Content related to From Artificial Intelligence to Knowledge Intelligence
Beyond Traditional Machine Learning: Unlocking the Power of Graph Machine Learning
Traditional machine learning (ML) workflows have proven effective in a wide variety of use cases, from image classification to fraud detection. However, traditional ML leaves relationships between data points to be inferred by the model, which can limit its ability … Continue reading
Knowledge Cast – Sierra Woods at Canadian Heritage
Enterprise Knowledge CEO Zach Wahl speaks with Sierra Woods, Public Servant in the Canadian Government. In this conversation, Zach and Sierra discuss how to facilitate and “design” KM conversations to ask the right questions and reach the “a-ha” moment, developing … Continue reading
Knowledge Cast – Gianni Giacomelli at MIT
Enterprise Knowledge CEO Zach Wahl speaks with Gianni Giacomelli, Head of Design Innovation for the Collective Intelligence Design Lab at MIT and founder of Supermind.Design. In this conversation, Zach and Gianni discuss how KM goes beyond simple document management or … Continue reading
The Role of Taxonomy in Labeled Property Graphs (LPGs) & Graph Analytics
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
How to Implement a Semantic Layer: A Proven Operating Model
As organizations invest in enterprise AI and knowledge intelligence, the semantic layer serves as a critical foundation for providing a consistent, contextual framework that connects data assets across multiple sources to enable shared understanding, interoperability, and more intelligent use of … Continue reading
Knowledge Portals: Manifesting A Single View Of Truth For Your Organization
Guillermo Galdamez, Principal Knowledge Management Consultant, and Benjamin Cross, Project Manager, presented “Knowledge Portals: Manifesting A Single View Of Truth For Your Organization” at the APQC 2025 Process & Knowledge Management Conference on April 9th, 2025. Galdamez and Cross delivered … Continue reading
Knowledge Cast – Barry Byrne at Novartis (pt. 2)
Enterprise Knowledge CEO Zach Wahl again speaks with Barry Byrne, Global Head of Knowledge Management at Novartis and founder and organizer of the Knowledge Summit Dublin conference. In this conversation, Zach and Barry discuss Barry’s growing knowledge management team at … Continue reading
Enhancing Taxonomy Management Through Knowledge Intelligence
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
Knowledge Cast – Liam Fahey at Leadership Forum
Enterprise Knowledge CEO Zach Wahl speaks with Liam Fahey, Partner and Co-Founder at Leadership Forum LLC. In this conversation, Zach and Liam discuss Liam’s claim to fame as co-host of the first Knowledge Management conference in 1994, the importance of … Continue reading
Harnessing Institutional Knowledge to Enhance Employee Learning
Institutional knowledge loss erodes an organization’s effectiveness by neglecting critical collective wisdom and work previously produced by others. It is a challenge that is cumulative in its effect. The more time that goes by where an organization fails to protect … Continue reading