파이낸셜 애널리틱스 시장 보고서 : 유형별, 컴포넌트별, 용도별, 조직 규모별, 업계별, 지역별(2024-2032년)

The global financial analytics market size reached US$ 11.5 Billion in 2023. Looking forward, IMARC Group expects the market to reach US$ 26.4 Billion by 2032, exhibiting a growth rate (CAGR) of 9.4% during 2024-2032. The rapid digitalization in public and private organizations, integration of artificial intelligence (AI), machine learning (ML), and cloud computing, and the development of advanced financial analytics solutions are some of the major factors propelling the market.

Financial analytics is the systematic process of utilizing data analysis and quantitative techniques to evaluate financial information. It includes predictive modeling to forecast future financial scenarios, enabling proactive planning and risk management. It relies on data to generate insights, allowing businesses to make informed decisions based on objective analysis. It employs statistical models, mathematical calculations, and algorithms to uncover patterns, correlations, and trends within financial data. It allows for a detailed examination of financial data at various levels, such as individual transactions, customer segments, and product lines. It helps insurance companies and banks determine appropriate coverage and lending terms.

Rapid digitalization in public and private organizations to enhance operational efficiency and customer experiences is contributing to the market growth. Additionally, the rise of sophisticated financial fraud schemes is driving the need for advanced analytics tools to detect and prevent fraudulent activities. Financial analytics helps identify unusual patterns and behaviors that could indicate fraud, safeguarding financial integrity. Apart from this, the increasing use of financial analytics solutions by investment firms to optimize asset allocation and portfolio management strategies is strengthening the growth of the market. These tools help identify diversification opportunities and enhance investment performance. Furthermore, the widespread adoption of financial analytics in the hospitality industry to adjust pricing strategies is favoring the market growth.

Financial Analytics Market Trends/Drivers:

Personalized financial services and customer insights

The shift towards personalized financial services and customer-centric approaches represents one of the key factors positively influencing the market. Additionally, with the availability of vast amounts of customer data, financial institutions are leveraging analytics to gain deeper insights into individual customer behaviors, preferences, and needs. Apart from this, by understanding customer profiles, spending patterns, and life events, institutions are tailoring their services and product offerings to meet specific requirements. Furthermore, the development of advanced financial analytics solutions is enabling institutions to segment customers effectively and offer targeted recommendations. This enhances customer engagement, loyalty, and satisfaction.

Advancements in technology and analytics capabilities

Rapid technological advancements and the integration of artificial intelligence (AI), machine learning (ML), and cloud computing are enhancing the capabilities of financial analytics solutions. AI-powered algorithms analyze complex financial data with unprecedented speed and accuracy and enable real-time insights and predictive modeling. Moreover, machine learning algorithms can identify subtle patterns in financial data that escape human observation and offer a competitive edge to businesses. Apart from this, the increasing reliance of businesses on cloud-based financial analytics platforms is facilitating data sharing and collaboration across departments and locations, promoting better decision-making through cross-functional insights. These platforms offer scalability, accessibility, and collaboration capabilities that were previously unattainable.

Emphasis on risk management and compliance

The growing emphasis on risk management and compliance within the business landscape is another major factor propelling the market growth. Additionally, increasing cases of volatility, credit defaults, cybersecurity threats, and operational disruptions are catalyzing the demand for robust financial analytics solutions to assess, quantify, and manage potential risks comprehensively. Apart from this, financial institutions are leveraging analytics to monitor transactions, detect irregular activities, and ensure adherence to anti-money laundering (AML) and know-your-customer (KYC) regulations. Automated compliance solutions powered by financial analytics can examine vast amounts of data to identify potential anomalies and discrepancies that may signal non-compliance and help avoid regulatory fines, reputational damage, and legal consequences.

Financial Analytics Industry Segmentation:

IMARC Group provides an analysis of the key trends in each segment of the global financial analytics market report, along with forecasts at the global, regional and country levels for 2024-2032. Our report has categorized the market based on type, component, application, organization size and vertical.

