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市场调查报告书
商品编码
1791615

全球数据可观测性市场

Data Observability
出版日期: | 出版商: Global Industry Analysts, Inc. | 英文 179 Pages | 商品交期: 最快1-2个工作天内

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简介目录

预计到 2030 年全球数据可观测性市场规模将达到 52 亿美元

全球数据可观测性市场规模预计在2024年为26亿美元，到2030年将达到52亿美元，2024年至2030年的复合年增长率为12.4%。数据可观测性解决方案是本报告分析的细分市场之一，预计其复合年增长率将达到14.7%，到分析期结束时规模将达到31亿美元。数据可观测性服务细分市场在分析期间的复合年增长率预计为9.6%。

美国市场预计将达到 6.731 亿美元，而中国市场预计将以 11.6% 的复合年增长率成长

美国数据可观测性市场规模预计在2024年达到6.731亿美元。预计到2030年，作为世界第二大经济体的中国市场规模将达到8.004亿美元，在2024-2030年的分析期内，复合年增长率为11.6%。其他值得关注的区域市场包括日本和加拿大，预计在分析期间内，这两个市场的复合年增长率分别为11.8%和10.5%。在欧洲，预计德国市场的复合年增长率为8.8%。

全球数据可观测性市场—主要趋势与市场驱动因素摘要

为什么资料可观察性正在成为现代化资料基础设施的关键组成部分？

对于希望提升资料品质、可靠性和营运效率的组织而言，资料可观测性已成为一项关键实践。随着数据主导决策成为常态，企业必须确保数据的准确性、完整性和及时性。资料可观测性能够持续监控、侦测并解决复杂资料生态系统中的资料异常，从而避免代价高昂的错误和不一致问题。

随着云端运算、人工智慧主导的分析和多重云端环境的快速普及，企业面临管理大规模资料管道的挑战。传统资料监控工具往往无法侦测到隐藏的资料问题，因此主动可观测性对于现代企业至关重要。数据可观测性工具利用机器学习、自动化沿袭追踪和异常检测，使企业能够即时洞察其数据营运情况，并提高数据主导洞察的效率和可靠性。

数据可观测性方面有哪些最新创新？

人工智慧驱动的异常检测和预测分析正在透过实现主动问题解决，彻底改变资料可观测性。现代可观测性平台与云端基础的资料湖、资料仓储和串流平台集成，提供资料品质指标的即时可见性。自动化根本原因分析也是一项关键创新，使组织能够快速识别和解决数据问题，而无需手动干预。

另一项重大进展是，资料沿袭和元资料主导的可观察性使组织能够追踪整个复杂流程中的资料变化，确保符合资料管治标准，并改善资料工程师和业务团队之间的协作。此外，可观察性即服务 (OaaS) 解决方案的兴起，使企业能够采用可扩展、经济高效的可观察性框架，而无需大量的基础设施投资。

市场趋势和监管政策如何影响数据可观测性？

人工智慧驱动的商业智慧、即时分析和自助数据平台的日益普及，推动了对数据可观测性解决方案的需求。随着企业转向分散式资料架构，确保端到端资料可靠性已成为重中之重。

GDPR、CCPA 和 HIPAA 等监管环境也对可观察性格局产生了影响，要求企业维持资料处理的透明度并确保资料准确性。企业正在投资自动化可观察性平台，以满足合规性要求，同时改善整体资料管治。此外，DataOps 和 DevOps 方法的兴起正在推动可观察性与资料管道管理的集成，从而进一步推动市场成长。

是什么推动了数据可观测性市场的成长？

数据复杂性的不断增加、人工智慧数据管治解决方案的采用以及数据品质保证的监管要求，推动了数据可观测性市场的成长。企业机构正优先考虑可观测性，以提高资料信任度、优化业务效率并防止资料宕机。

扩大终端用途也是一个关键因素，数据可观测性解决方案已广泛应用于金融、医疗保健、电子商务和数位服务领域。将可观测性与云端原生资料平台和机器学习流程结合，正在进一步加速市场应用。此外，云端服务供应商、数据分析公司和可观测性技术供应商之间的策略合作正在推动创新，并使组织能够在日益复杂的环境中保持高数据品质标准。

部分

组件（数据可观测性解决方案、数据可观测性服务）；部署（公共云端部署、私有云端部署）；最终用户（BFSI 最终用户、IT 和电信最终用户、政府和公共部门最终用户、能源和公用事业最终用户、製造业最终用户、医疗保健和生命科学最终用户、零售和消费品最终用户、其他最终用户）

