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市场调查报告书
商品编码
1736485

资料搜寻软体市场规模（按平台、最终用户产业、地理划分）预测至 2025 年

Data Discovery Software Market Size By Platform (Desktop, Web, Mobile), By End-User Industry (Banking, Financial Services & Insurance (BFSI), Retail, Telecom, Healthcare, Energy, Education), By Geographic Scope And Forecast
出版日期: | 出版商: Verified Market Research | 英文 | 商品交期: 2-3个工作天内

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简介目录

数据搜寻软体市场规模与预测

近年来，数据搜寻软体市场规模一直保持显着增长，预计在市场估计和预测期（2026-2032 年）内将大幅增长。

数据搜寻软体是用于探索、分析和视觉化来自多个来源的大量数据以发现有用的见解和模式的工具和技术的集合。

本质上，它使用户能够有效地浏览复杂的资料库，发现模式、相关性和异常，并提取可操作的情报。

该软体通常包括数据分析、数据视觉化、进阶分析和互动式仪表板等功能。

此外，数据搜寻软体具有广泛的应用，包括商业智慧、市场研究、财务分析、客户关係管理和科学研究。

数据搜寻软体市场动态

影响数据搜寻软体市场的关键市场动态是：

关键市场驱动因素

资料量不断增加：当今的组织正在从客户互动、业务活动、物联网设备等中产生前所未有的规模的资料。有效地处理和分析如此大量的数据并提取有价值的见解需要先进的数据搜寻软体，而这正在推动市场成长。

法规遵循与风险管理：为了遵守 GDPR 和 CCPA 等严格的资料保护法规，企业必须采用有效的资料管理方法。数据搜寻软体可以轻鬆识别和分类敏感讯息，帮助企业降低风险并遵守法律要求。

人工智慧和机器学习的进步：数据发现工具现在由人工智慧和机器学习技术支持，可提供自动模式识别、预测分析和智慧洞察，从而提高软体的有效性及其市场采用率。

数据主导决策的需求：在当今竞争激烈的商业环境中，数据主导决策对于成功至关重要。基于最新数据的明智决策对于业务扩展至关重要。数据搜寻软体提供了全面的数据观点，使企业能够获得切实可行的洞察，从而推动市场需求。

主要问题

资料隐私和安全性问题：资料搜寻软体会存取和分析大量敏感资讯，这使得资料隐私和安全性成为一个重大问题。企业必须应对复杂的法律规范并防范违规行为，因此需要不断提高安全意识并升级安全通讯协定，而这阻碍了其发展。

资料品质与资料孤岛：资料品质低落以及企业内部资料孤岛的存在严重阻碍了资料发现技术的有效性。软体必须能够清理、标准化和整合来自多个来源的资料——所有这些任务都极具挑战性且耗费资源，影响市场的成长。

技能差距与使用者采用：资料搜寻软体的复杂性要求使用者俱备一定的技术专长，进而造成技能差距。企业在鼓励使用者采用和提供充足的培训以充分发挥这些技术的潜力方面持续面临障碍，从而限制了市场扩张。

主要趋势

转向自助式分析：自助式资料发现技术日益流行，将分析功能交到非技术业务使用者的手中。数据分析的民主化将改善企业各层面的决策，并推动创新和效率。

云端基础的数据发现解决方案：向云端运算的转变持续影响着数据搜寻软体市场。这些解决方案可扩展、灵活且经济高效，使企业能够满足不断增长的数据需求，同时支援远距工作环境。

专注于协作数据发现：数据搜寻软体正变得越来越协作，使数据科学家、分析师和业务用户能够协同工作并共用知识。这种协作分析的趋势正在企业内部培育更一致的数据文化，并提高产生的洞察的整体品质。

数据搜寻软体市场的区域分析

数据搜寻软体市场的详细区域分析如下：

北美洲

VMR 分析师预计，北美将在预测期内主导数据搜寻软体市场。北美，尤其是美国，拥有高度先进的技术基础设施，可轻鬆部署和整合现代数据发现解决方案，使企业能够成功利用这些工具进行数据分析和洞察，从而巩固该地区的市场主导地位。

