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市場調查報告書
商品編碼
2008738
資料目錄市場報告:按元件、部署類型、組織規模、資料使用者、最終用戶產業和地區分類(2026-2034 年)Data Catalog Market Report by Component, Deployment Mode, Organization Size, Data Consumer, End Use Industry, and Region 2026-2034 |
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2025年全球數據目錄市場規模達13.22億美元。展望未來,IMARC Group預測,到2034年,該市場規模將達到58.269億美元,2026年至2034年的複合年成長率(CAGR)為17.38%。推動市場成長的主要因素之一是資料管理方法的日益普及,這些方法能夠幫助使用者搜尋有助於決策流程的有用資訊。
人工智慧的廣泛應用
企業內部的資料分析師、工程師和科學家常常難以理解資料的相關性,導致大量時間耗費在資料解讀上。將生成式人工智慧功能整合到資料目錄中正成為日益成長的趨勢。這使得資料能夠被自動標記和分類,從而方便使用者尋找相關資料集,這也是推動資料目錄市場成長的關鍵因素。例如,亞馬遜網路服務 (AWS) 於 2023 年 10 月宣布正式推出 Amazon DataZone,這項資料管理服務支援企業內部資料生產者和消費者之間的資料發現、分析、編目、共用和管治。此外,自然語言處理 (NLP) 和低程式碼/無程式碼方法的日益普及也推動了數據目錄市場的收入成長,因為全球眾多公司都在尋求各種方法,以幫助更多員工在工作中利用數據,並提高經驗豐富的數據用戶的效率。例如,資料智慧公司 Alation 於 2023 年 10 月發布了 ALLIE AI,這是一款旨在提高資料分析師、人工智慧工程師和資料管理員工作效率的輔助工具。 ALLIE AI 基於 Alation 的機器學習 (ML) 技術構建,能夠幫助企業節省時間、更快地擴展資料舉措規模並推動新的 AI舉措。此外,DBT Labs 於 2024 年 5 月開發了一套增強型工具,其中包括一個 AI 助手,旨在幫助客戶轉換數據,以便用於建立模型和應用程式。
加強資料合規性和管治
加州消費者隱私法案 (CCPA) 和一般資料保護規則(GDPR) 等嚴格的資料隱私法規的實施,提高了資料管治的需求。此外,資料管治部門負責管理資料目錄並傳達資料使用政策,以協助員工利用集中管理的資料集建立機器學習儀表板、模型和其他分析工具。因此,資料目錄提供者正在採用強大的管治功能來確保合規性。例如,Collibra 於 2024 年 2 月發布了“Collibra AI Governance”,該平台使組織能夠安全有效地交付可靠的 AI。基於“Collibra 數據智慧平台”,“Collibra AI Governance”將 AI、數據和法律團隊整合在一起,以確保遵守隱私政策、提高模型性能和投資回報率、降低數據風險並縮短生產週期。同時,領先的資料安全和管治解決方案提供者之一 Privacyera 於 2023 年 6 月採用了「Databricks Unity Catalog」。這為客戶提供了一個整合的數據和人工智慧資產管治解決方案,涵蓋表格、機器學習模型、文件和儀表板等。此外,日益成長的數位化需求推動了員工和授權管理人員對新型資料管理工具的需求,以滿足嚴格的合規標準,從而對資料目錄市場前景產生了積極影響。例如,微軟於 2024 年 1 月推出了軟體資產管理 (SAM) 模組,以實現集中式軟體目錄。這也有助於簡化第三方軟體採購管理,提高效率,並確保合規性。
自助式分析的需求
資訊科技 (IT) 產業的持續進步正在重振全球市場。此外,自助式分析因其使業務用戶無需過度依賴 IT 部門或數據專家即可存取、分析數據並從中獲取洞察而備受關注。這一趨勢的驅動力源自於企業對敏捷決策的需求。例如,MicroStrategy 於 2024 年 4 月在其平台中新增了一項名為「MicroStrategy Auto」的功能,簡化了企業內部對業務分析資料的存取。此外,自助式分析有助於企業更快地應對市場變化和營運挑戰,從而增強其競爭力,這代表了數據目錄市場近期的一大機會。例如,2023 年 12 月,為自助式商務提供端到端技術解決方案的數位支付和軟體服務公司 Cantaloupe, Inc. 在其 Seed Pro 軟體平台上發布了兩款高級分析工具「Seed Analytics i」和「Seed Intelligence」。這些工具旨在透過提高生產力和改進決策,幫助自動販賣機營運商轉變利用數據促進業務成長的方式。此外,2023 年 10 月,領先的數位分析平台之一 Amplitude, Inc. 採用了“Amplitude Plus”,旨在為用戶提供更好的數位體驗並帶來更好的結果。
The global data catalog market size reached USD 1,322.0 Million in 2025. Looking forward, IMARC Group expects the market to reach USD 5,826.9 Million by 2034, exhibiting a growth rate (CAGR) of 17.38% during 2026-2034. The growing popularity of data management practices, as they assist users in searching for insightful information that is beneficial for the decision-making process, is one of the key factors propelling the market.