受访公司范例

  • Acceldata
  • Anomalo
  • AppDynamics
  • Bigeye
  • Datadog
  • Dynatrace
  • Elastic
  • Grafana Labs
  • Honeycomb
  • Instana
  • Lightstep
  • Metaplane
  • Monte Carlo
  • New Relic
  • Redgate
  • SolarWinds
  • Splunk
  • StackState
  • Sumo Logic
  • Unravel Data

人工智慧集成

全球产业分析师利用可操作的专家内容和人工智慧工具改变市场和竞争情报。

Global Industry Analysts 没有遵循典型的 LLM 或特定于行业的 SLM查询，而是建立了一个从世界各地的专家收集的内容库，其中包括视频录像、博客、搜寻引擎研究以及大量的公司、产品/服务和市场数据。

关税影响係数

全球产业分析师根据公司总部所在国家、製造地和进出口（成品和原始设备製造商）情况预测其竞争地位的变化。这种复杂而多面的市场动态预计将以多种方式影响竞争对手，包括销货成本(COGS) 上升、盈利下降、供应链重组以及其他微观和宏观市场动态。

目录

第一章调查方法

第二章执行摘要

  • 市场概览
  • 主要企业
  • 市场趋势和驱动因素
  • 全球市场展望

第三章市场分析

  • 美国
  • 加拿大
  • 日本
  • 中国
  • 欧洲
  • 法国
  • 德国
  • 义大利
  • 英国
  • 其他欧洲国家
  • 亚太地区
  • 其他地区

第四章 比赛

简介目录
Product Code: MCP30368

Global Data Observability Market to Reach US$5.2 Billion by 2030

The global market for Data Observability estimated at US$2.6 Billion in the year 2024, is expected to reach US$5.2 Billion by 2030, growing at a CAGR of 12.4% over the analysis period 2024-2030. Data Observability Solutions, one of the segments analyzed in the report, is expected to record a 14.7% CAGR and reach US$3.1 Billion by the end of the analysis period. Growth in the Data Observability Services segment is estimated at 9.6% CAGR over the analysis period.

The U.S. Market is Estimated at US$673.1 Million While China is Forecast to Grow at 11.6% CAGR

The Data Observability market in the U.S. is estimated at US$673.1 Million in the year 2024. China, the world's second largest economy, is forecast to reach a projected market size of US$800.4 Million by the year 2030 trailing a CAGR of 11.6% over the analysis period 2024-2030. Among the other noteworthy geographic markets are Japan and Canada, each forecast to grow at a CAGR of 11.8% and 10.5% respectively over the analysis period. Within Europe, Germany is forecast to grow at approximately 8.8% CAGR.

Global Data Observability Market - Key Trends & Growth Drivers Summarized

Why Is Data Observability Becoming a Critical Component of Modern Data Infrastructure?

Data observability has emerged as a crucial practice for organizations seeking to improve data quality, reliability, and operational efficiency. As data-driven decision-making becomes the norm, businesses must ensure that their data is accurate, complete, and timely. Data observability provides continuous monitoring, detection, and resolution of data anomalies across complex data ecosystems, preventing costly errors and inconsistencies.

With the rapid adoption of cloud computing, AI-driven analytics, and multi-cloud environments, enterprises face challenges in managing large-scale data pipelines. Traditional data monitoring tools often fail to detect hidden data issues, making proactive observability essential for modern businesses. By leveraging machine learning, automated lineage tracking, and anomaly detection, data observability tools enable organizations to gain real-time visibility into their data operations, improving efficiency and trust in data-driven insights.

What Are the Latest Innovations in Data Observability?

AI-powered anomaly detection and predictive analytics are revolutionizing data observability by enabling proactive issue resolution. Modern observability platforms integrate with cloud-based data lakes, data warehouses, and streaming platforms to provide real-time visibility into data quality metrics. Automated root cause analysis is another key innovation, helping organizations quickly identify and resolve data issues without manual intervention.

Another major advancement is the use of data lineage and metadata-driven observability, which allows organizations to track data changes across complex pipelines. This ensures compliance with data governance standards and improves collaboration between data engineers and business teams. Additionally, the rise of observability-as-a-service (OaaS) solutions is enabling enterprises to implement scalable and cost-effective observability frameworks without extensive infrastructure investments.

How Are Market Trends and Regulatory Policies Influencing Data Observability?

