Compare and Evaluate
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
Data intelligence software vendor Alation has made the move to emphasize data governance amongst its solution offerings to make the data catalog a dynamic platform for “a broad range of data intelligence solutions.”
IT software company HelpSystems has acquired leading data classification software vendors Titus and Boldon James to enhance data security capabilities within its current suite of IT systems.
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.
Data Quality Products
SAS Institute Inc.
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
90%
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.
8.1
Composite Score
8.6
CX Score
+93
Emotional Footprint
79%
Likeliness to Recommend
11
Reviews
IBM
IBM Infosphere QualityStage
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
7.9
CX Score
+77
Emotional Footprint
81%
Likeliness to Recommend
32
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.
7.6
Composite Score
7.7
CX Score
+77
Emotional Footprint
79%
Likeliness to Recommend
50
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.
9.3
Composite Score
9.4
CX Score
+100
Emotional Footprint
96%
Likeliness to Recommend
5
Reviews
Informatica
Informatica Data Quality
Ensure end-to-end support for growing data quality needs across users and data types with AI-driven automation.
8.5
Composite Score
8.6
CX Score
+85
Emotional Footprint
85%
Likeliness to Recommend
5
Reviews
Experian
Experian Pandora Data Quality Management
Experian Data Quality is a global leader in providing data quality software and services. We help our clients to proactively manage the quality of their data through world class validation, matching, enrichment and profiling capabilities. With flexible SaaS and on-premise deployment models, Experian Data Quality software allows organizations around the world to truly connect with their customers by delivering intelligent interactions, every time.
7.3
Composite Score
7.9
CX Score
+82
Emotional Footprint
77%
Likeliness to Recommend
6
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
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 Quality Suite
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
Syniti (formerly 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
--
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
Datactics Self-Service Data Quality Platform
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
Irion
IrionDQ
IrionDQ is an all-in-one, fully integrated framework, offering a huge number of practical applications.
--
Composite Score
9.4
CX Score
+100
Emotional Footprint
94%
Likeliness to Recommend
2
Reviews
All Research
Data intelligence software vendor Alation has made the move to emphasize data governance amongst its solution offerings to make the data catalog a dynamic platform for “a broad range of data intelligence solutions.”
IT software company HelpSystems has acquired leading data classification software vendors Titus and Boldon James to enhance data security capabilities within its current suite of IT systems.
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.
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?
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.
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.
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.
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.
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