资料目录市场依组件、部署模式、最终用户和地区，2024年至2031年

资料目录市场评估 -2024-2031

企业内部对有效资料治理与管理的需求日益成长。随着企业产生大量资料，资料品质、法规遵循和资讯的安全存取受到越来越重视。资料目录透过提供单一资料资产清单，使企业能够更佳了解和管理其资料状况。

此外，随着企业寻求从资料中获取洞察力并做出决策，巨量资料分析和人工智慧（AI）的兴起推动对资料编目解决方案的需求。自助服务分析的重要性日益增加，它使得非技术人员也可以快速存取和分析资料，推动了市场的成长。因此，资料目录已成为现代企业的重要工具，预计从2024年到2031年，年复合成长率（CAGR）将达到约 22.61%。

资料目录市场定义/概述

资料目录是组织资料资产的综合清单，目的是帮助使用者发现、理解和有效地管理他们的资料。资料目录充当后设资料的中央储存库，允许使用者方便地查找和存取资料集，同时改善资料治理和合规性。资料目录用于金融、医疗保健和零售等各个行业，以提供有关资料沿袭、品质和使用情况的见解，有助于资料管理、分析和报告。由于人工智慧和机器学习的进步实现了自动资料分类、智慧资料发现和改善的团队沟通，资料目录的未来前景光明。随着企业优先考虑资料驱动的决策，对直觉、可扩展的资料目录解决方案的需求将大幅成长。

人工智慧的采用率提高会推动资料目录市场的发展吗？

随着企业寻求提高其资料管理能力并从海量资料中获得更好的洞察力，该行业迅速扩张。机器学习和自然语言处理等人工智慧技术可以帮助自动化资料分类，增加资料发现，并实现进阶分析。这种自动化减少了资料治理和管理所需的人力，使公司能够致力于策略决策。 Gartner 估计，到2025年，70%的公司将积极将 AI 技术用于其资料目录解决方案，而2022年这一比例仅为 15%。此举反映出人们越来越意识到人工智慧可以为资料管理程式带来的好处。

此外，欧盟将于2023年 3月出台的一项人工智慧法案将鼓励企业安全地拥抱人工智慧，同时刺激资料管理解决方案（包括资料目录）的创新。政府的推动，加上资料编目行业知名竞争对手的人工智慧改进，预示着由于人工智慧解决方案的广泛使用，该行业将呈现健康的成长轨迹。

缺乏标准化后设资料会阻碍资料目录市场的成长吗？

缺乏一致的后设资料会引进不一致性，降低资料品质和可用性，阻碍资料编目工作的成长。后设资料包含有关资料资产的背景和资讯，对于有效的资料发现和管理非常重要。如果没有建立后设资料程序，公司将很难确保其资料正确分类、理解和供用户存取。这种不一致可能导致误解、对资料的误解，最终导致资料目录使用者失去信任。例如，同一家公司内的不同部门可能对重要指标和资料属性的定义不同，使协作复杂化并阻碍有效的资料驱动决策。

此外，缺乏通用后设资料使跨多个资料来源和系统的整合变得复杂。组织通常在异质环境中工作，资料来自各种平台、应用和格式。如果没有统一的后设资料结构，就很难将来自不同来源的资料汇总到单一的资料目录中。这种碎片化可能会导致成本增加、实施时间延长，并为全面了解组织的资料生态系统带来挑战。随着企业努力实现资料民主化和自助服务分析，无法维持统一的后设资料方法会产生重大障碍，阻碍市场扩张并降低资料目录所能提供的整体价值。

依类别

不断增加的解决方案采用会推动资料目录市场的发展吗？

随着企业意识到有效管理资料资产的必要性，资料编目解决方案的采用日益增加，这大幅推动了资料编目市场的成长。随着企业产生大量资料，有效的资料治理、合规和发现变得非常重要。资料目录是一个集中式储存库，使用户能够快速发现、理解和管理资料，改善协作和决策。这种日益增强的认识导致了对资料目录解决方案的投资增加，Alation 和 Collibra 等公司报告指出，由于对其产品的需求增加，其收入显着成长。

