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市场调查报告书
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1530512

资料可观测性市场规模、份额、趋势分析报告：按组件、按部署、按最终用途、按地区、细分市场预测，2024-2030 年

Data Observability Market Size, Share & Trend Analysis Report By Component, By Deployment, By End-use, By Region, And Segment Forecasts, 2024 - 2030
出版日期: | 出版商: Grand View Research | 英文 150 Pages | 商品交期: 2-10个工作天内

价格

资料可观测性市场规模与趋势

预计2023年全球资料可观测市场规模为21.4亿美元，2024年至2030年复合年增长率预计为12.2%。由于几个关键因素，该市场正在经历显着成长。随着公司越来越依赖资料主导的决策，他们面临着资料复杂性和数量不断增加的挑战。这种复杂性，加上与资料品质不佳相关的成本上升，推动了对强大的可观测性解决方案的需求。此外，各行业严格的监管合规要求需要更好的资料管治和监控。向云端基础的分散式资料架构的转变进一步加速了对综合资料可观察性工具的需求，这些工具可以跨不同且通常是异质的资料环境提供可见性。

组织越来越依赖资料主导的策略来制定决策、优化业务和改善客户体验。这种依赖性强调了对高品质和可靠资料的需求，因为资料品质不佳会导致代价高昂的错误。资料可观测性解决方案提供对资料品质、流程和沿袭的关键可见性，从而能够快速检测和解决异常情况。这些工具可确保您的分析系统基于准确且最新的资料运行，从而获得更可靠的见解和更好的业务成果。随着资料量和复杂性的增加，维护资料完整性变得至关重要，从而推动了对资料可观测性解决方案的需求。

一个显着的趋势是透过自助服务工具实现资料品管的民主化。这些解决方案使非技术使用者能够监控和维护资料质量，减轻 IT 部门的负担，并在整个组织内培养资料责任文化。 DataOps 和 DataSecOps 的采用势头强劲，将资料可观察性整合到更广泛的资料管理和安全框架中。这种整体方法确保资料可观察性不被视为独立功能，而是无缝整合到从资料摄取到分析等的整个资料生命週期中。

GDPR 和 CCPA 等严格的资料隐私法规需要强大的资料管理机制。资料可观测性工具对于合规性至关重要，它提供监控资料流和确保法律合规性所需的可见性。这些工具可以在问题导致违规之前检测并缓解问题，从而降低罚款和声誉受损的风险。这些解决方案透过提供详细的资料管理见解来支援透明的合规性报告。随着法规的发展，对先进资料可观测性解决方案的需求预计将大幅增加。

全球资料可观测性市场区隔报告

该报告预测了全球、区域和国家层面的收益成长，并对2018年至2030年各子区隔的最新行业趋势进行了分析。在本研究中，Grand View Research, Inc. 根据组件、部署、最终用途和区域对全球资料可观测性市场报告进行了细分。

目录

第一章调查方法与范围

第 2 章执行摘要

第三章资料可观测性市场变数、趋势与范围

  • 市场介绍/系统展望
  • 市场动态
    • 市场驱动因素分析
    • 市场限制因素分析
    • 产业挑战
  • 资料可观测性市场分析工具
    • 波特的分析
    • PESTEL分析

第 4 章资料可观测性市场：组成部分、估计和趋势分析

  • 细分仪表板
  • 资料可观测性市场：成分变化分析，百万美元，2023 年和 2030 年
  • 解决方案
  • 服务

第五章资料可观测市场：发展、估算与趋势分析

  • 细分仪表板
  • 资料可观测市场：演化变异分析，百万美元，2023 年和 2030 年
  • 公共云端
  • 私有云端

第六章资料可观测性市场：最终用途、估计与趋势分析

  • 细分仪表板
  • 资料可观测性市场：最终用途变化分析，百万美元，2023 年和 2030 年
  • BFSI
  • 资讯科技和通讯
  • 政府和公共部门
  • 能源/公共产业
  • 製造业
  • 医学与生命科​​学
  • 零售/消费品
  • 其他的

