셀프서비스 분석 시장 - 세계 산업 규모, 점유율, 동향, 기회, 예측 : 도입 형태별, 용도별, 업계별, 지역별 및 경쟁 상황(2021-2031년)

The Global Self-service Analytics Market is projected to expand from USD 6.17 Billion in 2025 to USD 16.61 Billion by 2031, achieving a CAGR of 17.95%. This sector involves business intelligence environments that empower line-of-business professionals to query data, create reports, and visualize results without needing direct assistance from the IT department. The market is largely driven by the urgent need for real-time decision-making and the strategic goal of democratizing data access, which helps eliminate delays caused by centralized IT reporting. According to TDWI, in 2025, more than 60% of organizations noted leadership support for self-service initiatives, highlighting a strong commitment to fostering workforce autonomy as a primary growth driver.

Despite this positive trajectory, the market's growth encounters significant obstacles regarding information consistency and data governance. When non-technical users generate reports independently, organizations face the risk of producing contradictory insights and creating security gaps due to insufficient centralized oversight. The challenge of maintaining rigorous quality control while enabling user agility can undermine confidence in data outputs, potentially stalling the wider adoption and development of self-service models in regulated enterprises.

Market Driver

The integration of Artificial Intelligence and Machine Learning is fundamentally transforming the Global Self-service Analytics Market by reducing technical barriers and accelerating the creation of insights. As vendors incorporate natural language processing and generative AI into their platforms, business users can now automate intricate querying and data storytelling tasks that previously demanded specialized technical expertise. This technological progress is delivering major efficiency improvements; for instance, the 'Tableau Statistics And Facts [2025]' article by ElectroIQ in April 2025 reports that automated data story generation is now 60% faster, drastically lowering the manual effort needed for analysis. These innovations are vital for sustaining market growth, a point reinforced by ElectroIQ's 2025 data showing that over 120,000 organizations globally have deployed Tableau for analytics and visualization, illustrating the massive demand for intelligent, user-focused tools.

Concurrently, the strategic imperative to decrease reliance on IT for standard reporting acts as a strong catalyst for market adoption. Even with modern tools available, legacy dependencies continue to cause bottlenecks that hinder agile decision-making, forcing organizations to look for more capable self-service solutions. This drive for independence is highlighted by the widespread use of manual workarounds; according to Alteryx's 'The 2025 State of Data Analysts in the Age of AI' report from February 2025, 76% of analysts surveyed still use spreadsheets for data preparation, revealing a gap that advanced self-service platforms need to address. This disconnect emphasizes the urgent need for platforms that allow line-of-business professionals to manage the full data lifecycle, validating the shift toward comprehensive self-service environments.

Market Challenge

The growth of the Global Self-service Analytics Market is notably constrained by issues surrounding information consistency and data governance. When line-of-business users independently query data and produce reports, they often utilize differing metrics and definitions, resulting in conflicting insights throughout the organization. This lack of a unified data standard weakens trust in analytical results and forces management to spend resources reconciling discrepancies rather than implementing strategies. Consequently, decision-makers often limit the scaling of self-service programs to avoid the risks associated with strategic errors caused by inaccurate intelligence.

Moreover, the decentralized nature of these environments creates serious compliance and security vulnerabilities that discourage adoption in regulated sectors. Without strong centralized supervision, organizations struggle to maintain strict control over access to sensitive information. This operational anxiety is supported by industry data on compliance readiness; according to ISACA in 2024, only 43 percent of organizations expressed confidence in their ability to ensure data privacy and meet regulatory standards. This low level of assurance underscores the tension between the desire for agility and the necessity of control, directly impeding market maturation.

Market Trends

The rise of Embedded Analytics in Operational Workflows is changing how end-users consume intelligence by placing data visualizations directly within business applications rather than relying on separate dashboards. This trend reduces the friction of context switching, allowing employees to access real-time insights while working within their existing tasks, such as in ERP or CRM systems, which significantly boosts adoption rates. Developers are increasingly focusing on these capabilities to improve user engagement and application value without forcing users to navigate distinct business intelligence tools. This shift is substantial; according to the 'Reveal 2024 Top Software Development Challenges' report by Infragistics in March 2024, 73.2% of software developers are currently integrating embedded analytics into their applications, indicating a broad industry move toward workflow-integrated data consumption.

