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  • About
    • Mission
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  • Services
    • KM Strategy & Design
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Blog Archives

The Semantic Exchange: Metadata Within the Semantic Layer

EK Team . July 1, 2025 . News

Enterprise Knowledge is pleased to introduce a new webinar series, The Semantic Exchange. This session is the third of a five part series where we invite fellow practitioners to tune in and hear more about work we’ve published from the … Continue reading

Posted in
Taxonomy & Ontology Design
Tagged as
AIknowledge graphKnowledge ManagementMetadatasemantic datasemantic layerTaxonomy Designuse case

The Semantic Exchange: What is Semantics and Why Does it Matter?

EK Team . June 26, 2025 . News

Enterprise Knowledge is pleased to introduce a new webinar series, The Semantic Exchange. This session is number two of a five part series where we invite fellow practitioners to tune in and hear more about work we’ve published from the … Continue reading

Posted in
Taxonomy & Ontology Design
Tagged as
knowledge graphKnowledge Managementsemantic dataTaxonomy Design

Navigating System Limitations for Taxonomy Implementation

Bonnie Griffin . June 24, 2025 . Blog

When navigating the transition from designing a taxonomy to implementing it in the intended systems, it can be common to encounter a gap between ideal implementation (hierarchical tagging without system-imposed limits, controlled by tight role-based user permissions), and reality. Continue reading

Posted in
Taxonomy & Ontology Design
Tagged as
filtershierarchieslabelsystem limitationstagsTaxonomy

The Semantic Exchange: Why Your Taxonomy Needs SKOS Webinar

EK Team . June 18, 2025 . News

Enterprise Knowledge is pleased to introduce a new webinar series, The Semantic Exchange. We’re kicking off a five part series where we invite fellow practitioners to tune in and hear more about work we’ve published from the authors themselves. In … Continue reading

Posted in
Taxonomy & Ontology Design
Tagged as
knowledge graphKnowledge Managementsemantic web standardsSKOSTaxonomy Design

Semantic Layer Maturity Framework Series: Taxonomy

Bonnie Griffin . June 18, 2025 . Blog

Taxonomy is foundational to the Semantic Layer. A taxonomy establishes the essential semantic building blocks upon which everything else is built, starting by standardizing naming conventions and ensuring consistent terminology. From there, taxonomy concepts are enriched with additional context, such … Continue reading

Posted in
Taxonomy & Ontology Design
Tagged as
semantic layersimple knowledge organization systemSKOSTaxonomytaxonomy management systemTMS

The Role of Taxonomy in Labeled Property Graphs (LPGs) & Graph Analytics

Annabel Lane . June 2, 2025 . Blog

Taxonomies play a critical role in deriving meaningful insights from data by providing structured classifications that help organize complex information. While their use is well-established in frameworks like the Resource Description Framework (RDF), their integration with Labeled Property Graphs (LPGs) … Continue reading

Posted in
Artificial Intelligence Knowledge Graphs & Data Modeling Taxonomy & Ontology Design
Tagged as
AIartificial intelligencegraph analyticsknowledge graphLPGsemantic layerTaxonomy

Enhancing Taxonomy Management Through Knowledge Intelligence

Maryam Nozari . April 30, 2025 . Blog

In today’s data-driven world, managing taxonomies has become increasingly complex, requiring a balance between precision and usability. The Knowledge Intelligence (KI) framework – a strategic integration of human expertise, AI capabilities, and organizational knowledge assets – offers a transformative approach … Continue reading

Posted in
Artificial Intelligence Taxonomy & Ontology Design Technology Solutions
Tagged as
AIgenerative AIknowledge intelligenceKnowledge Managementnatural language processingsemantic web standardsSKOStaxonomy governance

AI & Taxonomy: the Good and the Bad

Ben Kass . March 4, 2025 . Blog

The recent popularity of new machine learning (ML) and artificial intelligence (AI) applications has disrupted a great deal of traditional data and knowledge management understanding and tooling. At EK, we have worked with a number of clients who have questions–how … Continue reading

Posted in
Artificial Intelligence Taxonomy & Ontology Design
Tagged as
AIartificial intelligencebertopicGovernanceTaxonomy Management

Extracting Knowledge from Documents: Enabling Semantic Search for Pharmaceutical Research and Development

EK Team . March 3, 2025 . Case Study

The Challenge A major pharmaceutical research and development company faced difficulty creating regulatory reports and files based on years of drug experimentation data. Their regulatory intelligence teams and drug development chemists spent dozens of hours searching through hundreds of thousands … Continue reading

Posted in
Enterprise Search Knowledge Management Strategy & Design Taxonomy & Ontology Design
Tagged as
auto-taggingfixing searchgenerative AIpharmaceuticalTaxonomy

The Minimum Requirements To Consider Something a Semantic Layer

Ben Kass . February 28, 2025 . Blog

Semantic Layers are an important design framework for connecting information across an organization in preparation for Enterprise AI and Knowledge Intelligence. But with every new technology and framework, interest in utilizing the technological advance outpaces experience in effective implementation. As … Continue reading

Posted in
Data Management Services Knowledge Graphs & Data Modeling Knowledge Management Strategy & Design Taxonomy & Ontology Design Technology Solutions
Tagged as
applicationlogical architecturerequirementssemantic layerstandards
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