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Emotional Footprint Awards 2021

Data Quality


SoftwareReviews names Talend Data Quality, ChainSys Smart Data Platform, DQ Global, Experian Aperture Data Studio, Irion EDM, and Datactics Self-Service Data Quality Platform as Data Quality Emotional Footprint Award Winners.


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Data Quality

Emotional Footprint Awards

SoftwareReviews Emotional Footprint Awards evaluate and rank products based on emotional response ratings from IT and business professionals. Using our Emotional Footprint methodology, we aggregate emotional footprint scores across 26 dimensions of the vendor-client relationship and product effectiveness, creating a powerful indicator of overall user feeling toward the vendor and product.

Emotional Footprint Awards are proudly founded in 100% user review data and are free of traditional “magical” components such as market presence and analyst opinion, which are opaque in nature and may be influenced by vendor pressure, financial or otherwise.

Read The In-Depth Report

See how each vendor stacks up across each of the 26 dimensions and our thorough evaluation of vendor capabilities, product features, and overall satisfaction.

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Measuring Emotional Footprint

Emotional Footprint is scored using our “Net Emotional Footprint” Index. This index tracks responses across 26 dimensions of emotional footprint that span 5 categories: Purchasing, Service Experience, Product Impact, Vendor Strategy, and Conflict Resolution. Then, the following calculation is done across this index:

% of Positive Reviews - % of Negative Reviews

For clarity, the total percentage of positive, neutral, and negative ratings is shown for each vendor as well.

Emotional Footprint Leaders


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.

9.4

CX Score

CX
Score

+98

Net Emotional Footprint

Net Emotional
Footprint

89

Value Index

VALUE INDEX

0% Negative 98% Positive
Badge Winner
13Reviews

ChainSys

ChainSys Smart Data Platform

ChainSys is an innovator in the data management and business platform implementation (ERP) space. Our success is largely attributed to the fact that we understand the core of how businesses work and the importance of ensuring all business units work smoothly together.

9.4

CX Score

CX
Score

+95

Net Emotional Footprint

Net Emotional
Footprint

92

Value Index

VALUE INDEX

0% Negative 95% Positive
Badge Winner
17Reviews

DQ Global

DQ Global

DQ Global is an all in one data management engine, enabling users to people to; move, match and master data from over 130+ data sources. Utilise powerful matching logic, data transformations and data enrichment to ensure your data is unlocked and fit for business use.

9.3

CX Score

CX
Score

+97

Net Emotional Footprint

Net Emotional
Footprint

88

Value Index

VALUE INDEX

0% Negative 98% Positive
Badge Winner
10Reviews

Experian

Experian Aperture Data Studio

Experian Aperture Data Studio (formerly Pandora) unlocks the power of data to create opportunities for consumers, businesses, and society. At life’s big moments—from buying a home or car, to sending a child to university, to growing your business exponentially by connecting with new customers—we empower consumers and our clients to manage their data with confidence, so they can maximize every opportunity.

9.1

CX Score

CX
Score

+93

Net Emotional Footprint

Net Emotional
Footprint

90

Value Index

VALUE INDEX

2% Negative 95% Positive
Badge Winner
12Reviews

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.

9.1

CX Score

CX
Score

+92

Net Emotional Footprint

Net Emotional
Footprint

89

Value Index

VALUE INDEX

3% Negative 95% Positive
Badge Winner
10Reviews

Irion

Irion EDM

IrionDQ is an all-in-one, fully integrated framework, offering a huge number of practical applications.

9.1

CX Score

CX
Score

+95

Net Emotional Footprint

Net Emotional
Footprint

86

Value Index

VALUE INDEX

1% Negative 96% Positive
Badge Winner
11Reviews

Other Evaluated Vendors


Ataccama Corporation

Ataccama ONE Platform

Ataccama reinvents the way data is managed to create value on an enterprise scale. Unifying Data Governance, Data Quality, and Master Data Management into a single, AI-powered fabric across hybrid and Cloud environments, Ataccama gives your business and data teams the ability to innovate with unprecedented speed while maintaining trust, security, and governance of your data. Learn more at www.ataccama.com.

9.0

CX Score

CX
Score

+98

Net Emotional Footprint

Net Emotional
Footprint

80

Value Index

VALUE INDEX

0% Negative 98% Positive
12Reviews

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.

8.9

CX Score

CX
Score

+94

Net Emotional Footprint

Net Emotional
Footprint

84

Value Index

VALUE INDEX

1% Negative 94% Positive
18Reviews

Global IDs Inc

Global IDs Data Ecosystem Evolution Platform

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

8.9

CX Score

CX
Score

+93

Net Emotional Footprint

Net Emotional
Footprint

84

Value Index

VALUE INDEX

1% Negative 94% Positive
14Reviews

Informatica LLC

Informatica Data Quality

Ensure end-to-end support for growing data quality needs across users and data types with AI-driven automation.

8.9

CX Score

CX
Score

+92

Net Emotional Footprint

Net Emotional
Footprint

85

Value Index

VALUE INDEX

1% Negative 93% Positive
17Reviews

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.

8.8

CX Score

CX
Score

+94

Net Emotional Footprint

Net Emotional
Footprint

81

Value Index

VALUE INDEX

0% Negative 94% Positive
12Reviews

Validity Inc

Validity DemandTools

Manage your data – duplicates, standardization, record reassignments, lead processing, and more – in record time and deliver high-quality data across your business.

8.5

CX Score

CX
Score

+85

Net Emotional Footprint

Net Emotional
Footprint

85

Value Index

VALUE INDEX

3% Negative 88% Positive
16Reviews

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.

8.0

CX Score

CX
Score

+78

Net Emotional Footprint

Net Emotional
Footprint

81

Value Index

VALUE INDEX

7% Negative 85% Positive
33Reviews

Melissa Inc

Melissa Data Quality Suite

Melissa Data Quality Suite leverages 35+ years of deep domain expertise in address management, data quality and identity verification to ensure your data is clean, accurate and fit for purpose. Easily validate, parse, standardize, match, and enrich customer data with global address verification, email validation, phone verification and name verification. With flexible on-premise and Cloud/SaaS deployment models, the Data Quality Suite is customizable to every environment and will empower your organization to unlock the full potential of your data.

8.0

CX Score

CX
Score

+76

Net Emotional Footprint

Net Emotional
Footprint

83

Value Index

VALUE INDEX

5% Negative 81% Positive
31Reviews

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.

7.8

CX Score

CX
Score

+77

Net Emotional Footprint

Net Emotional
Footprint

79

Value Index

VALUE INDEX

5% Negative 82% Positive
53Reviews

Zaloni Inc

Zaloni Arena Data Platform

Zaloni Arena is the premier augmented DataOps platform. An active data catalog that enables self-service data enrichment and consumption to quickly control complex data environments.

6.6

CX Score

CX
Score

+63

Net Emotional Footprint

Net Emotional
Footprint

70

Value Index

VALUE INDEX

10% Negative 73% Positive
11Reviews

For the full list of vendors in this space, click here.

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