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市場調查報告書
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1791615

全球數據可觀測性市場

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個工作天內

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簡介目錄

預計到 2030 年全球數據可觀測性市場規模將達到 52 億美元

全球數據可觀測性市場規模預計在2024年為26億美元，到2030年將達到52億美元，2024年至2030年的複合年成長率為12.4%。數據可觀測性解決方案是本報告分析的細分市場之一，預計其複合年成長率將達到14.7%，到分析期結束時規模將達到31億美元。數據可觀測性服務細分市場在分析期間的複合年成長率預計為9.6%。

美國市場預計將達到 6.731 億美元，而中國市場預計將以 11.6% 的複合年成長率成長

美國數據可觀測性市場規模預計在2024年達到6.731億美元。預計到2030年，作為世界第二大經濟體的中國市場規模將達到8.004億美元，在2024-2030年的分析期內，複合年成長率為11.6%。其他值得關注的區域市場包括日本和加拿大，預計在分析期間內，這兩個市場的複合年成長率分別為11.8%和10.5%。在歐洲，預計德國市場的複合年成長率為8.8%。

全球數據可觀測性市場—主要趨勢與市場促進因素摘要

為什麼資料可觀察性正在成為現代化資料基礎設施的關鍵組成部分？

對於希望提升資料品質、可靠性和營運效率的組織而言，資料可觀測性已成為一項關鍵實踐。隨著數據主導決策成為常態，企業必須確保數據的準確性、完整性和及時性。資料可觀測性能夠持續監控、偵測並解決複雜資料生態系統中的資料異常，從而避免代價高昂的錯誤和不一致問題。

隨著雲端運算、人工智慧主導的分析和多重雲端環境的快速普及，企業面臨管理大規模資料管道的挑戰。傳統資料監控工具往往無法偵測到隱藏的資料問題，因此主動可觀測性對於現代企業至關重要。數據可觀測性工具利用機器學習、自動化沿襲追蹤和異常檢測，使企業能夠即時洞察其數據營運情況，並提高數據主導洞察的效率和可靠性。

數據可觀測性方面有哪些最新創新？

人工智慧驅動的異常檢測和預測分析正在透過實現主動問題解決，徹底改變資料可觀測性。現代可觀測性平台與雲端基礎的資料湖、資料倉儲和串流平台整合，提供資料品質指標的即時可見性。自動化根本原因分析也是一項關鍵創新，使組織能夠快速識別和解決數據問題，而無需手動干預。

另一項重大進展是，資料沿襲和元資料主導的可觀察性使組織能夠追蹤整個複雜流程中的資料變化，確保符合資料管治標準，並改善資料工程師和業務團隊之間的協作。此外，可觀察性即服務 (OaaS) 解決方案的興起，使企業能夠採用可擴展、經濟高效的可觀察性框架，而無需大量的基礎設施投資。

市場趨勢和監管政策如何影響數據可觀測性？

人工智慧驅動的商業智慧、即時分析和自助數據平台的日益普及，推動了對數據可觀測性解決方案的需求。隨著企業轉向分散式資料架構，確保端到端資料可靠性已成為重中之重。

GDPR、CCPA 和 HIPAA 等監管環境也對可觀察性格局產生了影響，要求企業維持資料處理的透明度並確保資料準確性。企業正在投資自動化可觀察性平台，以滿足合規性要求，同時改善整體資料管治。此外，DataOps 和 DevOps 方法的興起正在推動可觀察性與資料管道管理的整合，從而進一步推動市場成長。

是什麼推動了數據可觀測性市場的成長？

數據複雜性的不斷增加、人工智慧數據管治解決方案的採用以及數據品質保證的監管要求，推動了數據可觀測性市場的成長。企業機構正優先考慮可觀測性，以提高資料信任度、最佳化業務效率並防止資料宕機。

擴大終端用途也是一個關鍵因素，數據可觀測性解決方案已廣泛應用於金融、醫療保健、電子商務和數位服務領域。將可觀測性與雲端原生資料平台和機器學習流程結合，正在進一步加速市場應用。此外，雲端服務供應商、數據分析公司和可觀測性技術供應商之間的策略合作正在推動創新，並使組織能夠在日益複雜的環境中保持高數據品質標準。

部分

組件（數據可觀測性解決方案、數據可觀測性服務）；部署（公共雲端部署、私有雲端部署）；最終用戶（BFSI 最終用戶、IT 和電信最終用戶、政府和公共部門最終用戶、能源和公用事業最終用戶、製造業最終用戶、醫療保健和生命科學最終用戶、零售和消費品最終用戶、其他最終用戶）

受訪公司範例

  • 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

人工智慧整合

全球產業分析師利用可操作的專家內容和人工智慧工具改變市場和競爭情報。

Global Industry Analysts 沒有遵循典型的 LLM 或特定於行業的 SLM查詢，而是建立了一個從世界各地的專家收集的內容庫，其中包括影片錄像、BLOG、搜尋引擎研究以及大量的公司、產品/服務和市場數據。

關稅影響係數

全球產業分析師根據公司總部所在國家、製造地和進出口（成品和原始設備製造商）情況預測其競爭地位的變化。這種複雜而多面的市場動態預計將以多種方式影響競爭對手，包括銷貨成本(COGS) 上升、盈利下降、供應鏈重組以及其他微觀和宏觀市場動態。

目錄

第1章調查方法

第2章執行摘要

  • 市場概覽
  • 主要企業
  • 市場趨勢和促進因素
  • 全球市場展望

第3章市場分析

  • 美國
  • 加拿大
  • 日本
  • 中國
  • 歐洲
  • 法國
  • 德國
  • 義大利
  • 英國
  • 其他歐洲國家
  • 亞太地區
  • 其他地區

第4章 比賽

簡介目錄
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