The increasing adoption of AI-driven business intelligence, real-time analytics, and self-service data platforms has fueled demand for data observability solutions. As enterprises move towards decentralized data architectures, ensuring end-to-end data reliability has become a top priority.

Regulatory frameworks such as GDPR, CCPA, and HIPAA have also influenced the observability landscape, requiring businesses to maintain transparency in data processing and ensure data accuracy. Organizations are investing in automated observability platforms to meet compliance requirements while improving overall data governance. Additionally, the rise of DataOps and DevOps methodologies has encouraged the integration of observability into data pipeline management, driving further market growth.

What Is Driving the Growth of the Data Observability Market?

The growth in the data observability market is driven by increasing data complexity, the adoption of AI-powered data governance solutions, and regulatory mandates for data quality assurance. Organizations are prioritizing observability to enhance data reliability, optimize operational efficiency, and prevent data downtime.

End-use expansion is another key factor, with data observability solutions being widely adopted in finance, healthcare, e-commerce, and digital services. The integration of observability with cloud-native data platforms and machine learning pipelines is further accelerating market adoption. Additionally, strategic collaborations between cloud service providers, data analytics firms, and observability technology vendors are fostering innovation, ensuring that organizations can maintain high data quality standards in increasingly complex environments.

SCOPE OF STUDY:

The report analyzes the Data Observability market in terms of units by the following Segments, and Geographic Regions/Countries:

Segments:

Component (Data Observability Solutions, Data Observability Services); Deployment (Public Cloud Deployment, Private Cloud Deployment); End-Use (BFSI End-Use, IT and Telecom End-Use, Government and Public Sector End-Use, Energy and Utility End-Use, Manufacturing End-Use, Healthcare and Life Sciences End-Use, Retail and Consumer Goods End-Use, Other End-Uses)

Geographic Regions/Countries:

World; United States; Canada; Japan; China; Europe (France; Germany; Italy; United Kingdom; and Rest of Europe); Asia-Pacific; Rest of World.

Select Competitors (Total 41 Featured) -

  • Acceldata
  • Anomalo
  • AppDynamics
  • Bigeye
  • Datadog
  • Dynatrace
  • Elastic
  • Grafana Labs
  • Honeycomb
  • Instana
  • Lightstep
  • Metaplane
  • Monte Carlo
  • New Relic
  • Redgate
  • SolarWinds
  • Splunk
  • StackState
  • Sumo Logic
  • Unravel Data

AI INTEGRATIONS

We're transforming market and competitive intelligence with validated expert content and AI tools.

Instead of following the general norm of querying LLMs and Industry-specific SLMs, we built repositories of content curated from domain experts worldwide including video transcripts, blogs, search engines research, and massive amounts of enterprise, product/service, and market data.

TARIFF IMPACT FACTOR

Our new release incorporates impact of tariffs on geographical markets as we predict a shift in competitiveness of companies based on HQ country, manufacturing base, exports and imports (finished goods and OEM). This intricate and multifaceted market reality will impact competitors by increasing the Cost of Goods Sold (COGS), reducing profitability, reconfiguring supply chains, amongst other micro and macro market dynamics.