Widespread AI Integration
Data analysts, engineers, and scientists in organizations struggle to understand the relevance of data. Consequently, they spend more time interpreting the data. The increasing trend of integrating generative AI capabilities with data catalogs, as they automatically tag and classify data, making it easier for users to find relevant datasets, is acting as a significant growth-inducing factor. For instance, in October 2023, Amazon Web Services announced the general availability of Amazon DataZone, a data management service to discover, analyze, catalog, share, and govern data between data producers and consumers in organizations. Additionally, the increasing popularity of natural language processing (NLP) and low-code or no-code approaches, as enterprises across countries are looking for ways to enable more employees to use data to inform their work as well as make experienced data users more efficient, is also elevating the data catalog market revenue. For example, in October 2023, Alation, Inc., one of the data intelligence companies, announced ALLIE AI, a co-pilot, to increase the productivity of data analysts, AI engineers, and data stewards. ALLIE AI builds upon Alation's machine learning (ML) capabilities to enable organizations to save time, scale data initiatives more quickly, and advance new AI initiatives. Furthermore, in May 2024, DBT Labs developed a series of enhanced tools, including an AI-powered assistant, to help customers transform data to use in informing models and applications.
Improved Data Compliance and Governance
The implementation of stringent data privacy regulations, such as the California Consumer Privacy Act (CCPA) and the General Data Protection Regulation (GDPR), is increasing the need for data governance. Moreover, data governance departments oversee data catalogs and communicate data usage policies to assist employees in tapping into centralized data sets and using them for building machine learning dashboards, models, and other analytics tools. As a result, data catalog providers are adopting robust governance features to ensure compliance. For example, in February 2024, Collibra launched Collibra AI Governance, which enables organizations to deliver trusted AI safely and effectively. Built on top of the Collibra Data Intelligence Platform, Collibra AI Governance helps AI, data, and legal teams to collaborate to ensure compliance with privacy policies, improve model performance and ROI, mitigate data risk, as well as accelerate time to production. In line with this, in June 2023, Privacera, one of the leading providers of data security and governance solutions, introduced the Databricks Unity Catalog that provides customers with a unified governance solution for their data and AI assets, including tables, machine learning models, files, and dashboards. Furthermore, widespread digitization is also escalating the demand for novel data management tools among employees and license managers to meet rigorous compliance standards, which is positively influencing the data catalog market outlook. For example, in January 2024, Microsoft introduced a software asset management (SAM) module for implementing a centralized software catalog. Moreover, it makes third-party software requisitioning more manageable, efficient, and compliant.
Demand for Self-Service Analytics
Continuous improvements in the information technology (IT) industry are stimulating the global market. Additionally, self-service analytics is gaining traction, as it enables business users to access, analyze, and derive insights from data without relying heavily on IT or data specialists. This trend is driven by the need for agility in decision-making across organizations. For instance, in April 2024, MicroStrategy added a new addition to its platform, MicroStrategy Auto, to simplify access to business analytical data within organizations. Besides this, self-service analytics also helps organizations to respond more quickly to market changes and operational challenges, thereby enhancing their competitive edge, which represents one of the data catalog market recent opportunities. For example, in December 2023, Cantaloupe, Inc., one of the digital payment and software service companies that provides end-to-end technology solutions for self-service commerce, launched two premium analytics tools in its Seed Pro software platform, i.e. Seed Analytics and Seed Intelligence. These tools are specifically designed to transform the way vending operators leverage data for business growth with enhanced productivity and improved decision-making. Furthermore, in October 2023, Amplitude, Inc., one of the leading digital analytics platforms, introduced Amplitude Plus to deliver better digital experiences and drive better outcomes to users.