Breakup by Type:

Database Management System (DBMS)

Data Integration Tools

Query, Reporting and Analysis

Analytics Solutions

Others

Database management system dominates the market

The report has provided a detailed breakup and analysis of the market based on the type. This includes database management system (DBMS), data integration tools, query, reporting and analysis, analytics solutions, and others. According to the report, database management system represented the largest segment as it helps in efficiently storing, organizing, and retrieving vast amounts of financial data. Additionally, a DBMS facilitates data integration by providing tools to aggregate and join data from disparate systems and helps in generating accurate and holistic analyses, such as performance reports, risk assessments, and trend predictions. Apart from this, DBMS technologies offer scalability options that allow organizations to accommodate increasing data loads without sacrificing performance. Furthermore, DBMS can accommodate various data types, allowing financial analysts to integrate and analyze a wide range of data sources for more comprehensive insights. Moreover, it provides robust security mechanisms to protect financial information from unauthorized access, ensuring compliance with data protection regulations.

Breakup by Component:

Solutions

Financial Function Analytics

Financial Market Analytics

Services

Managed Services

Professional Services

Services hold the largest market share

A detailed breakup and analysis of the market based on the component has also been provided in the report. This includes solutions (financial function analytics and financial market analytics) and services (managed services and professional services). According to the report, services accounted for the largest market share as they provide access to expert financial analysts who possess a deep understanding of economic trends, market dynamics, and regulatory changes. Apart from this, financial markets are highly dynamic, and services can offer real-time analysis and updates. This agility allows clients to make timely decisions, respond to market shifts, and grab opportunities quickly. Furthermore, services offer tailored solutions to meet the unique needs of clients and provide customized reports, analyses, and recommendations based on specific investment goals, asset classes, or industries. Moreover, services excel in navigating the complex regulatory landscape, which ensures that clients adhere to legal requirements while optimizing their financial operations.

Breakup by Application:

Wealth Management

Governance, Risk and Compliance Management

Financial Forecasting and Budgeting

Customer Management

Transaction Monitoring

Stock Management

Others

Wealth management dominates the market

The report has provided a detailed breakup and analysis of the market based on the application. This includes wealth management, governance, risk and compliance management, financial forecasting and budgeting, customer management, transaction monitoring, stock management, and others. According to the report, wealth management accounts for the majority of the market share as it focuses on building strong client relationships based on trust and performance. Financial analytics allows wealth managers to demonstrate their expertise by showcasing data-driven investment strategies that align with clients' financial goals. This contributes to client satisfaction and long-term retention. Apart from this, wealth management clients demand real-time updates on their portfolio performance. Financial analytics solutions facilitate the monitoring of portfolio performance in real-time, allowing wealth managers to make prompt adjustments based on market developments and client objectives. Furthermore, it emphasizes tailoring investment strategies to the individual needs and preferences of clients. Financial analytics provides the tools to analyze client profiles, financial objectives, and market trends, enabling wealth managers to create customized investment plans that deliver optimal outcomes for each client.

Breakup by Organization Size:

Large Enterprises

Small and Medium Enterprises

Large enterprises represent the largest market segment

A detailed breakup and analysis of the market based on the organization size has also been provided in the report. This includes large enterprises and, small and medium enterprises. According to the report, large enterprises account for the largest market share as they are highly prone to risk exposure due to their extensive operations and market influence. Financial analytics aids in assessing, mitigating, and managing these risks effectively. Additionally, compliance with regulatory standards and reporting requirements is a crucial aspect for large enterprises, and financial analytics provides the necessary tools to meet these obligations. Apart from this, the scale and complexity of financial operations in large enterprises drive the demand for robust analytics. These organizations manage intricate financial transactions, investment portfolios, risk exposure, and diverse revenue streams, which promotes the use of advanced analytical tools to analyze, interpret, and derive insights from this complex web of financial data.

Breakup by Vertical:

BFSI

Telecom and IT

Manufacturing

Government

Education

Others

BFSI holds the largest share in the market

A detailed breakup and analysis of the market based on the vertical has also been provided in the report. This includes BFSI, telecom and IT, manufacturing, government, education, and others. According to the report, BFSI accounts for the majority of the market share since the sector encompasses a wide range of financial activities, from lending and investment to insurance and risk management. The complexity of these operations necessitates sophisticated analytics to analyze vast amounts of data, assess risks, optimize investments, and ensure compliance with regulatory standards. Apart from this, BFSI institutions require real-time insights to make informed decisions in response to market fluctuations. Financial analytics provides the tools to monitor market trends, assess portfolio performance, and make instantaneous adjustments to investment strategies. Furthermore, the BFSI sector focuses on delivering personalized and customer-centric services, which promotes the adoption of financial analytics solutions to enable institutions to analyze customer behavior, preferences, and needs.

