Lulit Tesfaye, Author at Enterprise Knowledge

The Top 3 Ways to Implement a Semantic Layer

Lulit Tesfaye March 12, 2024 . Blog

Over the last decade, we have seen some of the most exciting innovations emerge within the enterprise knowledge and data management spaces. Those innovations with real staying power have proven to drive business outcomes and prioritize intuitive user engagement. Within … Continue reading

What is a Semantic Layer? (Components and Enterprise Applications)

Lulit Tesfaye February 1, 2024 . Blog

Over the last decade, many organizations went through expensive migrations – either moving data into a data lake, a data warehouse, a modern data stack, or to the cloud. Yet, the business problems that many are looking to solve through … Continue reading

Five Ways to Demonstrate the Value of KM [In the Age of AI]

Lulit Tesfaye July 18, 2023 . Blog

Knowledge management (KM) is steadily growing beyond its traditional role of providing the framework for sharing, using, and managing the knowledge and information of an organization: it now also serves as the foundation for advancements in Artificial Intelligence (AI). We … Continue reading

Top Graph Use Cases and Enterprise Applications (with Real World Examples)

Lulit Tesfaye February 22, 2023 . Blog

Graph solutions have gained momentum due to their wide-ranging applications across multiple industries. Gartner predicts that graph technologies will be used in 80% of data and analytics innovations by 2025, up from 10% in 2021. Several factors are driving the … Continue reading

The Five Priorities for Every Data Strategy Today

Lulit Tesfaye October 27, 2022 . Blog

Earlier this year, I shared the top trends we are seeing when it comes to solving enterprise data management problems. We continue to deploy and put these emerging solutions to the test (read more on that from our case studies) … Continue reading

Why Invest in a Knowledge Graph? Your Digital Transformation and Enterprise AI Initiatives Depend on It

Lulit Tesfaye June 2, 2022 . Blog

The scope and success for digital transformations and advanced enterprise solutions is driven by a few factors, namely, defined use cases, available data, and people and SMEs. For many organizations, the biggest hurdle is knowing where to start. Starting with … Continue reading

Translating AI from Concept to Reality: Five Keys to Implementing AI for Knowledge, Content, and Data

Lulit Tesfaye April 14, 2022 . Presentation

Lulit Tesfaye, a Partner and Director for Enterprise Knowledge’s Data and Information Management Division, presented on April 07, 2022 at the data.world Spring Virtual Summit 2022 on the topic of Translating AI from Concept to Reality: Five Keys to Implementing … Continue reading

Data Management Trends in 2022: Data Fabric v. Data Mesh v. DataOps? What is Right for Your Organization?

Lulit Tesfaye January 11, 2022 . Blog

When we start most of our engagements with our clients, there are common and important challenges we’re typically presented with that help summarize the core needs that persist within the data management space today: We don’t know what data we … Continue reading

Beyond AI Project

Lulit Tesfaye May 11, 2021 . Blog

How to take an AI Project Beyond a Prototype Before going “all in,” we often advise our clients to first understand and quickly validate the value proposition for adopting advanced Artificial Intelligence (AI) and Machine learning (ML) solutions within their … Continue reading

How Do I Update and Scale My Knowledge Graph?

Lulit Tesfaye January 12, 2021 . Blog

Enterprise Knowledge Graph Governance Best Practices Successfully building, implementing, and scaling an enterprise knowledge graph is a serious undertaking. Those who have been successful at it would emphasize that it takes a clear definition of need (use cases), an appetite … Continue reading

Author: Lulit Tesfaye