Simultaneously, the move toward Multi-Cloud and Cloud-Native Deployment Models is upgrading the infrastructure necessary to support scalable self-service environments. Organizations are rapidly transitioning from rigid on-premise data warehouses to flexible cloud architectures like data lakehouses, which provide the elasticity needed to manage massive datasets and concurrent user queries. This architectural shift facilitates unified governance and data access, which is essential for allowing distributed teams to analyze data independently while maintaining cost efficiency and performance. This migration is gaining critical momentum; according to Dremio's January 2025 report, 'State of the Data Lakehouse in the AI Era', 55% of organizations now run the majority of their analytics on data lakehouse platforms, signaling a decisive pivot toward modern, cloud-centric infrastructures for enterprise-grade self-service analytics.

Key Market Players

• Microsoft Corporation
• Tableau Software, LLC
• IBM Corporation
• SAP SE
• Oracle Corporation
• SAS Institute Inc.
• QlikTech International AB
• MicroStrategy Incorporated
• Alteryx, Inc.
• TIBCO Software Inc.
• Domo, Inc.
• Sisense Inc.

Report Scope

In this report, the Global Self-service Analytics Market has been segmented into the following categories, in addition to the industry trends which have also been detailed below:

Self-service Analytics Market, By Deployment

• On-premise
• Cloud

Self-service Analytics Market, By Application

• Deals and showcasing
• Client commitment and examination
• Extortion and security
• The board
• Hazard and consistence the executives
• Prescient resource support
• Activities the executives
• Inventory network the board
• acquisition

Self-service Analytics Market, By Industry Vertical

• BFSI
• Retail and web-based business
• Telecom and IT
• Government and protection
• Medical care
• Fabricating media and amusement
• Transportation and coordination
• Energy
• utilities

Self-service Analytics Market, By Region

• North America
  • United States
  • Canada
  • Mexico
• Europe
  • France
  • United Kingdom
  • Italy
  • Germany
  • Spain
• Asia Pacific
  • China
  • India
  • Japan
  • Australia
  • South Korea
• South America
  • Brazil
  • Argentina
  • Colombia
• Middle East & Africa
  • South Africa
  • Saudi Arabia
  • UAE

Competitive Landscape

Company Profiles: Detailed analysis of the major companies present in the Global Self-service Analytics Market.

Available Customizations:

Global Self-service Analytics Market report with the given market data, TechSci Research offers customizations according to a company's specific needs. The following customization options are available for the report:

Company Information

• Detailed analysis and profiling of additional market players (up to five).

Table of Contents

1. Product Overview

• 1.1. Market Definition
• 1.2. Scope of the Market
  • 1.2.1. Markets Covered
  • 1.2.2. Years Considered for Study
  • 1.2.3. Key Market Segmentations

2. Research Methodology

• 2.1. Objective of the Study
• 2.2. Baseline Methodology
• 2.3. Key Industry Partners
• 2.4. Major Association and Secondary Sources
• 2.5. Forecasting Methodology
• 2.6. Data Triangulation & Validation
• 2.7. Assumptions and Limitations

3. Executive Summary

• 3.1. Overview of the Market
• 3.2. Overview of Key Market Segmentations
• 3.3. Overview of Key Market Players
• 3.4. Overview of Key Regions/Countries
• 3.5. Overview of Market Drivers, Challenges, Trends

4. Voice of Customer

5. Global Self-service Analytics Market Outlook

• 5.1. Market Size & Forecast
  • 5.1.1. By Value
• 5.2. Market Share & Forecast
  • 5.2.1. By Deployment (On-premise, Cloud)
  • 5.2.2. By Application (Deals and showcasing, Client commitment and examination, Extortion and security, The board, Hazard and consistence the executives, Prescient resource support, Activities the executives, Inventory network the board, acquisition)
  • 5.2.3. By Industry Vertical (BFSI, Retail and web-based business, Telecom and IT, Government and protection, Medical care, Fabricating media and amusement, Transportation and coordination, Energy, utilities)
  • 5.2.4. By Region
  • 5.2.5. By Company (2025)
• 5.3. Market Map

6. North America Self-service Analytics Market Outlook

• 6.1. Market Size & Forecast
  • 6.1.1. By Value
• 6.2. Market Share & Forecast
  • 6.2.1. By Deployment
  • 6.2.2. By Application
  • 6.2.3. By Industry Vertical
  • 6.2.4. By Country
• 6.3. North America: Country Analysis
  • 6.3.1. United States Self-service Analytics Market Outlook
    • 6.3.1.1. Market Size & Forecast
      • 6.3.1.1.1. By Value
    • 6.3.1.2. Market Share & Forecast
      • 6.3.1.2.1. By Deployment
      • 6.3.1.2.2. By Application
      • 6.3.1.2.3. By Industry Vertical
  • 6.3.2. Canada Self-service Analytics Market Outlook
    • 6.3.2.1. Market Size & Forecast
      • 6.3.2.1.1. By Value
    • 6.3.2.2. Market Share & Forecast
      • 6.3.2.2.1. By Deployment
      • 6.3.2.2.2. By Application
      • 6.3.2.2.3. By Industry Vertical
  • 6.3.3. Mexico Self-service Analytics Market Outlook
    • 6.3.3.1. Market Size & Forecast
      • 6.3.3.1.1. By Value
    • 6.3.3.2. Market Share & Forecast
      • 6.3.3.2.1. By Deployment
      • 6.3.3.2.2. By Application
      • 6.3.3.2.3. By Industry Vertical

