市场调查报告书
商品编码
1422790
2024-2032 年高阶分析市场(按组件、类型、部署模式、业务功能(供应链、销售和行销、财务、人力资源等)、企业规模、垂直行业和区域划分)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年全球高阶分析市场规模达227亿美元。展望未来, IMARC Group预计到2032年市场规模将达到1,064亿美元,2024-2032年复合年增长率(CAGR)为18.18%。各行各业对多种分析解决方案的采用不断增加,公司对人工智慧(AI) 和机器学习(ML) 的需求不断增长,以及银行、金融服务和保险(BFSI) 领域诈欺活动案件不断增加,这些都是其中的一些原因。推动市场的因素。
高阶分析是一股变革力量,使企业能够从资料中挖掘出宝贵的见解。其先进的技术使组织能够做出明智的决策并推动成长。分析历史资料和发现趋势有助于预测未来结果,有助于策略规划。其主要优势之一在于预测分析,可以预测未来场景并帮助主动解决问题。规范分析更进一步,提供可行的建议来优化流程和增强客户体验。此外,机器学习和人工智慧的整合增强了分析的准确性和深度,有助于发现人类可能错过的隐藏模式。在医疗保健领域,先进的分析透过识别潜在风险并建议个人化治疗来改善患者的治疗结果。在金融领域,它有助于诈欺侦测和风险评估,确保交易安全。该技术简化了营运并培育了从行销到供应链管理的创新。它是一盏指路明灯,照亮了各行业的成功和创新之路。
全球市场主要由资料来源的扩展所驱动。与此一致的是,人工智慧、机器学习和资料处理领域的快速技术进步正在为市场做出巨大贡献。此外,组织面临的日益增加的竞争压力正在积极影响高阶分析的采用。除此之外,不断提高的监管合规性正在刺激其需求。此外,世界各地的医疗机构都使用分析来有效管理患者资料,从而推动了其需求。此外,连网设备的兴起产生了更多用于分析的资料,刺激了市场扩张。此外,电子商务的扩张和不断增长的金融市场趋势也为市场提供了推动力。
对风险管理解决方案的需求不断增加
对风险管理解决方案不断增长的需求有利于市场成长。在日益复杂的商业环境中,组织面临多方面的风险,这些风险可能会影响营运和声誉。因此,迫切需要采用先进的分析来有效地识别、评估和减轻这些风险。透过利用数据驱动的见解,企业可以预测潜在的挑战、量化风险并制定主动的风险缓解策略。这种需求导致了采用预测性和规范性分析技术的复杂风险分析工具的开发。人工智慧和机器学习的整合进一步提高了风险评估的准确性,并有助于识别可能被忽视的微妙模式。随着各行业寻求全面的风险管理解决方案,高阶分析市场经历了大幅成长,满足了组织保护其利益和资产的迫切需求。
远距工作和在家工作(WFH)模式的上升趋势
远距工作和在家工作(WFH)模式的兴起是另一个推动成长的因素。科技的发展、连结性的改善以及工作态度的改变推动了这一趋势。由于远距工作的许多好处,组织越来越多地接受远距工作。它提供了更大的灵活性,使员工能够更好地平衡工作和个人生活。反过来,这可以提高工作满意度和整体福祉。 WFH 模式也开启了更广泛的人才库,因为地理限制不再限制招募因素。这一趋势引发了通讯工具、协作平台和远端专案管理解决方案的创新。公司投资网路安全措施来保护分散式工作环境中的资料。此外,减少通勤和办公空间需求有助于节省成本和环境效益。
云端运算和软体即软体 (SaaS) 的快速集成
云端运算和软体即服务 (SaaS) 模式的快速整合正在彻底改变企业存取和使用软体应用程式的方式。云端运算提供了 SaaS 交付所需的基础设施,支援透过网路无缝存取软体。这种整合带来了许多优势。企业现在可以存取各种软体应用程序,而无需进行大量的本地安装。 SaaS 解决方案通常基于订阅,透过即用即付模式节省成本并减少前期投资。 SaaS 基于云端的性质允许轻鬆扩展,确保企业可以根据自己的需求调整软体的使用。此外,更新和维护通常由 SaaS 提供者处理,从而减轻组织的软体维护负担。协作也大大增强,因为团队可以透过网路连线从任何地方存取和处理应用程式。云端和 SaaS 的快速整合也推动了创新,因为软体供应商可以快速开发和部署新功能和改进。
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.