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市场调查报告书
商品编码
1544061

全球资料发现市场

Data Discovery
出版日期: | 出版商: Global Industry Analysts, Inc. | 英文 196 Pages | 商品交期: 最快1-2个工作天内

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简介目录

到 2030 年，全球资料发现市场将达到 277 亿美元

全球资料发现市场预计 2023 年为 101 亿美元，预计到 2030 年将达到 277 亿美元，2023 年至 2030 年复合年增长率为 15.6%。 BFSI 产业是本报告分析的细分市场之一，预计复合年增长率为 18.5%，到分析期结束时将达到 102 亿美元。分析期间内，IT 和通讯业的复合年增长率预计为 16.6%。

美国市场预计将成长 27 亿美元，中国市场复合年增长率为 14.2%。

到 2023 年，美国资料发现市场预计将达到 27 亿美元。中国作为世界第二大经济体，预计2030年市场规模将达41亿美元，2023-2030年分析期间复合年增长率为14.2%。其他值得注意的区域市场包括日本和加拿大，在分析期间预计复合年增长率分别为 14.5% 和 12.9%。在欧洲，德国预计复合年增长率为 10.7%。

全球资料发现市场 - 主要趋势和驱动因素总结

什么是资料发现以及为什么它对于商业智慧至关重要？

资料发现是一个重要的商业智慧过程，它收集、清理和分析资料以产生可行的见解。此过程使公司能够发现原始资料中的模式、趋势和异常，并将其转换为更易于理解和做出决策的可视化表示形式，例如图表、热图和仪表板。企业每天都会产生大量资料，因此有效导航这些资料并寻找相关资讯的能力至关重要。资料发现工具使用预测分析和机器学习等进阶分析来筛选大型资料集并识别传统分析方法可能无法揭示的重要模式。这不仅增强了决策流程，还简化了各种业务，从而提高了效率、降低了成本并提高了整体绩效。

新兴科技如何增强资料发现过程？

现代技术大大提高了资料发现过程的效率和有效性。随着巨量资料技术的出现，企业现在可以处理比以往更多的资料。由人工智慧和机器学习演算法支援的工具可以自动执行复杂的资料分析任务，减少所需的时间和精力，同时提高准确性。这些技术使系统能够根据新资料不断学习和适应，从而随着时间的推移完善资料发现过程。此外，云端运算还为各种规模的企业提供了更具可扩展性和灵活性的资料发现解决方案，使高阶分析更加民主化。在资料生成呈指数级增长并遍布各个行业的时代，这种可扩展性尤其重要。

组织在实施有效的资料发现时面临哪些挑战？

儘管促进资料发现的技术取得了进步，但组织在有效实施这些解决方案方面仍然面临重大挑战。主要挑战之一是资料品管。资料发现高度依赖输入资料的质量，因此确保资料的清洁性、完整性和准确性至关重要。另一个挑战是将资料发现工具与现有IT基础设施整合以克服相容性问题。此外，还存在着技能差距的挑战，因为并非所有员工都同样擅长使用这些先进工具。组织通常必须投资于培训和发展，以帮助员工充分利用这些技术。最后，随着资料外洩和网路安全威胁的增加，确保发现过程中使用的资料的安全变得更加重要和困难。

是什么推动了资料发现市场的成长？

有几个因素正在推动资料发现市场的成长，最显着的是企业产生的资料不断增加以及对资料主导决策的需求不断增长。随着各行各业的公司将其业务数位化，对能够分析大型资料集并提取有价值见解的强大分析工具的需求不断增长。此外，向自助分析平台的转变也推动了市场向前发展，该平台允许非专家用户无需 IT 干预即可产生见解。此类平台使组织内的更多使用者能够直接接触资料，培养更具资料素养的文化，并推动对资料发现解决方案的需求。此外，人工智慧和机器学习的不断进步正在增强资料发现工具的能力，使其更加准确和高效。经济因素，例如在快速变化的市场中保持竞争力和敏捷性的需要，在采用资料发现技术时也发挥着重要作用。这种技术、经济和组织动态的结合确保了资料发现市场的强劲成长，并强调了商业智慧和分析在未来的重要角色。