7. Europe Self-service Analytics Market Outlook

• 7.1. Market Size & Forecast
  • 7.1.1. By Value
• 7.2. Market Share & Forecast
  • 7.2.1. By Deployment
  • 7.2.2. By Application
  • 7.2.3. By Industry Vertical
  • 7.2.4. By Country
• 7.3. Europe: Country Analysis
  • 7.3.1. Germany Self-service Analytics Market Outlook
    • 7.3.1.1. Market Size & Forecast
      • 7.3.1.1.1. By Value
    • 7.3.1.2. Market Share & Forecast
      • 7.3.1.2.1. By Deployment
      • 7.3.1.2.2. By Application
      • 7.3.1.2.3. By Industry Vertical
  • 7.3.2. France Self-service Analytics Market Outlook
    • 7.3.2.1. Market Size & Forecast
      • 7.3.2.1.1. By Value
    • 7.3.2.2. Market Share & Forecast
      • 7.3.2.2.1. By Deployment
      • 7.3.2.2.2. By Application
      • 7.3.2.2.3. By Industry Vertical
  • 7.3.3. United Kingdom Self-service Analytics Market Outlook
    • 7.3.3.1. Market Size & Forecast
      • 7.3.3.1.1. By Value
    • 7.3.3.2. Market Share & Forecast
      • 7.3.3.2.1. By Deployment
      • 7.3.3.2.2. By Application
      • 7.3.3.2.3. By Industry Vertical
  • 7.3.4. Italy Self-service Analytics Market Outlook
    • 7.3.4.1. Market Size & Forecast
      • 7.3.4.1.1. By Value
    • 7.3.4.2. Market Share & Forecast
      • 7.3.4.2.1. By Deployment
      • 7.3.4.2.2. By Application
      • 7.3.4.2.3. By Industry Vertical
  • 7.3.5. Spain Self-service Analytics Market Outlook
    • 7.3.5.1. Market Size & Forecast
      • 7.3.5.1.1. By Value
    • 7.3.5.2. Market Share & Forecast
      • 7.3.5.2.1. By Deployment
      • 7.3.5.2.2. By Application
      • 7.3.5.2.3. By Industry Vertical

8. Asia Pacific Self-service Analytics Market Outlook

• 8.1. Market Size & Forecast
  • 8.1.1. By Value
• 8.2. Market Share & Forecast
  • 8.2.1. By Deployment
  • 8.2.2. By Application
  • 8.2.3. By Industry Vertical
  • 8.2.4. By Country
• 8.3. Asia Pacific: Country Analysis
  • 8.3.1. China Self-service Analytics Market Outlook
    • 8.3.1.1. Market Size & Forecast
      • 8.3.1.1.1. By Value
    • 8.3.1.2. Market Share & Forecast
      • 8.3.1.2.1. By Deployment
      • 8.3.1.2.2. By Application
      • 8.3.1.2.3. By Industry Vertical
  • 8.3.2. India Self-service Analytics Market Outlook
    • 8.3.2.1. Market Size & Forecast
      • 8.3.2.1.1. By Value
    • 8.3.2.2. Market Share & Forecast
      • 8.3.2.2.1. By Deployment
      • 8.3.2.2.2. By Application
      • 8.3.2.2.3. By Industry Vertical
  • 8.3.3. Japan Self-service Analytics Market Outlook
    • 8.3.3.1. Market Size & Forecast
      • 8.3.3.1.1. By Value
    • 8.3.3.2. Market Share & Forecast
      • 8.3.3.2.1. By Deployment
      • 8.3.3.2.2. By Application
      • 8.3.3.2.3. By Industry Vertical
  • 8.3.4. South Korea Self-service Analytics Market Outlook
    • 8.3.4.1. Market Size & Forecast
      • 8.3.4.1.1. By Value
    • 8.3.4.2. Market Share & Forecast
      • 8.3.4.2.1. By Deployment
      • 8.3.4.2.2. By Application
      • 8.3.4.2.3. By Industry Vertical
  • 8.3.5. Australia Self-service Analytics Market Outlook
    • 8.3.5.1. Market Size & Forecast
      • 8.3.5.1.1. By Value
    • 8.3.5.2. Market Share & Forecast
      • 8.3.5.2.1. By Deployment
      • 8.3.5.2.2. By Application
      • 8.3.5.2.3. By Industry Vertical

