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Author: Lulit Tesfaye

Home: ARTICLES BY : Lulit Tesfaye

Lulit Tesfaye

Lulit Tesfaye is a Partner and the VP for Knowledge & Data Services and Engineering at Enterprise Knowledge, LLC., the largest global consultancy dedicated to Knowledge and information management. Lulit brings over 15 years of experience leading diverse information and data management initiatives, specializing in technologies and integrations. Lulit is most recently focused on employing advanced Enterprise AI and semantic capabilities for optimizing enterprise data and information assets.

Knowledge Cast – Ole Olesen-Bagneux, Vice President & Chief Evangelist at Actian

Lulit Tesfaye . December 12, 2025 . Podcast

Enterprise Knowledge’s Lulit Tesfaye, VP of Knowledge & Data Services, speaks with Ole Olesen-Bagneux, Vice President & Chief Evangelist at Actian. He is a twice-published author with a BA, MA, and PhD in Library and Information Science from the University … Continue reading

Posted in
Data Management Services Knowledge Graphs & Data Modeling Knowledge Management Strategy & Design
Tagged as
data catalogdata intelligenceKnowledge Managementmetadata management

Knowledge Cast – Daan Hannessen, Global Head of Knowledge Management at Shell – Semantic Layer Symposium Series

Lulit Tesfaye . September 29, 2025 . Podcast

Enterprise Knowledge’s Lulit Tesfaye, VP of Knowledge & Data Services, speaks with Daan Hannessen, Global Head of Knowledge Management at Shell. He has over 20 years experience in Knowledge Management for large knowledge-intensive organizations in Europe, Australia, and the USA, … Continue reading

Posted in
Knowledge Graphs & Data Modeling
Tagged as
Knowledge ManagementSemantic Layer SymposiumSEMANTiCSSLS

Knowledge Cast – Ben Clinch, Chief Data Officer & Partner at Ortecha – Semantic Layer Symposium Series

Lulit Tesfaye . September 11, 2025 . Podcast

Enterprise Knowledge’s Lulit Tesfaye, VP of Knowledge & Data Services, speaks with Ben Clinch, Chief Data Officer and Partner at Ortecha and Regional Lead Trainer for the EDM Council (EMEA/India). He is a sought-after public speaker and thought leader in … Continue reading

Posted in
Data Management Services Knowledge Graphs & Data Modeling
Tagged as
DataKnowledge ManagementSemantic Layer SymposiumSEMANTiCSSLS

When Should You Use An AI Agent? Part One: Understanding the Components and Organizational Foundations for AI Readiness

Lulit Tesfaye . September 4, 2025 . Blog

It’s been recognized for far too long that organizations spend as much as 30-40% of their time searching for or recreating information. Now, imagine a dedicated analyst who doesn’t just look for or analyze data for you but also roams … Continue reading

Posted in
Artificial Intelligence
Tagged as
agentagentic AIAIknowledge assetslarge language modeloperating modelsemantic layer

Knowledge Cast – Dawn Brushammar, Independent Knowledge Management Consultant & Programme Chair of KMWorld Europe – Semantic Layer Symposium Series

Lulit Tesfaye . August 28, 2025 . Podcast

Enterprise Knowledge’s Lulit Tesfaye, VP of Knowledge & Data Services, speaks with Dawn Brushammar, currently an independent KM consultant, advisor, and frequent contributor at industry events. She has spent her 25+ year career connecting people to relevant knowledge and information. … Continue reading

Posted in
Knowledge Management Strategy & Design
Tagged as
Knowledge Managementmodern librarianSemantic Layer SymposiumSLS

Knowledge Cast – Paco Nathan, Principal DevRel Engineer at Senzing – Semantic Layer Symposium Series

Lulit Tesfaye . August 26, 2025 . Podcast

Enterprise Knowledge’s Lulit Tesfaye, VP of Knowledge & Data Services, speaks with Paco Nathan, Developer Relations (DevRel) Leader for the Entity Resolved Knowledge Graph Practice at Senzing. He is a computer scientist with over 40 years of tech industry experience … Continue reading

Posted in
Knowledge Graphs & Data Modeling
Tagged as
graph technologyKnowledge ManagementSemantic Layer SymposiumSLS

The Evolution of Knowledge Management & Organizational Roles: Integrating KM, Data Management, and Enterprise AI through a Semantic Layer

Lulit Tesfaye . Jess DeMay . July 31, 2025 . Presentation

On June 23, 2025, at the Knowledge Summit Dublin, Lulit Tesfaye and Jess DeMay presented “The Evolution of Knowledge Management (KM) & Organizational Roles: Integrating KM, Data Management, and Enterprise AI through a Semantic Layer.” The session examined how KM … Continue reading

Posted in
Knowledge Management Strategy & Design
Tagged as
AIdark dataData Managemententerprise aiKnowledge Managementorganizational rolessemantic layer

Top Semantic Layer Use Cases and Applications (with Real World Case Studies)  

Lulit Tesfaye . May 1, 2025 . Blog

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

Posted in
Knowledge Graphs & Data Modeling Taxonomy & Ontology Design
Tagged as
AIartificial intelligencecase studydata productKIknowledge intelligenceKnowledge PortalSearchsemantic layer

What are the Different Types of Graphs? The Most Common Misconceptions and Understanding Their Applications

Lulit Tesfaye . March 14, 2025 . Blog

Over 80% of enterprise data remains unstructured, and with the rise of artificial intelligence (AI), traditional relational databases are becoming less effective at capturing the richness of organizational knowledge assets, institutional knowledge, and interconnected data. In modern enterprise data solutions, … Continue reading

Posted in
Knowledge Graphs & Data Modeling
Tagged as
knowledge graphknowledge intelligence

Data Management and Architecture Trends for 2025

Lulit Tesfaye . January 27, 2025 . Blog

Today, many organizational leaders are focused on AI readiness, and as the AI transformation is accelerating, so are the trends that define how businesses look for, store, secure, and leverage data and content.  The future of enterprise data management and … Continue reading

Posted in
Artificial Intelligence Data Management Services Technology Solutions
Tagged as
2025AI TrendsArchitecture TrendsData Management
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