데이터 관측가능성 시장 규모, 점유율, 동향 분석 보고서 : 구성요소별, 전개별, 최종 용도별, 지역별, 부문별 예측(2024-2030년)

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