Latest Research


This content is currently locked.

Your current Info-Tech Research Group subscription does not include access to this content. Contact your account representative to gain access to Premium SoftwareReviews.

Contact Your Representative
Or Call Us:
1-888-670-8889 (US/CAN) or
+1-519-432-3550 (International)

Data Quality (DQ) Tools

Data Quality

What is Data Quality Tools?

Data quality tools are used to profile data, monitor data completeness through the use of dashboards, remove duplicate records through fuzzy matching, verify the correctness of customer and contact data, and fix other data quality issues.

Common Features

  • Record Deduplication
  • Record Management
  • Data Enrichment
  • Dashboard
  • Data Cleansing
  • Data Monitoring and Administration
  • Data Matching
  • Data Integrity
  • Data Profiling
  • Geocoding
  • Reporting Components
  • Data Source Connectivity
  • Usability

Top Data Quality (DQ) Tools

2024 Data Quadrant Awards

2024 Emotional Footprint Awards

At SoftwareReviews, we take pride in recognizing excellence. Each year, we present the Data Quadrant Awards to top-performing software products based solely on authentic user reviews, without any paid placements or analyst opinions. These awards highlight software products that excel in terms of features, vendor capabilities, and customer relationships, earning them the highest overall rankings.

At SoftwareReviews, we take pride in recognizing excellence. Each year, we present the Emotional Footprint Awards to top-performing software products based solely on authentic user reviews, without any paid placements or analyst opinions. These awards shine a spotlight on software vendors who excel in crafting and nurturing strong customer relationships.

Switch to Emotional Footprint
Products: 14
Next Award: Apr 2025

Top Data Quality Tools 2024

Product scores listed below represent current data. This may be different from data contained in reports and awards, which express data as of their publication date.

Filter by
Composite Score
9.4 /10
CX Score
9.6 /10

PiLog's Intelligent Data Quality Management solution provides end-to-end Data Quality Management for enterprises. it automates standardization, cleansing & management of unstructured/free text data by utilizing ASA (Auto Structured Algorithms) built on PiLog's taxonomy and the catalog repositories of master data records. It also provides pre-configured templates, Auto Assignment of Class & Characteristics, and is fully compliant with ISO 8000, UNSPSC, and various other standards.

Scorecard
Scorecard

Pros

  • Helps Innovate
  • Continually Improving Product
  • Reliable
  • Performance Enhancing
Badge Winner
Badge Winner
SAS Institute Inc.

SAS Data Quality

Composite Score
9.0 /10
CX Score
9.2 /10

SAS software for data preparation and data quality enables data transformation, self-service data integration and data enrichment for clean, reliable data. SAS Data Quality helps you make data-driven decisions you can trust. Use it to improve and monitor the health and value of your data so you can confidently fuel operations, compliance and analytics initiatives.

Scorecard
Scorecard

Pros

  • Trustworthy
  • Efficient Service
  • Respectful
  • Acts with Integrity
Badge Winner
Badge Winner
Composite Score
8.4 /10
CX Score
8.8 /10

As an integral part of Talend Data Fabric, Data Quality profiles, cleans, and masks data in real time. Machine learning powers recommendations for addressing data quality issues as data flows through your systems. The convenient self-service interface is as intuitive for business users as technical users, fostering company-wide collaboration. Talend Data Quality delivers trusted data everywhere with easy onboarding, standards and rules application across all Talend integration platforms.

Scorecard
Scorecard

Pros

  • Helps Innovate
  • Trustworthy
  • Unique Features
  • Client Friendly Policies
Badge Winner
Badge Winner
Composite Score
8.2 /10
CX Score
8.4 /10

SQL Server Data Quality Services (DQS) is a knowledge-driven data quality product. DQS enables you to build a knowledge base and use it to perform a variety of critical data quality tasks, including correction, enrichment, standardization, and de-duplication of your data. DQS enables you to perform data cleansing by using cloud-based reference data services provided by reference data providers. DQS also provides you with profiling that is integrated into its data-quality tasks, enabling you to analyze the integrity of your data.

Scorecard
Scorecard

Pros

  • Helps Innovate
  • Reliable
  • Respectful
  • Client Friendly Policies
Composite Score
8.1 /10
CX Score
8.3 /10

Oracle Enterprise Data Quality provides a comprehensive data quality management environment, used to understand, improve, protect and govern data quality. The software facilitates best practice Master Data Management, Data Governance, Data Integration, Business Intelligence and data migration initiatives, as well as providing integrated data quality in CRM and other applications and cloud services.

Scorecard
Scorecard

Pros

  • Respectful
  • Reliable
  • Enables Productivity
  • Fair
Composite Score
8.0 /10
CX Score
8.3 /10

Informatica Data Quality empowers your company to take a holistic approach to managing data quality across your entire organization. With Informatica Data Quality, you’ll be able to ensure success of your data-driven digital transformation initiatives and projects across users, types, and scale, while also automating mission-critical tasks.

Scorecard
Scorecard

Pros

  • Reliable
  • Unique Features
  • Security Protects
  • Acts with Integrity
Alteryx

Alteryx

Composite Score
7.9 /10
CX Score
8.5 /10

Alteryx provides a single workflow for data blending, analytics, and reporting. This workflow allows the seamless blending of internal, third party and cloud-based data, and simple analysis using 60+ prebuilt tools for spatial and predictive analytics. With Alteryx Machine Learning’s automated insight generation, you’ll quickly uncover hidden signals and key relationships in your data.

Scorecard
Scorecard

Pros

  • Reliable
  • Performance Enhancing
  • Enables Productivity
  • Trustworthy
ZoomInfo Technologies Inc

Zoominfo OperationsOS

Composite Score
7.9 /10
CX Score
8.1 /10

RingLead offers a complete end-to-end suite of products to clean, protect and enhance company and contact information, leading to improved organizational efficiency, reliable business intelligence, and maximized ROI on CRM and marketing automation investments.

Scorecard
Scorecard

Pros

  • Performance Enhancing
  • Enables Productivity
  • Saves Time
  • Respectful
Badge Winner
Badge Winner
Composite Score
7.9 /10
CX Score
8.1 /10

Unlock meaning from all of your organization’s data – structured or unstructured – with SAP Data Services. This data management software provides best-in-class functionality for data integration, quality, cleansing, and more. Ensure end-to-end support for growing data quality needs across users and data types with AI-driven automation.

Scorecard
Scorecard

Pros

  • Caring
  • Efficient Service
  • Saves Time
  • Reliable
Badge Winner
Badge Winner
Composite Score
7.8 /10
CX Score
7.9 /10

Validity DemandTools is the secure data quality platform that enables organizations to clean and manage Salesforce data in less time, enabling everyone to do their jobs more effectively, efficiently, and profitably. Manage your data – duplicates, standardization, record reassignments, lead processing, and more – in record time and deliver high-quality data across your business.

Scorecard
Scorecard

Pros

  • Performance Enhancing
  • Saves Time
  • Enables Productivity
  • Unique Features
Visit our Exponential IT Research Center
Over 100 analysts waiting to take your call right now: 1-519-432-3550 x2019