.2.    Risk Calculation Engines

9.2.2.3.    Scorecard and Visualization Tools

9.2.2.4.    Dashboard Analytics and Risk Reporting Tools

9.2.2.5.    Others

9.2.3.   Services

9.2.3.1.    Consulting

9.2.3.2.    System Integration

9.2.3.3.    Operations and Maintenance

9.3.   Asia Pacific Financial Risk Management Software Market Revenue (US$ Mn) and Forecasts, By Vertical

9.3.1.   Banking and Financial Services

9.3.2.   Insurance

9.3.3.   Manufacturing

9.3.4.   Transportation and Logistics

9.3.5.   Retail and Consumer Goods

9.3.6.   IT and Telecom

9.3.7.   Government and Defense

9.3.8.   Healthcare and Life Sciences

9.3.9.   Others

9.4.   Asia Pacific Financial Risk Management Software Market Revenue (US$ Mn) and Forecasts, By Country

9.4.1.   China

9.4.1.1.    China Financial Risk Management Software Market Revenue (US$ Mn) and Forecasts, By Component

9.4.1.1.1.    Software

9.4.1.1.1.1.  Cloud Financial Risk Management Software

9.4.1.1.1.2.  Desktop Financial Risk Management Software

9.4.1.1.1.3.  Web-based Enterprise Risk Management Software

9.4.1.1.1.4.  GRC Software

9.4.1.1.2.    Solution

9.4.1.1.2.1.  Etl Tools

9.4.1.1.2.2.  Risk Calculation Engines

9.4.1.1.2.3.  Scorecard and Visualization Tools

9.4.1.1.2.4.  Dashboard Analytics and Risk Reporting Tools

9.4.1.1.2.5.  Others

9.4.1.1.3.    Services

9.4.1.1.3.1.  Consulting

9.4.1.1.3.2.  System Integration

9.4.1.1.3.3.  Operations and Maintenance

9.4.1.2.    China Financial Risk Management Software Market Revenue (US$ Mn) and Forecasts, By Vertical

9.4.1.2.1.    Banking and Financial Services

9.4.1.2.2.    Insurance

9.4.1.2.3.    Manufacturing

9.4.1.2.4.    Transportation and Logistics

9.4.1.2.5.    Retail and Consumer Goods

9.4.1.2.6.    IT and Telecom

9.4.1.2.7.    Government and Defense

9.4.1.2.8.    Healthcare and Life Sciences

9.4.1.2.9.    Others

9.4.2.   Japan

9.4.2.1.    Japan Financial Risk Management Software Market Revenue (US$ Mn) and Forecasts, By Component

9.4.2.1.1.    Software

9.4.2.1.1.1.  Cloud Financial Risk Management Software

9.4.2.1.1.2.  Desktop Financial Risk Management Software

9.4.2.1.1.3.  Web-based Enterprise Risk Management Software

9.4.2.1.1.4.  GRC Software

9.4.2.1.2.    Solution

9.4.2.1.2.1.  Etl Tools

9.4.2.1.2.2.  Risk Calculation Engines

9.4.2.1.2.3.  Scorecard and Visualization Tools

9.4.2.1.2.4.  Dashboard Analytics and Risk Reporting Tools

9.4.2.1.2.5.  Others

9.4.2.1.3.    Services

9.4.2.1.3.1.  Consulting

9.4.2.1.3.2.  System Integration

9.4.2.1.3.3.  Operations and Maintenance

9.4.2.2.    Japan Financial Risk Management Software Market Revenue (US$ Mn) and Forecasts, By Vertical

9.4.2.2.1.    Banking and Financial Services

9.4.2.2.2.    Insurance

9.4.2.2.3.    Manufacturing

9.4.2.2.4.    Transportation and Logistics

9.4.2.2.5.    Retail and Consumer Goods

9.4.2.2.6.    IT and Telecom

9.4.2.2.7.    Government and Defense

9.4.2.2.8.    Healthcare and Life Sciences

9.4.2.2.9.    Others

9.4.3.   India

9.4.3.1.    India Financial Risk Management Software Market Revenue (US$ Mn) and Forecasts, By Component

9.4.3.1.1.    Software

9.4.3.1.1.1.  Cloud Financial Risk Management Software

9.4.3.1.1.2.  Desktop Financial Risk Management Software

9.4.3.1.1.3.  Web-based Enterprise Risk Management Software

9.4.3.1.1.4.  GRC Software

9.4.3.1.2.    Solution

9.4.3.1.2.1.  Etl Tools

9.4.3.1.2.2.  Risk Calculation Engines

9.4.3.1.2.3.  Scorecard and Visualization Tools

9.4.3.1.2.4.  Dashboard Analytics and Risk Reporting Tools

