Breaking Down Enterprise AI, Part I: Insight Track

2023 was an incredibly exciting year for artificial intelligence. Several technology trends – distributed computing, transformer models, and large repositories of data – converged to produce powerful generative AI products like ChatGPT and Midjourney. These products have helped generate excitement … Continue reading

What is a Large Language Model (LLM)?

  In late November of 2022, artificial intelligence (AI) research and development company OpenAI released ChatGPT, an AI chatbot powered by a Large Language Model (LLM). In the following year, the world witnessed a meteoric rise in the usage of … Continue reading

How to Prepare Content for AI

Artificial Intelligence (AI) enables organizations to leverage and manage their content in exciting new ways, from chatbots and content summarization to auto-tagging and personalization. Most organizations have a copious amount of content and are looking to use AI to improve … Continue reading

Extending Taxonomies to Ontologies

Sometimes the words “taxonomy” and “ontology” are used interchangeably, and while they are closely related, they are not the same thing. They are both considered kinds of knowledge organization systems to support information and knowledge management. Yet there is often … Continue reading

Graph Machine Learning Recommender POC for Public Safety Agency

The Challenge A government agency responsible for regulating and enforcing occupational safety sought to build a content recommender proof-of-concept (POC) that leverages semantic technologies to model the relevant workplace safety domains. The agency aimed to optimize project planning and construction … Continue reading

The Top 5 Reasons for a Semantic Layer

Implementing Semantic Layers has become a critical strategic plan for many of our most advanced data clients. A Semantic Layer connects all organizational knowledge assets, including content items (files, videos, media, etc.) via a well defined and standardized semantic framework. … Continue reading

KM Trends – Semantic Layer

In this episode of Knowledge Cast, CEO Zach Wahl is joined by his colleagues Joe Hilger, Lulit Tesfaye, and Ashleigh Faith as they discuss the Semantic Layer in the context of knowledge management. They define a Semantic Layer and explore … Continue reading