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市場調查報告書

商品編碼

1736485

資料搜尋軟體市場規模（按平台、最終用戶產業、地理分類）預測至 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: 2025年05月05日 | 出版商:

Verified Market Research | 英文 | 商品交期: 2-3個工作天內

價格

簡介目錄

數據搜尋軟體市場規模與預測

近年來，數據搜尋軟體市場規模一直保持顯著成長，預計在市場估計和預測期（2026-2032 年）內將大幅成長。

數據搜尋軟體是用於探索、分析和視覺化來自多個來源的大量數據以發現有用的見解和模式的工具和技術的集合。

本質上，它使用戶能夠有效地瀏覽複雜的資料庫，發現模式、相關性和異常，並提取可操作的情報。

該軟體通常包括數據分析、數據視覺化、進階分析和互動式儀表板等功能。

此外，數據搜尋軟體具有廣泛的應用，包括商業智慧、市場研究、財務分析、客戶關係管理和科學研究。

數據搜尋軟體市場動態

影響數據搜尋軟體市場的關鍵市場動態是：

關鍵市場促進因素

資料量不斷增加：當今的組織正在從客戶互動、業務活動、物聯網設備等中產生前所未有的規模的資料。有效地處理和分析如此大量的數據並提取有價值的見解需要先進的數據搜尋軟體，而這正在推動市場成長。

法規遵循與風險管理：為了遵守 GDPR 和 CCPA 等嚴格的資料保護法規，企業必須採用有效的資料管理方法。數據搜尋軟體可以輕鬆識別和分類敏感訊息，幫助企業降低風險並遵守法律要求。

人工智慧和機器學習的進步：數據發現工具現在由人工智慧和機器學習技術支持，可提供自動模式識別、預測分析和智慧洞察，從而提高軟體的有效性及其市場採用率。

數據主導決策的需求：在當今競爭激烈的商業環境中，數據主導決策對於成功至關重要。基於最新數據的明智決策對於業務擴展至關重要。數據搜尋軟體提供了全面的數據觀點，使企業能夠獲得切實可行的洞察，從而推動市場需求。

主要問題

資料隱私和安全性問題：資料搜尋軟體會存取和分析大量敏感資訊，這使得資料隱私和安全性成為一個重大問題。企業必須應對複雜的法律規範並防範違規行為，因此需要不斷提高安全意識並升級安全通訊協定，而這阻礙了其發展。

資料品質與資料孤島：資料品質低落以及企業內部資料孤島的存在嚴重阻礙了資料發現技術的有效性。軟體必須能夠清理、標準化和整合來自多個來源的資料——所有這些任務都極具挑戰性且耗費資源，影響市場的成長。

技能差距與使用者採用：資料搜尋軟體的複雜性要求使用者俱備一定的技術專長，進而造成技能差距。企業在鼓勵使用者採用和提供充足的培訓以充分發揮這些技術的潛力方面持續面臨障礙，從而限制了市場擴張。

主要趨勢

轉向自助式分析：自助式資料發現技術日益流行，將分析功能交到非技術業務使用者的手中。數據分析的民主化將改善企業各層面的決策，並推動創新和效率。

雲端基礎的數據發現解決方案：向雲端運算的轉變持續影響著數據搜尋軟體市場。這些解決方案可擴展、靈活且經濟高效，使企業能夠滿足不斷成長的數據需求，同時支援遠距工作環境。

專注於協作數據發現：數據搜尋軟體正變得越來越協作，使數據科學家、分析師和業務用戶能夠協同工作並共用知識。這種協作分析的趨勢正在企業內部培育更一致的數據文化，並提高產生的洞察的整體品質。

數據搜尋軟體市場的區域分析

數據搜尋軟體市場的詳細區域分析如下：

北美洲

VMR 分析師預計，北美將在預測期內主導數據搜尋軟體市場。北美，尤其是美國，擁有高度先進的技術基礎設施，可輕鬆部署和整合現代數據發現解決方案，使企業能夠成功利用這些工具進行數據分析和洞察，從而鞏固該地區的市場主導地位。

雲端運算技術的快速普及為雲端基礎的數據發現工具創造了理想的環境，這一趨勢使企業能夠靈活且經濟高效地擴展其數據分析能力，從而加強北美在行業中的領導地位。

嚴格的資料安全法規和對資料管治的重視，迫使北美公司投資資料搜尋軟體。這些技術透過確保資料得到正確識別、分類和維護，幫助他們遵守GDPR和CCPA等要求。

此外，北美擁有許多知名的數據搜尋軟體供應商，塑造了競爭激烈、創新性極強的產業格局。這些產業巨頭的入駐，加上持續的研發投入，鞏固了該地區透過為企業提供尖端解決方案而確立的地位。

