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高阶分析市场：2023 年至 2028 年预测
市场调查报告书
商品编码
1410226

高阶分析市场：2023 年至 2028 年预测

Advanced Analytics Market - Forecasts from 2023 to 2028
出版日期: | 出版商: Knowledge Sourcing Intelligence | 英文 122 Pages | 商品交期: 最快1-2个工作天内

价格
简介目录

高阶分析市场预计到 2028 年市场规模将从 2021 年的 244.16 亿美元增至 1,258.47 亿美元，预测期内复合年增长率为 26.40%。

高阶分析包括对可用资料的自主或半自动探索，以产生可增强决策的有价值的见解。透过组织、过滤、解释和预测资料来产生对组织的规划和策略开拓产生更大影响的业务成果，变得更加资料主导并与未来的市场状况更加紧密地结合。

此外，云端技术的日益采用和技术普及的扩大在高阶分析市场的发展中发挥着至关重要的作用。因为它们有助于提供丰富的可用资料，并进一步增强对消费者偏好的洞察。例如，IBM(R) Cognos(R) Analytics 透过人工智慧驱动的见解为组织提供资料驱动的决策支援。最新版本在与 IBM资料结构架构无缝整合的单一安全环境中扩展了分析功能。人工智慧和机器学习 (ML) 的整合使用户能够发现隐藏的资料模式，并清晰地视觉化用于生成见解和预测的方法。

最终用户产业增加了高阶分析适用性的部署，推动了市场发展

该行业的成长得益于 IT、电信、医疗保健、BFSI、消费品、零售等领域的主要企业越来越多地采用高阶分析解决方案，例如客户和业务分析。这些解决方案帮助我们有效管理庞大的客户和资料库。此外，许多领先的公司正在整合先进的分析来提高收益、增强分析能力并更好地管理风险。

飞利浦《2022 年未来健康指数》报告的资料显示，近年来，各国医疗保健产业对预测分析工具的采用率显着成长。根据《2022 年报告》，新加坡已成为医疗保健领域采用预测分析的领导者，采用率高达 92%，令人印象深刻。中国紧随其后，采用率达到 79%，巴西、美国、印尼、义大利、法国和印度等几个国家的采用率仍在不断提高，从 59% 增加到 66%。因此，预测分析在医疗保健领域的强劲采用趋势显示了进阶分析的更广泛趋势。医疗保健提供者越来越多地利用预测分析来实现更有效率、资料主导的决策，从而推动高阶分析市场的成长。

此外，人工智慧整合资料分析解决方案目前正应用于医疗资料挖掘，以製定量身定制的治疗计划。例如，2021 年 2 月，IBM 与专门从事巨量资料分析的软体公司 Palantir Technologies 合作，为医疗保健提供者、研究人员和研究机构提供一致的资料集。这种合作使他们能够分析资料并产生有利于企业和患者的结果。

美国高级分析市场预计将稳定成长。

在美国，甲骨文公司、IBM等公司已进入该市场，且技术渗透不断推进，预计将占据较大市场份额。此外，社群媒体在国内已经非常普及，这也是市场的一个主要因素。此外，该国还提供基础设施，帮助企业在这一领域取得优异成绩。

利用该国不断增长的成长，各公司正在合作提供一流的技术。例如，2022 年 8 月，总部位于美国北卡罗来纳州的 SAS 与总部位于美国旧金山的 SingleStore 合作提供下一代资料和分析架构。这种合作关係旨在消除存取资料的障碍，最大限度地提高效能和可扩展性，并最终揭示关键的资料主导的见解。

此外，各公司正在合作开发新产品，以帮助个人进行数位转型。例如，2021 年 12 月，CVS Health 与微软宣布建立策略合作伙伴关係，共同开发创新解决方案，协助消费者改善健康。 CVS Health 收集的资料和 Microsoft 开发的客製化演算法使客户能够利用 CVS Health 的全通路药局功能获得个人化体验，在消费者最需要的时候提供客製化的健康建议。

市场开拓的主要进展

2023 年 3 月，NVIDIA 做出策略决策，利用Oracle云端基础架构 (OCI) 提供 AI 服务。 Oracle 和 NVIDIA 之间扩大的合作包括在新推出的 Oracle 云端基础架构 (OCI) Supercluster(TM) 上运行 NVIDIA 领先的 AI 应用程式。 2023 年 3 月，DXC 科技公司 Luxoft 与即时房地产监控和观测软体领先供应商 ITRS 宣布建立策略合作伙伴关係，为银行和资本市场平台开发和提供客製化的高阶监控解决方案。 2021 年 11 月，高盛宣布与 Amazon Web Services, Inc. (AWS) 合作推出高盛数据金融云。这项创新套件为金融机构提供客製化的云端基础的资料和分析解决方案。此次合作将改变客户存取、建构和分析云端中资料的方式，使他们能够更快地获得洞察并做出明智的投资选择。