云端运算技术的快速普及为云端基础的数据发现工具创造了理想的环境，这一趋势使企业能够灵活且经济高效地扩展其数据分析能力，从而加强北美在行业中的领导地位。

严格的资料安全法规和对资料管治的重视，迫使北美公司投资资料搜寻软体。这些技术透过确保资料得到正确识别、分类和维护，帮助他们遵守GDPR和CCPA等要求。

此外，北美拥有许多知名的数据搜寻软体供应商，塑造了竞争激烈、创新性极强的产业格局。这些产业巨头的入驻，加上持续的研发投入，巩固了该地区透过为企业提供尖端解决方案而确立的地位。

亚太地区

预计亚太地区将在预测期内实现最高成长。亚太地区各行各业正在经历快速的数位转型。这种数位化转型推动了对数据搜寻软体的需求，用于管理、分析和利用企业产生的大量数据，从而加速该地区的市场成长。

印度、中国和东南亚国家的科技新兴企业公司和中小企业的崛起正在推动亚太市场的成长，因为这些企业越来越多地采用数据搜寻软体等数据分析解决方案来获得竞争优势。

云端应用以其经济高效、可扩展性和灵活性，在亚太地区迅速普及。这一趋势推动了云端基础的数据发现解决方案的部署，使其更容易被该地区各种规模的企业所采用。

此外，亚太地区各国政府正积极推动数位化和数位经济的成长。数据搜寻软体的使用受到旨在改善数位基础设施和增加公共和私营部门数据分析应用的倡议的推动。

欧洲

欧洲严格的资料保护要求，尤其是《一般资料保护规范》（GDPR），正在刺激资料发现工具的使用。企业需要使用先进的工具来检验合规性，确保适当的资料隐私控制，并限制与资料外洩相关的风险。

欧洲拥有高度发展的IT基础设施，使企业能够无缝整合和利用资料搜寻软体，促进复杂资料分析流程的处理，并鼓励企业采用这些解决方案来更深入地了解其业务。

新兴经济体高度重视创新和研发，尤其是在科技业。随着企业和政府纷纷投资先进的分析技术，以推动创新并保持竞争优势，这种环境正在推动数据搜寻软体产业的扩张。

此外，欧洲对云端运算的接受度和使用率不断提高，为云端基础的数据发现解决方案提供了坚实的基础，因为企业渴望利用云端的灵活性、可扩展性和成本节约，从而推动该地区的市场成长。

数据搜寻软体市场区隔分析

数据搜寻软体市场根据平台、最终用户产业垂直和地区进行细分。

数据搜寻软体市场（按平台）

  • 桌面
  • 网路
  • 移动的

根据平台，市场细分为桌面、Web 和行动。由于 Web 技术提供的灵活性、可存取性和可扩展性，Web 平台预计将主导资料发现软体市场。企业选择基于 Web 的资料发现解决方案，是因为它允许使用者在任何有网路存取的装置上随时随地存取资料和分析工具。这种适应性在当今动态的商业环境中至关重要，并支持日益增长的远距工作和分散式团队趋势。

数据搜寻软体市场（按最终用户行业划分）

  • 银行、金融服务和保险（BFSI）
  • 零售
  • 电信
  • 卫生保健
  • 活力
  • 教育
  • 其他的

根据终端用户产业，市场细分为银行和金融服务保险 (BFSI)、零售、电信、医疗保健、能源、教育等。预计在预测期内，银行和金融服务保险 (BFSI) 终端用户行业将占据数据发现软体市场的大部分份额，因为 BFSI 行业对数据管理和分析至关重要，需要改进决策、风险管理和客户服务。金融机构正在使用数据发现技术来洞察客户行为、检测诈欺行为、遵守监管规定并提供客製化的金融服务。交易产生的数据的复杂性和海量性，以及严格的法规环境，都需要高阶分析技能。

数据搜寻软体市场（按地区）

  • 北美洲
  • 欧洲
  • 亚太地区
  • 其他的

根据地区划分，数据搜寻软体市场分为北美、欧洲、亚太地区和世界其他地区。预计北美将在预测期内占据数据搜寻软体市场的最大份额。该地区拥有高度发展的技术基础设施，有利于先进资料发现和分析解决方案的实施和整合。北美拥有许多顶级软体供应商，受益于持续的技术创新和竞争激烈的市场环境。云端运算技术的广泛应用促进了灵活且可扩展的资料发现系统的部署。

