CDO Matters Podcast
CDO Matters Ep. 46 | Next Gen Semantic Layers
Mar 21, 2024
Exploring next gen semantic layers and their value in driving improved search, analytics, and generative AI. Discussions on the evolution of semantic layers, challenges of integrating operational and analytical data stores, benefits in data architecture and supply chain transparency. Insights on product passports, metadata alignment, and global data ecosystems for mutual benefit.
46:06
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Quick takeaways
- Transitioning to a next-gen semantic layer from data management enhances knowledge assets for improved search and AI.
- Semantic layers facilitate data integration and insights by emphasizing metadata and addressing challenges posed by data silos.
Deep dives
Definition and Evolution of Semantic Layers
A semantic layer denotes a transition from focusing solely on data towards understanding the context and semantics of data by utilizing metadata. This abstraction layer enables organizations to contextualize, categorize, and connect data without the need for physical data relocation. With technology advancements like cloud computing and AI, the concept of next-generation semantic layers has gained prominence, emphasizing the importance of knowledge assets beyond data storage.
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