TABLE OF CONTENTS

I. METHODOLOGY

II. EXECUTIVE SUMMARY

  • 1. MARKET OVERVIEW
    • Influencer Market Insights
    • Tariff Impact on Global Supply Chain Patterns
    • Data Observability - Global Key Competitors Percentage Market Share in 2025 (E)
    • Competitive Market Presence - Strong/Active/Niche/Trivial for Players Worldwide in 2025 (E)
  • 2. FOCUS ON SELECT PLAYERS
  • 3. MARKET TRENDS & DRIVERS
    • Growing Complexity of Modern Data Architectures Throws the Spotlight on the Need for Real-Time Data Observability Platforms
    • Surging Adoption of DataOps and Agile Data Engineering Practices Strengthens the Business Case for End-to-End Observability
    • Rising Data Quality Incidents and Pipeline Failures Drive Investment in Proactive Monitoring and Root Cause Analysis Tools
    • Adoption of Multi-Cloud and Hybrid Data Environments Expands the Addressable Market for Cross-Platform Observability Solutions
    • Explosion of Data Volume, Velocity, and Variety in Enterprises Fuels Demand for Scalable and Automated Observability Frameworks
    • Increased Focus on Data Reliability and Trust Accelerates Adoption of Observability as a Core Pillar of Data Governance
    • Integration of AI/ML for Anomaly Detection and Auto-Remediation Enhances the Value Proposition of Observability Platforms
    • Shift Toward Decentralized Data Ownership Models, Such as Data Mesh, Spurs Need for Domain-Level Data Monitoring Capabilities
    • Adoption of Event-Driven Architectures and Streaming Pipelines Creates New Demand for Real-Time Observability Across Data Flows
    • Pressure to Reduce Time-to-Incident and Improve Data SLAs Drives Organizations to Prioritize Data Pipeline Health Monitoring
    • Emergence of Open Source Observability Tools and Frameworks Encourages Adoption by Cost-Conscious and Tech-Savvy Enterprises
    • Proliferation of Data Consumers Across Business Functions Increases the Need for Transparent and Auditable Data Lineage
    • Integration of Observability with Existing Data Catalogs and Governance Platforms Enhances Enterprise-Wide Data Visibility
    • Expansion of Self-Service Analytics and Citizen Data Science Highlights the Importance of Upstream Data Quality Monitoring
  • 4. GLOBAL MARKET PERSPECTIVE
    • TABLE 1: World Data Observability Market Analysis of Annual Sales in US$ Million for Years 2015 through 2030
    • TABLE 2: World Recent Past, Current & Future Analysis for Data Observability 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 2024 through 2030 and % CAGR
    • TABLE 3: World 6-Year Perspective for Data Observability by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets for Years 2025 & 2030
    • TABLE 4: World Recent Past, Current & Future Analysis for Data Observability Solutions 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 2024 through 2030 and % CAGR
    • TABLE 5: World 6-Year Perspective for Data Observability Solutions by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 6: World Recent Past, Current & Future Analysis for Data Observability Services 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 2024 through 2030 and % CAGR
    • TABLE 7: World 6-Year Perspective for Data Observability Services by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 8: World Recent Past, Current & Future Analysis for Healthcare & Life Sciences End-Use 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 2024 through 2030 and % CAGR
    • TABLE 9: World 6-Year Perspective for Healthcare & Life Sciences End-Use by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 10: World Recent Past, Current & Future Analysis for Retail & Consumer Goods End-Use 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 2024 through 2030 and % CAGR
    • TABLE 11: World 6-Year Perspective for Retail & Consumer Goods End-Use by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 12: World Recent Past, Current & Future Analysis for Other End-Uses 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 2024 through 2030 and % CAGR
    • TABLE 13: World 6-Year Perspective for Other End-Uses by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 14: World Recent Past, Current & Future Analysis for BFSI End-Use 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 2024 through 2030 and % CAGR
    • TABLE 15: World 6-Year Perspective for BFSI End-Use by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 16: World Recent Past, Current & Future Analysis for IT & Telecom End-Use 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 2024 through 2030 and % CAGR
    • TABLE 17: World 6-Year Perspective for IT & Telecom End-Use by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 18: World Recent Past, Current & Future Analysis for Government & Public Sector End-Use 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 2024 through 2030 and % CAGR
    • TABLE 19: World 6-Year Perspective for Government & Public Sector End-Use by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 20: World Recent Past, Current & Future Analysis for Energy & Utility End-Use 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 2024 through 2030 and % CAGR
    • TABLE 21: World 6-Year Perspective for Energy & Utility End-Use by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 22: World Recent Past, Current & Future Analysis for Manufacturing End-Use 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 2024 through 2030 and % CAGR
    • TABLE 23: World 6-Year Perspective for Manufacturing End-Use by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 24: World Recent Past, Current & Future Analysis for Public Cloud Deployment 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 2024 through 2030 and % CAGR
    • TABLE 25: World 6-Year Perspective for Public Cloud Deployment by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 26: World Recent Past, Current & Future Analysis for Private Cloud Deployment 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 2024 through 2030 and % CAGR
    • TABLE 27: World 6-Year Perspective for Private Cloud Deployment by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030