目录

第一章简介

  • 市场概况
  • 市场定义
  • 调查范围
  • 市场区隔
  • 货币
  • 先决条件
  • 基准年和预测年时间表

第二章调查方法

  • 调查资料
  • 先决条件

第三章执行摘要

  • 研究亮点

第四章市场动态

  • 市场驱动因素
  • 市场抑制因素
  • 波特五力分析
  • 产业价值链分析

第五章高阶分析市场：依类型

  • 介绍
  • 预测分析
  • 规范分析
  • 诊断分析
  • 说明分析

第六章 进阶分析市场：依最终使用者产业划分

  • 介绍
  • 通讯和资讯技术
  • 银行/金融
  • 政府和国防
  • 卫生保健
  • 消费品和零售
  • 运输和物流

第七章 进阶分析市场：按地区

  • 介绍
  • 北美洲
    • 美国
    • 加拿大
    • 墨西哥
  • 南美洲
    • 巴西
    • 阿根廷
    • 其他的
  • 欧洲
    • 德国
    • 法国
    • 英国
    • 义大利
    • 西班牙
    • 其他的
  • 中东/非洲
    • 沙乌地阿拉伯
    • 阿拉伯聯合大公国
    • 以色列
    • 其他的
  • 亚太地区
    • 中国
    • 印度
    • 韩国
    • 台湾
    • 泰国
    • 印尼
    • 日本
    • 其他的

第八章竞争环境及分析

  • 主要企业及策略分析
  • 市场占有率分析
  • 合併、收购、协议和合作

第九章 公司简介

  • Microsoft
  • IBM
  • Dell Inc.
  • SAS Institute Inc.
  • Siemens
  • FICO
  • Tibco
简介目录
Product Code: KSI061610581

The advanced analytics market is anticipated to grow at a CAGR of 26.40% during the forecast period and will reach a market size of US$125.847 billion by 2028 from an initial value of US$24.416 billion in 2021.

Advanced analytics encompasses the autonomous or semi-autonomous examination of available data to produce valuable insights that enhance decision-making. It involves organizing, filtering, interpreting, and forecasting data to generate business outcomes that significantly influence an organization's planning and strategy development, making them more data-driven and closely aligned with future market conditions.

In addition, the growing adoption of cloud technology and increased technology penetration play pivotal roles in the advancement of the advanced analytics market. This is because they contribute to the wealth of available data and further enhance the generation of insights into consumer preferences. For example, IBM® Cognos® Analytics enhances data-informed decision-making through AI-powered insights for organizations. The latest release expands its array of analytics features within a single, secure environment seamlessly integrated with IBM's data fabric architecture. This integration with AI and machine learning (ML) empowers users to uncover concealed data patterns and offers clear visibility into the methods used to generate insights and forecasts.

Increased deployment of advanced analytics applicability by end-users industry is propelling the market

The growth of the industry can be attributed to the increased adoption of advanced analytics solutions, such as customer and business analytics, by major organizations in sectors like IT, telecom, healthcare, BFSI, consumer goods, and retail. These solutions aid in the efficient management of their extensive customer and asset databases. Moreover, many significant businesses are integrating advanced analytics to boost their revenue, enhance their analytical capabilities, and fortify risk management practices.

The data from the Philips Future Health Index 2022 reports reveals a substantial growth in the rate of adoption of predictive analytics tools by the countries in the healthcare industry in recent years. According to the report 2022, Singapore emerges as the top leader in the adoption of predictive analytics in healthcare with an impressive 92% adoption rate. China closely follows at 79%, while several countries, including Brazil, the United States, Indonesia, Italy, France, and India, are still in the process of growing their adoption rates, ranging from 59% to 66%. Thus, the robust adoption of predictive analytics in healthcare signifies a broader trend in advanced analytics. As healthcare providers increasingly utilize predictive analytics for more efficient and data-driven decision-making, it catalyzes the growth of the advanced analytics market

Furthermore, AI-integrated data analytics solutions are now applied in healthcare data mining to develop tailored treatment plans, for example, in February 2021, IBM joined forces with Palantir Technologies, a software company specializing in big data analytics, to provide consistent datasets for healthcare providers, researchers, and institutions. This collaboration allows them to analyze data and generate outcomes that benefit their businesses and patients.

The USA's advanced analytics market is anticipated to grow steadily.

The USA is expected to hold a significant share in the market due to increased penetration of technology in the country coupled with the presence of players such as Oracle Corporation, and IBM in the country. Additionally, in the country, the adoption of social media is significant, which is also one of the major reasons for the market. Moreover, the country provides an infrastructure to the companies which helps them excel in the field.

Taking advantage of increasing growth in the country companies are collaborating to deliver best-in-class technologies. For instance, in August 2022, SAS headquartered in North Carolina, USA, and SingleStore headquartered in San Francisco, USA partnered to deliver next-generation data and analytics architecture. This partnership aims to remove data barriers to access data, maximize performance and scalability, and lastly uncover key data-driven insights.

Moreover, companies are collaborating to develop new products that can help in the digital transformation of an individual. For instance, in December 2021, CVS Health and Microsoft announced a strategic alliance that will develop innovative solutions that will help consumers improve their health. The data collected by CVS Health and the customized algorithm developed by Microsoft will help the customer have a personalized experience with CVS Health's omnichannel pharmacy capabilities and it will deliver customized health recommendations as and when the consumer requires them.

