市場調査レポート
商品コード
1519404
ビジネスアナリティクス市場レポート:ソフトウェア、展開タイプ、エンドユーザー、業界別、地域別、2024年~2032年Business Analytics Market Report by Software, Deployment Type, End-User, Vertical, and Region 2024-2032 |
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ビジネスアナリティクス市場レポート:ソフトウェア、展開タイプ、エンドユーザー、業界別、地域別、2024年~2032年 |
出版日: 2024年07月01日
発行: IMARC
ページ情報: 英文 145 Pages
納期: 2~3営業日
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世界のビジネスアナリティクス市場規模は2023年に893億米ドルに達しました。今後、IMARC Groupは、2024~2032年にかけての成長率(CAGR)は8.2%を示し、2032年には1,804億米ドルに達すると予測しています。データ量の急増と複雑化、サプライチェーンオペレーションの最適化に対する需要の高まり、サイバーセキュリティの脅威の増加とそれに伴う企業のプライバシーに対する懸念の高まりなどが、市場を推進している主要要因の1つです。
ビジネスアナリティクスは、データを収集、分析、解釈して洞察を深め、情報に基づいた意思決定を行う体系的なプロセスです。さまざまな統計的、数学的、計算技術を活用して、データのパターン、動向、相関関係を明らかにし、業績と戦略の改善に役立てる。非効率な部分や、コスト削減を実施できる部分を特定し、リソース配分の改善につなげます。過去のデータを評価し、将来の潜在的なリスクを予測することで、リスクの特定と軽減を支援します。医療業界では、患者の転帰分析、資源配分、疾病追跡に広く利用されています。
クラウドベースの分析ソリューションへの移行が進んでいるため、拡大性、柔軟性、コスト効率が向上し、あらゆる規模の組織が分析にアクセスしやすくなっています。これとは別に、公的機関や民間企業でHR分析が広く利用されていることも、良好な市場展望をもたらしています。HR分析は人材獲得、人員計画、従業員エンゲージメントを支援し、組織の成長と効率化に貢献します。さらに、BFSI業界では規制の導入により、コンプライアンス、リスク評価、不正検知のための高度な分析へのニーズが高まっています。さらに、需要予測、在庫管理、サプライヤーのパフォーマンス分析など、サプライチェーン業務の最適化に対する需要の高まりが、市場の成長を支えています。
データ量の増大と複雑化
データの急激な増大は、市場にプラスの影響を与える主要要因の1つです。さらに、デジタル技術とモノのインターネット(IoT)の利用拡大に伴い、企業は顧客とのやり取り、ソーシャルメディア、センサーデータなどを含む膨大な量のデータを生成しています。日々生成されるデータ量は驚異的であり、企業はこのデータを洞察のために活用することが不可欠となっています。これとは別に、データの複雑さが増しているため、価値ある洞察を得るために、自然言語処理(NLP)、機械学習、人工知能(AI)などの高度な分析ツールの必要性が高まっています。さらに、業界の拡大が、十分な情報に基づいた意思決定、顧客体験のパーソナライズ、業務の最適化、競争優位性の獲得を目的とした分析ツールの需要を喚起しています。
進化するAIとMLの能力
人工知能(AI)と機械学習(ML)は、ビジネスアナリティクスに変革をもたらしつつあります。これらの技術は、以前は実現不可能だった規模と深さでデータを分析できます。AI主導の予測・処方的分析は、企業が動向を予測し、異常を特定し、最適な行動を推奨するのに役立っています。これとは別に、AIとMLは業界に特化した分析ソリューションの開発を可能にしています。医療セグメントでは、患者の診断に役立つこれらの先端技術の利用が増加しており、市場の展望は良好です。さらに、不正取引を検出するためにBFSIセグメントでデータ分析ソリューションの利用が増加していることも、市場に明るい展望をもたらしています。
規制遵守とデータプライバシーに関する懸念
さまざまな国で規制やデータプライバシーに関する法律が進化していることも、市場の成長を促進する主要要因です。欧州の一般データ保護規則(GDPR)や米国のカリフォルニア州消費者プライバシー法(CCPA)など、世界各地の管理当局は厳しい規制を実施しています。これらの規制は、組織が顧客データをどのように収集、保管、利用するかについて厳しい要件を課しており、これに従わない場合、多額の罰金や風評被害につながる可能性があります。これとは別に、サイバーセキュリティの脅威が増加し、プライバシーに関する懸念が高まっていることから、企業は顧客やパートナーとの信頼関係を維持するために効率的な分析ソリューションを導入することが求められています。
The global business analytics market size reached US$ 89.3 Billion in 2023. Looking forward, IMARC Group expects the market to reach US$ 180.4 Billion by 2032, exhibiting a growth rate (CAGR) of 8.2% during 2024-2032. The surging volume and complexity of data, rising demand for optimized supply chain operations, and growing incidences of cybersecurity threats and consequently increasing privacy concerns among businesses are some of the major factors propelling the market.