III. MARKET ANALYSIS

  • UNITED STATES
    • Data Observability Market Presence - Strong/Active/Niche/Trivial - Key Competitors in the United States for 2025 (E)
    • TABLE 28: USA Recent Past, Current & Future Analysis for Data Observability by Component - Data Observability Solutions and Data Observability Services - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 29: USA 6-Year Perspective for Data Observability by Component - Percentage Breakdown of Value Sales for Data Observability Solutions and Data Observability Services for the Years 2025 & 2030
    • TABLE 30: USA Recent Past, Current & Future Analysis for Data Observability by End-Use - Healthcare & Life Sciences End-Use, Retail & Consumer Goods End-Use, Other End-Uses, BFSI End-Use, IT & Telecom End-Use, Government & Public Sector End-Use, Energy & Utility End-Use and Manufacturing End-Use - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 31: USA 6-Year Perspective for Data Observability by End-Use - Percentage Breakdown of Value Sales for Healthcare & Life Sciences End-Use, Retail & Consumer Goods End-Use, Other End-Uses, BFSI End-Use, IT & Telecom End-Use, Government & Public Sector End-Use, Energy & Utility End-Use and Manufacturing End-Use for the Years 2025 & 2030
    • TABLE 32: USA Recent Past, Current & Future Analysis for Data Observability by Deployment - Public Cloud Deployment and Private Cloud Deployment - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 33: USA 6-Year Perspective for Data Observability by Deployment - Percentage Breakdown of Value Sales for Public Cloud Deployment and Private Cloud Deployment for the Years 2025 & 2030
  • CANADA
    • TABLE 34: Canada Recent Past, Current & Future Analysis for Data Observability by Component - Data Observability Solutions and Data Observability Services - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 35: Canada 6-Year Perspective for Data Observability by Component - Percentage Breakdown of Value Sales for Data Observability Solutions and Data Observability Services for the Years 2025 & 2030
    • TABLE 36: Canada Recent Past, Current & Future Analysis for Data Observability by End-Use - Healthcare & Life Sciences End-Use, Retail & Consumer Goods End-Use, Other End-Uses, BFSI End-Use, IT & Telecom End-Use, Government & Public Sector End-Use, Energy & Utility End-Use and Manufacturing End-Use - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 37: Canada 6-Year Perspective for Data Observability by End-Use - Percentage Breakdown of Value Sales for Healthcare & Life Sciences End-Use, Retail & Consumer Goods End-Use, Other End-Uses, BFSI End-Use, IT & Telecom End-Use, Government & Public Sector End-Use, Energy & Utility End-Use and Manufacturing End-Use for the Years 2025 & 2030
    • TABLE 38: Canada Recent Past, Current & Future Analysis for Data Observability by Deployment - Public Cloud Deployment and Private Cloud Deployment - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 39: Canada 6-Year Perspective for Data Observability by Deployment - Percentage Breakdown of Value Sales for Public Cloud Deployment and Private Cloud Deployment for the Years 2025 & 2030
  • JAPAN
    • Data Observability Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Japan for 2025 (E)
    • TABLE 40: Japan Recent Past, Current & Future Analysis for Data Observability by Component - Data Observability Solutions and Data Observability Services - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 41: Japan 6-Year Perspective for Data Observability by Component - Percentage Breakdown of Value Sales for Data Observability Solutions and Data Observability Services for the Years 2025 & 2030
    • TABLE 42: Japan Recent Past, Current & Future Analysis for Data Observability by End-Use - Healthcare & Life Sciences End-Use, Retail & Consumer Goods End-Use, Other End-Uses, BFSI End-Use, IT & Telecom End-Use, Government & Public Sector End-Use, Energy & Utility End-Use and Manufacturing End-Use - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 43: Japan 6-Year Perspective for Data Observability by End-Use - Percentage Breakdown of Value Sales for Healthcare & Life Sciences End-Use, Retail & Consumer Goods End-Use, Other End-Uses, BFSI End-Use, IT & Telecom End-Use, Government & Public Sector End-Use, Energy & Utility End-Use and Manufacturing End-Use for the Years 2025 & 2030
    • TABLE 44: Japan Recent Past, Current & Future Analysis for Data Observability by Deployment - Public Cloud Deployment and Private Cloud Deployment - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 45: Japan 6-Year Perspective for Data Observability by Deployment - Percentage Breakdown of Value Sales for Public Cloud Deployment and Private Cloud Deployment for the Years 2025 & 2030
  • CHINA
    • Data Observability Market Presence - Strong/Active/Niche/Trivial - Key Competitors in China for 2025 (E)
