Content related to Why Your Enterprise AI Projects Need a Product Manager
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
Enhancing Insurance Fraud Detection through Graph-Based Link Analysis
A national agency overseeing insurance claims engaged EK to advise on developing and implementing graph-based analytics to support fraud detection. EK applied key concepts such as knowledge graphs, graph-based link analysis for detecting potentially suspicious behavior, and the underlying technology architecture required to instantiate a fully functional solution at the agency to address client challenges. 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
Graph Solutions PoC to Production: Overcoming the Barriers to Success (Part I)
Part I: A Review of Why Graph PoCs Struggle to Demonstrate Success or Progress to Production This is Part 1 of a two-part series on graph database PoC success and production deployment. Introduction I began my journey with graphs … Continue reading
Semantic Layer Strategy for Linked Data Investigations
A government organization sought to more effectively exploit their breadth of data generated by investigation activity of criminal networks for comprehensive case building and threat trend analysis. EK engaged with the client to develop a strategy and product vision for their semantic solution, paired with foundational semantic data models for meaningful data categorization and linking, architecture designs and tool recommendations for integrating and leveraging graph data, and entitlements designs for adhering to complex security standards. 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
Top Semantic Layer Use Cases and Applications (with Real World Case Studies)
Today, most enterprises are managing multiple content and data systems or repositories, often with overlapping capabilities such as content authoring, document management, or data management (typically averaging three or more). This leads to fragmentation and data silos, creating significant inefficiencies. … 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