市場調查報告書
商品編碼
1422790
2024-2032 年高階分析市場(按組件、類型、部署模式、業務功能(供應鏈、銷售和行銷、財務、人力資源等)、企業規模、垂直行業和區域分類)Advanced Analytics Market by Component, Type, Deployment Mode, Business Function (Supply Chain, Sales and Marketing, Finance, Human Resource, and Others), Enterprise Size, Industry Vertical, and Region 2024-2032 |
2023年全球高階分析市場規模達227億美元。展望未來, IMARC Group預計到2032年市場規模將達到1,064億美元,2024-2032年複合年成長率(CAGR)為18.18%。各行各業對多種分析解決方案的採用不斷增加,公司對人工智慧(AI) 和機器學習(ML) 的需求不斷成長,以及銀行、金融服務和保險(BFSI) 領域詐欺活動案件不斷增加,這些都是其中的一些原因。推動市場的因素。
高階分析是一股變革力量,使企業能夠從資料中挖掘出寶貴的見解。其先進的技術使組織能夠做出明智的決策並推動成長。分析歷史資料和發現趨勢有助於預測未來結果,有助於策略規劃。其主要優勢之一在於預測分析,可以預測未來場景並幫助主動解決問題。規範分析更進一步,提供可行的建議來最佳化流程和增強客戶體驗。此外,機器學習和人工智慧的整合增強了分析的準確性和深度,有助於發現人類可能錯過的隱藏模式。在醫療保健領域,先進的分析透過識別潛在風險並建議個人化治療來改善患者的治療結果。在金融領域,它有助於詐欺偵測和風險評估,確保交易安全。該技術簡化了營運並培育了從行銷到供應鏈管理的創新。它是一盞指路明燈,照亮了各行業的成功和創新之路。
全球市場主要由資料來源的擴展所驅動。與此一致的是,人工智慧、機器學習和資料處理領域的快速技術進步正在為市場做出巨大貢獻。此外,組織面臨的日益增加的競爭壓力正在積極影響高階分析的採用。除此之外,不斷提高的監管合規性正在刺激其需求。此外,世界各地的醫療機構都使用分析來有效管理患者資料,從而推動了其需求。此外,連網設備的興起產生了更多用於分析的資料,刺激了市場擴張。此外,電子商務的擴張和不斷成長的金融市場趨勢也為市場提供了推動力。
對風險管理解決方案的需求不斷增加
對風險管理解決方案不斷成長的需求有利於市場成長。在日益複雜的商業環境中,組織面臨多方面的風險,這些風險可能會影響營運和聲譽。因此,迫切需要採用先進的分析來有效地識別、評估和減輕這些風險。透過利用數據驅動的見解,企業可以預測潛在的挑戰、量化風險並制定主動的風險緩解策略。這種需求導致了採用預測性和規範性分析技術的複雜風險分析工具的開發。人工智慧和機器學習的整合進一步提高了風險評估的準確性,並有助於識別可能被忽視的微妙模式。隨著各行業尋求全面的風險管理解決方案,高階分析市場經歷了大幅成長,滿足了組織保護其利益和資產的迫切需求。
遠距工作和在家工作(WFH)模式的上升趨勢
遠距工作和在家工作(WFH)模式的興起是另一個推動成長的因素。科技的發展、連結性的改善以及工作態度的改變推動了這一趨勢。由於遠距工作的許多好處,組織擴大接受遠距工作。它提供了更大的靈活性,使員工能夠更好地平衡工作和個人生活。反過來,這可以提高工作滿意度和整體福祉。 WFH 模式也開啟了更廣泛的人才庫,因為地理限制不再限制招募因素。這一趨勢引發了通訊工具、協作平台和遠端專案管理解決方案的創新。公司投資網路安全措施來保護分散式工作環境中的資料。此外,減少通勤和辦公空間需求有助於節省成本和環境效益。
雲端運算和軟體即軟體 (SaaS) 的快速整合
雲端運算和軟體即服務 (SaaS) 模式的快速整合正在徹底改變企業存取和使用軟體應用程式的方式。雲端運算提供了 SaaS 交付所需的基礎設施,支援透過網路無縫存取軟體。這種整合帶來了許多優勢。企業現在可以存取各種軟體應用程式,而無需進行大量的本地安裝。 SaaS 解決方案通常基於訂閱,透過即用即付模式節省成本並減少前期投資。 SaaS 基於雲端的性質允許輕鬆擴展,確保企業可以根據自己的需求調整軟體的使用。此外,更新和維護通常由 SaaS 提供者處理,從而減輕組織的軟體維護負擔。協作也大大增強,因為團隊可以透過網路連線從任何地方存取和處理應用程式。雲端和 SaaS 的快速整合也推動了創新,因為軟體供應商可以快速開發和部署新功能和改進。
The global advanced analytics market size reached US$ 22.7 Billion in 2023. Looking forward, IMARC Group expects the market to reach US$ 106.4 Billion by 2032, exhibiting a growth rate (CAGR) of 18.18% during 2024-2032. The increasing uptake of several analytical solutions across industries, the rising demand for artificial intelligence (AI) and machine learning (ML) in companies, and the growing cases of fraudulent activities in the banking, financial services, and insurance (BFSI) sector are some of the factors propelling the market.
Advanced analytics is a transformative force that empowers businesses to unearth invaluable insights from their data. Its sophisticated techniques enable organizations to make informed decisions and drive growth. Analyzing historical data and spotting trends helps anticipate future outcomes, contributing to strategic planning. One of its key strengths lies in predictive analytics, which forecasts future scenarios and aids in proactive problem-solving. Prescriptive analytics takes it further, offering actionable recommendations to optimize processes and enhance customer experiences. Moreover, the integration of machine learning and AI amplifies the accuracy and depth of analysis, facilitating the discovery of hidden patterns that humans might miss. In healthcare, advanced analytics improves patient outcomes by identifying potential risks and suggesting personalized treatments. In finance, it aids fraud detection and risk assessment, ensuring secure transactions. This technology streamlines operations and cultivates innovation from marketing to supply chain management. It is a guiding light, illuminating pathways to success and innovation across industries.