9.4.3.1.2.5.  Others

9.4.3.1.3.    Services

9.4.3.1.3.1.  Consulting

9.4.3.1.3.2.  System Integration

9.4.3.1.3.3.  Operations and Maintenance

9.4.3.2.    India Financial Risk Management Software Market Revenue (US$ Mn) and Forecasts, By Vertical

9.4.3.2.1.    Banking and Financial Services

9.4.3.2.2.    Insurance

9.4.3.2.3.    Manufacturing

9.4.3.2.4.    Transportation and Logistics

9.4.3.2.5.    Retail and Consumer Goods

9.4.3.2.6.    IT and Telecom

9.4.3.2.7.    Government and Defense

9.4.3.2.8.    Healthcare and Life Sciences

9.4.3.2.9.    Others

9.4.4.   Southeast Asia

9.4.4.1.    Southeast Asia Financial Risk Management Software Market Revenue (US$ Mn) and Forecasts, By Component

9.4.4.1.1.    Software

9.4.4.1.1.1.  Cloud Financial Risk Management Software

9.4.4.1.1.2.  Desktop Financial Risk Management Software

9.4.4.1.1.3.  Web-based Enterprise Risk Management Software

9.4.4.1.1.4.  GRC Software

9.4.4.1.2.    Solution

9.4.4.1.2.1.  Etl Tools

9.4.4.1.2.2.  Risk Calculation Engines

9.4.4.1.2.3.  Scorecard and Visualization Tools

9.4.4.1.2.4.  Dashboard Analytics and Risk Reporting Tools

9.4.4.1.2.5.  Others

9.4.4.1.3.    Services

9.4.4.1.3.1.  Consulting

9.4.4.1.3.2.  System Integration

9.4.4.1.3.3.  Operations and Maintenance

9.4.4.2.    Southeast Asia Financial Risk Management Software Market Revenue (US$ Mn) and Forecasts, By Vertical

9.4.4.2.1.    Banking and Financial Services

9.4.4.2.2.    Insurance

9.4.4.2.3.    Manufacturing

9.4.4.2.4.    Transportation and Logistics

9.4.4.2.5.    Retail and Consumer Goods

9.4.4.2.6.    IT and Telecom

9.4.4.2.7.    Government and Defense

9.4.4.2.8.    Healthcare and Life Sciences

9.4.4.2.9.    Others

9.4.5.   Rest of Asia Pacific

9.4.5.1.    Rest of Asia Pacific Financial Risk Management Software Market Revenue (US$ Mn) and Forecasts, By Component

9.4.5.1.1.    Software

9.4.5.1.1.1.  Cloud Financial Risk Management Software

9.4.5.1.1.2.  Desktop Financial Risk Management Software

9.4.5.1.1.3.  Web-based Enterprise Risk Management Software

9.4.5.1.1.4.  GRC Software

9.4.5.1.2.    Solution

9.4.5.1.2.1.  Etl Tools

9.4.5.1.2.2.  Risk Calculation Engines

9.4.5.1.2.3.  Scorecard and Visualization Tools

9.4.5.1.2.4.  Dashboard Analytics and Risk Reporting Tools

9.4.5.1.2.5.  Others

9.4.5.1.3.    Services

9.4.5.1.3.1.  Consulting

9.4.5.1.3.2.  System Integration

9.4.5.1.3.3.  Operations and Maintenance

9.4.5.2.    Rest of Asia Pacific Financial Risk Management Software Market Revenue (US$ Mn) and Forecasts, By Vertical

9.4.5.2.1.    Banking and Financial Services

9.4.5.2.2.    Insurance

9.4.5.2.3.    Manufacturing

9.4.5.2.4.    Transportation and Logistics

9.4.5.2.5.    Retail and Consumer Goods

9.4.5.2.6.    IT and Telecom

9.4.5.2.7.    Government and Defense

9.4.5.2.8.    Healthcare and Life Sciences

9.4.5.2.9.    Others

9.5.   Key Segment for Channeling Investments

9.5.1.   By Country

9.5.2.   By Component

9.5.3.   By Vertical

10. Middle East and Africa Financial Risk Management Software Market Analysis and Forecasts, 2018 – 2026

10.1. Overview

10.1.1. Middle East and Africa Market Revenue (US$ Mn)

10.2. Middle East and Africa Financial Risk Management Software Market Revenue (US$ Mn) and Forecasts, By Component

10.2.1. Software

10.2.1.1.  Cloud Financial Risk Management Software

10.2.1.2.  Desktop Financial Risk Management Software

10.2.1.3.  Web-based Enterprise Risk Management Software

10.2.1.4.  GRC Software

10.2.2. Solution

10.2.2.1.  Etl Tools