亞太地區

預計亞太地區將在預測期內實現最高成長。亞太地區各行各業正在經歷快速的數位轉型。這種數位化轉型推動了對數據搜尋軟體的需求，用於管理、分析和利用企業產生的大量數據，從而加速該地區的市場成長。

印度、中國和東南亞國家的科技新興企業公司和中小企業的崛起正在推動亞太市場的成長，因為這些企業擴大採用數據搜尋軟體等數據分析解決方案來獲得競爭優勢。

雲端應用以其經濟高效、可擴展性和靈活性，在亞太地區迅速普及。這一趨勢推動了雲端基礎的數據發現解決方案的部署，使其更容易被該地區各種規模的企業所採用。

此外，亞太地區各國政府正積極推動數位化和數位經濟的成長。數據搜尋軟體的使用受到旨在改善數位基礎設施和增加公共和私營部門數據分析應用的舉措的推動。

歐洲

歐洲嚴格的資料保護要求，尤其是《一般資料保護規範》（GDPR），正在刺激資料發現工具的使用。企業需要使用先進的工具來檢驗合規性，確保適當的資料隱私控制，並限制與資料外洩相關的風險。

歐洲擁有高度發展的IT基礎設施，使企業能夠無縫整合和利用資料搜尋軟體，促進複雜資料分析流程的處理，並鼓勵企業採用這些解決方案來更深入地了解其業務。

新興經濟體高度重視創新和研發，尤其是在科技業。隨著企業和政府紛紛投資先進的分析技術，以推動創新並保持競爭優勢，這種環境正在推動數據搜尋軟體產業的擴張。

此外，歐洲對雲端運算的接受度和使用率不斷提高，為雲端基礎的數據發現解決方案提供了堅實的基礎，因為企業渴望利用雲端的靈活性、可擴展性和成本節約，從而推動該地區的市場成長。

數據搜尋軟體市場區隔分析

數據搜尋軟體市場根據平台、最終用戶產業垂直和地區進行細分。

數據搜尋軟體市場（按平台）

桌面
網路
移動的

根據平台，市場細分為桌面、Web 和行動。由於 Web 技術提供的靈活性、可存取性和可擴展性，Web 平台預計將主導資料發現軟體市場。企業選擇基於 Web 的資料發現解決方案，是因為它允許使用者在任何有網路存取的裝置上隨時隨地存取資料和分析工具。這種適應性在當今動態的商業環境中至關重要，並支持日益成長的遠距工作和分散式團隊趨勢。

數據搜尋軟體市場（按最終用戶行業分類）

銀行、金融服務和保險（BFSI）
零售
電信
衛生保健
能源
教育
其他

根據終端用戶產業，市場細分為銀行和金融服務保險 (BFSI)、零售、電信、醫療保健、能源、教育等。預計在預測期內，銀行和金融服務保險 (BFSI) 終端用戶行業將佔據數據發現軟體市場的大部分佔有率，因為 BFSI 行業對數據管理和分析至關重要，需要改進決策、風險管理和客戶服務。金融機構正在使用數據發現技術來洞察客戶行為、檢測詐欺行為、遵守監管規定並提供客製化的金融服務。交易產生的數據的複雜性和海量性，以及嚴格的法規環境，都需要高階分析技能。

數據搜尋軟體市場（按地區）

北美洲
歐洲
亞太地區
其他

根據地區分類，數據搜尋軟體市場分為北美、歐洲、亞太地區和世界其他地區。預計北美將在預測期內佔據數據搜尋軟體市場的最大佔有率。該地區擁有高度發展的技術基礎設施，有利於先進資料發現和分析解決方案的實施和整合。北美擁有許多頂級軟體供應商，受益於持續的技術創新和競爭激烈的市場環境。雲端運算技術的廣泛應用促進了靈活且可擴展的資料發現系統的部署。

主要參與企業

資料搜尋軟體市場研究報告提供了針對全球市場的寶貴見解，主要參與企業包括 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。

我們的市場分析還包含一個專門針對這些關鍵參與企業的部分，我們的分析師將在其中提供所有關鍵參與企業財務報表的深入分析，以及產品基準評效和 SWOT 分析。競爭格局部分還包括對上述參與企業在全球範圍內的關鍵發展策略、市場佔有率和市場排名的分析。

數據搜尋軟體市場的最新趨勢
2024 年 3 月，資料隱私和安全公司 Spirion 在題為「Spirion 在 GenAI 擴展中堅持核心資料保護原則」的新聞稿中強調了在生成式人工智慧 (GenAI) 出現的情況下對核心資料保護原則的必要性。

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".

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