Breakup by Region:

North America

United States

Canada

Asia Pacific

China

Japan

India

South Korea

Australia

Indonesia

Others

Europe

Germany

France

United Kingdom

Italy

Spain

Russia

Others

Latin America

Brazil

Mexico

Others

Middle East and Africa

North America exhibits a clear dominance, accounting for the largest financial analytics market share

The report has also provided a comprehensive analysis of all the major regional markets, which include North America (the United States and Canada); Asia Pacific (China, Japan, India, South Korea, Australia, Indonesia, and others); Europe (Germany, France, the United Kingdom, Italy, Spain, Russia, and others); Latin America (Brazil, Mexico, and others); and the Middle East and Africa. According to the report, North America accounted for the largest market share as the region boasts a skilled workforce comprising data scientists, financial analysts, and technology professionals. This expertise accelerates the adoption and implementation of complex financial analytics solutions. Apart from this, businesses in North America prioritize data-driven decision-making to remain competitive. Financial analytics provides the tools to analyze market trends, customer behaviors, and performance metrics, enabling organizations to make informed strategic choices. Furthermore, the stringent regulatory environment in the region, particularly in the United States, drives the need for accurate reporting, risk management, and compliance with industry regulations. Financial analytics helps ensure compliance with regulations like Sarbanes-Oxley Act (SOX) and the Dodd-Frank Wall Street Reform and Consumer Protection Act, which drives the adoption of analytics solutions.

Competitive Landscape:

Companies are actively developing and refining advanced analytics solutions that leverage technologies like AI, machine learning, and big data analytics. These solutions enable businesses to extract valuable insights from financial data, facilitating informed decision-making and strategic planning. Additionally, many companies are focusing on enhancing data integration capabilities, allowing organizations to seamlessly gather and analyze data from diverse sources. This integration streamlines the process of aggregating financial data for comprehensive analysis, resulting in more accurate insights. Furthermore, they are expanding their predictive modeling capabilities, enabling organizations to forecast future financial trends, market behaviors, and risks. Predictive analytics empower businesses to proactively address challenges and capitalize on emerging opportunities.

The report has provided a comprehensive analysis of the competitive landscape in the market. Detailed profiles of all major companies have also been provided. Some of the key players in the market include:

Alteryx

Birst

Domo

Fair Isaac Corporation (FICO)

Hitachi Vantara

IBM

Information Builders

Microsoft Corporation

Oracle Corporation

QlikTech International A.B

Rosslyn Data Technologies

SAP SE

SAS Institute

Teradata Corporation

Tibco Software

Zoho Corporation

Recent Developments:

In July 2023, Zoho Corporation announced a strategic partnership with PwC India. This partnership focuses on providing clients and businesses with bespoke transformation solutions, such as customer experience platforms, custom applications, HR tech, and financial management applications including accounting solutions.

In November 2023, IBM launched new software to break down data silos and streamline planning and analytics for assisting businesses in making data-driven decisions quickly and navigate unpredictable disruptions.

In August 2023, SAP SE and Google Cloud announced an expanded partnership to leverage data and generative AI for enterprises to create bespoke sustainability reports, automate AI-powered sustainability alerts throughout the supply chain, and enhance decision-making with deeper analyses on environmental impact and financial benefits.

Key Questions Answered in This Report

• 1. What was the size of the global financial analytics market in 2023?
• 2. What is the expected growth rate of the global financial analytics market during 2024-2032?
• 3. What are the key factors driving the global financial analytics market?
• 4. What has been the impact of COVID-19 on the global financial analytics market?
• 5. What is the breakup of the global financial analytics market based on the type?
• 6. What is the breakup of the global financial analytics market based on the component?
• 7. What is the breakup of the global financial analytics market based on the application?
• 8. What is the breakup of the global financial analytics market based on the organization size?
• 9. What is the breakup of the global financial analytics market based on the vertical?
• 10. What are the key regions in the global financial analytics market?
• 11. Who are the key players/companies in the global financial analytics market?

