데이터 디스커버리 소프트웨어 시장 규모 : 플랫폼별, 최종 사용자 산업별, 지역 범위별 예측

Data Discovery Software Market Size And Forecast

Data Discovery Software Market size is growing at a faster pace with substantial growth rates over the last few years and is estimated that the market will grow significantly in the forecasted period i.e. 2026 to 2032.

Data Discovery Software is a collection of tools and technologies for exploring, analyzing, and visualizing massive amounts of data from multiple sources to discover useful insights and patterns.

Essentially, it enables users to effectively browse complex databases, find patterns, correlations, and anomalies, and extract actionable intelligence.

This software usually contains capabilities like data profiling, data visualization, advanced analytics, and interactive dashboards.

Furthermore, data discovery software has a wide range of applications, including business intelligence, market research, financial analysis, customer relationship management, and scientific research.

Data Discovery Software Market Dynamics

The key market dynamics that are shaping the data discovery software market include:

Key Market Drivers

Increasing Data Volumes: Organizations today generate data on an unprecedented scale, including customer interactions, company activities, and IoT devices. This massive amount of data requires sophisticated data discovery software to efficiently process, analyze, and extract valuable insights, hence driving market growth.

Regulatory Compliance and Risk Management: To comply with severe data protection rules such as GDPR and CCPA, companies have to employ effective data management. Data discovery software makes it easier to identify and classify sensitive information, allowing firms to reduce risks and comply with legal requirements.

Advancements in AI and Machine Learning: The use of AI and machine learning technology into data finding tools has greatly expanded their possibilities. These technologies offer automatic pattern identification, predictive analytics, and intelligent insights, increasing the software's effectiveness and market uptake.

Need for Data-Driven Decision-Making: Data-driven decision-making is essential for success in today's cutthroat business environment. Well-informed judgments based on up-to-date data are critical for the company's expansion. Data discovery software enables enterprises to gain actionable insights by offering a comprehensive perspective of their data landscape, hence driving market demand.

Key Challenges:

Data Privacy and Security Concerns: Data discovery software accesses and analyzes massive volumes of sensitive information, making data privacy and security a big concern. Companies need to navigate complex regulatory frameworks and protect against breaches, which requires continual awareness and upgrades to security protocols, hence inhibiting market development.

Data Quality and Silos: Poor data quality and the presence of data silos within businesses greatly reduce the efficacy of data discovery technologies. The software must be capable of cleaning, standardizing, and integrating data from several sources, all of which are difficult and resource-intensive operations that have an impact on market growth.

Skill Gap and User Adoption: The intricacy of data discovery software necessitates a certain amount of technical expertise from users, creating a skills gap. Organizations continue to have hurdles in encouraging user adoption and providing enough training to fully utilize the potential of these technologies, limiting market expansion.

Key Trends:

Shift Towards Self-service Analytics: There is an increasing trend for self-service data discovery technologies that allow business users with little technical knowledge to undertake analysis. This democratization of data analytics improves decision-making at all levels of a business, hence increasing innovation and efficiency.

Cloud-based Data Discovery Solutions: The change to cloud computing continues to have an impact on the data discovery software market, as more enterprises use cloud-based solutions. These solutions are scalable, flexible, and cost-effective, allowing enterprises to meet their expanding data needs while supporting remote work environments.

Focus on Collaborative Data Discovery: Data discovery software is becoming more collaborative, allowing data scientists, analysts, and business users to work together and share their knowledge. This trend toward collaborative analytics promotes a more coherent data culture within firms, hence improving the overall quality of insights generated.

Data Discovery Software Market Regional Analysis

Here is a more detailed regional analysis of the data discovery software market:

North America:

According to VMR Analyst, North America is estimated to dominate the data discovery software market during the forecast period. North America, particularly the United States, has a very advanced technology infrastructure. This makes it easier to adopt and integrate modern data discovery solutions, allowing organizations to successfully use these tools for data analysis and insights, contributing to the region's market supremacy.

The region's rapid adoption of cloud computing technology creates an ideal setting for cloud-based data discovery tools. This trend enables firms to extend their data analytics capabilities flexibly and cost-effectively, strengthening North America's industry leadership.

With rigorous data security rules and an emphasis on data governance, North American enterprises are obligated to invest in data discovery software. These technologies help to comply with requirements such as GDPR and CCPA by ensuring that data is correctly identified, classed, and maintained.

Furthermore, North America has a large number of prominent data discovery software vendors, resulting in a competitive and innovative industry landscape. The presence of these industry giants, together with their ongoing investment in R&D, drives the region's dominance by providing cutting-edge solutions to businesses.