主要参与企业

  • 资料搜寻软体市场研究报告提供了针对全球市场的宝贵见解，主要参与企业包括 Microsoft Power BI、Tableau、QlikView、Looker、Domo、Sisense、Tibco Spotfire、MicroStrategy、Yellowfin、Zoho Analytics、ThoughtSpot、Board、SiSense Infusomo、AlnetSoft D儘管 D00bench、Som Analytics, Workbench。

我们的市场分析还包含一个专门针对这些关键参与企业的部分，我们的分析师将在其中提供所有关键参与企业财务报表的深入分析，以及产品基准评效和 SWOT 分析。竞争格局部分还包括对上述参与企业在全球范围内的关键发展策略、市场占有率和市场排名的分析。

  • 数据搜寻软体市场的最新趋势
  • 2024 年 3 月，资料隐私和安全公司 Spirion 在题为「Spirion 在 GenAI 扩展中坚持核心资料保护原则」的新闻稿中强调了在生成式人工智慧 (GenAI) 出现的情况下对核心资料保护原则的必要性。

目录

第1章 资料搜寻软体的全球市场介绍

  • 市场概览
  • 研究范围
  • 先决条件

第二章执行摘要

第三章：已验证的市场研究调查方法

  • 资料探勘
  • 验证
  • 第一手资料
  • 资料来源列表

第四章全球资料搜寻软体市场展望

  • 概述
  • 市场动态
    • 驱动程式
    • 限制因素
    • 机会
  • 波特五力模型
  • 价值链分析

第五章 全球资料搜寻软体市场（按平台）

  • 概述
  • 桌面
  • 网路
  • 移动的

第六章全球资料搜寻软体市场（依产业垂直划分）

  • 概述
  • BFSI
  • 零售
  • 电信
  • 卫生保健
  • 活力
  • 教育

7. 全球数据搜寻软体市场（按地区）

  • 概述
  • 北美洲
    • 美国
    • 加拿大
    • 墨西哥
  • 欧洲
    • 德国
    • 英国
    • 法国
    • 其他欧洲国家
  • 亚太地区
    • 中国
    • 日本
    • 印度
    • 其他亚太地区
  • 其他的
    • 拉丁美洲
    • 中东

第八章全球数据搜寻软体市场的竞争格局

  • 概述
  • 各公司市场排名
  • 重点发展策略

第九章 公司简介

  • QlikTech International AB
  • TABLEAU SOFTWARE
  • Microsoft Corporation
  • Alteryx Inc.
  • MicroStrategy Inc.
  • Logi Analytics
  • ClearStory Data
  • TIBCO Software Inc.
  • SAS Institute Inc.
  • Pentaho Corporation

第十章 附录

  • 相关调查
简介目录
Product Code: 36924

Data Discovery Software Market Size And Forecast

Data Discovery Software Market size is growing at a faster pace with substantial growth rates over the last few years and is estimated that the market will grow significantly in the forecasted period i.e. 2026 to 2032.

Data Discovery Software is a collection of tools and technologies for exploring, analyzing, and visualizing massive amounts of data from multiple sources to discover useful insights and patterns.

Essentially, it enables users to effectively browse complex databases, find patterns, correlations, and anomalies, and extract actionable intelligence.

This software usually contains capabilities like data profiling, data visualization, advanced analytics, and interactive dashboards.

Furthermore, data discovery software has a wide range of applications, including business intelligence, market research, financial analysis, customer relationship management, and scientific research.

Data Discovery Software Market Dynamics

The key market dynamics that are shaping the data discovery software market include:

Key Market Drivers

Increasing Data Volumes: Organizations today generate data on an unprecedented scale, including customer interactions, company activities, and IoT devices. This massive amount of data requires sophisticated data discovery software to efficiently process, analyze, and extract valuable insights, hence driving market growth.

Regulatory Compliance and Risk Management: To comply with severe data protection rules such as GDPR and CCPA, companies have to employ effective data management. Data discovery software makes it easier to identify and classify sensitive information, allowing firms to reduce risks and comply with legal requirements.