9. Middle East & Africa Self-service Analytics Market Outlook

• 9.1. Market Size & Forecast
  • 9.1.1. By Value
• 9.2. Market Share & Forecast
  • 9.2.1. By Deployment
  • 9.2.2. By Application
  • 9.2.3. By Industry Vertical
  • 9.2.4. By Country
• 9.3. Middle East & Africa: Country Analysis
  • 9.3.1. Saudi Arabia Self-service Analytics Market Outlook
    • 9.3.1.1. Market Size & Forecast
      • 9.3.1.1.1. By Value
    • 9.3.1.2. Market Share & Forecast
      • 9.3.1.2.1. By Deployment
      • 9.3.1.2.2. By Application
      • 9.3.1.2.3. By Industry Vertical
  • 9.3.2. UAE Self-service Analytics Market Outlook
    • 9.3.2.1. Market Size & Forecast
      • 9.3.2.1.1. By Value
    • 9.3.2.2. Market Share & Forecast
      • 9.3.2.2.1. By Deployment
      • 9.3.2.2.2. By Application
      • 9.3.2.2.3. By Industry Vertical
  • 9.3.3. South Africa Self-service Analytics Market Outlook
    • 9.3.3.1. Market Size & Forecast
      • 9.3.3.1.1. By Value
    • 9.3.3.2. Market Share & Forecast
      • 9.3.3.2.1. By Deployment
      • 9.3.3.2.2. By Application
      • 9.3.3.2.3. By Industry Vertical

10. South America Self-service Analytics Market Outlook

• 10.1. Market Size & Forecast
  • 10.1.1. By Value
• 10.2. Market Share & Forecast
  • 10.2.1. By Deployment
  • 10.2.2. By Application
  • 10.2.3. By Industry Vertical
  • 10.2.4. By Country
• 10.3. South America: Country Analysis
  • 10.3.1. Brazil Self-service Analytics Market Outlook
    • 10.3.1.1. Market Size & Forecast
      • 10.3.1.1.1. By Value
    • 10.3.1.2. Market Share & Forecast
      • 10.3.1.2.1. By Deployment
      • 10.3.1.2.2. By Application
      • 10.3.1.2.3. By Industry Vertical
  • 10.3.2. Colombia Self-service Analytics Market Outlook
    • 10.3.2.1. Market Size & Forecast
      • 10.3.2.1.1. By Value
    • 10.3.2.2. Market Share & Forecast
      • 10.3.2.2.1. By Deployment
      • 10.3.2.2.2. By Application
      • 10.3.2.2.3. By Industry Vertical
  • 10.3.3. Argentina Self-service Analytics Market Outlook
    • 10.3.3.1. Market Size & Forecast
      • 10.3.3.1.1. By Value
    • 10.3.3.2. Market Share & Forecast
      • 10.3.3.2.1. By Deployment
      • 10.3.3.2.2. By Application
      • 10.3.3.2.3. By Industry Vertical

11. Market Dynamics

• 11.1. Drivers
• 11.2. Challenges

12. Market Trends & Developments

• 12.1. Merger & Acquisition (If Any)
• 12.2. Product Launches (If Any)
• 12.3. Recent Developments

13. Global Self-service Analytics Market: SWOT Analysis

14. Porter's Five Forces Analysis

• 14.1. Competition in the Industry
• 14.2. Potential of New Entrants
• 14.3. Power of Suppliers
• 14.4. Power of Customers
• 14.5. Threat of Substitute Products

15. Competitive Landscape

• 15.1. Microsoft Corporation
  • 15.1.1. Business Overview
  • 15.1.2. Products & Services
  • 15.1.3. Recent Developments
  • 15.1.4. Key Personnel
  • 15.1.5. SWOT Analysis
• 15.2. Tableau Software, LLC
• 15.3. IBM Corporation
• 15.4. SAP SE
• 15.5. Oracle Corporation
• 15.6. SAS Institute Inc.
• 15.7. QlikTech International AB
• 15.8. MicroStrategy Incorporated
• 15.9. Alteryx, Inc.
• 15.10. TIBCO Software Inc.
• 15.11. Domo, Inc.
• 15.12. Sisense Inc.

16. Strategic Recommendations

17. About Us & Disclaimer