The 8 Best Data Quality Tools and Software for 2021

The Best Data Quality Tools and Software

Solutions Review’s listing of the best data quality tools is an annual mashup of products that best represent current market conditions, according to the crowd. Our editors selected the best data quality tools and software based on each solution’s Authority Score; a meta-analysis of real user sentiment through the web’s most trusted business software review sites and our own proprietary five-point inclusion criteria.

The editors at Solutions Review have developed this resource to assist buyers in search of the best data quality tools to fit the needs of their organization. Choosing the right vendor and solution can be a complicated process — one that requires in-depth research and often comes down to more than just the solution and its technical capabilities. To make your search a little easier, we’ve profiled the best data quality tools and software all in one place. We’ve also included platform and product line names and introductory software tutorials straight from the source so you can see each solution in action.

Note: Companies are listed in alphabetical order.

Ataccama

Platform: Ataccama ONE

Description: Ataccama offers an augmented data management platform that features data discovery and profiling, metadata management and a data catalog, data quality management, master and reference data management, and big data processing and integration. The product is fully integrated yet modular for any data, user, domain or deployment type. Ataccama also includes text analytics and machine learning, as well as data enrichment with external sources and data lake profiling.

Learn more and compare products with the Solutions Review Vendor Comparison Map for Data Management Software.

Informatica

Platform: Informatica Multidomain MDM

Related products: Informatica Product 360, Informatica Customer 360, Informatica Supplier 360

Description: Informatica offers a modular MDM solution that provides a single view of data. The product enables users to create an authoritative view of business-critical data from disparate, duplicate and conflicting sources. Informatica MDM also features AI and machine learning, and includes data quality, data integration, business process management, and data security functionality that allows you to easily enrich master data records with data from external providers. Informatica’s MDM capabilities can be deployed on-prem or in the cloud.

Learn more and compare products with the Solutions Review Vendor Comparison Map for Data Management Software.

Infogix

Tool: Infogix Data360 Govern

Description: Infogix offers a suite of integrated data governance capabilities that include business glossaries, data cataloging, data lineage, and metadata management. The tool also provides customizable dashboards and zero-code workflows that adapt as each organizational data capability matures. Reference customers use Infogix for data governance and for risk, compliance and data value management. The product is also flexible and easy to use, and supports smaller data analysis jobs as well.

Learn more and compare products with the Solutions Review Vendor Comparison Map for Data Management Software.

Innovative Systems

Platform: Innovative Systems Synchronos

Description: The Innovative Systems Synchronos platform is an enterprise MDM solution used for operational or analytical purposes. The product can be deployed on-prem, in the cloud, or via a hybrid environment. Synchronos features data profiling, data discovery and monitoring, as well as a 360-degree view that lets users uncover information about extended relationships within data. Workflow management functionality lets customers construct and modify workflows while hierarchy management enables a graphical display and navigational tools.

Learn more and compare products with the Solutions Review Vendor Comparison Map for Data Management Software.

Oracle

Tool: Oracle Cloud Infrastructure Data Catalog

Related products: Oracle Enterprise Metadata Management

Description: Oracle Cloud Infrastructure Data Catalog is a metadata management service that helps organizations find and govern data using an organized inventory of data assets. The product features a modern, intuitive user interface that includes a simple dashboard, search-and-browse capabilities, recommended actions, and shortcuts. Oracle Cloud Infrastructure Data Catalog is included with an Oracle Cloud Infrastructure subscription.

Learn more and compare products with the Solutions Review Vendor Comparison Map for Data Management Software.

SAP

SAP

Platform: SAP Master Data Governance

Related products: Master Data Governance on SAP S/4HANA

Description: SAP offers enterprise MDM functionality through its SAP Master Data Governance product. The solution can be deployed on-prem or in the cloud and enables users to consolidate and centrally govern master data. SAP includes support for all master data domains and implementation styles, pre-built data models, business rules, workflow, and user interfaces. Master Data Governance also lets you define, validate, and monitor your established business rules to confirm master data readiness and analyze the performance of data management.

Learn more and compare products with the Solutions Review Vendor Comparison Map for Data Management Software.

Syniti

Platform: Syniti Master Data Management

Related products: Syniti Knowledge Platform

Description: Syniti (formerly BackOffice Associates) lets users choose from an array of supported MDM implementation styles. The product enables the creation of a single point of reference to master and application data from multiple domains. Syniti automatically notifies users when work needs to be performed, as well as monitor processes against SLAs. It also links the business semantic later to all master and application data mastered by the solution.

Learn more and compare products with the Solutions Review Vendor Comparison Map for Data Management Software.

Talend

Tool: Talend Data Catalog

Related products: Talend Open Studio, Talend Data Fabric, Talend Data Management Platform, Talend Data Preparation, Talend Big Data Platform, Talend Data Services Platform, Talend Integration Cloud, Talend Stitch Data Loader

Description: Talend Data Catalog automatically crawls, profiles, organizes, links, and enriches metadata. Up to 80 percent of information associated with the data is documented automatically and kept up-to-date through smart relationships and machine learning. Data Catalog key features include faceted search, data sampling, semantic discovery. categorization, and auto-profiling. The tool also includes social curation and data relationship discovery and certification, as well as a suite of design and productivity tools.

Learn more and compare products with the Solutions Review Vendor Comparison Map for Data Management Software.

 

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Timothy King

Senior Editor at Solutions Review
Tim is Solutions Review's Editorial Director and leads coverage on big data, business intelligence, and data analytics. A 2017 and 2018 Most Influential Business Journalist and 2021 "Who's Who" in data management and data integration, Tim is a recognized influencer and thought leader in enterprise business software. Reach him via tking at solutionsreview dot com.
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