此外，欧盟于2023年7月提出新立法，以改善公共部门的资料可近性和消费，并强调资料目录等资料管理方法。这些监管要求和不断成长的企业需求促进了资料目录市场的强劲成长轨迹，而解决方案的采用是关键驱动因素。

然而，随着企业寻求实施、整合和培训服务以充分利用资料目录解决方案，服务领域成长最快。资料配置日益复杂以及对专业解决方案的需求导致人们越来越依赖专业服务来最大化资料目录的价值。这一趋势表明，虽然公司致力于部署强大的解决方案，但他们也了解支援服务对于成功管理和利用其资料的价值。

医疗保健领域的销售成长会推动资料目录市场的发展吗？

随着医疗保健行业越来越依赖资料驱动的解决方案来改善患者护理、研究能力和法规遵从性，资料目录市场收入预计将大幅成长。电子健康记录（EHR）、医学影像和临床试验都为医疗保健领域产生了大量结构化和非结构化资料。这些资料必须结构化、可识别，并可供研究使用。随着个人化和基于价值的护理需求的增加，医疗保健组织采用资料目录来提高资料治理和决策能力。遵守 HIPAA 和 GDPR 等严格法律的需求推动产业对医疗保健特定资料管理系统的投资增加。根据 Frost & Sullivan 的资料，到2026年，医疗保健资料管理市场预计将以 15%的年复合成长率成长，这表明该领域对资料编目行业的重要性。

2023年 4月，美国卫生与公众服务部（HHS）发布了有关健康资料互通性的新指南，敦促各组织采用更好的资料管理实践，例如资料目录解决方案，以确保安全且有效率的资料交换。这些政府和企业措施凸显了医疗保健领域对资料目录的日益依赖，预计将在未来推动市场扩张。

然而，製造业是市场上成长最快的终端用户。随着工业 4.0 和智慧製造技术的兴起，製造公司越来越依赖资料分析来最佳化流程、预测性维护和供应链管理。

依国家

采用先进的资料管理解决方案将推动北美资料目录市场的发展？

北美企业迅速认识到高效资料管理的重要性以及资料目录在其生态系统中的重要角色。根据2024年 3月发布的IDC 分析，北美资料目录市场预计从2023年到2028年将以 22.3%的年复合成长率成长，到2028年达到 21亿美元。根据报告，北美 68%的财富 500 强公司已经实施或实施资料目录解决方案，高于2021年的42%。这种快速采用的动力来自于管理企业产生的不断增加的资料量并从中提取价值的需求。

北美金融服务业积极使用资料目录解决方案来改善资料治理和合规性。金融资料交易所（FDX）2024年 1月的一项民意调查显示，79%的北美金融机构打算在2025年投资复杂的资料目录解决方案，高于2022年的56%。根据同一项研究，使用资料目录的公司可节省 35%的资料发现时间，并提高 28%的监管合规效率。这些显着的优势鼓励其他产业效仿，加速北美资料目录市场的成长。

亚太地区政府推动数位化的措施能否推动资料目录市场的成长？

亚太地区各国政府正加强推动数位化，这可能会为资料目录产业带来巨大的推动力。该地区的政府迅速认识到数位转型对于经济成长和改善公共服务的价值。例如，澳洲政府的数位经济策略目的是2030年使澳洲成为数位经济的领导者，并投资于资料管理和治理措施。亚洲开发银行（ADB）表示，到2025年，亚洲数位经济预计将超过 1 兆美元，凸显了对资料基础设施进行大规模投资的必要性。这些努力推动企业使用强大的资料管理技术（例如资料目录）的需求，以确保有效的资料使用和遵守不断扩展的数位标准。

2023年7月，新加坡政府启动 "智慧国家" 计划，目的是利用资料并建立资料交换和管理框架来改善城市生活。该计划是数位化经济更大战略的一部分，据报道，到2025年将在资料基础设施和智慧技术上投资 30亿美元。