第七章资料可观测市场：区域、估计与趋势分析

  • 资料可观测性市场占有率（按地区），2023 年和 2030 年，百万美元
  • 北美洲
    • 2018-2030 年北美资料可观测市场估计与预测
    • 美国
    • 加拿大
    • 墨西哥
  • 欧洲
    • 2018-2030 年欧洲资料可观测市场估计与预测
    • 英国
    • 德国
    • 法国
  • 亚太地区
    • 2018-2030 年亚太地区资料可观测市场估计与预测
    • 中国
    • 日本
    • 印度
    • 韩国
    • 澳洲
  • 拉丁美洲
    • 拉丁美洲资料可观测性市场估计与预测，2018-2030 年
    • 巴西
  • 中东/非洲
    • 2018-2030年中东和非洲资料可观测市场估计和预测
    • 沙乌地阿拉伯
    • 阿拉伯聯合大公国
    • 南非

第八章 竞争格局

  • 公司分类
  • 公司市场定位
  • 参与企业概况
  • 组件基准测试
  • 企业热力图分析
  • 策略规划
  • 公司简介/上市公司
    • Acceldata
    • AppDynamics
    • Datadog
    • Dynatrace LLC.
    • Hound Technology, Inc.
    • International Business Machines Corporation
    • Microsoft
    • Monte Carlo
    • New Relic, Inc.
    • Splunk Inc.
Product Code: GVR-4-68040-375-5

Data Observability Market Size & Trends

The global data observability market size was estimated at USD 2.14 billion in 2023 and is projected to grow at a CAGR of 12.2% from 2024 to 2030. The market is experiencing significant growth, driven by several key factors. As organizations increasingly rely on data-driven decision-making, they face challenges from growing data complexity and volume. This complexity, coupled with the rising costs associated with poor data quality, has heightened the need for robust observability solutions. Additionally, stringent regulatory compliance requirements across various industries necessitate better data governance and monitoring. The shift towards cloud-based and distributed data architectures has further accelerated the demand for comprehensive data observability tools that can provide visibility across diverse and often disparate data environments.

Organizations increasingly rely on data-driven strategies for decision-making, operational optimization, and customer experience enhancement. This dependence underscores the need for high-quality, reliable data, as poor data quality can lead to costly mistakes. Data observability solutions provide critical visibility into data quality, flows, and lineage, enabling quick anomaly detection and resolution. These tools ensure analytics systems work with accurate, current data, leading to more reliable insights and better business outcomes. As data volumes and complexity grow, maintaining data integrity becomes crucial, driving demand for data observability solutions.

One prominent trend is the democratization of data quality management through self-service tools. These solutions empower non-technical users to monitor and maintain data quality, reducing the burden on IT departments and fostering a culture of data responsibility across organizations. The adoption of DataOps and DataSecOps practices is gaining momentum, integrating data observability into broader data management and security frameworks. This holistic approach ensures that data observability is not treated as a standalone function but is seamlessly incorporated into the entire data lifecycle, from ingestion to analysis and beyond.

Stringent data privacy regulations like GDPR and CCPA require robust data management mechanisms. Data observability tools are essential for compliance, offering the visibility needed to monitor data flows and ensure legal adherence. They help detect and mitigate issues before they lead to regulatory breaches, reducing risks of fines and reputational damage. By providing detailed insights into data management, these solutions support the creation of transparent compliance reports, crucial for regulatory demonstration and stakeholder trust. As regulations evolve, the demand for advanced data observability solutions is expected to increase significantly.

