Data Quality

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.

The Data Quadrant is a thorough evaluation and ranking of all software in an individual category to compare platforms across multiple dimensions.

These include:

  • User Satisfaction Rankings
  • Business Value Scores
  • Vendor Capability Comparisons
  • Product Feature Evaluations

The Emotional Footprint is a powerful indicator of overall user sentiment toward the relationship with the vendor, capturing data across five dimensions.

These include:

  • Strategy and Innovation
  • Service Experience
  • Conflict Resolution
  • Product Impact
  • Negotiation and Contract

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Latest Research

TIBCO Acquires Orchestra Networks: Potential Centerpiece of a New Super Smart Data Management Platform
March 29, 2020

Orchestra Networks was earning attention even before TIBCO’s acquisition. Now that it is part of the TIBCO family of software products, it can become the centerpiece of a very powerful data management, governance, integration, and analytics platform.

Author: Igor Ikonnikov (Info-Tech)

Databricks and Immuta Partner to Provide End-to-End Data Governance for Machine Learning
February 06, 2020

Databricks, a data processing and analytics platform with a strong focus on AI and ML, has partnered with Immuta to deliver automated end-to-end data governance for AI, data science, and ML projects.

Author: Natalia Modjeska (Info-Tech)

Building a Data Catalog That Meets Your Needs
January 27, 2020

Most of the well-established data catalog tools (a.k.a. “data governance tools”) are far from covering all requirements for proper data cataloging – but help seems to be on its way.

Author: Igor Ikonnikov (Info-Tech)

See All Research

Data Quality Products

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SAS

SAS Data Quality

Since SAS puts data quality at the core of everything, you know you’re getting the best technology on the market.

8.8

Composite Score

8.9

CX Score

+93

Emotional Footprint

89%

Likeliness to Recommend

17

Reviews

SAP

SAP Data Services

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.

8.2

Composite Score

8.6

CX Score

+92

Emotional Footprint

80%

Likeliness to Recommend

10

Reviews

IBM

IBM Infosphere Data Quality

Data quality solutions from IBM help you identify revenue opportunities, meet regulatory compliance requirements and respond to customer issues in a timely manner.

7.8

Composite Score

7.8

CX Score

+76

Emotional Footprint

80%

Likeliness to Recommend

31

Reviews

Oracle

Oracle Enterprise Data Quality

Oracle Enterprise Data Quality delivers a complete, best-of-breed approach to party and product data resulting in trustworthy master data that integrates with applications to improve business insight.

7.7

Composite Score

7.8

CX Score

+77

Emotional Footprint

80%

Likeliness to Recommend

48

Reviews

Informatica

Informatica Data Quality

Provides all your projects and initiatives with clean, trusted data to meet your business objectives.

8.6

Composite Score

8.6

CX Score

+85

Emotional Footprint

85%

Likeliness to Recommend

5

Reviews

Information Builders

Information Builders Omni-Gen Data Quality Edition

Omni-Gen™ Data Quality Edition is a unified platform for profiling, cleansing, and enriching information. Data Quality Edition dramatically improves consistency, accuracy, and completeness, so organizations can increase their information capital to yield higher business value. Data Quality Edition, part of our Omni-Gen Platform, includes everything in Integration Edition and adds technology for data cleansing and remediation.

--

Composite Score

--

CX Score

+87

Emotional Footprint

72%

Likeliness to Recommend

2

Reviews

Syncsort

Syncsort Integrate

Syncsort provides enterprise software that allows organizations to collect, integrate, sort and distribute more data in less time, with fewer resources and lower costs.

--

Composite Score

--

CX Score

--

Emotional Footprint

--

Likeliness to Recommend

0

Reviews

Trillium Software

Trillium Software System

Trillium Software’s data quality products certify that your most critical data assets are accurate, complete and aligned with your business goals. Our technology is designed to implement data quality processes quickly and easily, supporting the collaboration between IT and business teams across an enterprise.

--

Composite Score

6.5

CX Score

+53

Emotional Footprint

59%

Likeliness to Recommend

3

Reviews

Talend

Talend Data Quality

Talend Data Quality delivers trusted data everywhere with easy onboarding, standards and rules application across all Talend integration platforms. Data is enriched, protected, and available.

--

Composite Score

9.7

CX Score

+100

Emotional Footprint

97%

Likeliness to Recommend

4

Reviews

Validity

Validity Demandtools

The #1 global data quality tool used by thousands of satisfied Salesforce administrators.

--

Composite Score

7.9

CX Score

+83

Emotional Footprint

83%

Likeliness to Recommend

2

Reviews

Ringlead

RingLead Data Quality Apps

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.

--

Composite Score

--

CX Score

--

Emotional Footprint

--

Likeliness to Recommend

0

Reviews

Symphonic Source

Cloudingo

Cloudingo is a cloud-based deduplication and data quality application built specifically for Salesforce.

--

Composite Score

9.6

CX Score

+92

Emotional Footprint

89%

Likeliness to Recommend

2

Reviews

Pitney Bowes

Pitney Bowes Data Quality

Ensure the quality of your customer data with validation, standardisation, and de-duplication solutions.

--

Composite Score

--

CX Score

+92

Emotional Footprint

78%

Likeliness to Recommend

1

Reviews

Melissa Data

Melissa DATA Data Quality Tools

Our full spectrum of solutions work across the entire data quality lifecycle to ensure you capture, cleanse, and maintain accurate contact data for your business needs.

--

Composite Score

8.7

CX Score

+97

Emotional Footprint

93%

Likeliness to Recommend

3

Reviews

PCAPredict

PCA Predict

Our range of innovative web services will help you to maintain quality customer data, increase online conversion rates and drive business efficiency. Improve your user experience by integrating our easy-to-use data validation and ecommerce tools today.