竞争格局

资料目录市场的竞争格局由现有企业和新兴公司共同塑造，这些公司希望满足对高效资料管理和治理日益成长的需求。新创公司和小型公司正致力于人工智慧驱动的目录、云端原生解决方案和自助服务平台等利基产品，以吸引寻求灵活和可扩展选项的企业。此外，随着公司寻求扩大其能力和市场影响力，合作和收购正成为流行的策略。开源解决方案的兴起及其在医疗保健和零售等行业的日益应用也促进了市场的动态和发展性。

最新动态

2023年 11月，Informatica 宣布推出其智慧资料管理云端（IDMC）的最新版本，该版本支援多云设定并结合了 AI 驱动的资料目录功能，目的是推动企业改善资料治理。

2024年 2月，Talend 宣布对其 Talend Data Fabric 平台进行增强，提供新的目录功能与 AI 驱动的自动化相结合，以简化资料发现并改善资料治理，尤其是在混合和多云环境中。

目录

第1章 全球资料目录市场简介

• 市场概况
• 研究范围
• 先决条件

第2章 执行摘要

第3章 VERIFIED MARKET RESEARCH的研究方法

• 资料探勘
• 验证
• 主要来源
• 资料来源列表

第4章 全球资料目录市场展望

• 概述
• 市场动态
  • 促进因素
  • 抑制因素
  • 机会
• 波特五力模型
• 价值链分析

第5章 全球资料目录市场：依组件

• 概述
• 解决方案
• 服务

第6章 全球资料目录市场：依部署模式

• 概述
• 云端
• 本地

第7章 全球资料目录市场：依最终用户

• 概述
• 製造业
• 医疗保健
• 英国金融服务业协会
• 零售/电子商务
• 其他

第8章 全球资料目录市场：依地区

• 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
• 世界其他地区
  • 拉丁美洲
  • 中东和非洲

第9章 球资料目录市场的竞争格局

• 概述
• 各公司的市场排名
• 主要发展策略

第10章 公司简介

• IBM Corporation
• Datawatch Corporation
• Microsoft Corporation
• Collibra NV
• Informatica Inc.
• Alteryx Inc.
• Alation Inc.
• TIBCO Software Inc.
• Amazon Web Services Inc.
• Hitachi Vantara LLC

第11章 附录

• 相关研究

Data Catalog Market Valuation - 2024-2031

There is an increasing demand for effective data governance and management within enterprises. As businesses generate massive volumes of data, there is a greater emphasis on data quality, regulatory compliance, and safe access to information. Data catalogs help by providing a single inventory of data assets, allowing organizations to better understand and manage their data landscape is surpassing USD 1.28 Billion in 2024 and reaching USD 5.72 Billion by 2031.

Furthermore, the rise of big data analytics and artificial intelligence (AI) has increased demand for data catalog solutions, as businesses attempt to use their data to get insights and make decisions. The growing emphasis on self-service analytics, which allows non-technical users to quickly access and evaluate data, is fueling the market, making data catalogs indispensable tools for modern businesses is expected to grow at a CAGR of about 22.61% from 2024 to 2031.

Data Catalog Market: Definition/ Overview

A data catalog is a comprehensive inventory of an organization's data assets, intended to assist users in discovering, understanding, and efficiently managing data. It functions as a central store for metadata, allowing users to conveniently search for and access data sets while improving data governance and compliance. Data catalogs have applications in a variety of industries, including finance, healthcare, and retail, where they help with data management, analytics, and reporting by offering insights about data lineage, quality, and usage. The future of data catalogs looks hopeful as artificial intelligence and machine learning grow, allowing for automatic data classification, smart data discovery, and improved team communication. As businesses prioritize data-driven decision-making, the demand for intuitive and scalable data catalog solutions is likely to grow significantly.

Will Increasing Adoption of AI is Propelling the Data Catalog Market?