Market Key Developments

  • In March 2023, NVIDIA made the strategic decision to utilize Oracle Cloud Infrastructure (OCI) for AI services. This extension of the collaboration between Oracle and NVIDIA involves the operation of key NVIDIA AI applications on the newly introduced Oracle Cloud Infrastructure (OCI) Supercluster™.
  • In March 2023, Luxoft, a DXC Technology Company, and ITRS, a leading provider of real-time estate monitoring and observability software, unveiled a strategic partnership to create and provide advanced monitoring solutions tailored for banking and capital markets platforms.
  • In November 2021, Goldman Sachs introduced the Goldman Sachs Financial Cloud for Data in collaboration with Amazon Web Services, Inc. (AWS). This innovative suite offers cloud-based data and analytics solutions tailored for financial institutions. This partnership transforms the way clients access, structure, and analyze data in the cloud, enabling them to swiftly acquire insights and make well-informed investment choices.

Segmentation:

By Type

  • Predictive Analytics
  • Prescriptive Analytics
  • Diagnostic Analytics
  • Descriptive Analytics

By End-User Industry

  • Telecom and IT
  • Banking and Finance
  • Government and Defence
  • Healthcare
  • Consumer Goods and Retail
  • Transportation and Logistics

By Geography

  • North America
  • USA
  • Canada
  • Mexico
  • South America
  • Brazil
  • Argentina
  • Others
  • Europe
  • Germany
  • France
  • United Kingdom
  • Italy
  • Spain
  • Others
  • Middle East, and Africa
  • Saudi Arabia
  • UAE
  • Israel
  • Others
  • Asia Pacific
  • China
  • India
  • South Korea
  • Taiwan
  • Thailand
  • Indonesia
  • Japan
  • Others

TABLE OF CONTENTS

1. INTRODUCTION

  • 1.1. Market Overview
  • 1.2. Market Definition
  • 1.3. Scope of the Study
  • 1.4. Market Segmentation
  • 1.5. Currency
  • 1.6. Assumptions
  • 1.7. Base, and Forecast Years Timeline

2. RESEARCH METHODOLOGY

  • 2.1. Research Data
  • 2.2. Assumptions

3. EXECUTIVE SUMMARY

  • 3.1. Research Highlights

4. MARKET DYNAMICS

  • 4.1. Market Drivers
  • 4.2. Market Restraints
  • 4.3. Porter's Five Force Analysis
    • 4.3.1. Bargaining Power of Suppliers
    • 4.3.2. Bargaining Power of Buyers
    • 4.3.3. Threat of New Entrants
    • 4.3.4. Threat of Substitutes
    • 4.3.5. Competitive Rivalry in the Industry
  • 4.4. Industry Value Chain Analysis

5. ADVANCED ANALYTICS MARKET, BY TYPE

  • 5.1. Introduction
  • 5.2. Predictive Analytics
  • 5.3. Prescriptive Analytics
  • 5.4. Diagnostic Analytics
  • 5.5. Descriptive Analytics

6. ADVANCED ANALYTICS MARKET, BY END-USER INDUSTRY

  • 6.1. Introduction
  • 6.2. Telecom and IT
  • 6.3. Banking and Finance
  • 6.4. Government and Defence
  • 6.5. Healthcare
  • 6.6. Consumer Goods and Retail
  • 6.7. Transportation and Logistics

7. ADVANCED ANALYTICS MARKET, BY GEOGRAPHY

  • 7.1. Introduction
  • 7.2. North America
    • 7.2.1. USA
    • 7.2.2. Canada
    • 7.2.3. Mexico
  • 7.3. South America
    • 7.3.1. Brazil
    • 7.3.2. Argentina
    • 7.3.3. Others
  • 7.4. Europe
    • 7.4.1. Germany
    • 7.4.2. France
    • 7.4.3. United Kingdom
    • 7.4.4. Italy
    • 7.4.5. Spain
    • 7.4.6. Others
  • 7.5. Middle East, and Africa
    • 7.5.1. Saudi Arabia
    • 7.5.2. UAE
    • 7.5.3. Israel
    • 7.5.4. Others
  • 7.6. Asia Pacific
    • 7.6.1. China
    • 7.6.2. India
    • 7.6.3. South Korea
    • 7.6.4. Taiwan
    • 7.6.5. Thailand
    • 7.6.6. Indonesia
    • 7.6.7. Japan
    • 7.6.8. Others

8. COMPETITIVE ENVIRONMENT AND ANALYSIS

  • 8.1. Major Players and Strategy Analysis
  • 8.2. Market Share Analysis
  • 8.3. Mergers, Acquisitions, Agreements, and Collaborations

9. COMPANY PROFILES

  • 9.1. Microsoft
  • 9.2. IBM
  • 9.3. Dell Inc.
  • 9.4. SAS Institute Inc.
  • 9.5. Siemens
  • 9.6. FICO
  • 9.7. Tibco