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市場調查報告書
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1544061

全球資料發現市場

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個工作天內

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簡介目錄

到 2030 年，全球資料發現市場將達到 277 億美元

全球資料發現市場預計 2023 年為 101 億美元，預計到 2030 年將達到 277 億美元，2023 年至 2030 年複合年成長率為 15.6%。 BFSI 產業是本報告分析的細分市場之一，預計複合年成長率為 18.5%，到分析期結束時將達到 102 億美元。分析期間內，IT 和通訊業的複合年成長率預計為 16.6%。

美國市場預計將成長 27 億美元，中國市場複合年成長率為 14.2%。

到 2023 年，美國資料發現市場預計將達到 27 億美元。中國作為世界第二大經濟體，預計2030年市場規模將達41億美元，2023-2030年分析期間複合年成長率為14.2%。其他值得注意的區域市場包括日本和加拿大，在分析期間預計複合年成長率分別為 14.5% 和 12.9%。在歐洲，德國預計複合年成長率為 10.7%。

全球資料發現市場 - 主要趨勢和促進因素總結

什麼是資料發現以及為什麼它對於商業智慧至關重要？

資料發現是一個重要的商業智慧過程，它收集、清理和分析資料以產生可行的見解。此過程使公司能夠發現原始資料中的模式、趨勢和異常，並將其轉換為更易於理解和做出決策的可視化表示形式，例如圖表、熱圖和儀表板。企業每天都會產生大量資料，因此有效導航這些資料並尋找相關資訊的能力至關重要。資料發現工具使用預測分析和機器學習等進階分析來篩選大型資料集並識別傳統分析方法可能無法揭示的重要模式。這不僅增強了決策流程，還簡化了各種業務，從而提高了效率、降低了成本並提高了整體績效。

新興科技如何增強資料發現過程？

現代技術大大提高了資料發現過程的效率和有效性。隨著巨量資料技術的出現，企業現在可以處理比以往更多的資料。由人工智慧和機器學習演算法支援的工具可以自動執行複雜的資料分析任務，減少所需的時間和精力，同時提高準確性。這些技術使系統能夠根據新資料不斷學習和適應，從而隨著時間的推移完善資料發現過程。此外，雲端運算還為各種規模的企業提供了更具可擴展性和靈活性的資料發現解決方案，使高階分析更加民主化。在資料生成呈指數級成長並遍布各個行業的時代，這種可擴展性尤其重要。

組織在實施有效的資料發現時面臨哪些挑戰？

儘管促進資料發現的技術取得了進步，但組織在有效實施這些解決方案方面仍然面臨重大挑戰。主要挑戰之一是資料品管。資料發現高度依賴輸入資料的質量，因此確保資料的清潔性、完整性和準確性至關重要。另一個挑戰是將資料發現工具與現有IT基礎設施整合以克服相容性問題。此外，還存在著技能差距的挑戰，因為並非所有員工都同樣擅長使用這些先進工具。組織通常必須投資於培訓和發展，以幫助員工充分利用這些技術。最後，隨著資料外洩和網路安全威脅的增加，確保發現過程中使用的資料的安全變得更加重要和困難。

是什麼推動了資料發現市場的成長？

有幾個因素正在推動資料發現市場的成長，最顯著的是企業產生的資料不斷增加以及對資料主導決策的需求不斷成長。隨著各行各業的公司將其業務數位化，對能夠分析大型資料集並提取有價值見解的強大分析工具的需求不斷成長。此外，向自助分析平台的轉變也推動了市場向前發展，該平台允許非專家用戶無需 IT 干預即可產生見解。此類平台使組織內的更多使用者能夠直接接觸資料，培養更具資料素養的文化，並推動對資料發現解決方案的需求。此外，人工智慧和機器學習的不斷進步正在增強資料發現工具的能力，使其更加準確和高效。經濟因素，例如在快速變化的市場中保持競爭力和敏捷性的需要，在採用資料發現技術時也發揮著重要作用。這種技術、經濟和組織動態的結合確保了資料發現市場的強勁成長，並強調了商業智慧和分析在未來的重要角色。

受訪企業範例（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.

目錄

第1章調查方法

第 2 章執行摘要

  • 市場概況
  • 主要企業
  • 市場趨勢和促進因素
  • 全球市場展望

第3章市場分析

  • 美國
  • 加拿大
  • 日本
  • 中國
  • 歐洲
  • 法國
  • 德國
  • 義大利
  • 英國
  • 其他歐洲國家
  • 亞太地區
  • 其他領域

第4章 比賽

簡介目錄
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