The industry is rapidly expanding as organizations attempt to improve their data management capabilities and get relevant insights from massive amounts of data. AI technologies like machine learning and natural language processing help automate data classification, increase data discovery, and enable advanced analytics. This automation decreases the human labor required for data governance and administration, allowing firms to concentrate on strategic decision-making. According to a Gartner estimate, 70% of enterprises would actively use AI technology into their data catalog solutions by 2025, up from 15% in 2022. This move reflects an increasing realization of the benefits that artificial intelligence may offer to data management procedures.

Additionally, the European Union's AI Act, proposed in March 2023, is pushing enterprises to embrace AI safely while fostering innovation in data management solutions, including data catalogs. This governmental backing, together with improvements in AI by prominent competitors in the data catalog industry, predicts a healthy growth trajectory powered by the increased usage of AI solutions.

Will Lack of Standardized Metadata Hamper the Growth of the Data Catalog Market?

The lack of consistent metadata stifles the expansion of the data catalog business by introducing inconsistencies that degrade data quality and usability. Metadata, which contains context and information about data assets, is critical for effective data discovery and management. Without established metadata procedures, companies face difficulties in ensuring that data is correctly classified, understood, and accessible to users. This mismatch can cause misunderstanding, data misinterpretation, and, eventually, a loss of trust among data catalog users. For instance, different departments within the same firm may define critical metrics or data properties in different ways, complicating collaboration and preventing effective data-driven decision-making.

Furthermore, the lack of common metadata complicates integration across several data sources and systems. Organizations frequently work in heterogeneous environments, with data flowing from various platforms, apps, and formats. Without a uniform metadata structure, it is difficult to combine data from different sources into a single data catalog. This fragmentation can result in higher costs, longer implementation times, and problems in gaining a comprehensive perspective of the organization's data ecosystem. As businesses aim for data democratization and self-service analytics, the failure to maintain a uniform metadata approach creates a substantial hurdle, stifling market expansion and lowering the overall value that data catalogs may deliver.

Category Wise

Will Rising Adoption of Solutions is Fueling the Data Catalog Market?

The growing usage of data catalog solutions is considerably driving the growth of the data catalog market, as enterprises recognize the need of efficiently managing their data assets. As businesses generate massive amounts of data, effective data governance, compliance, and discovery have become critical. Data catalogs are centralized repositories that allow users to quickly explore, comprehend, and manage their data, hence improving collaboration and decision-making. This growing recognition has resulted in increased investment in data catalog solutions, with businesses like as Alation and Collibra reporting strong revenue growth due to rising demand for their offerings.

Furthermore, in July 2023, the European Union proposed new legislation to improve data accessibility and consumption in public sectors, putting more emphasis on data management methods, such as data catalogs. These legislative demands, together with increased demand from enterprises, are contributing to the data catalog market's solid growth trajectory, with solution adoption serving as a significant driver.

However, the services segment is expanding the fastest, as businesses seek implementation, integration, and training services to fully exploit data catalog solutions. The expanding complexity of data settings, combined with the requirement for specialized solutions, has resulted in an increased reliance on professional services to maximize the value of data catalogs. This trend demonstrates that, while enterprises are devoted to implementing robust solutions, they also understand the value of supportive services in ensuring successful data management and utilization.

Will Rising Sales through Healthcare Sector Drive the Data Catalog Market?

Rising healthcare sales are expected to considerably fuel the data catalog market, as the industry relies more on data-driven solutions to better patient care, research capabilities, and regulatory compliance. Electronic health records (EHRs), medical imaging, and clinical trials all contribute to the huge volume of organized and unstructured data produced in healthcare. This data must be structured, identified, and made available for study, therefore data catalogs are critical tools. With the increased demand for personalized medicine and value-based care, healthcare organizations are implementing data catalogs to improve data governance and decision-making capabilities. The industry has seen growing investment in healthcare-specific data management systems, owing to the requirement to comply with severe laws such as HIPAA and GDPR. According to Frost & Sullivan, the healthcare data management market is predicted to increase at a 15% annual rate through 2026, demonstrating the sector's critical significance in the data catalog industry.