    • TABLE 46: China Recent Past, Current & Future Analysis for Data Observability by Component - Data Observability Solutions and Data Observability Services - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 47: China 6-Year Perspective for Data Observability by Component - Percentage Breakdown of Value Sales for Data Observability Solutions and Data Observability Services for the Years 2025 & 2030
    • TABLE 48: China Recent Past, Current & Future Analysis for Data Observability by End-Use - Healthcare & Life Sciences End-Use, Retail & Consumer Goods End-Use, Other End-Uses, BFSI End-Use, IT & Telecom End-Use, Government & Public Sector End-Use, Energy & Utility End-Use and Manufacturing End-Use - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 49: China 6-Year Perspective for Data Observability by End-Use - Percentage Breakdown of Value Sales for Healthcare & Life Sciences End-Use, Retail & Consumer Goods End-Use, Other End-Uses, BFSI End-Use, IT & Telecom End-Use, Government & Public Sector End-Use, Energy & Utility End-Use and Manufacturing End-Use for the Years 2025 & 2030
    • TABLE 50: China Recent Past, Current & Future Analysis for Data Observability by Deployment - Public Cloud Deployment and Private Cloud Deployment - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 51: China 6-Year Perspective for Data Observability by Deployment - Percentage Breakdown of Value Sales for Public Cloud Deployment and Private Cloud Deployment for the Years 2025 & 2030
  • EUROPE
    • Data Observability Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Europe for 2025 (E)
    • TABLE 52: Europe Recent Past, Current & Future Analysis for Data Observability by Geographic Region - France, Germany, Italy, UK and Rest of Europe Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 53: Europe 6-Year Perspective for Data Observability by Geographic Region - Percentage Breakdown of Value Sales for France, Germany, Italy, UK and Rest of Europe Markets for Years 2025 & 2030
    • TABLE 54: Europe Recent Past, Current & Future Analysis for Data Observability by Component - Data Observability Solutions and Data Observability Services - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 55: Europe 6-Year Perspective for Data Observability by Component - Percentage Breakdown of Value Sales for Data Observability Solutions and Data Observability Services for the Years 2025 & 2030
    • TABLE 56: Europe Recent Past, Current & Future Analysis for Data Observability by End-Use - Healthcare & Life Sciences End-Use, Retail & Consumer Goods End-Use, Other End-Uses, BFSI End-Use, IT & Telecom End-Use, Government & Public Sector End-Use, Energy & Utility End-Use and Manufacturing End-Use - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 57: Europe 6-Year Perspective for Data Observability by End-Use - Percentage Breakdown of Value Sales for Healthcare & Life Sciences End-Use, Retail & Consumer Goods End-Use, Other End-Uses, BFSI End-Use, IT & Telecom End-Use, Government & Public Sector End-Use, Energy & Utility End-Use and Manufacturing End-Use for the Years 2025 & 2030
    • TABLE 58: Europe Recent Past, Current & Future Analysis for Data Observability by Deployment - Public Cloud Deployment and Private Cloud Deployment - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 59: Europe 6-Year Perspective for Data Observability by Deployment - Percentage Breakdown of Value Sales for Public Cloud Deployment and Private Cloud Deployment for the Years 2025 & 2030
  • FRANCE
    • Data Observability Market Presence - Strong/Active/Niche/Trivial - Key Competitors in France for 2025 (E)
    • TABLE 60: France Recent Past, Current & Future Analysis for Data Observability by Component - Data Observability Solutions and Data Observability Services - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 61: France 6-Year Perspective for Data Observability by Component - Percentage Breakdown of Value Sales for Data Observability Solutions and Data Observability Services for the Years 2025 & 2030
    • TABLE 62: France Recent Past, Current & Future Analysis for Data Observability by End-Use - Healthcare & Life Sciences End-Use, Retail & Consumer Goods End-Use, Other End-Uses, BFSI End-Use, IT & Telecom End-Use, Government & Public Sector End-Use, Energy & Utility End-Use and Manufacturing End-Use - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 63: France 6-Year Perspective for Data Observability by End-Use - Percentage Breakdown of Value Sales for Healthcare & Life Sciences End-Use, Retail & Consumer Goods End-Use, Other End-Uses, BFSI End-Use, IT & Telecom End-Use, Government & Public Sector End-Use, Energy & Utility End-Use and Manufacturing End-Use for the Years 2025 & 2030