Global Data Observability Market Report Segmentation

This report forecasts revenue growth at global, regional, and country levels and provides an analysis of the latest industry trends in each of the sub-segments from 2018 to 2030. For this study, Grand View Research has segmented the global data observability market report based on component, deployment, end-use, and region:

  • Component Outlook (Revenue, USD Million, 2018 - 2030)
  • Solutions
  • Services
  • Deployment Outlook (Revenue, USD Million, 2018 - 2030)
  • Public Cloud
  • Private Cloud
  • End-use Outlook (Revenue, USD Million, 2018 - 2030)
  • BFSI
  • IT & Telecom
  • Government & Public Sector
  • Energy & Utility
  • Manufacturing
  • Healthcare & Life Science
  • Retail & Consumer Goods
  • Others
  • Regional Outlook (Revenue, USD Million, 2018 - 2030)
  • North America

U.S.

Canada

Mexico

  • Europe

UK

Germany

France

  • Asia Pacific

China

Japan

India

South Korea

Australia

  • Latin America

Brazil

  • Middle East and Africa (MEA)

KSA

UAE

South Africa

Table of Contents

Chapter 1. Methodology and Scope

  • 1.1. Market Segmentation and Scope
  • 1.2. Market Definition
  • 1.3. Research Methodology
    • 1.3.1. Information Procurement
    • 1.3.2. Information or Data Analysis
    • 1.3.3. Market Formulation & Data Visualization
    • 1.3.4. Data Validation & Publishing
  • 1.4. Research Scope and Assumptions
    • 1.4.1. List of Data Sources

Chapter 2. Executive Summary

  • 2.1. Market Outlook
  • 2.2. Segment Outlook
  • 2.3. Competitive Insights

Chapter 3. Data Observability market Variables, Trends, & Scope

  • 3.1. Market Introduction/Lineage Outlook
  • 3.2. Market Dynamics
    • 3.2.1. Market Driver Analysis
    • 3.2.2. Market Restraint Analysis
    • 3.2.3. Industry Challenge
  • 3.3. Data Observability market Analysis Tools
    • 3.3.1. Porter's Analysis
    • 3.3.2. PESTEL Analysis

Chapter 4. Data Observability market: Component Estimates & Trend Analysis

  • 4.1. Segment Dashboard
  • 4.2. Data Observability market: Component Movement Analysis, USD Million, 2023 & 2030
  • 4.3. Solutions
    • 4.3.1. Solutions Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
  • 4.4. Services
    • 4.4.1. Services Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)

Chapter 5. Data Observability market: Deployment Estimates & Trend Analysis

  • 5.1. Segment Dashboard
  • 5.2. Data Observability market: Deployment Movement Analysis, USD Million, 2023 & 2030
  • 5.3. Public Cloud
    • 5.3.1. Public Cloud Data Observability market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
  • 5.4. Private Cloud
    • 5.4.1. Private Cloud Data Observability market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)

Chapter 6. Data Observability market: End Use Estimates & Trend Analysis

  • 6.1. Segment Dashboard
  • 6.2. Data Observability market: End Use Movement Analysis, USD Million, 2023 & 2030
  • 6.3. BFSI
    • 6.3.1. BFSI Data Observability market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
  • 6.4. IT & Telecom
    • 6.4.1. IT & Telecom Data Observability market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
  • 6.5. Government & Public Sector
    • 6.5.1. Government & Public Sector Data Observability market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
  • 6.6. Energy & Utility
    • 6.6.1. Energy & Utility Data Observability market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
  • 6.7. Manufacturing
    • 6.7.1. Manufacturing Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
  • 6.8. Healthcare & Life Science
    • 6.8.1. Healthcare & Life Science Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
  • 6.9. Retail & Consumer Goods
    • 6.9.1. Retail & Consumer Goods Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
  • 6.10. Others
    • 6.10.1. Others Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)