10.2.2.2.  Risk Calculation Engines

10.2.2.3.  Scorecard and Visualization Tools

10.2.2.4.  Dashboard Analytics and Risk Reporting Tools

10.2.2.5.  Others

10.2.3. Services

10.2.3.1.  Consulting

10.2.3.2.  System Integration

10.2.3.3.  Operations and Maintenance

10.3. Middle East and Africa Financial Risk Management Software Market Revenue (US$ Mn) and Forecasts, By Vertical

10.3.1. Banking and Financial Services

10.3.2. Insurance

10.3.3. Manufacturing

10.3.4. Transportation and Logistics

10.3.5. Retail and Consumer Goods

10.3.6. IT and Telecom

10.3.7. Government and Defense

10.3.8. Healthcare and Life Sciences

10.3.9. Others

10.4. Middle East and Africa Financial Risk Management Software Market Revenue (US$ Mn) and Forecasts, By Country

10.4.1. GCC Countries

10.4.1.1.  GCC Countries Financial Risk Management Software Market Revenue (US$ Mn) and Forecasts, By Component

10.4.1.1.1.  Software

10.4.1.1.1.1.  Cloud Financial Risk Management Software

10.4.1.1.1.2.  Desktop Financial Risk Management Software

10.4.1.1.1.3.  Web-based Enterprise Risk Management Software

10.4.1.1.1.4.  GRC Software

10.4.1.1.2.  Solution

10.4.1.1.2.1.  Etl Tools

10.4.1.1.2.2.  Risk Calculation Engines

10.4.1.1.2.3.  Scorecard and Visualization Tools

10.4.1.1.2.4.  Dashboard Analytics and Risk Reporting Tools

10.4.1.1.2.5.  Others

10.4.1.1.3.  Services

10.4.1.1.3.1.  Consulting

10.4.1.1.3.2.  System Integration

10.4.1.1.3.3.  Operations and Maintenance

10.4.1.2.  GCC Countries Financial Risk Management Software Market Revenue (US$ Mn) and Forecasts, By Vertical

10.4.1.2.1.  Banking and Financial Services

10.4.1.2.2.  Insurance

10.4.1.2.3.  Manufacturing

10.4.1.2.4.  Transportation and Logistics

10.4.1.2.5.  Retail and Consumer Goods

10.4.1.2.6.  IT and Telecom

10.4.1.2.7.  Government and Defense

10.4.1.2.8.  Healthcare and Life Sciences

10.4.1.2.9.  Others

10.4.2. Southern Africa

10.4.2.1.  Southern Africa Financial Risk Management Software Market Revenue (US$ Mn) and Forecasts, By Component

10.4.2.1.1.  Software

10.4.2.1.1.1.  Cloud Financial Risk Management Software

10.4.2.1.1.2.  Desktop Financial Risk Management Software

10.4.2.1.1.3.  Web-based Enterprise Risk Management Software

10.4.2.1.1.4.  GRC Software

10.4.2.1.2.  Solution

10.4.2.1.2.1.  Etl Tools

10.4.2.1.2.2.  Risk Calculation Engines

10.4.2.1.2.3.  Scorecard and Visualization Tools

10.4.2.1.2.4.  Dashboard Analytics and Risk Reporting Tools

10.4.2.1.2.5.  Others

10.4.2.1.3.  Services

10.4.2.1.3.1.  Consulting

10.4.2.1.3.2.  System Integration

10.4.2.1.3.3.  Operations and Maintenance

10.4.2.2.  Southern Africa Financial Risk Management Software Market Revenue (US$ Mn) and Forecasts, By Vertical

10.4.2.2.1.  Banking and Financial Services

10.4.2.2.2.  Insurance

10.4.2.2.3.  Manufacturing

10.4.2.2.4.  Transportation and Logistics

10.4.2.2.5.  Retail and Consumer Goods

10.4.2.2.6.  IT and Telecom

10.4.2.2.7.  Government and Defense

10.4.2.2.8.  Healthcare and Life Sciences

10.4.2.2.9.  Others

10.4.3. Rest of MEA

10.4.3.1.  Rest of MEA Financial Risk Management Software Market Revenue (US$ Mn) and Forecasts, By Component

10.4.3.1.1.  Software

10.4.3.1.1.1.  Cloud Financial Risk Management Software

10.4.3.1.1.2.  Desktop Financial Risk Management Software

10.4.3.1.1.3.  Web-based Enterprise Risk Management Software

10.4.3.1.1.4.  GRC Software

10.4.3.1.2.  Solution

10.4.3.1.2.1.  Etl Tools

10.4.3.1.2.2.  Risk Calculation Engines

10.4.3.1.2.3.  Scorecard and Visualization Tools