受访企业范例（共46家）

  • Birst, Inc.
  • ClearStory Data, Inc.
  • Cloudera, Inc.
  • Datameer, Inc.
  • Datawatch Corporation
  • MicroStrategy, Inc.
  • Oracle Corporation
  • Platfora, Inc.
  • Qlik Technologies, Inc.
  • SAP SE
  • Tableau Software, Inc.
  • TIBCO Software, Inc.

目录

第一章调查方法

第 2 章执行摘要

  • 市场概况
  • 主要企业
  • 市场趋势和驱动因素
  • 全球市场展望

第三章市场分析

  • 美国
  • 加拿大
  • 日本
  • 中国
  • 欧洲
  • 法国
  • 德国
  • 义大利
  • 英国
  • 其他欧洲国家
  • 亚太地区
  • 其他领域

第四章 比赛

简介目录
Product Code: MCP11442

Global Data Discovery Market to Reach US$27.7 Billion by 2030

The global market for Data Discovery estimated at US$10.1 Billion in the year 2023, is expected to reach US$27.7 Billion by 2030, growing at a CAGR of 15.6% over the analysis period 2023-2030. BFSI Vertical, one of the segments analyzed in the report, is expected to record a 18.5% CAGR and reach US$10.2 Billion by the end of the analysis period. Growth in the IT & Telecom Vertical segment is estimated at 16.6% CAGR over the analysis period.

The U.S. Market is Estimated at US$2.7 Billion While China is Forecast to Grow at 14.2% CAGR

The Data Discovery market in the U.S. is estimated at US$2.7 Billion in the year 2023. China, the world's second largest economy, is forecast to reach a projected market size of US$4.1 Billion by the year 2030 trailing a CAGR of 14.2% over the analysis period 2023-2030. Among the other noteworthy geographic markets are Japan and Canada, each forecast to grow at a CAGR of 14.5% and 12.9% respectively over the analysis period. Within Europe, Germany is forecast to grow at approximately 10.7% CAGR.

Global Data Discovery Market - Key Trends and Drivers Summarized

What Is Data Discovery, and Why Is It Integral to Business Intelligence?

Data discovery is a process integral to business intelligence that involves collecting, cleaning, and analyzing data to generate actionable insights. This process enables organizations to unearth patterns, trends, and anomalies from raw data, transforming them into visual representations like graphs, heat maps, and dashboards for easier comprehension and decision-making. As businesses generate vast amounts of data daily, the ability to efficiently navigate through this data to find relevant information is crucial. Data discovery tools use advanced analytics, including predictive analytics and machine learning, to sift through large datasets and identify significant patterns that might not be evident through traditional analysis methods. This not only enhances the decision-making process but also streamlines various business operations, leading to increased efficiency, reduced costs, and improved overall performance.

How Are Modern Technologies Enhancing Data Discovery Processes?

Modern technologies significantly enhance the efficiency and effectiveness of data discovery processes. With the advent of big data technologies, businesses can handle larger volumes of data than ever before. Tools equipped with AI and machine learning algorithms can automate complex data analysis tasks, reducing the time and effort required while increasing accuracy. These technologies allow for the continuous learning and adaptation of systems based on new data, thereby refining the data discovery process over time. Furthermore, cloud computing has facilitated more scalable and flexible data discovery solutions that businesses of all sizes can access, enabling a more democratic use of advanced analytics. This scalability is particularly crucial in an era where data generation is exponential and widespread across various industries.

What Challenges Do Organizations Face in Implementing Effective Data Discovery?