Advancements in AI and Machine Learning: The use of AI and machine learning technology into data finding tools has greatly expanded their possibilities. These technologies offer automatic pattern identification, predictive analytics, and intelligent insights, increasing the software's effectiveness and market uptake.

Need for Data-Driven Decision-Making: Data-driven decision-making is essential for success in today's cutthroat business environment. Well-informed judgments based on up-to-date data are critical for the company's expansion. Data discovery software enables enterprises to gain actionable insights by offering a comprehensive perspective of their data landscape, hence driving market demand.

Key Challenges:

Data Privacy and Security Concerns: Data discovery software accesses and analyzes massive volumes of sensitive information, making data privacy and security a big concern. Companies need to navigate complex regulatory frameworks and protect against breaches, which requires continual awareness and upgrades to security protocols, hence inhibiting market development.

Data Quality and Silos: Poor data quality and the presence of data silos within businesses greatly reduce the efficacy of data discovery technologies. The software must be capable of cleaning, standardizing, and integrating data from several sources, all of which are difficult and resource-intensive operations that have an impact on market growth.

Skill Gap and User Adoption: The intricacy of data discovery software necessitates a certain amount of technical expertise from users, creating a skills gap. Organizations continue to have hurdles in encouraging user adoption and providing enough training to fully utilize the potential of these technologies, limiting market expansion.

Key Trends:

Shift Towards Self-service Analytics: There is an increasing trend for self-service data discovery technologies that allow business users with little technical knowledge to undertake analysis. This democratization of data analytics improves decision-making at all levels of a business, hence increasing innovation and efficiency.

Cloud-based Data Discovery Solutions: The change to cloud computing continues to have an impact on the data discovery software market, as more enterprises use cloud-based solutions. These solutions are scalable, flexible, and cost-effective, allowing enterprises to meet their expanding data needs while supporting remote work environments.

Focus on Collaborative Data Discovery: Data discovery software is becoming more collaborative, allowing data scientists, analysts, and business users to work together and share their knowledge. This trend toward collaborative analytics promotes a more coherent data culture within firms, hence improving the overall quality of insights generated.

Data Discovery Software Market Regional Analysis

Here is a more detailed regional analysis of the data discovery software market:

North America:

According to VMR Analyst, North America is estimated to dominate the data discovery software market during the forecast period. North America, particularly the United States, has a very advanced technology infrastructure. This makes it easier to adopt and integrate modern data discovery solutions, allowing organizations to successfully use these tools for data analysis and insights, contributing to the region's market supremacy.

The region's rapid adoption of cloud computing technology creates an ideal setting for cloud-based data discovery tools. This trend enables firms to extend their data analytics capabilities flexibly and cost-effectively, strengthening North America's industry leadership.

With rigorous data security rules and an emphasis on data governance, North American enterprises are obligated to invest in data discovery software. These technologies help to comply with requirements such as GDPR and CCPA by ensuring that data is correctly identified, classed, and maintained.

Furthermore, North America has a large number of prominent data discovery software vendors, resulting in a competitive and innovative industry landscape. The presence of these industry giants, together with their ongoing investment in R&D, drives the region's dominance by providing cutting-edge solutions to businesses.

Asia Pacific:

The Asia Pacific region is estimated to exhibit the highest growth during the forecast period. The Asia Pacific region is experiencing fast digital transformation across a variety of industries. This digital transition is driving demand for data discovery software to manage, analyze, and use the growing volumes of data generated by enterprises, accelerating market growth in this region.

India, China, and Southeast Asian countries are experiencing an increase in tech startups and SMEs. These firms are increasingly embracing data analytics solutions, such as data discovery software, to obtain a competitive advantage, which is driving market growth in Asia Pacific.

Cloud application is increasing rapidly in the Asia Pacific region due to its cost-effectiveness, scalability, and flexibility. This trend enables the deployment of cloud-based data discovery solutions, making them more accessible to enterprises of all sizes in the region.

Furthermore, governments of the Asia Pacific are actively pushing digitization and the growth of the digital economy. The use of data discovery software is being driven by initiatives aiming at improving digital infrastructure and boosting the use of data analytics in both the public and private sectors.