Asia Pacific:

The Asia Pacific region is estimated to exhibit the highest growth during the forecast period. The Asia Pacific region is experiencing fast digital transformation across a variety of industries. This digital transition is driving demand for data discovery software to manage, analyze, and use the growing volumes of data generated by enterprises, accelerating market growth in this region.

India, China, and Southeast Asian countries are experiencing an increase in tech startups and SMEs. These firms are increasingly embracing data analytics solutions, such as data discovery software, to obtain a competitive advantage, which is driving market growth in Asia Pacific.

Cloud application is increasing rapidly in the Asia Pacific region due to its cost-effectiveness, scalability, and flexibility. This trend enables the deployment of cloud-based data discovery solutions, making them more accessible to enterprises of all sizes in the region.

Furthermore, governments of the Asia Pacific are actively pushing digitization and the growth of the digital economy. The use of data discovery software is being driven by initiatives aiming at improving digital infrastructure and boosting the use of data analytics in both the public and private sectors.

Europe:

Europe's rigorous data protection requirements, particularly the General Data Protection Regulation (GDPR), stimulate the usage of data discovery tools. Businesses must use sophisticated tools to verify compliance, manage data privacy properly, and limit the risks associated with data breaches.

Europe has a highly developed IT infrastructure, which allows enterprises to seamlessly integrate and exploit data discovery software. This infrastructure facilitates the processing of complicated data analytics processes, encouraging firms to implement these solutions to obtain deeper insights into their operations.

European countries place a great emphasis on innovation, research, and development, especially in the technology industry. This climate encourages the expansion of data discovery software industries, as firms and governments invest in advanced analytics technologies to drive innovation and preserve a competitive advantage.

Furthermore, the growing acceptance and usage of cloud computing in Europe create a solid foundation for cloud-based data discovery solutions. Organizations are eager to take advantage of the cloud's flexibility, scalability, and cost savings, which are fueling regional market growth.

Data Discovery Software Market: Segmentation Analysis

The Data Discovery Software Market is segmented based on Platform, End-User Industry, And Geography.

Data Discovery Software Market, By Platform

• Desktop
• Web
• Mobile

Based on Platform, the market is segmented into Desktop, Web, and Mobile. The web-based segment is estimated to dominate the data discovery software market due to the flexibility, accessibility, and scalability that web-based technologies provide. Organizations choose web-based data discovery solutions because they allow users to access data and analytical tools from any location, at any time, and on any device with internet access. This adaptability is essential in today's dynamic business environments, and it supports the growing trend of remote work and distributed teams.

Data Discovery Software Market, By End-User Industry

• Banking, Financial Services and Insurance (BFSI)
• Retail
• Telecom
• Healthcare
• Energy
• Education
• Others

Based on the End-User Industry, the market is segmented into BFSI, Retail, Telecom, Healthcare, Energy, Education, and Others. The banking, financial services & insurance (BFSI) end-user industry is estimated to hold the majority share in the forecast period in the data discovery software market due to the BFSI sector's vital requirement for data management and analytics to improve decision-making, risk management, and customer service. Financial institutions use data discovery technologies to acquire insights into client behavior, detect fraud, comply with regulatory obligations, and deliver tailored financial services. The complexity and volume of data generated by transactions, together with the strict regulatory environment, need advanced analytics skills.

Data Discovery Software Market, By Geography

• North America
• Europe
• Asia Pacific
• Rest of the World

Based on Geography, the data discovery software market is classified into North America, Europe, Asia Pacific, and the Rest of the World. North America region is estimated to hold the largest share of the data discovery software market during the forecast period. The region has a highly developed technology infrastructure, which makes it easier to implement and integrate advanced data discovery and analytics solutions. North America, which is home to a large number of top software suppliers, benefits from ongoing innovation and a competitive market environment. The widespread adoption of cloud computing technology facilitates the implementation of flexible and scalable data discovery systems.

Key Players

• The "Data Discovery Software Market" study report will provide valuable insight with an emphasis on the global market. The major players in the market are Microsoft Power BI, Tableau, QlikView, Looker, Domo, Sisense, Tibco Spotfire, MicroStrategy, Yellowfin, Zoho Analytics, ThoughtSpot, Board, SiSense Infusion, InetSoft Domo Workbench, SAP Analytics Cloud, Pyramid Analytics, Alteryx, PowerPlay, Jaspersoft and Oracle Analytics Cloud.

Our market analysis also entails a section solely dedicated to such major players wherein our analysts provide an insight into the financial statements of all the major players, along with product benchmarking and SWOT analysis. The competitive landscape section also includes key development strategies, market share, and market ranking analysis of the above-mentioned players globally.

