Knowledge Base - Enterprise Knowledge

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

Where AI is Failing Organizations Without a Semantic Layer: Lessons From the Trenches (with Case Studies)

Lulit Tesfaye . January 12, 2026 . Blog

It has been over three years since OpenAI, an artificial intelligence research company, introduced ChatGPT in November 2022. While artificial intelligence has existed for decades prior, this release and development of Generative AI (GenAI), large language models (LLMs), and their … Continue reading

The Cost of Missing Critical Connections in Data: Suspicious Behavior Detection using Link Analysis

Urmi Majumder . Kyle Garcia . January 9, 2026 . Presentation

Graph-powered link analysis, combined with natural language processing (NLP), offers a powerful approach to identifying complex patterns and trends within extensive and complex datasets, especially unstructured data like emails, documents, and social media. By modeling data as interconnected entities and … 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

Tracing the Thread: Decoding the Decision-Making Process with GraphRAG

Urmi Majumder . Kaleb Schultz . December 5, 2025 . Presentation

Does your AI tool have a hard time answering complex questions? Maybe you should consider GraphRAG! During their presentation “Tracing the Thread: Decoding the Decision-Making Process with GraphRAG” at Enterprise Search & Discovery 2025, Enterprise Knowledge’s Urmi Majumder and Kaleb … Continue reading

The Role of Unified Entitlements in Getting Your Content AI Ready

Joe Hilger . November 20, 2025 . Blog

AI has become the place to find answers to nearly any question. I have used the public LLMs like ChatGPT, Anthropic, and Gemini to create trip itineraries, research topics for a book I am writing, and plan social gatherings. I … Continue reading

Semantic Layer Symposium 2025: Knowledge Graphs Panel — The Rising Star of the Knowledge Management Toolkit

EK Team . November 18, 2025 . Video

In October of this year, Enterprise Knowledge held our annual Semantic Layer Symposium (SLS) in Copenhagen, Denmark, bringing together industry thought leaders, data experts, and practitioners to explore the transformative potential, and reflect on the successful implementation, of semantic layers. … Continue reading

Semantic Layer Symposium 2025: Using Semantics to Reduce Hallucinations and Overcome Agentic Limits – Neuro-Symbolic AI and the Promise of Agentic AI

EK Team . November 13, 2025 . Video

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