Table of Contents

1 Preface

2 Scope and Methodology

• 2.1 Objectives of the Study
• 2.2 Stakeholders
• 2.3 Data Sources
  • 2.3.1 Primary Sources
  • 2.3.2 Secondary Sources
• 2.4 Market Estimation
  • 2.4.1 Bottom-Up Approach
  • 2.4.2 Top-Down Approach
• 2.5 Forecasting Methodology

3 Executive Summary

4 Introduction

• 4.1 Overview
• 4.2 Key Industry Trends

5 Global Financial Analytics Market

• 5.1 Market Overview
• 5.2 Market Performance
• 5.3 Impact of COVID-19
• 5.4 Market Forecast

6 Market Breakup by Type

• 6.1 Database Management System (DBMS)
  • 6.1.1 Market Trends
  • 6.1.2 Market Forecast
• 6.2 Data Integration Tools
  • 6.2.1 Market Trends
  • 6.2.2 Market Forecast
• 6.3 Query, Reporting & Analysis
  • 6.3.1 Market Trends
  • 6.3.2 Market Forecast
• 6.4 Analytics Solutions
  • 6.4.1 Market Trends
  • 6.4.2 Market Forecast
• 6.5 Others
  • 6.5.1 Market Trends
  • 6.5.2 Market Forecast

7 Market Breakup by Component

• 7.1 Solutions
  • 7.1.1 Market Trends
  • 7.1.2 Major Types
    • 7.1.2.1 Financial Function Analytics
    • 7.1.2.2 Financial Market Analytics
  • 7.1.3 Market Forecast
• 7.2 Services
  • 7.2.1 Market Trends
  • 7.2.2 Major Types
    • 7.2.2.1 Managed Services
    • 7.2.2.2 Professional Services
  • 7.2.3 Market Forecast

8 Market Breakup by Application

• 8.1 Wealth Management
  • 8.1.1 Market Trends
  • 8.1.2 Market Forecast
• 8.2 Governance, Risk & Compliance Management
  • 8.2.1 Market Trends
  • 8.2.2 Market Forecast
• 8.3 Financial Forecasting & Budgeting
  • 8.3.1 Market Trends
  • 8.3.2 Market Forecast
• 8.4 Customer Management
  • 8.4.1 Market Trends
  • 8.4.2 Market Forecast
• 8.5 Transaction Monitoring
  • 8.5.1 Market Trends
  • 8.5.2 Market Forecast
• 8.6 Stock Management
  • 8.6.1 Market Trends
  • 8.6.2 Market Forecast
• 8.7 Others
  • 8.7.1 Market Trends
  • 8.7.2 Market Forecast

9 Market Breakup by Organization Size

• 9.1 Large Enterprises
  • 9.1.1 Market Trends
  • 9.1.2 Market Forecast
• 9.2 Small & Medium Enterprises
  • 9.2.1 Market Trends
  • 9.2.2 Market Forecast

10 Market Breakup by Vertical

• 10.1 BFSI
  • 10.1.1 Market Trends
  • 10.1.2 Market Forecast
• 10.2 Telecom & IT
  • 10.2.1 Market Trends
  • 10.2.2 Market Forecast
• 10.3 Manufacturing
  • 10.3.1 Market Trends
  • 10.3.2 Market Forecast
• 10.4 Government
  • 10.4.1 Market Trends
  • 10.4.2 Market Forecast
• 10.5 Education
  • 10.5.1 Market Trends
  • 10.5.2 Market Forecast
• 10.6 Others
  • 10.6.1 Market Trends
  • 10.6.2 Market Forecast

11 Market Breakup by Region

• 11.1 North America
  • 11.1.1 United States
    • 11.1.1.1 Market Trends
    • 11.1.1.2 Market Forecast
  • 11.1.2 Canada
    • 11.1.2.1 Market Trends
    • 11.1.2.2 Market Forecast
• 11.2 Asia Pacific
  • 11.2.1 China
    • 11.2.1.1 Market Trends
    • 11.2.1.2 Market Forecast
  • 11.2.2 Japan
    • 11.2.2.1 Market Trends
    • 11.2.2.2 Market Forecast
  • 11.2.3 India
    • 11.2.3.1 Market Trends
    • 11.2.3.2 Market Forecast
  • 11.2.4 South Korea
    • 11.2.4.1 Market Trends
    • 11.2.4.2 Market Forecast
  • 11.2.5 Australia
    • 11.2.5.1 Market Trends
    • 11.2.5.2 Market Forecast
  • 11.2.6 Indonesia
    • 11.2.6.1 Market Trends
    • 11.2.6.2 Market Forecast
  • 11.2.7 Others
    • 11.2.7.1 Market Trends
    • 11.2.7.2 Market Forecast
• 11.3 Europe
  • 11.3.1 Germany
    • 11.3.1.1 Market Trends
    • 11.3.1.2 Market Forecast
  • 11.3.2 France
    • 11.3.2.1 Market Trends
    • 11.3.2.2 Market Forecast
  • 11.3.3 United Kingdom
    • 11.3.3.1 Market Trends
    • 11.3.3.2 Market Forecast
  • 11.3.4 Italy
    • 11.3.4.1 Market Trends
    • 11.3.4.2 Market Forecast
  • 11.3.5 Spain
    • 11.3.5.1 Market Trends
    • 11.3.5.2 Market Forecast
  • 11.3.6 Russia
    • 11.3.6.1 Market Trends
    • 11.3.6.2 Market Forecast
  • 11.3.7 Others
    • 11.3.7.1 Market Trends
    • 11.3.7.2 Market Forecast
• 11.4 Latin America
  • 11.4.1 Brazil
    • 11.4.1.1 Market Trends
    • 11.4.1.2 Market Forecast
  • 11.4.2 Mexico
    • 11.4.2.1 Market Trends
    • 11.4.2.2 Market Forecast
  • 11.4.3 Others
    • 11.4.3.1 Market Trends
    • 11.4.3.2 Market Forecast
• 11.5 Middle East and Africa
  • 11.5.1 Market Trends
  • 11.5.2 Market Breakup by Country
  • 11.5.3 Market Forecast