Europe:

Europe's rigorous data protection requirements, particularly the General Data Protection Regulation (GDPR), stimulate the usage of data discovery tools. Businesses must use sophisticated tools to verify compliance, manage data privacy properly, and limit the risks associated with data breaches.

Europe has a highly developed IT infrastructure, which allows enterprises to seamlessly integrate and exploit data discovery software. This infrastructure facilitates the processing of complicated data analytics processes, encouraging firms to implement these solutions to obtain deeper insights into their operations.

European countries place a great emphasis on innovation, research, and development, especially in the technology industry. This climate encourages the expansion of data discovery software industries, as firms and governments invest in advanced analytics technologies to drive innovation and preserve a competitive advantage.

Furthermore, the growing acceptance and usage of cloud computing in Europe create a solid foundation for cloud-based data discovery solutions. Organizations are eager to take advantage of the cloud's flexibility, scalability, and cost savings, which are fueling regional market growth.

Data Discovery Software Market: Segmentation Analysis

The Data Discovery Software Market is segmented based on Platform, End-User Industry, And Geography.

Data Discovery Software Market, By Platform

  • Desktop
  • Web
  • Mobile

Based on Platform, the market is segmented into Desktop, Web, and Mobile. The web-based segment is estimated to dominate the data discovery software market due to the flexibility, accessibility, and scalability that web-based technologies provide. Organizations choose web-based data discovery solutions because they allow users to access data and analytical tools from any location, at any time, and on any device with internet access. This adaptability is essential in today's dynamic business environments, and it supports the growing trend of remote work and distributed teams.

Data Discovery Software Market, By End-User Industry

  • Banking, Financial Services and Insurance (BFSI)
  • Retail
  • Telecom
  • Healthcare
  • Energy
  • Education
  • Others

Based on the End-User Industry, the market is segmented into BFSI, Retail, Telecom, Healthcare, Energy, Education, and Others. The banking, financial services & insurance (BFSI) end-user industry is estimated to hold the majority share in the forecast period in the data discovery software market due to the BFSI sector's vital requirement for data management and analytics to improve decision-making, risk management, and customer service. Financial institutions use data discovery technologies to acquire insights into client behavior, detect fraud, comply with regulatory obligations, and deliver tailored financial services. The complexity and volume of data generated by transactions, together with the strict regulatory environment, need advanced analytics skills.

Data Discovery Software Market, By Geography

  • North America
  • Europe
  • Asia Pacific
  • Rest of the World

Based on Geography, the data discovery software market is classified into North America, Europe, Asia Pacific, and the Rest of the World. North America region is estimated to hold the largest share of the data discovery software market during the forecast period. The region has a highly developed technology infrastructure, which makes it easier to implement and integrate advanced data discovery and analytics solutions. North America, which is home to a large number of top software suppliers, benefits from ongoing innovation and a competitive market environment. The widespread adoption of cloud computing technology facilitates the implementation of flexible and scalable data discovery systems.

Key Players

  • The "Data Discovery Software Market" study report will provide valuable insight with an emphasis on the global market. The major players in the market are Microsoft Power BI, Tableau, QlikView, Looker, Domo, Sisense, Tibco Spotfire, MicroStrategy, Yellowfin, Zoho Analytics, ThoughtSpot, Board, SiSense Infusion, InetSoft Domo Workbench, SAP Analytics Cloud, Pyramid Analytics, Alteryx, PowerPlay, Jaspersoft and Oracle Analytics Cloud.

Our market analysis also entails a section solely dedicated to such major players wherein our analysts provide an insight into the financial statements of all the major players, along with product benchmarking and SWOT analysis. The competitive landscape section also includes key development strategies, market share, and market ranking analysis of the above-mentioned players globally.

  • Data Discovery Software Market Recent Developments
  • In March 2024, Spirion, a data privacy and security company, highlighted the necessity of core data protection disciplines amidst the emergence of Generative AI (GenAI) in a news release titled "Spirion Upholds Core Data Protection Disciplines Amidst GenAI Expansion".

