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市場調査レポート
商品コード
1451237
フィナンシャルアナリティクス市場レポート:タイプ、コンポーネント、用途、組織規模、業界別、地域別、2024年~2032年Financial Analytics Market Report by Type (Database Management System, Data Integration Tools, Query, Reporting and Analysis, Analytics Solutions, and Others), Component, Application, Organization Size, Vertical, and Region 2024-2032 |
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フィナンシャルアナリティクス市場レポート:タイプ、コンポーネント、用途、組織規模、業界別、地域別、2024年~2032年 |
出版日: 2024年03月02日
発行: IMARC
ページ情報: 英文 142 Pages
納期: 2~3営業日
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世界のフィナンシャルアナリティクス市場規模は2023年に115億米ドルに達しました。今後、IMARC Groupは、同市場が2024年から2032年の間に9.4%の成長率(CAGR)を示し、2032年までに264億米ドルに達すると予測しています。公的機関や民間企業における急速なデジタル化、人工知能(AI)、機械学習(ML)、クラウドコンピューティングの統合、高度なフィナンシャルアナリティクスソリューションの市場開拓などが、市場を推進する主な要因となっています。
フィナンシャルアナリティクスとは、財務情報を評価するためにデータ分析と定量的手法を活用する体系的なプロセスです。将来の財務シナリオを予測する予測モデリングも含まれ、先を見越したプランニングとリスク管理を可能にします。データに依存して洞察を生み出すため、企業は客観的な分析に基づいて情報に基づいた意思決定を行うことができます。統計モデル、数学的計算、アルゴリズムを用い、財務データのパターン、相関関係、動向を明らかにします。個々の取引、顧客セグメント、商品ラインなど、さまざまなレベルで財務データを詳細に調べることができます。保険会社や銀行が適切な補償や融資条件を決定するのに役立ちます。
業務の効率化と顧客体験の向上を目的とした公共・民間組織における急速なデジタル化が、市場の成長に寄与しています。さらに、巧妙な金融詐欺スキームの増加により、詐欺行為を検出・防止するための高度な分析ツールのニーズが高まっています。金融アナリティクスは、不正を示す可能性のある異常なパターンや行動を特定し、財務の健全性を守るのに役立ちます。これとは別に、資産配分とポートフォリオ管理戦略を最適化するために投資会社がフィナンシャルアナリティクスソリューションを利用するケースが増えていることも、市場の成長を強めています。これらのツールは分散投資の機会を特定し、投資パフォーマンスを高めるのに役立ちます。さらに、価格戦略を調整するためにホスピタリティ業界で財務アナリティクスが広く採用されていることも、市場の成長を後押ししています。
パーソナライズされた金融サービスと顧客インサイト
パーソナライズされた金融サービスと顧客中心のアプローチへのシフトは、市場にプラスの影響を与える重要な要因の1つです。また、膨大な量の顧客データが利用可能になったことで、金融機関はアナリティクスを活用して個々の顧客の行動、嗜好、ニーズについてより深い洞察を得ようとしています。これとは別に、顧客のプロファイル、支出パターン、ライフイベントを理解することで、金融機関は特定の要件を満たすようにサービスや商品の提供を調整しています。さらに、高度なフィナンシャルアナリティクスソリューションの開発により、金融機関は顧客を効果的にセグメント化し、ターゲットを絞った提案を行うことができるようになっています。これにより、顧客のエンゲージメント、ロイヤルティ、満足度が向上しています。
テクノロジーと分析能力の進歩
技術の急速な進歩と人工知能(AI)、機械学習(ML)、クラウド・コンピューティングの統合により、フィナンシャルアナリティクスソリューションの機能が強化されています。AIを活用したアルゴリズムは、複雑な金融データをかつてないスピードと精度で分析し、リアルタイムの洞察と予測モデリングを可能にします。さらに、機械学習アルゴリズムは、人間の観察から逃れられる金融データの微妙なパターンを特定し、企業に競争力を提供することができます。これとは別に、企業がクラウドベースのフィナンシャルアナリティクスプラットフォームへの依存度を高めていることで、部門や場所を超えたデータ共有やコラボレーションが促進され、部門横断的な洞察を通じてより良い意思決定が行われています。これらのプラットフォームは、以前は実現不可能だったスケーラビリティ、アクセシビリティ、コラボレーション機能を提供しています。
リスク管理とコンプライアンスの重視
ビジネスシーンにおいてリスク管理とコンプライアンスが重視されるようになっていることも、市場の成長を後押しする大きな要因となっています。さらに、ボラティリティ、クレジット・デフォルト、サイバーセキュリティの脅威、業務の混乱といった事例の増加が、潜在的なリスクを総合的に評価、定量化、管理するための強固なフィナンシャルアナリティクスソリューションへの需要を喚起しています。これとは別に、金融機関はアナリティクスを活用して取引を監視し、不正な活動を検出し、マネーロンダリング防止(AML)や顧客情報開示(KYC)規制の遵守を徹底しています。ファイナンシャル・アナリティクスを活用した自動コンプライアンス・ソリューションは、膨大な量のデータを調査して、コンプライアンス違反のシグナルとなり得る潜在的な異常や矛盾を特定し、規制当局による罰金や風評被害、法的な影響を回避するのに役立ちます。
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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
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.