Business analytics is the systematic process of collecting, analyzing, and interpreting data to gain insights and make informed decisions. It leverages various statistical, mathematical, and computational techniques to uncover patterns, trends, and correlations in data that can aid in improving business performance and strategy. It helps identify inefficiencies and areas wherein cost-saving measures can be implemented, leading to improved resource allocation. It assists in identifying and mitigating risks by assessing historical data and predicting potential risks in the future. It is widely used in the healthcare industry for patient outcomes analysis, resource allocation, and disease tracking.
The rising shift to cloud-based analytics solutions offers scalability, flexibility, and cost-efficiency, making analytics more accessible to organizations of all sizes. Apart from this, the widespread use of HR analytics by public and private organizations is offering a favorable market outlook. HR analytics aids in talent acquisition, workforce planning, and employee engagement, contributing to organizational growth and efficiency. Furthermore, the implementation of regulations in the BFSI industry is driving the need for advanced analytics for compliance, risk assessment, and fraud detection. Moreover, the escalating demand for optimized supply chain operations, including demand forecasting, inventory management, and supplier performance analysis is supporting the market growth.
Increasing data volume and complexity
The exponential growth of data represents one of the primary factors positively influencing the market. Additionally, with the expanding use of digital technologies and the Internet of Things (IoT), organizations are generating vast amounts of data, which includes customer interactions, social media, and sensor data. The volume of data generated daily is staggering, making it essential for businesses to harness this data for insights. Apart from this, the rising complexity of data is driving the need for advanced analytics tools, such as natural language processing (NLP), machine learning, and artificial intelligence (AI) to gain valuable insights. Furthermore, the expansion of industries is catalyzing the demand for analytics tools to make informed decisions, personalize customer experiences, optimize operations, and gain a competitive edge.
Evolving AI and ML capabilities
Artificial intelligence (AI) and machine learning (ML) are transforming business analytics. These technologies can analyze data at a scale and depth that was previously unattainable. AI-driven predictive and prescriptive analytics are helping businesses anticipate trends, identify anomalies, and recommend optimal actions. Apart from this, AI and ML are enabling the development of industry-specific analytics solutions. The increasing use of these advanced technologies in the medical sector to help with patient diagnosis is offering a favorable market outlook. Furthermore, the rising utilization of data analytics solutions in the BFSI sector to detect fraudulent transactions is creating a positive outlook for the market.
Regulatory compliance and data privacy concerns
The evolving landscape of regulations and data privacy laws across various countries is another primary factor facilitating the market growth. The governing authorities worldwide are implementing stringent regulations, such as the General Data Protection Regulation (GDPR) in Europe and the California Consumer Privacy Act (CCPA) in the United States. These regulations impose strict requirements on how organizations collect, store, and use customer data, and failing to comply can lead to substantial fines and reputational damage. Apart from this, rising incidences of cybersecurity threats and the growing privacy concerns are encouraging businesses to adopt efficient analytics solutions for maintaining trust among customers and partners.
IMARC Group provides an analysis of the key trends in each segment of the market report, along with forecasts at the global, regional, and country levels from 2024-2032. Our report has categorized the market based on software, deployment type, end-user and vertical.
Query, Reporting and Analysis Tools
Advanced and Predictive Analytics
Location Intelligence
Content Analytics
Data Warehousing Platform
Others
Data warehousing platform dominates the market
A detailed breakup and analysis of the market based on the software has also been provided in the report. This includes query, reporting and analysis tools; advanced and predictive analytics; location intelligence; content analytics; data warehousing platform; and others. According to the report, data warehousing platform represents the largest market segment as it is a centralized repository that stores vast amounts of structured data from various sources, such as sales, finance, marketing, and customer interactions. This centralized storage simplifies data management, ensuring that analysts and decision-makers have easy access to a unified, consistent source of truth. Additionally, it offers robust security features, including access controls, encryption, and audit trails. It also facilitates data governance by providing mechanisms for data quality management and lineage tracking. Apart from this, it integrates seamlessly with business intelligence (BI) tools and reporting solutions. This integration streamlines the analytics workflow, making it easier for users to create reports, dashboards, and visualizations based on the centralized data.