12 SWOT Analysis

• 12.1 Overview
• 12.2 Strengths
• 12.3 Weaknesses
• 12.4 Opportunities
• 12.5 Threats

13 Value Chain Analysis

14 Porters Five Forces Analysis

• 14.1 Overview
• 14.2 Bargaining Power of Buyers
• 14.3 Bargaining Power of Suppliers
• 14.4 Degree of Competition
• 14.5 Threat of New Entrants
• 14.6 Threat of Substitutes

15 Competitive Landscape

• 15.1 Market Structure
• 15.2 Key Players
• 15.3 Profiles of Key Players
  • 15.3.1 Alteryx
    • 15.3.1.1 Company Overview
    • 15.3.1.2 Product Portfolio
    • 15.3.1.3 Financials
  • 15.3.2 Birst
    • 15.3.2.1 Company Overview
    • 15.3.2.2 Product Portfolio
  • 15.3.3 Domo
    • 15.3.3.1 Company Overview
    • 15.3.3.2 Product Portfolio
    • 15.3.3.3 Financials
  • 15.3.4 Fair Isaac Corporation (FICO)
    • 15.3.4.1 Company Overview
    • 15.3.4.2 Product Portfolio
    • 15.3.4.3 Financials
    • 15.3.4.4 SWOT Analysis
  • 15.3.5 Hitachi Vantara
    • 15.3.5.1 Company Overview
    • 15.3.5.2 Product Portfolio
  • 15.3.6 IBM
    • 15.3.6.1 Company Overview
    • 15.3.6.2 Product Portfolio
    • 15.3.6.3 Financials
    • 15.3.6.4 SWOT Analysis
  • 15.3.7 Information Builders
    • 15.3.7.1 Company Overview
    • 15.3.7.2 Product Portfolio
  • 15.3.8 Microsoft Corporation
    • 15.3.8.1 Company Overview
    • 15.3.8.2 Product Portfolio
    • 15.3.8.3 Financials
    • 15.3.8.4 SWOT Analysis
  • 15.3.9 Oracle Corporation
    • 15.3.9.1 Company Overview
    • 15.3.9.2 Product Portfolio
    • 15.3.9.3 Financials
    • 15.3.9.4 SWOT Analysis
  • 15.3.10 QlikTech International A.B
    • 15.3.10.1 Company Overview
    • 15.3.10.2 Product Portfolio
  • 15.3.11 Rosslyn Data Technologies
    • 15.3.11.1 Company Overview
    • 15.3.11.2 Product Portfolio
    • 15.3.11.3 Financials
  • 15.3.12 SAP SE
    • 15.3.12.1 Company Overview
    • 15.3.12.2 Product Portfolio
    • 15.3.12.3 Financials
    • 15.3.12.4 SWOT Analysis
  • 15.3.13 SAS Institute
    • 15.3.13.1 Company Overview
    • 15.3.13.2 Product Portfolio
  • 15.3.14 Teradata Corporation
    • 15.3.14.1 Company Overview
    • 15.3.14.2 Product Portfolio
    • 15.3.14.3 Financials
    • 15.3.14.4 SWOT Analysis
  • 15.3.15 Tibco Software
    • 15.3.15.1 Company Overview
    • 15.3.15.2 Product Portfolio
    • 15.3.15.3 SWOT Analysis
  • 15.3.16 Zoho Corporation
    • 15.3.16.1 Company Overview
    • 15.3.16.2 Product Portfolio