    • TABLE 64: France Recent Past, Current & Future Analysis for Data Observability by Deployment - Public Cloud Deployment and Private Cloud Deployment - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 65: France 6-Year Perspective for Data Observability by Deployment - Percentage Breakdown of Value Sales for Public Cloud Deployment and Private Cloud Deployment for the Years 2025 & 2030
  • GERMANY
    • Data Observability Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Germany for 2025 (E)
    • TABLE 66: Germany Recent Past, Current & Future Analysis for Data Observability by Component - Data Observability Solutions and Data Observability Services - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 67: Germany 6-Year Perspective for Data Observability by Component - Percentage Breakdown of Value Sales for Data Observability Solutions and Data Observability Services for the Years 2025 & 2030
    • TABLE 68: Germany Recent Past, Current & Future Analysis for Data Observability by End-Use - Healthcare & Life Sciences End-Use, Retail & Consumer Goods End-Use, Other End-Uses, BFSI End-Use, IT & Telecom End-Use, Government & Public Sector End-Use, Energy & Utility End-Use and Manufacturing End-Use - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 69: Germany 6-Year Perspective for Data Observability by End-Use - Percentage Breakdown of Value Sales for Healthcare & Life Sciences End-Use, Retail & Consumer Goods End-Use, Other End-Uses, BFSI End-Use, IT & Telecom End-Use, Government & Public Sector End-Use, Energy & Utility End-Use and Manufacturing End-Use for the Years 2025 & 2030
    • TABLE 70: Germany Recent Past, Current & Future Analysis for Data Observability by Deployment - Public Cloud Deployment and Private Cloud Deployment - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 71: Germany 6-Year Perspective for Data Observability by Deployment - Percentage Breakdown of Value Sales for Public Cloud Deployment and Private Cloud Deployment for the Years 2025 & 2030
  • ITALY
    • TABLE 72: Italy Recent Past, Current & Future Analysis for Data Observability by Component - Data Observability Solutions and Data Observability Services - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 73: Italy 6-Year Perspective for Data Observability by Component - Percentage Breakdown of Value Sales for Data Observability Solutions and Data Observability Services for the Years 2025 & 2030
    • TABLE 74: Italy Recent Past, Current & Future Analysis for Data Observability by End-Use - Healthcare & Life Sciences End-Use, Retail & Consumer Goods End-Use, Other End-Uses, BFSI End-Use, IT & Telecom End-Use, Government & Public Sector End-Use, Energy & Utility End-Use and Manufacturing End-Use - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 75: Italy 6-Year Perspective for Data Observability by End-Use - Percentage Breakdown of Value Sales for Healthcare & Life Sciences End-Use, Retail & Consumer Goods End-Use, Other End-Uses, BFSI End-Use, IT & Telecom End-Use, Government & Public Sector End-Use, Energy & Utility End-Use and Manufacturing End-Use for the Years 2025 & 2030
    • TABLE 76: Italy Recent Past, Current & Future Analysis for Data Observability by Deployment - Public Cloud Deployment and Private Cloud Deployment - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 77: Italy 6-Year Perspective for Data Observability by Deployment - Percentage Breakdown of Value Sales for Public Cloud Deployment and Private Cloud Deployment for the Years 2025 & 2030
  • UNITED KINGDOM
    • Data Observability Market Presence - Strong/Active/Niche/Trivial - Key Competitors in the United Kingdom for 2025 (E)
    • TABLE 78: UK Recent Past, Current & Future Analysis for Data Observability by Component - Data Observability Solutions and Data Observability Services - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 79: UK 6-Year Perspective for Data Observability by Component - Percentage Breakdown of Value Sales for Data Observability Solutions and Data Observability Services for the Years 2025 & 2030
    • TABLE 80: UK Recent Past, Current & Future Analysis for Data Observability by End-Use - Healthcare & Life Sciences End-Use, Retail & Consumer Goods End-Use, Other End-Uses, BFSI End-Use, IT & Telecom End-Use, Government & Public Sector End-Use, Energy & Utility End-Use and Manufacturing End-Use - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 81: UK 6-Year Perspective for Data Observability by End-Use - Percentage Breakdown of Value Sales for Healthcare & Life Sciences End-Use, Retail & Consumer Goods End-Use, Other End-Uses, BFSI End-Use, IT & Telecom End-Use, Government & Public Sector End-Use, Energy & Utility End-Use and Manufacturing End-Use for the Years 2025 & 2030
    • TABLE 82: UK Recent Past, Current & Future Analysis for Data Observability by Deployment - Public Cloud Deployment and Private Cloud Deployment - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 83: UK 6-Year Perspective for Data Observability by Deployment - Percentage Breakdown of Value Sales for Public Cloud Deployment and Private Cloud Deployment for the Years 2025 & 2030