The global market is majorly driven by the expansion of data sources. In line with this, the rapid technological advancements in AI, machine learning, and data processing are significantly contributing to the market. Furthermore, the increasing competitive pressure on organizations is positively influencing the adoption of advanced analytics. Apart from this, the rising regulatory compliance is catalyzing its demand. Moreover, medical institutions worldwide use analytics to manage patient data efficiently, propelling its demand. Besides, the rise of connected devices generates more data for analysis, stimulating market expansion. Additionally, the e-commerce expansion and the growing financial market trends are providing a boost to the market.
Increasing demand for risk management solutions
The escalating demand for risk management solutions is favoring the market growth. Organizations face multifaceted risks that can impact operations and reputation in an increasingly complex business landscape. As a result, there is a compelling need to employ advanced analytics to identify, assess, and mitigate these risks effectively. By utilizing data-driven insights, businesses can anticipate potential challenges, quantify risks, and develop proactive strategies for risk mitigation. This demand has led to the development of sophisticated risk analytics tools that employ predictive and prescriptive analytics techniques. The integration of AI and machine learning further enhances the accuracy of risk assessment and aids in identifying subtle patterns that might otherwise go unnoticed. As industries seek comprehensive risk management solutions, the advanced analytics market experiences substantial growth, catering to organizations' imperative to safeguard their interests and assets.
Rising trend of remote working and work-from-home (WFH) model
The rising trend of remote working and the work-from-home (WFH) model is acting as another growth-inducing factor. The evolution of technology, improved connectivity, and changing attitudes towards work have propelled this trend. Organizations are increasingly embracing remote work due to its numerous benefits. It allows for greater flexibility, enabling employees to balance their work and personal lives better. This, in turn, can enhance job satisfaction and overall well-being. The WFH model also opens up access to a broader talent pool, as geographical constraints are no longer limiting recruitment factors. The trend has sparked innovation in communication tools, collaborative platforms, and remote project management solutions. Companies invest in cybersecurity measures to protect data in a distributed work environment. Furthermore, reduced commuting and office space requirements contribute to cost savings and environmental benefits.
Rapid integration of cloud computing and software-as-a-software (SaaS)
The rapid integration of cloud computing and the software-as-a-service (SaaS) model is revolutionizing how businesses access and utilize software applications. Cloud computing offers the infrastructure needed for SaaS delivery, enabling seamless access to software over the Internet. This integration has brought numerous advantages. Businesses can now access a wide range of software applications without the need for extensive on-premises installations. SaaS solutions are typically subscription-based, offering cost savings through pay-as-you-go models and reducing upfront investment. The cloud-based nature of SaaS allows for easy scalability, ensuring that businesses can adjust their software usage according to their needs. Furthermore, updates and maintenance are typically handled by the SaaS provider, relieving organizations of the burden of software upkeep. Collaboration is also greatly enhanced, as teams can access and work on applications from anywhere with an internet connection. The rapid integration of cloud and SaaS has also fueled innovation, as software providers can quickly develop and deploy new features and improvements.
IMARC Group provides an analysis of the key trends in each segment of the global advanced analytics market, along with forecasts at the global, regional and country levels from 2024-2032. Our report has categorized the market based on the component, type, deployment mode, business function, enterprise size and industry vertical.
Software
Service
Professional Service
Managed Service
Software dominates the market
The report has provided a detailed breakup and analysis of the market based on the component. This includes software and service (professional service and managed service). According to the report, software represented the largest segment.
Big Data Analytics
Business Analytics
Customer Analytics
Statistical Analytics
Risk Analytics
Others
Big data analytics dominates the market
The report has provided a detailed breakup and analysis of the market based on the type. This includes big data, business, customer, statistical, risk analytics, and others. According to the report, big data analytics represented the largest segment.
On-premises
Cloud-based
On-premises dominates the market
The report has provided a detailed breakup and analysis of the market based on the deployment mode. This includes on-premises and cloud-based. According to the report, on-premises represented the largest segment.
Supply Chain
Sales and Marketing
Finance
Human Resource (HR)
Others
Supply chain dominates the market
The report has provided a detailed breakup and analysis of the market based on the business function. This includes supply chain, sales and marketing, finance, human resource, and others. According to the report, supply chain represented the largest segment.
Large Enterprise
Small and Medium-sized Enterprise
Large enterprise dominates the market
The report has provided a detailed breakup and analysis of the market based on the enterprise size. This includes large, and small and medium-sized enterprises. According to the report, large enterprise represented the largest segment.
BFSI
Healthcare
Government
IT and Telecom
Military and Defense
Others
BFSI dominates the market
The report has provided a detailed breakup and analysis of the market based on the industry vertical. This includes BFSI, healthcare, government, IT and Telecom, military and defense, and others. According to the report, BFSI represented the largest segment.
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 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.
The report has provided a comprehensive analysis of the competitive landscape in the advanced analytics market. Detailed profiles of all major companies have also been provided.
Absolutdata Technologies Inc. (Infogain Corporation)
Adobe Inc.
Altair Engineering Inc.
Alteryx Inc.
Amazon Web Services Inc. (Amazon.com Inc.)
Fair Isaac Corporation (FICO)
Hewlett Packard Enterprise Company
International Business Machines Corporation
Microsoft Corporation
Moody's Analytics Inc. (Moody's Corporation)
SAS Institute Inc.
TIBCO Software Inc.