Currently, solution accounts for the largest market share
The rising need for managing and utilizing the vast amounts of data generated by modern organizations is bolstering the segment's growth. Data catalog solutions enable users to understand, discover, and access data across various sources, whether on-premises or in the cloud. Moreover, advanced features, such as automated data classification, data lineage tracking, and integration with AI and machine learning, enhance the functionality of data catalog solutions. For instance, Informatica's enterprise data catalog offers robust capabilities for metadata management, data governance, and compliance, ensuring that data is accurate, consistent, and accessible. Moreover, in March 2024, data. world, one of the key data catalog companies, launched its AI Context Engine, a platform that is designed to securely unlock vast amounts of organizational data for team building and using chat interfaces with large language models (LLMs).
Cloud-based currently exhibits a clear dominance in the data catalog market share
Cloud-based data catalogs are improving data management by providing flexible, scalable, and accessible solutions that integrate seamlessly with various cloud platforms. Moreover, they offer centralized metadata repositories that support data discovery, governance, and collaboration across distributed data environments. Consequently, these catalogs are widely adopted by organizations to maximize the value of their data in a cost-effective and agile manner. For instance, in June 2023, Tata Consultancy Services (TCS) launched the TCS Dexam data marketplace platform on Google Cloud. The platform enables enterprises to democratize and monetize data across various ecosystems.
Currently, large enterprises account for the majority of the global market share
Large enterprises usually deal with vast amounts of data from various sources, making it challenging to maintain data consistency, quality, and accessibility. Data catalogs address these challenges by providing a centralized repository of metadata, which helps in discovering, organizing, and governing data assets. For instance, enterprises like Toyota and Pfizer, utilize Alation's data catalog to empower their data teams with automated data classification, comprehensive data lineage, and collaborative data stewardship. These solutions enable large enterprises to break down data silos, ensure regulatory compliance, and improve data utilization, which is escalating the data catalog market demand.
Data catalogs enhance the efficiency of data analysts by providing a centralized and organized repository of metadata, facilitating quick data discovery, ensuring data accuracy for more informed decision-making, etc., via the adoption of business intelligent tools. Additionally, they also find enterprise applications, as these catalogs integrate seamlessly with numerous business systems and enhance data governance as well as accessibility across departments, thereby enabling enterprises to leverage data more effectively for strategic initiatives. Apart from this, data catalogs further support the growing demand for real-time data access and insights, ensuring that data is readily available, well-organized, and accurate for both developers and end-users, which elevates the data catalog market's recent price.
Among these, the BFSI sector holds the largest market share
The increasing amount of unstructured and structured data, including transaction records, customer information, financial reports, etc., is propelling the growth in this segmentation. Data catalogs offer BFSI organizations with powerful tools for data governance, discovery, and lineage tracking, ensuring data accuracy and compliance with stringent regulatory requirements, such as GDPR. Additionally, as per the data catalog market statistics, large financial institutions like Goldman Sachs and JPMorgan Chase adopt modern data management systems to enhance operational efficiency, control their complex data environments, support data-driven strategies, etc. Besides this, DataGalaxy's data knowledge catalog offers a secure and central spot for banking firms to store metadata and streamline data access and traceability. Furthermore, its dynamic search bar, powered by natural language processing, simplifies data retrieval across numerous data assets.
According to the data catalog market overview, North America currently dominates the global market share
The market research report has also provided a comprehensive analysis of all the major regional markets, which include North America (the United States and Canada); Asia Pacific (China, Japan, India, South Korea, Australia, Indonesia, and others); Europe (Germany, France, the United Kingdom, Italy, Spain, Russia, and others); Latin America (Brazil, Mexico, and others); and the Middle East and Africa. According to the report, North America accounted for the largest market share.
The market in North America is experiencing a robust growth, driven by the increasing demand for efficient data management solutions. Additionally, the wide presence of data catalog providers, including Alation Inc., Collibra NV, TIBCO Software Inc., Informatica Inc., IBM Corporation, Alteryx Inc., Hitachi Vantara LLC, Microsoft Corporation, Amazon Web Services Inc., Datawatch Corporation, etc., across the region is also acting as another significant growth-inducing factor. Besides this, continuous collaborations, along with strategic mergers and acquisitions (M&A) activities, are further positively influencing the regional market. For instance, in October 2021, Alation Inc. acquired Lyngo Analytics, one of the California-based companies. The acquisition was aimed at creating a better user experience within the data catalog and enhancing data intelligence. Furthermore, the shifting preferences towar0064 cloud-based infrastructures are expected to bolster the market in North America over the forecasted period.
The market research report has provided a comprehensive analysis of the competitive landscape. Detailed profiles of all major data catalog market companies have also been provided. Some of the key players in the market include: