Data Quality Software

Best Data Quality Software include:

V12 Data, Oracle Data Quality, SAP Data Services, and SAS DataFlux.

Data Quality Software TrustMap

TrustMaps are two-dimensional charts that compare products based on trScore and research frequency by prospective buyers. Products must have 5 or more ratings to appear on this TrustMap.

Data Quality Software Overview

Data quality software is designed to ensure that business data is as reliable as possible. Reliable data is essential if it is to provide a solid basis for effective decision-making. Data quality tools improve business data by detecting anomalies across multiple data sources, as well as cleansing and standardizing data for analysis.

Data Quality Products

(1-25 of 38) Sorted by Most Reviews

Informatica Data Quality
15 ratings
16 reviews
The vendor states that Informatica Data Quality empowers companies to take a holistic approach to managing data quality across the entire organization, and that with Informatica Data Quality, users are able to ensure the success of data-driven digital transformation initiatives and projects across u…
SAP Data Services
15 ratings
9 reviews
SAP Data Services is an offering from SAP to improve data quality.
SAP Data Quality Management
33 ratings
5 reviews
SAP Business Objects Data Quality Management embeds data quality functionality into SAP applications.
Oracle Enterprise Data Quality
4 ratings
5 reviews
Oracle Enterprise Data Quality is, as the name would suggest, a data quality offering from Oracle for enterprises.
V12 Data
2 ratings
3 reviews
The V12 Data Platform (formerly called the Launchpad Marketing Cloud) is comprised of a collection of online and offline marketing solutions that is designed to manage existing customer relationships and identify new prospective customers by granting users access to The V12 Group Data Cloud. It cont…
IBM InfoSphere QualityStage
2 ratings
2 reviews
IBM InfoSphere QualityStage is a data quality offering from IBM.
Ataccama ONE
0 ratings
1 review
Ataccama is a data quality platform handling data parsing, standardization, cleansing and matching, and data profiling.
SAS DataFlux
8 ratings
1 review
SAS DataFlux's capabilities handle data profiling, matching, cleansing and monitoring. Capabilities are available as individual products or as a platform. DataFlux competes with Informatica, Trilliium, Ataccama, and SAP Data Quality Management.
IBM InfoSphere Information Analyzer
5 ratings
1 review
IBM InfoSphere Information Analyzer provides a data quality solution featuring assessment, monitoring, and rule design and analysis, from IBM.
Omni-Gen Master Data Management Edition
Omni-Gen aims to facilitate efficient integration and mastering of data by helping MDM implementers collaborate with business people regarding business domains such as customer, location, and supplier. Instead of starting with a survey of existing data – a bottom-up approach – business users are ask…
Omni-Gen Integration Edition
Information Builder's Omni-Gen Integration Editions is presented as a unified solution from that aims to ensure access to timely, accurate data across all systems, processes, and stakeholders with unmatched interoperability between disparate systems and data. According to the vendor, this software:A…
Spectrum Enterprise OnDemand
Spectrum Enterprise OnDemand from Pitney Bowes is a customer data quality offering for validating addresses and enhancing data with geographic information.
Syncsort Trillium DQ for Big Data
Syncsort Trillium DQ for Big Data (formerly Trillium Quality for Big Data) supports enterprises using a Big Data framework like Hadoop with data quality functions like data integration, data cleansing, standardization and parsing, with prebuilt process flows that can be configured to meet business n…
Omni-Gen Data Quality Edition
Omni-Gen™ Data Quality Edition makes it easier for business and IT to collaborate on data management projects. It helps companies leverage powerful data integration and cleansing technologies to ensure data accessibility, consistency, accuracy, and timeliness. Organizations can use Omni-Gen to imp…
Data Quality Real-Time Services
Data Quality Real-Time Services is a data quality offering from German company Uniserv.
Data Quality Explorer
The Data Quality Explorer from German company Uniserv is a data quality offering.
Data Quality Manager
Data Quality Manager is an offering from UK company Datactics, for data quality.
i/Lytics Enterprise Data Quality Suite
i/Lytics Enterprise Data Quality Suite is a data quality offering from Innovative Systems Inc (ISI).
Syncsort Trillium DQ (formerly Trillium Software System)
Syncsort Trillium DQ (formerly Trillium Software System, now supported by Syncsort since the 2016 acquisition) is a suite of products offering data quality improvement for business intelligence data, and data cleansing tools. It includes the components Trillium Quality for data cleansing and enrich…
Data Quality Batch Suite
The Data Quality Batch Suite from Uniserv is a data quality offering.
Datactics Data Quality Suite
Datactics Data Quality Suite is, as the name suggests, a data quality solution from the UK company Datactics.
Syncsort Trillium Cloud
Trillium Cloud developed by Trillium Software, now a Syncsort property since the 2016 acquisition, is an enterprise cloud-based data quality option, available as a subscription service and designed to present a simpler, expert-assisted management solution.
i/Lytics Data Profiler
i/Lytics Data Profiler is a data quality offering from Innovative Systems Inc (ISI).
Certica Solutions Certify
Certica Solutions offers Certify, a web-based enterprise data quality application that continually validates databases for business rule integrity, data quality requirements and potential compliance issues. Centralized, automated and designed to validate hundreds of millions of records each day, Cer…
SAP Address and Geocoding Directories
SAP Address Directories supports the cleaning and standardization of data sets by providing updated customer and contact data with accurate global postal data at regular intervals.