Chapter 7. Data Observability market: Regional Estimates & Trend Analysis

  • 7.1. Data Observability market Share, By Region, 2023 & 2030, USD Million
  • 7.2. North America
    • 7.2.1. North America Data Observability market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 7.2.2. U.S.
      • 7.2.2.1. U.S. Data Observability market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 7.2.3. Canada
      • 7.2.3.1. Canada Data Observability market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 7.2.4. Mexico
      • 7.2.4.1. Mexico Data Observability market Estimates and Forecasts, 2018 - 2030 (USD Million)
  • 7.3. Europe
    • 7.3.1. Europe Data Observability market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 7.3.2. U.K.
      • 7.3.2.1. U.K. Data Observability market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 7.3.3. Germany
      • 7.3.3.1. Germany Data Observability market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 7.3.4. France
      • 7.3.4.1. France Data Observability market Estimates and Forecasts, 2018 - 2030 (USD Million)
  • 7.4. Asia Pacific
    • 7.4.1. Asia Pacific Data Observability market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 7.4.2. China
      • 7.4.2.1. China Data Observability market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 7.4.3. Japan
      • 7.4.3.1. Japan Data Observability market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 7.4.4. India
      • 7.4.4.1. India Data Observability market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 7.4.5. South Korea
      • 7.4.5.1. South Korea Data Observability market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 7.4.6. Australia
      • 7.4.6.1. Australia Data Observability market Estimates and Forecasts, 2018 - 2030 (USD Million)
  • 7.5. Latin America
    • 7.5.1. Latin America Data Observability market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 7.5.2. Brazil
      • 7.5.2.1. Brazil Data Observability market Estimates and Forecasts, 2018 - 2030 (USD Million)
  • 7.6. Middle East and Africa
    • 7.6.1. Middle East and Africa Data Observability market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 7.6.2. KSA
      • 7.6.2.1. KSA Data Observability market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 7.6.3. UAE
      • 7.6.3.1. UAE Data Observability market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 7.6.4. South Africa
      • 7.6.4.1. South Africa Data Observability market Estimates and Forecasts, 2018 - 2030 (USD Million)

Chapter 8. Competitive Landscape

  • 8.1. Company Categorization
  • 8.2. Company Market Positioning
  • 8.3. Participant's Overview
  • 8.4. Financial Performance
  • 8.5. Component Benchmarking
  • 8.6. Company Heat Map Analysis
  • 8.7. Strategy Mapping
  • 8.8. Company Profiles/Listing
    • 8.8.1. Acceldata
      • 8.8.1.1. Participant's Overview
      • 8.8.1.2. Financial Performance
      • 8.8.1.3. Product Benchmarking
      • 8.8.1.4. Recent Developments
    • 8.8.2. AppDynamics
      • 8.8.2.1. Participant's Overview
      • 8.8.2.2. Financial Performance
      • 8.8.2.3. Product Benchmarking
      • 8.8.2.4. Recent Developments
    • 8.8.3. Datadog
      • 8.8.3.1. Participant's Overview
      • 8.8.3.2. Financial Performance
      • 8.8.3.3. Product Benchmarking
      • 8.8.3.4. Recent Developments
    • 8.8.4. Dynatrace LLC.
      • 8.8.4.1. Participant's Overview
      • 8.8.4.2. Financial Performance
      • 8.8.4.3. Product Benchmarking
      • 8.8.4.4. Recent Developments
    • 8.8.5. Hound Technology, Inc.
      • 8.8.5.1. Participant's Overview
      • 8.8.5.2. Financial Performance
      • 8.8.5.3. Product Benchmarking
      • 8.8.5.4. Recent Developments
    • 8.8.6. International Business Machines Corporation
      • 8.8.6.1. Participant's Overview
      • 8.8.6.2. Financial Performance
      • 8.8.6.3. Product Benchmarking
      • 8.8.6.4. Recent Developments
    • 8.8.7. Microsoft
      • 8.8.7.1. Participant's Overview
      • 8.8.7.2. Financial Performance
      • 8.8.7.3. Product Benchmarking
      • 8.8.7.4. Recent Developments
    • 8.8.8. Monte Carlo
      • 8.8.8.1. Participant's Overview
      • 8.8.8.2. Financial Performance
      • 8.8.8.3. Product Benchmarking
      • 8.8.8.4. Recent Developments
    • 8.8.9. New Relic, Inc.
      • 8.8.9.1. Participant's Overview
      • 8.8.9.2. Financial Performance
      • 8.8.9.3. Product Benchmarking
      • 8.8.9.4. Recent Developments
    • 8.8.10. Splunk Inc.
      • 8.8.10.1. Participant's Overview
      • 8.8.10.2. Financial Performance
      • 8.8.10.3. Product Benchmarking
      • 8.8.10.4. Recent Developments