TABLE OF CONTENTS

1 INTRODUCTION OF GLOBAL DATA DISCOVERY SOFTWARE MARKET

  • 1.1 Overview of the Market
  • 1.2 Scope of Report
  • 1.3 Assumptions

2 EXECUTIVE SUMMARY

3 RESEARCH METHODOLOGY OF VERIFIED MARKET RESEARCH

  • 3.1 Data Mining
  • 3.2 Validation
  • 3.3 Primary Interviews
  • 3.4 List of Data Sources

4 GLOBAL DATA DISCOVERY SOFTWARE MARKET OUTLOOK

  • 4.1 Overview
  • 4.2 Market Dynamics
    • 4.2.1 Drivers
    • 4.2.2 Restraints
    • 4.2.3 Opportunities
  • 4.3 Porters Five Force Model
  • 4.4 Value Chain Analysis

5 GLOBAL DATA DISCOVERY SOFTWARE MARKET, BY PLATFORM

  • 5.1 Overview
  • 5.2 Desktop
  • 5.3 Web
  • 5.4 Mobile

6 GLOBAL DATA DISCOVERY SOFTWARE MARKET, BY VERTICAL

  • 6.1 Overview
  • 6.2 BFSI
  • 6.3 Retail
  • 6.4 Telecom
  • 6.5 Healthcare
  • 6.6 Energy
  • 6.7 Education

7 GLOBAL DATA DISCOVERY SOFTWARE MARKET, BY GEOGRAPHY

  • 7.1 Overview
  • 7.2 North America
    • 7.2.1 U.S.
    • 7.2.2 Canada
    • 7.2.3 Mexico
  • 7.3 Europe
    • 7.3.1 Germany
    • 7.3.2 U.K.
    • 7.3.3 France
    • 7.3.4 Rest of Europe
  • 7.4 Asia Pacific
    • 7.4.1 China
    • 7.4.2 Japan
    • 7.4.3 India
    • 7.4.4 Rest of Asia Pacific
  • 7.5 Rest of the World
    • 7.5.1 Latin America
    • 7.5.2 Middle East

8 GLOBAL DATA DISCOVERY SOFTWARE MARKETCOMPETITIVE LANDSCAPE

  • 8.1 Overview
  • 8.2 Company Market Ranking
  • 8.3 Key Development Strategies

9 COMPANY PROFILES

  • 9.1 QlikTech International AB
    • 9.1.1 Overview
    • 9.1.2 Financial Performance
    • 9.1.3 Product Outlook
    • 9.1.4 Key Developments
  • 9.2 TABLEAU SOFTWARE
    • 9.2.1 Overview
    • 9.2.2 Financial Performance
    • 9.2.3 Product Outlook
    • 9.2.4 Key Developments
  • 9.3 Microsoft Corporation
    • 9.3.1 Overview
    • 9.3.2 Financial Performance
    • 9.3.3 Product Outlook
    • 9.3.4 Key Developments
  • 9.4 Alteryx Inc.
    • 9.4.1 Overview
    • 9.4.2 Financial Performance
    • 9.4.3 Product Outlook
    • 9.4.4 Key Developments
  • 9.5 MicroStrategy Inc.
    • 9.5.1 Overview
    • 9.5.2 Financial Performance
    • 9.5.3 Product Outlook
    • 9.5.4 Key Developments
  • 9.6 Logi Analytics
    • 9.6.1 Overview
    • 9.6.2 Financial Performance
    • 9.6.3 Product Outlook
    • 9.6.4 Key Developments
  • 9.7 ClearStory Data
    • 9.7.1 Overview
    • 9.7.2 Financial Performance
    • 9.7.3 Product Outlook
    • 9.7.4 Key Developments
  • 9.8 TIBCO Software Inc.
    • 9.8.1 Overview
    • 9.8.2 Financial Performance
    • 9.8.3 Product Outlook
    • 9.8.4 Key Developments
  • 9.9 SAS Institute Inc.
    • 9.9.1 Overview
    • 9.9.2 Financial Performance
    • 9.9.3 Product Outlook
    • 9.9.4 Key Developments
  • 9.10 Pentaho Corporation
    • 9.10.1 Overview
    • 9.10.2 Financial Performance
    • 9.10.3 Product Outlook
    • 9.10.4 Key Developments

10 Appendix

  • 10.1 Related Research