10+ Best Data Quality Softwares 2021

When we talk about quality, there's a lot of interpretation that would come into our mind. Considering how general the word quality could be, it might be a subjective or objective matter, depending on the context. However, stepping away from its broad outline, quality has been an integral part of most organizations, primarily if we talk about it on the business side. The word quality itself serves as a measurement of how one business should function, given that the 21st-century business competition is at a fast pace. As data becomes a core part of every business operation, measuring the operation's decision making and planning now becomes at ease, thanks to Data Quality Software. Data Quality Software is a comprehensive business tool that helps organizations ensure the accuracy of their data and consistency in terms of their overall operation. This technology not just aids in understanding and identifying data across the business operations, for it also helps in rectifying the flaws in processes and decision making. Benefits:
  • It drives effective decision making.
  • It establishes an excellent customer relationship.
  • It increases competitive advantage and profitability.
Now that you've already the gist of how crucial business data quality is, you might need a tool that would help you with your operation. As per IBM, bad data costs the U.S. economy $3.1 trillion per year, so make sure not to get caught on this unfortunate scenario by equipping yourself and your business with Data Quality Software. Know more about it below!


Logo Name Sort Rating Sort CEO Pricing Sort Founded Sort Revenue Sort Employees Sort Location Sort Reviews Sort Customers Sort
Informatica Data Quality Informatica Data Quality 9.5 Amit Walia N/A 1993 $1.3 B
California 1787+ Reviews
9.5K +
Microsoft Data Quality Services Microsoft Data Quality Services 9.4 Satya Nadella N/A 1989 N/A 1,564+
Colorado 1879+ Reviews
50K +
Melissa Data Quality Suite Melissa Data Quality Suite 9.3 Raymond Melissa N/A 1985 $29.1 M
Santa Margarita
1578+ Reviews
10K +
Openprise Openprise 9.2 Ed King N/A 2013 $6.2 M
San Francisco 1787+ Reviews
100M +
SAP Data Services SAP Data Services 9.1 Bernard Liautaud $22 1990 $27.5 B
California 1578+ Reviews
50K +
Oracle Enterprise Data Quality Oracle Enterprise Data Quality 9 Safra Catz N/A 1999 $1 M
‎Redwood City 1457+ Reviews
110K +
SAS Data Quality SAS Data Quality 8.9 James Goodnight N/A 1976 $3.3 B
Cary 1787+ Reviews
83K +
RingLead RingLead 8.8 Chris Hickey $20 2003 $8 M
1875+ Reviews
35.6K +
IBM Infosphere QualityStage IBM Infosphere QualityStage 8.7 Arvind Krishna $7800 1983 $79.1 B
New York 1778+ Reviews
4.1K +
Talend Open Studio Talend Open Studio 8.6 Mike Tuchen N/A 2005 $1 M
California 1880+ Reviews
4.3K +

Informatica Data Quality

9.5 User Rating
Profile data, Standardize data, Collaboration data quality Feature

Informatica Data Quality is another data quality platform regarded as the world’s number one independent provider of data integration. Informatica Data Quality provides a comprehensive approach in data quality management for various organizations, ensuring its users the best data-driven digital transformation. This platform also provides excellent assessments, recommendations, and insights for data quality tasks.

Despite its superb features, Informatica Data Quality still has downsides like any other data quality software. This application requires easier installation guides, easier administration, as well as security functions.

Microsoft Data Quality Services

9.4 User Rating
Make faster better decisions, Analytics Security, data reliability Feature

Microsoft Data Quality Service is a knowledge-driven data quality software designed to help users build and perform data quality processes. Microsoft Data Quality Service offers the essential solution and tools for data quality, including data standardization, data enrichment, data correction, and data deduplication. This platform also provides profiling capabilities and data cleansing through cloud-based data service.

Before you choose Microsoft Data Quality Service, you need to know some of the application’s downsides. Microsoft Data Quality Service doesn’t support NVARCHAR(MAX) data type; it also requires more analytics for data, and it’s pretty expensive compared to its alternatives.

Melissa Data Quality Suite

9.3 User Rating
Mailing Software, Batch Processing, Real-Time Identity Verification Feature

Melissa Data Quality Software is a data quality platform that combines address management capabilities. This software offers vast functions that allow users to clean, correct, and verify addresses, including names, phones, and emails. Melissa Data Quality Software’s function works through its address verification, name verification, phone verification, and email verification capabilities.

As a potential user, you should not limit to Melissa Data Quality Software’s positive attributes only, for there are also downsides that are essential for you to know. The application is a little bit difficult to use, especially for first-timers; it offers too many options, which makes the app overwhelming, and it’s a little bit difficult to install.