  • REST OF EUROPE
    • TABLE 84: Rest of Europe Recent Past, Current & Future Analysis for Data Observability by Component - Data Observability Solutions and Data Observability Services - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 85: Rest of Europe 6-Year Perspective for Data Observability by Component - Percentage Breakdown of Value Sales for Data Observability Solutions and Data Observability Services for the Years 2025 & 2030
    • TABLE 86: Rest of Europe Recent Past, Current & Future Analysis for Data Observability by End-Use - Healthcare & Life Sciences End-Use, Retail & Consumer Goods End-Use, Other End-Uses, BFSI End-Use, IT & Telecom End-Use, Government & Public Sector End-Use, Energy & Utility End-Use and Manufacturing End-Use - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 87: Rest of Europe 6-Year Perspective for Data Observability by End-Use - Percentage Breakdown of Value Sales for Healthcare & Life Sciences End-Use, Retail & Consumer Goods End-Use, Other End-Uses, BFSI End-Use, IT & Telecom End-Use, Government & Public Sector End-Use, Energy & Utility End-Use and Manufacturing End-Use for the Years 2025 & 2030
    • TABLE 88: Rest of Europe Recent Past, Current & Future Analysis for Data Observability by Deployment - Public Cloud Deployment and Private Cloud Deployment - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 89: Rest of Europe 6-Year Perspective for Data Observability by Deployment - Percentage Breakdown of Value Sales for Public Cloud Deployment and Private Cloud Deployment for the Years 2025 & 2030
  • ASIA-PACIFIC
    • Data Observability Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Asia-Pacific for 2025 (E)
    • TABLE 90: Asia-Pacific Recent Past, Current & Future Analysis for Data Observability by Component - Data Observability Solutions and Data Observability Services - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 91: Asia-Pacific 6-Year Perspective for Data Observability by Component - Percentage Breakdown of Value Sales for Data Observability Solutions and Data Observability Services for the Years 2025 & 2030
    • TABLE 92: Asia-Pacific Recent Past, Current & Future Analysis for Data Observability by End-Use - Healthcare & Life Sciences End-Use, Retail & Consumer Goods End-Use, Other End-Uses, BFSI End-Use, IT & Telecom End-Use, Government & Public Sector End-Use, Energy & Utility End-Use and Manufacturing End-Use - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 93: Asia-Pacific 6-Year Perspective for Data Observability by End-Use - Percentage Breakdown of Value Sales for Healthcare & Life Sciences End-Use, Retail & Consumer Goods End-Use, Other End-Uses, BFSI End-Use, IT & Telecom End-Use, Government & Public Sector End-Use, Energy & Utility End-Use and Manufacturing End-Use for the Years 2025 & 2030
    • TABLE 94: Asia-Pacific Recent Past, Current & Future Analysis for Data Observability by Deployment - Public Cloud Deployment and Private Cloud Deployment - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 95: Asia-Pacific 6-Year Perspective for Data Observability by Deployment - Percentage Breakdown of Value Sales for Public Cloud Deployment and Private Cloud Deployment for the Years 2025 & 2030
  • REST OF WORLD
    • TABLE 96: Rest of World Recent Past, Current & Future Analysis for Data Observability by Component - Data Observability Solutions and Data Observability Services - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 97: Rest of World 6-Year Perspective for Data Observability by Component - Percentage Breakdown of Value Sales for Data Observability Solutions and Data Observability Services for the Years 2025 & 2030
    • TABLE 98: Rest of World Recent Past, Current & Future Analysis for Data Observability by End-Use - Healthcare & Life Sciences End-Use, Retail & Consumer Goods End-Use, Other End-Uses, BFSI End-Use, IT & Telecom End-Use, Government & Public Sector End-Use, Energy & Utility End-Use and Manufacturing End-Use - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 99: Rest of World 6-Year Perspective for Data Observability by End-Use - Percentage Breakdown of Value Sales for Healthcare & Life Sciences End-Use, Retail & Consumer Goods End-Use, Other End-Uses, BFSI End-Use, IT & Telecom End-Use, Government & Public Sector End-Use, Energy & Utility End-Use and Manufacturing End-Use for the Years 2025 & 2030
    • TABLE 100: Rest of World Recent Past, Current & Future Analysis for Data Observability by Deployment - Public Cloud Deployment and Private Cloud Deployment - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 101: Rest of World 6-Year Perspective for Data Observability by Deployment - Percentage Breakdown of Value Sales for Public Cloud Deployment and Private Cloud Deployment for the Years 2025 & 2030

IV. COMPETITION