Knowledge Base - Enterprise Knowledge

Optimizing Historical Knowledge Retrieval: Extracting Knowledge by Making Connections

EK Team . February 4, 2026 . Case Study

The Challenge From POC to Production A Federally Funded Research and Development Center (FFRDC) faced significant challenges with low-quality or incomplete metadata for managing and cataloging scientific reports, hindering researchers’ ability to parse repositories and efficiently discover relevant content. As … Continue reading

Taxonomy Alignment for SDG Tagging

Ben Kass . January 28, 2026 . Presentation

In the session “Utilizing Taxonomies to Meet UN SDG Obligations“ co-presented at KMWorld 2025 on November 17th, Enterprise Knowledge’s Ben Kass and ASHA’s Mike Cannon discuss how they structured taxonomies within an ongoing auto-tagging implementation to serve content management and … Continue reading

The Role of Product Taxonomies in the Age of AI

Helyx Horwitz . January 27, 2026 . Blog

Product Taxonomies are Your Intellectual Property; Why they Deserve More than AI Slop “Good design is invisible,” a principle that applies as much to digital taxonomy design as it does to the design of physical objects and spaces. At their … Continue reading

Taxonomist Role in the New World of Generative AI

Yumiko Saito . January 13, 2026 . Blog

We have been at the forefront of implementing generative technologies to augment traditional taxonomy workflows offering new capabilities for content modeling, classification, and semantic enrichment. This raises an important question for practitioners: What are the implications of Generative AI for … Continue reading

A Healthier Knowledge Platform: Taxonomy Principles to Support Knowledge Management at a Not-for-Profit

Bonnie Griffin . January 7, 2026 . Presentation

Would your organization benefit from “healthier” knowledge management practices? Learn more about how the YMCA of the USA improved the health of key internal tools. During their presentation, “Taxonomy Principles to Support Knowledge Management at a Not-for-Profit” at KMWorld’s Taxonomy … Continue reading

How to Design Taxonomies that Reflect Organizational Differences, For Humans and AI

Kathleen Gollner . December 10, 2025 . Blog

One of the key steps to prepare your content and data for AI is developing taxonomies that identify, organize, and define the terms used in the organization in order to better structure and contextualize knowledge assets for use in AI … Continue reading

How Taxonomies and Ontologies Enable Explainable AI

Tatiana Baquero Cakici . October 31, 2025 . Blog

Taxonomy and ontology models are essential to unlocking the value of knowledge assets. They provide the structure needed to connect fragmented information across an organization, enabling explainable AI. As part of a broader Knowledge Intelligence (KI) strategy, these models help … Continue reading

How to Leverage LLMs for Auto-tagging & Content Enrichment

Noa Roth . October 29, 2025 . Blog

When working with organizations on key data and knowledge management initiatives, we’ve often noticed that a roadblock is the lack of quality (relevant, meaningful, or up-to-date) existing content an organization has. Stakeholders may be excited to get started with advanced … Continue reading

Semantic Layer Strategy: The Core Components You Need for Successfully Implementing a Semantic Layer

Rachel Carrier . October 6, 2025 . Blog

Today’s organizations are flooded with opportunities to apply AI and advanced data experiences, but many struggle with where to focus first. Leaders are asking questions like: “Which AI use cases will bring the most value? How can we connect siloed … Continue reading

Breaking Down Types of Knowledge Assets and Their Impact

Tatiana Baquero Cakici . August 22, 2025 . Blog

In their blog “What is Knowledge Asset?”, EK’s CEO Zach Wahl and Practice Lead for Semantic Design and Modeling, Sara Mae O’Brien-Scott, explored how organizations can define knowledge assets beyond just documents or data. It emphasizes that anything, from people … Continue reading