• Data Discovery Software Market Recent Developments
• In March 2024, Spirion, a data privacy and security company, highlighted the necessity of core data protection disciplines amidst the emergence of Generative AI (GenAI) in a news release titled "Spirion Upholds Core Data Protection Disciplines Amidst GenAI Expansion".

TABLE OF CONTENTS

1 INTRODUCTION OF GLOBAL DATA DISCOVERY SOFTWARE MARKET

• 1.1 Overview of the Market
• 1.2 Scope of Report
• 1.3 Assumptions

2 EXECUTIVE SUMMARY

3 RESEARCH METHODOLOGY OF VERIFIED MARKET RESEARCH

• 3.1 Data Mining
• 3.2 Validation
• 3.3 Primary Interviews
• 3.4 List of Data Sources

4 GLOBAL DATA DISCOVERY SOFTWARE MARKET OUTLOOK

• 4.1 Overview
• 4.2 Market Dynamics
  • 4.2.1 Drivers
  • 4.2.2 Restraints
  • 4.2.3 Opportunities
• 4.3 Porters Five Force Model
• 4.4 Value Chain Analysis

5 GLOBAL DATA DISCOVERY SOFTWARE MARKET, BY PLATFORM

• 5.1 Overview
• 5.2 Desktop
• 5.3 Web
• 5.4 Mobile

6 GLOBAL DATA DISCOVERY SOFTWARE MARKET, BY VERTICAL

• 6.1 Overview
• 6.2 BFSI
• 6.3 Retail
• 6.4 Telecom
• 6.5 Healthcare
• 6.6 Energy
• 6.7 Education

7 GLOBAL DATA DISCOVERY SOFTWARE MARKET, BY GEOGRAPHY

• 7.1 Overview
• 7.2 North America
  • 7.2.1 U.S.
  • 7.2.2 Canada
  • 7.2.3 Mexico
• 7.3 Europe
  • 7.3.1 Germany
  • 7.3.2 U.K.
  • 7.3.3 France
  • 7.3.4 Rest of Europe
• 7.4 Asia Pacific
  • 7.4.1 China
  • 7.4.2 Japan
  • 7.4.3 India
  • 7.4.4 Rest of Asia Pacific
• 7.5 Rest of the World
  • 7.5.1 Latin America
  • 7.5.2 Middle East

8 GLOBAL DATA DISCOVERY SOFTWARE MARKETCOMPETITIVE LANDSCAPE

• 8.1 Overview
• 8.2 Company Market Ranking
• 8.3 Key Development Strategies

9 COMPANY PROFILES

• 9.1 QlikTech International AB
  • 9.1.1 Overview
  • 9.1.2 Financial Performance
  • 9.1.3 Product Outlook
  • 9.1.4 Key Developments
• 9.2 TABLEAU SOFTWARE
  • 9.2.1 Overview
  • 9.2.2 Financial Performance
  • 9.2.3 Product Outlook
  • 9.2.4 Key Developments
• 9.3 Microsoft Corporation
  • 9.3.1 Overview
  • 9.3.2 Financial Performance
  • 9.3.3 Product Outlook
  • 9.3.4 Key Developments
• 9.4 Alteryx Inc.
  • 9.4.1 Overview
  • 9.4.2 Financial Performance
  • 9.4.3 Product Outlook
  • 9.4.4 Key Developments
• 9.5 MicroStrategy Inc.
  • 9.5.1 Overview
  • 9.5.2 Financial Performance
  • 9.5.3 Product Outlook
  • 9.5.4 Key Developments
• 9.6 Logi Analytics
  • 9.6.1 Overview
  • 9.6.2 Financial Performance
  • 9.6.3 Product Outlook
  • 9.6.4 Key Developments
• 9.7 ClearStory Data
  • 9.7.1 Overview
  • 9.7.2 Financial Performance
  • 9.7.3 Product Outlook
  • 9.7.4 Key Developments
• 9.8 TIBCO Software Inc.
  • 9.8.1 Overview
  • 9.8.2 Financial Performance
  • 9.8.3 Product Outlook
  • 9.8.4 Key Developments
• 9.9 SAS Institute Inc.
  • 9.9.1 Overview
  • 9.9.2 Financial Performance
  • 9.9.3 Product Outlook
  • 9.9.4 Key Developments
• 9.10 Pentaho Corporation
  • 9.10.1 Overview
  • 9.10.2 Financial Performance
  • 9.10.3 Product Outlook
  • 9.10.4 Key Developments

10 Appendix

• 10.1 Related Research