--

Composite Score

10.0

CX Score

+100

Emotional Footprint

100%

Likeliness to Recommend

1

Reviews

Ataccama

Ataccama Data Quality Center

Data Quality Center (DQC) provides a consistent, comprehensive tool that will allow you to address the full range of data quality issues—from data cleansing to matching—and prevent incorrect or incomplete data from gaining future entrance into your systems.

--

Composite Score

--

CX Score

--

Emotional Footprint

--

Likeliness to Recommend

0

Reviews

BackOffice Associates

Data Stewardship Platform

The BackOffice Data Stewardship Platform™ (DSP) is a next-generation, uniform platform of functions and capabilities designed specifically to support information governance, helping customers keep pace with rapidly changing business conditions that affect their data.

--

Composite Score

--

CX Score

--

Emotional Footprint

--

Likeliness to Recommend

0

Reviews

Oceanos

Oceanos Data Cleanse & Append

See better results with clean accurate data.

--

Composite Score

10.0

CX Score

+100

Emotional Footprint

100%

Likeliness to Recommend

1

Reviews

WinPure

WinPure Clean & Match

WinPure™ Clean & Match is our award-winning, all-in-one software suite for data cleansing & data matching. Equipped with seven(7) data cleaning modules and advanced fuzzy data matching capabilities, this software is ideal for cleaning, correcting and deduplicating mailing lists, databases, spreadsheets and CRM's.

--

Composite Score

6.7

CX Score

+58

Emotional Footprint

50%

Likeliness to Recommend

2

Reviews

Datactics

Datatics Data Quality Suite

Datactics software profiles, cleans and reformats data and puts comparable/alternative item matching at your fingertips. Datactics dramatically reduces manual labour and increases revenues by providing immediate access to accurate and standardised data.

--

Composite Score

--

CX Score

--

Emotional Footprint

--

Likeliness to Recommend

0

Reviews

Data Ladder

DataMatch

The complete data quality, cleansing, matching and de-duplication software in one easy to use software suite.

--

Composite Score

9.8

CX Score

+95

Emotional Footprint

94%

Likeliness to Recommend

4

Reviews

DataMentors

DataFuse

DataMentors’ DataFuse, empowers you with the flexibility to capture, integrate and standardize consumer data in real time before the opportunity is lost.

--

Composite Score

--

CX Score

--

Emotional Footprint

--

Likeliness to Recommend

0

Reviews

ActivePrime

ActivePrime

ActivePrime offers a wide range of solutions that can help you with any phase of our customer intelligence initiative. Whether you need to improve data quality, search and access data – even data that resides in back office systems, integrate and merge data, or pull reports to analyze data quality and results, ActivePrime has a solution that does just that.

--

Composite Score

--

CX Score

--

Emotional Footprint

--

Likeliness to Recommend

0

Reviews

ThinkSmart Data Services

Merge Purge

Merge purge processing is a standalone as well as fully integrated solution combining merge purge, database and web-based analytic tools.

--

Composite Score

--

CX Score

--

Emotional Footprint

--

Likeliness to Recommend

0

Reviews

QFire Software

QFire Validator

QFire Software’s Distributed Data Quality provides organisations with the ability to put data quality at the front line of their business, shifting responsibility to the people who best understand the data.

--

Composite Score

--

CX Score

--

Emotional Footprint

--

Likeliness to Recommend

0

Reviews

Load More

All Research

TIBCO Acquires Orchestra Networks: Potential Centerpiece of a New Super Smart Data Management Platform
March 29, 2020

Orchestra Networks was earning attention even before TIBCO’s acquisition. Now that it is part of the TIBCO family of software products, it can become the centerpiece of a very powerful data management, governance, integration, and analytics platform.

Author: Igor Ikonnikov (Info-Tech)

Databricks and Immuta Partner to Provide End-to-End Data Governance for Machine Learning
February 06, 2020

Databricks, a data processing and analytics platform with a strong focus on AI and ML, has partnered with Immuta to deliver automated end-to-end data governance for AI, data science, and ML projects.

Author: Natalia Modjeska (Info-Tech)

Building a Data Catalog That Meets Your Needs
January 27, 2020

Most of the well-established data catalog tools (a.k.a. “data governance tools”) are far from covering all requirements for proper data cataloging – but help seems to be on its way.

Author: Igor Ikonnikov (Info-Tech)

Netwrix Report: Growing Security Concerns Bringing Data Out of the Cloud – But Not for Good Reason
July 18, 2019

According to the latest Netwrix, concerns around data security have been encouraging 46% of organizations to move their personally identifiable information (PII) back on premises, from the cloud.

Author: Celine Gravelines (Info-Tech)

Microsoft’s Ignite Announcements Take Direct Aim at the Competition
September 26, 2018

Microsoft’s Ignite conference speaks to enterprise developers and IT teams, and this year’s event is making waves with a slew of new product announcements aimed squarely at a host of its competitors. Microsoft continues its multi-year evolution from a company full of disparate products and services to a true platform-oriented provider, seeking to liberate data silos across service lines and vendors and to enable Microsoft solutions to be deployed in non-Microsoft environments.

Author: Scott Bickley (Info-Tech)

DevOps for Financial Enterprise Systems: We Have the Way if They Have the Will

A prevalent urban legend in enterprise tech is that DevOps and Agile are not ready for tackling transformation at scale. At Info-Tech Research Group, we believe it’s the other way around. DevOps practices like CI/CD are being used by digital banking startups for fintech products. They are leveraging cloud services for demand management and capacity planning but what about the “too big to fail” banks, with global outreach and massive investments in legacy tech?

Author: Usman Lakhani (Info-Tech)