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市場調查報告書
商品編碼
1530512

資料可觀測性市場規模、佔有率、趨勢分析報告：按組件、按部署、按最終用途、按地區、細分市場預測，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個工作天內

價格

資料可觀測性市場規模與趨勢

預計2023年全球資料可觀測市場規模為21.4億美元，2024年至2030年複合年成長率預計為12.2%。由於幾個關鍵因素，該市場正在經歷顯著成長。隨著公司越來越依賴資料主導的決策，他們面臨著資料複雜性和數量不斷增加的挑戰。這種複雜性，加上與資料品質不佳相關的成本上升，推動了對強大的可觀測性解決方案的需求。此外，各行業嚴格的監管合規要求需要更好的資料管治和監控。向雲端基礎的分散式資料架構的轉變進一步加速了對綜合資料可觀察性工具的需求，這些工具可以跨不同且通常是異質的資料環境提供可見性。

組織越來越依賴資料主導的策略來制定決策、最佳化業務和改善客戶體驗。這種依賴性強調了對高品質和可靠資料的需求，因為資料品質不佳會導致代價高昂的錯誤。資料可觀測性解決方案提供對資料品質、流程和沿襲的關鍵可見性，從而能夠快速檢測和解決異常情況。這些工具可確保您的分析系統基於準確且最新的資料運行，從而獲得更可靠的見解和更好的業務成果。隨著資料量和複雜性的增加，維護資料完整性變得至關重要，從而推動了對資料可觀測性解決方案的需求。

一個顯著的趨勢是透過自助服務工具實現資料品管的民主化。這些解決方案使非技術使用者能夠監控和維護資料質量，減輕 IT 部門的負擔，並在整個組織內培養資料責任文化。 DataOps 和 DataSecOps 的採用勢頭強勁，將資料可觀察性整合到更廣泛的資料管理和安全框架中。這種整體方法確保資料可觀察性不被視為獨立功能，而是無縫整合到從資料攝取到分析等的整個資料生命週期中。

GDPR 和 CCPA 等嚴格的資料隱私法規需要強大的資料管理機制。資料可觀測性工具對於合規性至關重要，它提供監控資料流和確保法律合規性所需的可見性。這些工具可以在問題導致違規之前檢測並緩解問題，從而降低罰款和聲譽受損的風險。這些解決方案透過提供詳細的資料管理見解來支援透明的合規性報告。隨著法規的發展，對先進資料可觀測性解決方案的需求預計將大幅增加。

全球資料可觀測性市場區隔報告

該報告預測了全球、區域和國家層面的收益成長，並對2018年至2030年各子區隔的最新行業趨勢進行了分析。在本研究中，Grand View Research, Inc. 根據組件、部署、最終用途和區域對全球資料可觀測性市場報告進行了細分。

目錄

第1章調查方法與範圍

第 2 章執行摘要

第3章資料可觀測性市場變數、趨勢與範圍

  • 市場介紹/系統展望
  • 市場動態
    • 市場促進因素分析
    • 市場限制因素分析
    • 產業挑戰
  • 資料可觀測性市場分析工具
    • 波特的分析
    • PESTEL分析

第 4 章資料可觀測性市場：組成部分、估計和趨勢分析

  • 細分儀表板
  • 資料可觀測性市場：成分變化分析，百萬美元，2023 年和 2030 年
  • 解決方案
  • 服務

第5章資料可觀測市場：發展、估算與趨勢分析

  • 細分儀表板
  • 資料可觀測市場：演化變異分析，百萬美元，2023 年和 2030 年
  • 公共雲端
  • 私有雲端

第6章資料可觀測性市場：最終用途、估計與趨勢分析

  • 細分儀表板
  • 資料可觀測性市場：最終用途變化分析，百萬美元，2023 年和 2030 年
  • BFSI
  • 資訊科技和通訊
  • 政府和公共部門
  • 能源/公共產業
  • 製造業
  • 醫學與生命科​​學
  • 零售/消費品
  • 其他

第7章資料可觀測市場：區域、估計與趨勢分析

  • 資料可觀測性市場佔有率（按地區），2023 年和 2030 年，百萬美元
  • 北美洲
    • 2018-2030 年北美資料可觀測市場估計與預測
    • 美國
    • 加拿大
    • 墨西哥
  • 歐洲
    • 2018-2030 年歐洲資料可觀測市場估計與預測
    • 英國
    • 德國
    • 法國
  • 亞太地區
    • 2018-2030 年亞太地區資料可觀測市場估計與預測
    • 中國
    • 日本
    • 印度
    • 韓國
    • 澳洲
  • 拉丁美洲
    • 拉丁美洲資料可觀測性市場估計與預測，2018-2030 年
    • 巴西
  • 中東/非洲
    • 2018-2030年中東和非洲資料可觀測市場估計和預測
    • 沙烏地阿拉伯
    • 阿拉伯聯合大公國
    • 南非

第8章 競爭格局

  • 公司分類
  • 公司市場定位
  • 參與企業概況
  • 組件基準測試
  • 企業熱力圖分析
  • 策略規劃
  • 公司簡介/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