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SPARK Matrix™: Data Quality Tools, 2021

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Data Quality Tools helps organization to identify and examine data quality issues, strengthen governance information, improve compliance, reduce operational risks, and support in getting informative insight through analytics tools. The primary growth factors like augmented data quality, data quality as a service (DQaaS), and extensive support for both old and new data sources has increased the demand of the data quality tools. Furthermore, the complexity of data privacy protection regulations and the increasing volume of data, has driven the enterprises to implement comprehensive data quality tools.

Quadrant Knowledge Solutions’ Data Quality Tools market research includes a detailed analysis of the global market regarding short-term and long-term growth opportunities, emerging technology trends, market trends, and future market outlook. The study provides a comprehensive market forecast analysis of the global market and the overall market adoption rate as well. This research provides the strategic information for technology vendors to better understand the existing market and supporting their growth strategies, and for users to evaluate different vendors’ capabilities, competitive differentiation, and market position.

The research includes detailed competition analysis and vendor evaluation with the proprietary SPARK Matrix analysis. The SPARK Matrix includes ranking and positioning of the leading Data Quality Tools vendors with a global impact including – Ataccama, Datactics, Experian, IBM, Informatica, Innovative Systems, Irion, Melissa Data, MIOsoft, Openprise, Oracle, Paxata, Precisely, Redpoint Global, RingLead, SAP, SAS, Syncari, Syniti, Talend, Trifacta, Validity, and WinPure.

According to Manish Chand Thakur, Analyst at Quadrant Knowledge Solutions, “The data quality tools market is expanding rapidly in terms of offering end-to-end data management solutions such as integrated metadata management, data integration, and data governance platforms. Vendors are adding features, including workflow automation, advanced analytics, and out-of-the-box machine learning and predictive analytics for better insights and decision making. Additionally, driven by the promising growth opportunities and growing competition, data quality tools vendors are delivering use-case-specific or industry-specific capabilities for improved customer ownership experience.”

2021 Data Quality Tools SPARK Matrix
Source: Quadrant Knowledge Solutions

 


Table of Contents

Executive Overview

  • Key Research Findings

Market Overview and Technology Trends

Factors Influencing Technology Development and Market Growth

Market Adoption Trends

Competition Landscape and Analysis 

  • Competitive Overview and Analysis
  • Key Competitive Factors and Technology Differentiators

SPARK Matrix™: Data Quality Tools Market

Vendor Profiles

Research Methodologies


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