Learn More About Data Quality Software

What is Data Quality Software?

Data quality software is designed to ensure that business data is as reliable as possible. Reliable data is essential if it is to provide a solid basis for effective decision-making. Data quality tools improve business data by detecting anomalies across multiple data sources, as well as cleansing and standardizing data for analysis.

Data Quality Software Features & Capabilities

  • Connectivity to multiple data sources

  • Data profiling and auditing to help find anomalies, hidden relationships between data elements

  • Seamless integration with Mister Data Management (MDM) systems

  • Parsing and standardization of data elements according to pre-defined rules

  • Match and merge capability

  • Data format and valid address checking

Why Data Quality Matters

This imperative to improve data quality has become more critical with the emergence of big data strategies. Increasing data volumes make the issue of data quality more important than ever.

The goal is for data to be complete such that, for example, all disparate pieces of data for a single customer are linked. Data also needs to be clean with automatic elimination of typos and abbreviation errors.

Data Quality Improvement Strategies

Among the most common strategies for improving data quality are:

  • Parsing and standardizing data. Data is broken up into multiple structured elements and then each element is standardized according to predefined rules.

  • Matching and merging data. Data records that look similar are automatically flagged as possible matches, and if they are found to be matches the records are then merged.

  • Case management. Some data records will be found to be incomplete or erroneous. This problematic data is automatically flagged and placed in a queue where it can be investigated and remediated later.

  • Address Verification: Checking format and that address represent a real physical location.

Data Quality Benefits

  • Availability of high-quality data for business intelligence projects and master data management.

  • Reduced time to implement data governance or compliance audits.

  • Consolidated views of customers and households enabling more effective cross and upselling.

  • Provision of research data for fraud detection and planning.

Pricing Information

Most data quality software vendors do not provide transparent pricing information, but pricing can depend on factors like the number of data sources used and how many features are included in the product. Businesses should expect to pay for a data quality tool via a monthly subscription.

Frequently Asked Questions

What businesses benefit most from data quality software?

Any business with a lot of data can benefit from data quality tools, but they are particularly useful for businesses with multiple data sources pertaining to a single subject. For example, if a business has multiple data sources on a single customer, a data quality tool will help standardize that data.

Are there any free or open source data quality tools?

There aren’t many completely free data quality options, but many proprietary tools offer free trials that users can use to familiarize themselves with each data quality option before making a purchasing decision.

How can I best utilize a data quality tool?

Data quality tools will help you cleanse and standardise your data, but to get the most out of a data quality tool, a business should implement a data quality strategy across all of their applications that collect data. By combining data quality tools with a good data quality strategy, businesses can get more value out of every piece of data they collect.