List of Tables

  • Table 1 Global Data Observability Market by component, 2018 - 2030 (USD Million)
  • Table 2 Global Data Observability Market by deployment, 2018 - 2030 (USD Million)
  • Table 3 Global Data Observability Market by end use, 2018 - 2030 (USD Million)
  • Table 4 Global Data Observability Market by region, 2018 - 2030 (USD Million)
  • Table 5 North America Data Observability Market by country, 2018 - 2030 (USD Million)
  • Table 6 Europe Data Observability Market by country, 2018 - 2030 (USD Million)
  • Table 7 Asia Pacific Data Observability Market by country, 2018 - 2030 (USD Million)
  • Table 8 Latin America Data Observability Market by country, 2018 - 2030 (USD Million)
  • Table 9 MEA Data Observability Market by country, 2018 - 2030 (USD Million)
  • Table 10 Key companies launching new products/services
  • Table 11 Key companies engaged in mergers & acquisition
  • Table 12 Key companies engaged in Research & development
  • Table 13 Key Companies engaged in expansion

List of Figures

  • Fig. 1 Data Observability Market segmentation
  • Fig. 2 Market research process
  • Fig. 3 Information procurement
  • Fig. 4 Primary research pattern
  • Fig. 5 Market research approaches
  • Fig. 6 Market formulation & validation
  • Fig. 7 Data Observability Market snapshot
  • Fig. 8 Data Observability Market segment snapshot
  • Fig. 9 Data Observability Market competitive landscape snapshot
  • Fig. 10 Market driver impact analysis
  • Fig. 11 Market restraint impact analysis
  • Fig. 12 Data Observability Market, component outlook key takeaways (USD Million)
  • Fig. 13 Data Observability Market: component movement analysis 2024 & 2030 (USD Million)
  • Fig. 14 Solutions market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 15 Services market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 16 Data Observability Market: deployment outlook key takeaways (USD Million)
  • Fig. 17 Data Observability Market: deployment movement analysis 2024 & 2030 (USD Million)
  • Fig. 18 Public Cloud market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 19 Private Cloud market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 20 Data Observability Market: end use outlook key takeaways (USD Million)
  • Fig. 21 Data Observability Market: end use movement analysis 2024 & 2030 (USD Million)
  • Fig. 22 BFSI market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 23 IT & Telecom market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 24 Government & Public Sector market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 25 Energy & Utility market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 26 Manufacturing market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 27 Healthcare & Life Science market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 28 Retail & Consumer Goods market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 29 Others market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 30 Regional marketplace: Key takeaways
  • Fig. 31 Data Observability Market: Regional outlook, 2024 & 2030, USD Million
  • Fig. 32 North America Data Observability Market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 33 U.S. Data Observability Market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 34 Canada Data Observability Market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 35 Mexico Data Observability Market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 36 Europe Data Observability Market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 37 UK Data Observability Market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 38 Germany Data Observability Market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 39 France Data Observability Market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 40 Asia Pacific Data Observability Market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 41 China Data Observability Market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 42 Japan Data Observability Market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 43 India Data Observability Market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 44 South Korea Data Observability Market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 45 Australia Data Observability Market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 46 Latin America Data Observability Market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 47 Brazil Data Observability Market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 48 MEA Data Observability Market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 49 KSA Data Observability Market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 50 UAE Data Observability Market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 51 South Africa Data Observability Market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 52 Company Categorization
  • Fig. 53 Company Market Positioning
  • Fig. 54 Strategy framework