Despite the advancements in technologies facilitating data discovery, organizations still face significant challenges in implementing these solutions effectively. One of the primary challenges is data quality management. As data discovery depends heavily on the input data's quality, ensuring the cleanliness, completeness, and accuracy of this data is paramount. Another challenge is integrating data discovery tools with existing IT infrastructure, which often involves overcoming compatibility issues and can require substantial initial and ongoing investment. Additionally, there is the challenge of skill gaps, as not all employees are equally adept at utilizing these sophisticated tools. Organizations must often invest in training and development to ensure their staff can leverage these technologies fully. Lastly, with the increase in data breaches and cybersecurity threats, ensuring the security of data used in discovery processes is becoming more crucial and challenging.

What Drives the Growth in the Data Discovery Market?

The growth in the data discovery market is driven by several factors, crucially the increasing volume of data generated by businesses and the growing need for data-driven decision-making. As companies across various sectors continue to digitalize their operations, the demand for powerful analytics tools that can parse through large datasets and extract valuable insights becomes more pronounced. Additionally, the shift towards self-service analytics platforms, where non-expert users can generate insights without the need for IT intervention, is also propelling the market forward. These platforms empower more users within an organization to engage with data directly, fostering a more data-literate culture and driving demand for data discovery solutions. Moreover, the continuous advancements in artificial intelligence and machine learning are enhancing the capabilities of data discovery tools, making them more accurate and efficient. Economic factors, such as the need to remain competitive and agile in rapidly changing markets, also play a critical role in adopting data discovery technologies. Combined, these technological, economic, and organizational dynamics ensure robust growth in the data discovery market, highlighting its essential role in the future of business intelligence and analytics.

Select Competitors (Total 46 Featured) -

  • Birst, Inc.
  • ClearStory Data, Inc.
  • Cloudera, Inc.
  • Datameer, Inc.
  • Datawatch Corporation
  • MicroStrategy, Inc.
  • Oracle Corporation
  • Platfora, Inc.
  • Qlik Technologies, Inc.
  • SAP SE
  • Tableau Software, Inc.
  • TIBCO Software, Inc.

TABLE OF CONTENTS

I. METHODOLOGY

II. EXECUTIVE SUMMARY

  • 1. MARKET OVERVIEW
    • Influencer Market Insights
    • Data Discovery - Global Key Competitors Percentage Market Share in 2024 (E)
    • Global Economic Update
    • Competitive Market Presence - Strong/Active/Niche/Trivial for Players Worldwide in 2024 (E)
  • 2. FOCUS ON SELECT PLAYERS
  • 3. MARKET TRENDS & DRIVERS
    • Rising Importance of Data-Driven Decision Making Drives Demand for Data Discovery Solutions
    • Increasing Volume of Big Data Propels Growth of Data Discovery Tools
    • Growing Adoption of AI and Machine Learning Strengthens Business Case for Advanced Data Discovery
    • Technological Advancements in Data Visualization Tools Bode Well for Data Discovery Market
    • Increasing Focus on Customer Insights Drives Adoption of Data Discovery Tools in Marketing
    • Expansion of E-commerce and Retail Sectors Propels Demand for Real-Time Data Discovery
    • Growing Use of Data Discovery in Healthcare Expands Market Opportunities
    • Adoption of Data Discovery in Financial Services Drives Market Growth
    • Growing Focus on Predictive Analytics Sets the Stage for Advanced Data Discovery
    • Expansion of IoT Ecosystem Propels Growth of Data Discovery Tools
  • 4. GLOBAL MARKET PERSPECTIVE
    • TABLE 1: World Recent Past, Current & Future Analysis for Data Discovery by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2023 through 2030 and % CAGR
    • TABLE 2: World 7-Year Perspective for Data Discovery by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets for Years 2024 & 2030
    • TABLE 3: World Recent Past, Current & Future Analysis for BFSI by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2023 through 2030 and % CAGR
    • TABLE 4: World 7-Year Perspective for BFSI by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2024 & 2030
    • TABLE 5: World Recent Past, Current & Future Analysis for Retail & Ecommerce by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2023 through 2030 and % CAGR
    • TABLE 6: World 7-Year Perspective for Retail & Ecommerce by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2024 & 2030
    • TABLE 7: World Recent Past, Current & Future Analysis for Healthcare & Life Sciences by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2023 through 2030 and % CAGR
    • TABLE 8: World 7-Year Perspective for Healthcare & Life Sciences by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2024 & 2030
    • TABLE 9: World Recent Past, Current & Future Analysis for Other Verticals by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2023 through 2030 and % CAGR
    • TABLE 10: World 7-Year Perspective for Other Verticals by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2024 & 2030
    • TABLE 11: World Data Discovery Market Analysis of Annual Sales in US$ Million for Years 2014 through 2030
    • TABLE 12: World Recent Past, Current & Future Analysis for IT & Telecom by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2023 through 2030 and % CAGR
    • TABLE 13: World 7-Year Perspective for IT & Telecom by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2024 & 2030