10.4.3.1.2.4.  Dashboard Analytics and Risk Reporting Tools

10.4.3.1.2.5.  Others

10.4.3.1.3.  Services

10.4.3.1.3.1.  Consulting

10.4.3.1.3.2.  System Integration

10.4.3.1.3.3.  Operations and Maintenance

10.4.3.2.  Rest of MEA Financial Risk Management Software Market Revenue (US$ Mn) and Forecasts, By Vertical

10.4.3.2.1.  Banking and Financial Services

10.4.3.2.2.  Insurance

10.4.3.2.3.  Manufacturing

10.4.3.2.4.  Transportation and Logistics

10.4.3.2.5.  Retail and Consumer Goods

10.4.3.2.6.  IT and Telecom

10.4.3.2.7.  Government and Defense

10.4.3.2.8.  Healthcare and Life Sciences

10.4.3.2.9.  Others

10.5. Key Segment for Channeling Investments

10.5.1. By Country

10.5.2. By Component

10.5.3. By Vertical

11. Latin America Financial Risk Management Software Market Analysis and Forecasts, 2018 – 2026

11.1. Overview

11.1.1. Latin America Market Revenue (US$ Mn)

11.2. Latin America Financial Risk Management Software Market Revenue (US$ Mn) and Forecasts, By Component

11.2.1. Software

11.2.1.1.  Cloud Financial Risk Management Software

11.2.1.2.  Desktop Financial Risk Management Software

11.2.1.3.  Web-based Enterprise Risk Management Software

11.2.1.4.  GRC Software

11.2.2. Solution

11.2.2.1.  Etl Tools

11.2.2.2.  Risk Calculation Engines

11.2.2.3.  Scorecard and Visualization Tools

11.2.2.4.  Dashboard Analytics and Risk Reporting Tools

11.2.2.5.  Others

11.2.3. Services

11.2.3.1.  Consulting

11.2.3.2.  System Integration

11.2.3.3.  Operations and Maintenance

11.3. Latin America Financial Risk Management Software Market Revenue (US$ Mn) and Forecasts, By Vertical

11.3.1. Banking and Financial Services

11.3.2. Insurance

11.3.3. Manufacturing

11.3.4. Transportation and Logistics

11.3.5. Retail and Consumer Goods

11.3.6. IT and Telecom

11.3.7. Government and Defense

11.3.8. Healthcare and Life Sciences

11.3.9. Others

11.4. Latin America Financial Risk Management Software Market Revenue (US$ Mn) and Forecasts, By Country

11.4.1. Brazil

11.4.1.1.  Brazil Financial Risk Management Software Market Revenue (US$ Mn) and Forecasts, By Component

11.4.1.1.1.  Software

11.4.1.1.1.1.                Cloud Financial Risk Management Software

11.4.1.1.1.2.                Desktop Financial Risk Management Software

11.4.1.1.1.3.                Web-based Enterprise Risk Management Software

11.4.1.1.1.4.                GRC Software

11.4.1.1.2.  Solution

11.4.1.1.2.1.                Etl Tools

11.4.1.1.2.2.                Risk Calculation Engines

11.4.1.1.2.3.                Scorecard and Visualization Tools

11.4.1.1.2.4.                Dashboard Analytics and Risk Reporting Tools

11.4.1.1.2.5.                Others

11.4.1.1.3.  Services

11.4.1.1.3.1.                Consulting

11.4.1.1.3.2.                System Integration

11.4.1.1.3.3.                Operations and Maintenance

11.4.1.2.  Brazil Financial Risk Management Software Market Revenue (US$ Mn) and Forecasts, By Vertical

11.4.1.2.1.  Banking and Financial Services

11.4.1.2.2.  Insurance

11.4.1.2.3.  Manufacturing

11.4.1.2.4.  Transportation and Logistics

11.4.1.2.5.  Retail and Consumer Goods

11.4.1.2.6.  IT and Telecom

11.4.1.2.7.  Government and Defense

11.4.1.2.8.  Healthcare and Life Sciences

11.4.1.2.9.  Others

11.4.2. Rest of Latin America

11.4.2.1.  Rest of Latin America Financial Risk Management Software Market Revenue (US$ Mn) and Forecasts, By Component

11.4.2.1.1.  Software

11.4.2.1.1.1.                Cloud Financial Risk Management Software