In April 2023, the U.S. Department of Health and Human Services (HHS) issued new guidelines for healthcare data interoperability, urging organizations to implement better data management practices, such as data catalog solutions, to ensure secure and efficient data exchange. These governmental and corporate activities highlight the healthcare sector's rising reliance on data catalogs, which are projected to drive market expansion in the future years.

However, the manufacturing category is the market's fastest expanding end user. Manufacturers are increasingly depending on data analytics for process optimization, predictive maintenance, and supply chain management, as Industry 4.0 and smart manufacturing techniques gain traction.

Country/Region-wise

Will High Adoption of Advanced Data Management Solutions in North America Drive the Data Catalog Market?

North American enterprises are rapidly understanding the importance of efficient data management, as well as the vital function of data catalogs in the ecosystem. According to an IDC analysis published in March 2024, the North American data catalog market is predicted to increase at a CAGR of 22.3% between 2023 and 2028, reaching $2.1 billion by 2028. The report found that 68% of Fortune 500 organizations in North America have already deployed or are in the process of deploying data catalog solutions, up from 42% in 2021. This rapid adoption is driven by the need to manage and extract value from the ever-increasing amounts of data generated by enterprises.

The financial services sector in North America has been very proactive in using data catalog solutions to improve data governance and compliance. A poll done by the Financial Data Exchange (FDX) in January 2024 revealed that 79% of North American financial institutions intend to invest in sophisticated data catalog solutions by 2025, up from 56% in 2022. According to the survey, firms that use data catalogs save 35% on data discovery time and improve regulatory compliance efficiency by 28%. These huge benefits are pushing other industries to follow suit, accelerating the growth of the data catalog market in North America.

Will Growing Government Inactivates Promoting Digitalization in Asia-Pacific Propel the Data Catalog Market?

Growing government attempts to promote digitalization in the Asia-Pacific region are likely to greatly boost the data catalog industry. Governments in this region are rapidly recognizing the value of digital transformation for economic growth and better public service delivery. For example, the Australian Government's Digital Economy Strategy aspires to position Australia as a leader in the digital economy by 2030, with investments in data management and governance efforts. According to the Asian Development Bank (ADB), the digital economy in Asia is expected to exceed USD 1 Trillion by 2025, underscoring the need for significant investment in data infrastructure. Such initiatives urge firms to use strong data management techniques, such as data catalogs, to ensure effective data consumption and compliance with growing digital standards.

In July 2023, the Singapore government started the "Smart Nation" initiative, which aims to improve urban living by leveraging data and establishing frameworks for data exchange and administration. The program is part of a larger strategy to digitize the economy, which includes a reported $3 billion investment in data infrastructure and smart technology by 2025.

Competitive Landscape

The competitive landscape of the data catalog market is shaped by a mix of established firms and emerging players, all aiming to meet the growing demand for efficient data management and governance. Startups and smaller firms are focusing on niche offerings like AI-driven cataloging, cloud-native solutions, and self-service platforms to attract enterprises looking for flexible and scalable options. Additionally, partnerships and acquisitions are becoming common strategies as companies seek to expand their capabilities and market presence. The rise of open-source solutions and increased adoption in industries such as healthcare and retail also contribute to the market's dynamic and evolving nature.

Some of the prominent players operating in the data catalog market include:

Alation, Inc.

Collibra NV

Informatica, Inc.

IBM Corporation

TIBCO Software, Inc.

Hitachi Vantara LLC

Alteryx, Inc.

Datawatch Corporation

Microsoft Corporation

Amazon Web Services, Inc.

Latest Developments

In November 2023, Informatica revealed the newest iteration of its Intelligent Data Management Cloud (IDMC), which incorporates AI-driven data cataloging capabilities meant to support multi-cloud settings and promote improved data governance for companies.