III. MARKET ANALYSIS

  • UNITED STATES
    • Data Discovery Market Presence - Strong/Active/Niche/Trivial - Key Competitors in the United States for 2024 (E)
    • TABLE 14: USA Recent Past, Current & Future Analysis for Data Discovery by Vertical - BFSI, IT & Telecom, Retail & Ecommerce, Healthcare & Life Sciences and Other Verticals - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 15: USA 7-Year Perspective for Data Discovery by Vertical - Percentage Breakdown of Value Sales for BFSI, IT & Telecom, Retail & Ecommerce, Healthcare & Life Sciences and Other Verticals for the Years 2024 & 2030
  • CANADA
    • TABLE 16: Canada Recent Past, Current & Future Analysis for Data Discovery by Vertical - BFSI, IT & Telecom, Retail & Ecommerce, Healthcare & Life Sciences and Other Verticals - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 17: Canada 7-Year Perspective for Data Discovery by Vertical - Percentage Breakdown of Value Sales for BFSI, IT & Telecom, Retail & Ecommerce, Healthcare & Life Sciences and Other Verticals for the Years 2024 & 2030
  • JAPAN
    • Data Discovery Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Japan for 2024 (E)
    • TABLE 18: Japan Recent Past, Current & Future Analysis for Data Discovery by Vertical - BFSI, IT & Telecom, Retail & Ecommerce, Healthcare & Life Sciences and Other Verticals - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 19: Japan 7-Year Perspective for Data Discovery by Vertical - Percentage Breakdown of Value Sales for BFSI, IT & Telecom, Retail & Ecommerce, Healthcare & Life Sciences and Other Verticals for the Years 2024 & 2030
  • CHINA
    • Data Discovery Market Presence - Strong/Active/Niche/Trivial - Key Competitors in China for 2024 (E)
    • TABLE 20: China Recent Past, Current & Future Analysis for Data Discovery by Vertical - BFSI, IT & Telecom, Retail & Ecommerce, Healthcare & Life Sciences and Other Verticals - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 21: China 7-Year Perspective for Data Discovery by Vertical - Percentage Breakdown of Value Sales for BFSI, IT & Telecom, Retail & Ecommerce, Healthcare & Life Sciences and Other Verticals for the Years 2024 & 2030
  • EUROPE
    • Data Discovery Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Europe for 2024 (E)
    • TABLE 22: Europe Recent Past, Current & Future Analysis for Data Discovery by Geographic Region - France, Germany, Italy, UK and Rest of Europe Markets - Independent Analysis of Annual Sales in US$ Million for Years 2023 through 2030 and % CAGR
    • TABLE 23: Europe 7-Year Perspective for Data Discovery by Geographic Region - Percentage Breakdown of Value Sales for France, Germany, Italy, UK and Rest of Europe Markets for Years 2024 & 2030
    • TABLE 24: Europe Recent Past, Current & Future Analysis for Data Discovery by Vertical - BFSI, IT & Telecom, Retail & Ecommerce, Healthcare & Life Sciences and Other Verticals - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 25: Europe 7-Year Perspective for Data Discovery by Vertical - Percentage Breakdown of Value Sales for BFSI, IT & Telecom, Retail & Ecommerce, Healthcare & Life Sciences and Other Verticals for the Years 2024 & 2030
  • FRANCE
    • Data Discovery Market Presence - Strong/Active/Niche/Trivial - Key Competitors in France for 2024 (E)
    • TABLE 26: France Recent Past, Current & Future Analysis for Data Discovery by Vertical - BFSI, IT & Telecom, Retail & Ecommerce, Healthcare & Life Sciences and Other Verticals - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 27: France 7-Year Perspective for Data Discovery by Vertical - Percentage Breakdown of Value Sales for BFSI, IT & Telecom, Retail & Ecommerce, Healthcare & Life Sciences and Other Verticals for the Years 2024 & 2030
  • GERMANY
    • Data Discovery Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Germany for 2024 (E)
    • TABLE 28: Germany Recent Past, Current & Future Analysis for Data Discovery by Vertical - BFSI, IT & Telecom, Retail & Ecommerce, Healthcare & Life Sciences and Other Verticals - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 29: Germany 7-Year Perspective for Data Discovery by Vertical - Percentage Breakdown of Value Sales for BFSI, IT & Telecom, Retail & Ecommerce, Healthcare & Life Sciences and Other Verticals for the Years 2024 & 2030
  • ITALY
    • TABLE 30: Italy Recent Past, Current & Future Analysis for Data Discovery by Vertical - BFSI, IT & Telecom, Retail & Ecommerce, Healthcare & Life Sciences and Other Verticals - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 31: Italy 7-Year Perspective for Data Discovery by Vertical - Percentage Breakdown of Value Sales for BFSI, IT & Telecom, Retail & Ecommerce, Healthcare & Life Sciences and Other Verticals for the Years 2024 & 2030
  • UNITED KINGDOM
    • Data Discovery Market Presence - Strong/Active/Niche/Trivial - Key Competitors in the United Kingdom for 2024 (E)
    • TABLE 32: UK Recent Past, Current & Future Analysis for Data Discovery by Vertical - BFSI, IT & Telecom, Retail & Ecommerce, Healthcare & Life Sciences and Other Verticals - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 33: UK 7-Year Perspective for Data Discovery by Vertical - Percentage Breakdown of Value Sales for BFSI, IT & Telecom, Retail & Ecommerce, Healthcare & Life Sciences and Other Verticals for the Years 2024 & 2030
  • REST OF EUROPE
    • TABLE 34: Rest of Europe Recent Past, Current & Future Analysis for Data Discovery by Vertical - BFSI, IT & Telecom, Retail & Ecommerce, Healthcare & Life Sciences and Other Verticals - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 35: Rest of Europe 7-Year Perspective for Data Discovery by Vertical - Percentage Breakdown of Value Sales for BFSI, IT & Telecom, Retail & Ecommerce, Healthcare & Life Sciences and Other Verticals for the Years 2024 & 2030
  • ASIA-PACIFIC
    • Data Discovery Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Asia-Pacific for 2024 (E)
    • TABLE 36: Asia-Pacific Recent Past, Current & Future Analysis for Data Discovery by Vertical - BFSI, IT & Telecom, Retail & Ecommerce, Healthcare & Life Sciences and Other Verticals - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 37: Asia-Pacific 7-Year Perspective for Data Discovery by Vertical - Percentage Breakdown of Value Sales for BFSI, IT & Telecom, Retail & Ecommerce, Healthcare & Life Sciences and Other Verticals for the Years 2024 & 2030
  • REST OF WORLD
    • TABLE 38: Rest of World Recent Past, Current & Future Analysis for Data Discovery by Vertical - BFSI, IT & Telecom, Retail & Ecommerce, Healthcare & Life Sciences and Other Verticals - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 39: Rest of World 7-Year Perspective for Data Discovery by Vertical - Percentage Breakdown of Value Sales for BFSI, IT & Telecom, Retail & Ecommerce, Healthcare & Life Sciences and Other Verticals for the Years 2024 & 2030

IV. COMPETITION