11.4.2.1.1.2.                Desktop Financial Risk Management Software

11.4.2.1.1.3.                Web-based Enterprise Risk Management Software

11.4.2.1.1.4.                GRC Software

11.4.2.1.2.  Solution

11.4.2.1.2.1.                Etl Tools

11.4.2.1.2.2.                Risk Calculation Engines

11.4.2.1.2.3.                Scorecard and Visualization Tools

11.4.2.1.2.4.                Dashboard Analytics and Risk Reporting Tools

11.4.2.1.2.5.                Others

11.4.2.1.3.  Services

11.4.2.1.3.1.                Consulting

11.4.2.1.3.2.                System Integration

11.4.2.1.3.3.                Operations and Maintenance

11.4.2.2.  Rest of Latin America Financial Risk Management Software Market Revenue (US$ Mn) and Forecasts, By Vertical

11.4.2.2.1.  Banking and Financial Services

11.4.2.2.2.  Insurance

11.4.2.2.3.  Manufacturing

11.4.2.2.4.  Transportation and Logistics

11.4.2.2.5.  Retail and Consumer Goods

11.4.2.2.6.  IT and Telecom

11.4.2.2.7.  Government and Defense

11.4.2.2.8.  Healthcare and Life Sciences

11.4.2.2.9.  Others

11.5. Key Segment for Channeling Investments

11.5.1. By Country

11.5.2. By Component

11.5.3. By Vertical

12. Competitive Benchmarking

12.1. Player Positioning Analysis

12.2. Global Presence and Growth Strategies

13. Player Profiles

13.1. Experian PLC

13.1.1. Company Details

13.1.2. Company Overview

13.1.3. Product Offerings

13.1.4. Key Developments

13.1.5. Financial Analysis

13.1.6. SWOT Analysis

13.1.7. Business Strategies

13.2. Fiserv, Inc.

13.2.1. Company Details

13.2.2. Company Overview

13.2.3. Product Offerings

13.2.4. Key Developments

13.2.5. Financial Analysis

13.2.6. SWOT Analysis

13.2.7. Business Strategies

13.3. IBM

13.3.1. Company Details

13.3.2. Company Overview

13.3.3. Product Offerings

13.3.4. Key Developments

13.3.5. Financial Analysis

13.3.6. SWOT Analysis

13.3.7. Business Strategies

13.4. KPMG

13.4.1. Company Details

13.4.2. Company Overview

13.4.3. Product Offerings

13.4.4. Key Developments

13.4.5. Financial Analysis

13.4.6. SWOT Analysis

13.4.7. Business Strategies

13.5. Kyriba Corp.

13.5.1. Company Details

13.5.2. Company Overview

13.5.3. Product Offerings

13.5.4. Key Developments

13.5.5. Financial Analysis

13.5.6. SWOT Analysis

13.5.7. Business Strategies

13.6. Misys

13.6.1. Company Details

13.6.2. Company Overview

13.6.3. Product Offerings

13.6.4. Key Developments

13.6.5. Financial Analysis

13.6.6. SWOT Analysis

13.6.7. Business Strategies

13.7. Optial UK Ltd.

13.7.1. Company Details

13.7.2. Company Overview

13.7.3. Product Offerings

13.7.4. Key Developments

13.7.5. Financial Analysis

13.7.6. SWOT Analysis

13.7.7. Business Strategies

13.8. Oracle

13.8.1. Company Details

13.8.2. Company Overview

13.8.3. Product Offerings

13.8.4. Key Developments

13.8.5. Financial Analysis

13.8.6. SWOT Analysis

13.8.7. Business Strategies

13.9. Palisade Corporation

13.9.1. Company Details

13.9.2. Company Overview

13.9.3. Product Offerings

13.9.4. Key Developments

13.9.5. Financial Analysis

13.9.6. SWOT Analysis

13.9.7. Business Strategies

13.10. Protecht’ CreditPoint Software

13.10.1.   Company Details

13.10.2.   Company Overview

13.10.3.   Product Offerings

13.10.4.   Key Developments

13.10.5.   Financial Analysis

13.10.6.   SWOT Analysis

13.10.7.   Business Strategies

13.11. Resolver Inc.

13.11.1.   Company Details

13.11.2.   Company Overview

13.11.3.   Product Offerings

13.11.4.   Key Developments

13.11.5.   Financial Analysis