9.2 User Rating
Data Enrichment, Content Marketing, Segmentation Feature

Openprise or Openprise Data Orchestration is a data orchestration platform for data-directed marketing and sales processes. Openprise’s primary purpose is to automate key strategies for marketing and sales, as well as cleansing and enrichment, data unification, data onboarding, and data delivery. This platform is also capable of boosting campaign performance to make all your campaigns more successful.

However, it is also essential for you to know Openprise’s negative attributes, not just the positive ones. Openprise could be your top pick for this list, but take note that the application has several issues with slow responding time. The app also has a steep learning curve and complex data cleansing issues.

SAP Data Services

9.1 User Rating
$22 Price
Data Discovery, Predictive Analysis, Planning Social Collaboration Feature

SAP Data Services is a data integration and transformation application for critical data-driven business processes. This application provides access to transform and connect data across its user’s organization, enabling them to gain the right insights for the decision-making process. On top of that, SAP Data Services offers functionality for text analysis, data profiling, and auditing, as well as data quality operations, including matching, geocoding, and address standardization.

Nevertheless, SAP Data Services still has several downsides that are also essential for you to know. The application needs more extended DevOps capabilities, spatial data support, native connectivity, as well as scheduler tool.

Oracle Enterprise Data Quality

9 User Rating
Lead database, Display advertising, Content creation Feature

Oracle Enterprise Data Quality is a robust data quality management platform built to help businesses understand, improve, and protect data quality. Designed as a part of Oracle Corporation’s database technology, Oracle Enterprise Data Quality delivers a complete approach for Master Data Management, Data Governance, Data Integration, Business Intelligence, and data migration.

However, keep in mind that Oracle Enterprise Data Quality isn’t a flawless software, for it also has issues that are important for you to know. Oracle Enterprise Data Quality’s EDQ dashboard area needs to be improved, as well as data quality scorecards. Also, the application has a complex function for designing infrastructure.

SAS Data Quality

8.9 User Rating
Risk Management, Data Management, Marketing Analytics Feature

SAS Data Quality is a web-based data quality software built to provide data-driven solutions for business decision-making processes. This platform allows businesses to correct custom data rules, organize data, correct data, embed data quality into an extract, and so much more that is essential for data quality processes. Also, SAS Data Quality promotes collaboration to allow its users to establish a smooth-sailing process for their teams.

Just like any other data quality software, SAS Data Quality has several issues that are critical for you to know. SAS Data Quality requires a lot of time to get in touch with how the app works; thus, the app isn’t user-friendly for first-time users. Also, the application has a complicated interface.


8.8 User Rating
$20 Price
Lead Quality, Reporting, Normalization Tactics Feature

RingLead is a cloud-based data quality management software for commercial and enterprise companies. RingLead offers end-to-end solutions to automate your business’ data quality management processes. This app is capable of cleansing, enriching, and routing your data quality process, which makes it suitable for technology, professional services, healthcare, and finance industries.

RingLead might be the application that you’ve been seeking for your business data quality process, but keep in mind that this app also has its fair share of negative qualities. Deduplication functionality difficulty, improvable interface, and limited data filtering are a few of the downsides concerning the RingLead app.

IBM Infosphere QualityStage

8.7 User Rating
$7800 Price
Enterprise integration, Real-time Collaboration, Process Center Feature

IBM InfoSphere QualityStage is a data quality software programmed by IBM to fill businesses’ data quality and information governance initiatives needs. IBM InfoSphere QualityStage primarily provides you extensive data quality solutions to help you understand your data while investigating, cleansing, and managing it for consistency. On top of that, this platform establishes confidence in your data and enables you to design a flexible governance strategy.

Despite these unique attributes, there are still disadvantages concerning IBM InfoSphere QualityStage that are essential for you to know. The application might be the right platform for you, but the app still needs more comprehensive features to tune matching capability. Also, the app is a little bit difficult to use, for you need to learn the language of pattern to create rules.

Talend Open Studio

8.6 User Rating
Document Extraction, API Reporting & Statistics, Data Integration Feature

Talend Open Studio is an open-source data integration solution. This software provides all the essential data tools and solutions needed for your business analysis, decision-making process, and operation as a whole. With Talend Open Studio, you can increase your revenue, reduce unnecessary risks, and innovate faster in just one application.

Nevertheless, Talend Open Studio still has negative qualities that are crucial for you to know as a potential user. Talend Open Studio has complexities in terms of installation and its drivers and settings. The application also tends to slow at times, and its customer support needs to be more responsive.