In February 2024, Talend announced enhancements to its Talend Data Fabric platform, offering new cataloging features that combine AI-driven automation to simplify data discovery and improve data governance, particularly in hybrid and multi-cloud environments.

Data Catalog Market, By Category

• Component:
• Solutions
• Services
• Deployment Mode:
• Cloud-Based
• On-Premises
• End-User:
• Healthcare
• Manufacturing
• Region:
• North America
• Europe
• Asia-Pacific
• Latin America
• Middle East & Africa

TABLE OF CONTENTS

1 INTRODUCTION OF GLOBAL DATA CATALOG 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 CATALOG 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 CATALOG MARKET, BY COMPONENT

• 5.1 Overview
• 5.2 Solutions
• 5.3 Services

6 GLOBAL DATA CATALOG MARKET, BY DEPLOYMENT MODE

• 6.1 Overview
• 6.2 Cloud-based
• 6.3 On-Premises

7 GLOBAL DATA CATALOG MARKET, BY END-USER

• 7.1 Overview
• 7.2 Manufacturing
• 7.3 Healthcare
• 7.4 BFSI
• 7.5 Retail & E-commerce
• 7.6 Others

8 GLOBAL DATA CATALOG MARKET, BY GEOGRAPHY

• 8.1 Overview
• 8.2 North America
  • 8.2.1 U.S.
  • 8.2.2 Canada
  • 8.2.3 Mexico
• 8.3 Europe
  • 8.3.1 Germany
  • 8.3.2 U.K.
  • 8.3.3 France
  • 8.3.4 Rest of Europe
• 8.4 Asia Pacific
  • 8.4.1 China
  • 8.4.2 Japan
  • 8.4.3 India
  • 8.4.4 Rest of Asia Pacific
• 8.5 Rest of the World
  • 8.5.1 Latin America
  • 8.5.2 Middle East and Africa

9 GLOBAL DATA CATALOG MARKET COMPETITIVE LANDSCAPE

• 9.1 Overview
• 9.2 Company Market Ranking
• 9.3 Key Development Strategies

10 COMPANY PROFILES

• 10.1 IBM Corporation
  • 10.1.1 Overview
  • 10.1.2 Financial Performance
  • 10.1.3 Product Outlook
  • 10.1.4 Key Developments
• 10.2 Datawatch Corporation
  • 10.2.1 Overview
  • 10.2.2 Financial Performance
  • 10.2.3 Product Outlook
  • 10.2.4 Key Developments
• 10.3 Microsoft Corporation
  • 10.3.1 Overview
  • 10.3.2 Financial Performance
  • 10.3.3 Product Outlook
  • 10.3.4 Key Developments
• 10.4 Collibra NV
  • 10.4.1 Overview
  • 10.4.2 Financial Performance
  • 10.4.3 Product Outlook
  • 10.4.4 Key Developments
• 10.5 Informatica Inc.
  • 10.5.1 Overview
  • 10.5.2 Financial Performance
  • 10.5.3 Product Outlook
  • 10.5.4 Key Developments
• 10.6 Alteryx Inc.
  • 10.6.1 Overview
  • 10.6.2 Financial Performance
  • 10.6.3 Product Outlook
  • 10.6.4 Key Developments
• 10.7 Alation Inc.
  • 10.7.1 Overview
  • 10.7.2 Financial Performance
  • 10.7.3 Product Outlook
  • 10.7.4 Key Developments
• 10.8 TIBCO Software Inc.
  • 10.8.1 Overview
  • 10.8.2 Financial Performance
  • 10.8.3 Product Outlook
  • 10.8.4 Key Developments
• 10.9 Amazon Web Services Inc.
  • 10.9.1 Overview
  • 10.9.2 Financial Performance
  • 10.9.3 Product Outlook
  • 10.9.4 Key Developments
• 10.10 Hitachi Vantara LLC
  • 10.10.1 Overview
  • 10.10.2 Financial Performance
  • 10.10.3 Product Outlook
  • 10.10.4 Key Developments

11 Appendix

• 11.1 Related Research