13.11.6.   SWOT Analysis

13.11.7.   Business Strategies

13.12. Riskdata

13.12.1.   Company Details

13.12.2.   Company Overview

13.12.3.   Product Offerings

13.12.4.   Key Developments

13.12.5.   Financial Analysis

13.12.6.   SWOT Analysis

13.12.7.   Business Strategies

13.13. RISKTURN Inc.

13.13.1.   Company Details

13.13.2.   Company Overview

13.13.3.   Product Offerings

13.13.4.   Key Developments

13.13.5.   Financial Analysis

13.13.6.   SWOT Analysis

13.13.7.   Business Strategies

13.14. SAP

13.14.1.   Company Details

13.14.2.   Company Overview

13.14.3.   Product Offerings

13.14.4.   Key Developments

13.14.5.   Financial Analysis

13.14.6.   SWOT Analysis

13.14.7.   Business Strategies


 

13.15. TFG Systems

13.15.1.   Company Details

13.15.2.   Company Overview

13.15.3.   Product Offerings

13.15.4.   Key Developments

13.15.5.   Financial Analysis

13.15.6.   SWOT Analysis

13.15.7.   Business Strategies

13.16. Xactium Limited

13.16.1.   Company Details

13.16.2.   Company Overview

13.16.3.   Product Offerings

13.16.4.   Key Developments

13.16.5.   Financial Analysis

13.16.6.   SWOT Analysis

13.16.7.   Business Strategies

13.17. Zementis

13.17.1.   Company Details

13.17.2.   Company Overview

13.17.3.   Product Offerings

13.17.4.   Key Developments

13.17.5.   Financial Analysis

13.17.6.   SWOT Analysis

13.17.7.   Business Strategies

13.18. Zoot Solutions

13.18.1.   Company Details

13.18.2.   Company Overview

13.18.3.   Product Offerings

13.18.4.   Key Developments

13.18.5.   Financial Analysis

13.18.6.   SWOT Analysis

13.18.7.   Business Strategies

At Absolute Markets Insights, we use both top-down and bottom-up approach for calculating the market estimates and market forecast data. We allocate year-on-year growth rate from 2018 to 2026 and reach to the calculations for the global CAGR. Basically for estimation of the products and applications, usually we follow bottom-up approach, where we track the trends in different regions and their countries. We track down the growth factors, restraints, rules & regulations and opportunities for each country  and its region and finally calculate the global numbers. We first track the growth for the U.S. and Rest of North America. With these factors we can estimate the growth and trend for North America, similar approach would be taken for Europe, Asia Pacific, Latin America and Middle East & Africa. Finally, through our home grown model we reach to estimation and forecasting of the global numbers.   

Our research study is mainly implement through a mix of both secondary and primary research. Various sources such as industry magazines, trade journals, and government websites and trade associations are reviewed for gathering precise data. Primary interviews  are conducted to validate the market size derived from secondary research. Industry experts, major manufacturers and distributors are contacted for further validation purpose on the current market penetration and growth trends. 

Prominent participants in our primary research process include:

  • Key Opinion Leaders namely the CEOs, CSOs, VPs, purchasing managers, amongst others
  • Research and development participants, distributors/suppliers and subject matter experts

Secondary Research includes data extracted from paid data sources:

  • Reuters
  • Factiva
  • Bloomberg
  • One Source
  • Hoovers

 

Research Methodology

Methodology

Key Inclusions

Methodology

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