Connecting Semantic Layers and Data Fabrics

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This chapter examines the synergy between semantic layers and data fabrics in effective data management. It highlights the role of semantic layers in providing consistent data access and addressing challenges related to unstructured data, while also exploring how integrating these layers with large language models can enhance query accuracy and mitigate LLM hallucinations. Additionally, the chapter discusses the implications of this integration for businesses, especially in defining terms and improving data governance amidst varying organizational contexts.

In this episode of Knowledge Cast, Joe Hilger, COO of Enterprise Knowledge, moderates a panel discussion with leading experts in data and semantic layer: Sanjeev Mohan, Malcolm Hawker, and Lulit Tesfaye.

The panel delves into the upcoming Semantic Layer Symposium, emphasizing the importance of a semantic layer as a bridge between technical data and business applications. The panelists speak on the practical applications and future of a semantic layer. They agree that a semantic layer could significantly improve data accuracy and efficiency, particularly in AI and ML contexts. This discussion underscores the necessity for organizations to understand and implement a semantic layer to drive better business outcomes and adapt to evolving data landscapes.

The Semantic Layer Symposium in Munich aims to provide attendees with concrete examples and best practices, helping them grasp the practical benefits of a semantic layer and how to implement it effectively. Click ⁠here ⁠to register for the event.