Top 11 Data Quality Management Software & Tools List

Data quality refers to the overall quality of data that a company owns. This data could be information about their customers and employees, or about their expenses and profits, or even an inventory of the company. You can organize all such data in a systematic way using data management software. But it is essential the data present in the database should be useful and productive information for the company. Also, you need to delete or update continuously old information and redundant information. So, it is important to maintain data integrity by creating certain quality standards for your data. Most companies ensure this by using data quality software.

Data quality software helps you with the following tasks:

  • To keep the quality of the software about verity and facts
  • To keep the data complete and reliable without any missing gaps
  • To help the users achieve what they intend to from the software

For a company with a broad scope of services, data quality solutions become an essential tool in the overall progress of the company. Any incomplete, false or substandard information could make the company make some wrong decisions, which could lead in huge business losses. This has made it necessary in modern times for companies to keep their data in good quality always. This explains the popularity of data quality software in the present-day corporate world.

Today’s data quality tools are high-end quality products designed to cater to the many needs companies might have. Among other things, such programs help companies to add new information to existing databases, such as adding an extra e-mail id or a phone number. This helps to keep the database up-to-date. They provide better parsing and standardizing of customer and operations data, which makes searching and analyzing convenient for the users. These programs are also designed to pick up faults and errors in existing data by comparing it to secondary information. Thus, they help to keep the data updated and reliable.

Then there are other features. Data quality programs can match duplicate data and create tagged relationships from one to the other. This helps in identifying a stream of clients. It is a good way of building a customer network for a company and to identify patterns and market trends. In addition, the data quality software programs are user-friendly. They display data in a single screen, even if the data exists on separate databases.

Naturally, data quality software programs can make work much easier for the staff of a company. They can check out information from their databases in a better way and therefore save on office time. Today, data quality software is among the best options adopted by companies to become more efficient and to save precious time.


Talend Cloud delivers a single, open platform for data integration across cloud and on-premises environments. Put more data to work for your business faster with Talend.

  • Databricks Integration
  • AWS Cloud Integration
  • Microsoft Azure Cloud Integration
  • Google Cloud Integration
  • Snowflake Data Warehouse
  • Cloud Data Lakes
  • Trusted Data Lakes on AWS
  • Data Integration and ETL
  • Big Data Governance
  • Big Data Integration for Analytics
  • Data Governance and MDM
  • ELT with Hadoop
  • Cloudera Altus Integration
  • Self-Service Data for Anyone
  • Service-Oriented Architecture
  • Internet of Things and Real-Time


Openprise data orchestration solutions automate sales and marketing data management processes such as data analysis, cleansing, enrichment, and unification.

Clean Up Your Data:

  • Cleanse Data
  • Normalize Field Values
  • Dedupe Leads, Contacts, & Accounts
  • Match Leads to Accounts
  • Convert Leads to Contacts
  • Unify Your Data

Focus on the Right Targets:

  • Advanced Segmentation
  • Account and Lead Scoring
  • Lead Routing & Account Assignment
  • ABM Activity Analysis
  • Data Enrichment
  • Campaign Attribution

Scale Your Processes:

  • Data On-Boarding
  • Exception Management
  • GDPR Compliance


Dataladder is leading Data Quality Software & Data Quality Tools provider. Contact us for any data quality issues today.


  • Detect and link records within and between data sets with multiple customizable fuzzy matching techniques
  • Identify and remove duplicates
  • Import and export from Excel, Access, Text Files, ODBC, and other file types
  • Clean data with Data Ladder’s special libraries on nicknames, abbreviations, states, advanced pattern recognition and more
  • Correct and clean email addresses
  • Parse addresses, email, and other data with customizable parsing tools
  • See graphical reports on the number of records with potential linkages


Experian comprehensive data quality management platform and individual contact data solutions allow you to effectively cleanse, enhance, profile, and manage your data integrity. With trust in your data, you can make actionable, more informed business decisions for your customers.

  • Maximize revenue opportunities
  • Leverage actionable insights
  • Ensure the best customer experience
  • Reduce costs and eliminate waste
  • Increase business performance
  • Create a single view of your customer


SAS is the leader in analytics. Through innovative analytics, BI and data management software and services, SAS helps turn your data into better decisions.

  • Data cleansing
  • Entity resolution
  • Unified web-based console
  • Foundational master data management
  • Business glossary and lineage
  • Visualization and reporting
  • Data integration
  • Data remediation
  • In-database technologies


Global IDs provides software for Enterprise Information Management (EIM) and helps large enterprises organize their data ecosystems.

Core Functions:

  • Improve Enterprise Data Quality
  • Reverse-Engineer Rules
  • Create DQ Metrics for all data assets
  • Create Data Governance Controls
  • Generate DQ Dashboards


  • Reverse-Engineering of Data Quality Rules from the Data Landscape
  • Measurement of Data Quality of columnar data in the data landscape
  • Measurement of Data Quality of master data  in the data landscape
  • Continuous, automated Monitoring of Data Quality for critical data elements, and master data objects
  • Support for third party data cleansing software


MIOsoft turns raw data into meaningful, actionable information. MIOsoft’s technology has helped organizations of various scales from startup companies to state governments to Global 2000 enterprises solve their biggest data quality and analytics challenges.

  • Master data management
  • Data migration
  • Big data analytics
  • Customer 360
  • Data integration
  • Data hubs
  • Data governance


Ataccama Corporation integrates data quality, master & reference data management, data governance, and big data processing in a collaborative EIM platform known as Ataccama ONE.

  • Data Discovery & Profiling
  • Data Catalog & Business Glossary
  • Data Quality Management
  • Master & Reference Data Management
  • Big Data Processing & Data Integration


  • Collaborative Data Stewardship
  • AI & Machine Learning
  • Robust Data Processing Engine
  • Multiple Deployment Options
  • Enterprise-Proven Capabilities


Cleanse data, verify addresses, find and consolidate duplicate records in batch and real time. Connectors for Oracle E-Business Suite, and Siebel applications and IBM DB2, Microsoft SQL Server and Oracle databases.

  • Address Verification and Data Cleansing
  • Data Enrichment
  • Duplicate Record Match and Merge
  • Application Aware Connectors
  • Professional Services
  • Batch and Persistent Data Quality
  • Real Time Interactive Data Quality
  • Data Quality Anywhere – Web Service APIs


Uniserv leverages your data management project scenarios for data quality, data warehousing, data migration and master data management.

  • Identity Resolution
  • Address Check
  • Embargo Check
  • Banking Data Check
  • Geomarketing
  • Email Address Check
  • Telephone Number Check
  • Relocation Addresses
  • Data Cleansing


  • Insurance
  • Banking & Financial Services
  • Retail
  • Energy Providers
  • Publishers
  • Marketing Services
  • Automobile Industry
  • Logistics


helpIT systems are a leading contact data quality software solutions provider. We enable cleaner, more accurate data with the added option of enhancement.

For Business:

Data Accuracy

  • Change of Address
  • Global Address Validation
  • Deduplication
  • Email Validation
  • Mailsort & Downstream Access

Data Control

  • GDPR Compliance
  • Suppression
  • Quality Assurance

For Developers:

Data Quality

  • Integrated in SQL Server
  • Cross Platform API
  • Data Capture Firewall

Data Matching

  • The Matching Engine
  • Record Linking
  • Single Customer View

For Marketers:

Data Cleansing

  • On your Desktop
  • At Point-of-Capture
  • As a Service
  • List Matching

Data Performance

  • Enrichment Services
  • Email Validation
  • Address Verification
  • Insight & Targeting
  • List Screening
  • Mailsort

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