Cloud-based
On-Premises
On-premises holds the largest market share
The report has provided a detailed breakup and analysis of the market based on the deployment type. This includes cloud-based and on-premises. According to the report, on-premises accounts for the majority of the market share as some organizations have legacy systems that are deeply integrated with on-premises infrastructure, and migrating to the cloud can be complex and costly, making on-premises analytics more viable for these situations. Additionally, on-premises solutions offer greater control over data security and compliance for organizations dealing with highly sensitive data, particularly in sectors like finance, healthcare, and government. Apart from this, in certain regions or industries, data sovereignty regulations mandate that data must be stored within specific geographic boundaries. On-premises deployments allow organizations to comply with such regulations without relying on third-party cloud providers. Moreover, on-premises solutions offer greater customization and control over hardware and software configurations.
Large Enterprises
Small and Medium Size Enterprises
Small and medium size enterprises represent the largest market segment
A detailed breakup and analysis of the market based on the end-user has also been provided in the report. This includes large enterprises and small and medium size enterprises. According to the report, small and medium size enterprises account for the majority of the market share due to the increasing accessibility and affordability of analytics tools and solutions. Many software providers now offer cloud-based analytics services with subscription models, making it cost-effective for SMEs to access powerful analytics capabilities without substantial upfront investments. Additionally, SMEs often rely on focused marketing efforts to reach their target audience efficiently. Analytics helps them analyze customer behavior, preferences, and purchase patterns. This data-driven approach enables more effective marketing campaigns and customer retention strategies. Apart from this, many analytics providers recognize the potential of the SME market and tailor their offerings accordingly. They provide user-friendly interfaces, pre-built templates, and customer support to cater to the specific needs and limited resources of SMEs.
BFSI
Energy and Power
Manufacturing
Healthcare
Government
Education
Media and Entertainment
Telecom and IT
Others
BFSI represented the largest market segment
The report has provided a detailed breakup and analysis of the market based on the vertical. This includes BFSI, energy and power, manufacturing, healthcare, government, education, media and entertainment, telecom and IT, and others. According to the report, BFSI dominates the market due to the increasing security concerns and rising cases of cybersecurity attacks. Analytics is used for intrusion detection, threat assessment, and data encryption, ensuring the safety and integrity of customer information. Additionally, analytics supports financial institutions in conducting stress tests to evaluate their resilience under adverse scenarios. Apart from this, it enables financial institutions to respond swiftly to market fluctuations, execute trades, and process transactions efficiently. Moreover, for asset management and investment banking, analytics aids in portfolio optimization, asset allocation, and investment decision-making. It helps identify attractive investment opportunities and assess the performance of assets in real time.
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 business analytics market share
The market research report has also provided a comprehensive analysis of all the major regional markets, which include North America (the United States and Canada); Europe (Germany, France, the United Kingdom, Italy, Spain, Russia, and others); Asia Pacific (China, Japan, India, South Korea, Australia, Indonesia, 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 since the region has a rich ecosystem of technology companies, startups, and research institutions that drive the development and adoption of cutting-edge analytics tools and techniques. Additionally, North American businesses have a strong culture of data-driven decision-making. They recognize the value of analytics in gaining a competitive edge, optimizing operations, and understanding customer behavior. Apart from this, the region is home to numerous industries, including finance, healthcare, technology, retail, and manufacturing. Moreover, North America boasts a skilled and educated workforce in fields such as data science, statistics, and computer science. This talent pool is essential for developing, implementing, and leveraging analytics solutions effectively.
Companies are actively engaged in various activities to meet the evolving demands of businesses and industries. They are focusing on advanced data analytics techniques, such as machine learning and artificial intelligence, to extract valuable insights from large datasets. This enables them to provide more accurate predictions and recommendations to their clients. Additionally, they are developing real-time analytics capabilities to provide clients with up-to-the-minute insights. Apart from this, many firms are investing in robust security measures and compliance with data protection regulations like GDPR and CCPA. Furthermore, various business analytics providers are tailoring their services to meet the specific needs of different industries and clients.
Adobe Systems Incorporated
International Business Machines (IBM) Corporation
Microsoft Corporation
Microstrategy Incorporated
Oracle Corporation
Salesforce.com Inc.
SAP SE
SAS Institute Inc.
Tableau Software
Tibco Software Inc.
(Please note that this is only a partial list of the key players, and the complete list is provided in the report.)
In March 2023, Tibco Software Inc. announced a series of enhancements to its analytics suite that delivers immersive, smart, and real-time analytics and empowers customers to take action and benefit from faster, smarter insights.
In September 2023, SAP SE declared the development of the first software-based enterprise resource planning (ERP) system, that has changed the face of business and the ability of our customers to deliver value.
In October 2022, Tableu Software announced the launch of Tableau 2022.3, a new version of the data visualization and analysis program that allows business users to gain insights into their data by using a data guide to help uncover business intelligence more quickly, and a new advanced analytics and predictions tool called Table Extension.