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Emotional Footprint Awards 2021

Metadata Management


SoftwareReviews names Smartlogic Semaphore, Adaptive Governance Enterprise Management (GEM) Solutions, Collibra Platform, and Octopai as Metadata Management Emotional Footprint Award Winners.


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Metadata Management

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.

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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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30+ pages

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


MarkLogic

Smartlogic Semaphore

Smartlogic’s Semantic AI platform – Semaphore – provides a basis for cognitive applications as a centralized integrated platform that identifies enterprise information with capabilities to create and manage semantic metadata, active metadata, and information extraction - automatically extract & classify context and meaning from unstructured and structured information assets and manage knowledge models.

9.7

CX Score

CX
Score

+98

Net Emotional Footprint

Net Emotional
Footprint

95

Value Index

VALUE INDEX

0% Negative 98% Positive
Badge Winner
30Reviews

Adaptive

Adaptive Governance Enterprise Management (GEM) Solutions

Adaptive Governance Enterprise Management (GEM) Solutions offers standards-based solutions that help organizations better align their valuable information by supporting specific management challenges including Data Governance, Data Quality, Metadata Management, Enterprise Architecture Management and IT Portfolio Management while ensuring Knowledge is retained as systems evolve.

9.2

CX Score

CX
Score

+97

Net Emotional Footprint

Net Emotional
Footprint

87

Value Index

VALUE INDEX

0% Negative 97% Positive
Badge Winner
12Reviews

Collibra NV

Collibra Platform

Collibra offers a cloud-based platform that empowers organizations to unlock the value of their data and achieve Data Intelligence. With the Collibra Platform, business users can gain visibility into their data, collaborate intelligently and build a data-centric culture among their peers.

9.2

CX Score

CX
Score

+98

Net Emotional Footprint

Net Emotional
Footprint

85

Value Index

VALUE INDEX

0% Negative 98% Positive
Badge Winner
20Reviews

Octopai

Octopai

Intelligent metadata management automation for anyone dealing with data. Octopai is an automated, centralized, cross-platform metadata search engine that enables BI groups to quickly and precisely discover and govern shared metadata. Just google the metadata and within 5 seconds you get an accurate, detailed, clear map of the data journey.

9.1

CX Score

CX
Score

+97

Net Emotional Footprint

Net Emotional
Footprint

84

Value Index

VALUE INDEX

0% Negative 97% Positive
Badge Winner
12Reviews

Other Evaluated Vendors


Solidatus

Solidatus

Award-winning Solidatus is empowering enterprises globally to accelerate their understanding and optimisation of their data and organisational processes. The Solidatus methodology for digitally transforming organisations to be data-centric and lineage-enabled is changing how businesses discover, document, map and manage their data.

8.9

CX Score

CX
Score

+93

Net Emotional Footprint

Net Emotional
Footprint

86

Value Index

VALUE INDEX

1% Negative 94% Positive
23Reviews

Alex Solutions Pty Ltd

Alex Solutions

Alex Solutions is a Metadata Management Platform designed to empower everyone to securely find, understand, protect, and ethically use the world’s data. Alex Solutions supports the widest range of Use Cases by providing a unique and unified 360 view of Metadata. Unifying Data Quality, Data Security, Risk and Data Management, under a single Data Governance umbrella and all underpinned with Machine Learning and Intelligent-Actions for better business outcomes.

8.9

CX Score

CX
Score

+91

Net Emotional Footprint

Net Emotional
Footprint

88

Value Index

VALUE INDEX

2% Negative 93% Positive
10Reviews

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.

8.5

CX Score

CX
Score

+86

Net Emotional Footprint

Net Emotional
Footprint

84

Value Index

VALUE INDEX

3% Negative 89% Positive
14Reviews

Alation, Inc.

Alation

Alation provides an open, powerful, and intelligent data platform that supports a wide variety of metadata management and related applications from search and discovery to data governance to digital transformation. incorporates machine learning to analyze the ways data is used and to identify patterns from those accessing information.

8.3

CX Score

CX
Score

+86

Net Emotional Footprint

Net Emotional
Footprint

80

Value Index

VALUE INDEX

3% Negative 89% Positive
22Reviews

Infogix

Infogix Data360

Infogix allows you to leverage your business-ready data as an enterprise asset, improving processes and pushing the boundaries on progress and innovation. As a stand-alone or integrated solution, with data quality at our core, we help turn data into doing across the enterprise. By integrating advanced automation into data governance, data analytics and intelligent data quality, Infogix provides you with the business-ready data you need, when you need it.

7.8

CX Score

CX
Score

+83

Net Emotional Footprint

Net Emotional
Footprint

73

Value Index

VALUE INDEX

2% Negative 85% Positive
11Reviews

Informatica LLC

Informatica Enterprise Data Catalog

A machine learning-based data catalog that lets you classify and organize data assets across any environment to maximize data value and reuse, and provides a metadata system of record for the enterprise.

7.8

CX Score

CX
Score

+79

Net Emotional Footprint

Net Emotional
Footprint

77

Value Index

VALUE INDEX

5% Negative 84% Positive
13Reviews

Semantic Web Company

PoolParty

PoolParty Semantic Suite is the most complete and advanced semantic middleware platform on the global market. It uses innovative means to help organizations build and manage enterprise knowledge graphs as a basis for their AI strategy.

7.7

CX Score

CX
Score

+82

Net Emotional Footprint

Net Emotional
Footprint

72

Value Index

VALUE INDEX

2% Negative 84% Positive
11Reviews

SAP

SAP Information Steward

Impact your business with improved data stewardship and data integrity. Understand, analyze, and quantify the impact of data on your business processes to enhance operational, analytical, and data governance initiatives.

6.9

CX Score

CX
Score

+60

Net Emotional Footprint

Net Emotional
Footprint

78

Value Index

VALUE INDEX

8% Negative 68% Positive
10Reviews

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.

6.5

CX Score

CX
Score

+64

Net Emotional Footprint

Net Emotional
Footprint

66

Value Index

VALUE INDEX

11% Negative 75% Positive
13Reviews

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

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