~/talk

Fostering a Data-Driven Culture

Talkat Data Summit 2025 · 2025-05-13..05-15· [data-engineering]
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slides:none on file

Enterprises adopt a logical data fabric and a universal semantic layer to fuse fragmented sources, enable real‑time RAG and text‑to‑SQL against live systems, and push fine‑grained governance into domain teams. Benchmarks claim new data sets deploy 65% quicker, query execution can be up to 10x faster, and one customer reaches 90% adoption by exposing data via SQL, REST and APIs while avoiding bulky vector copy pipelines and reducing data‑prep for scientists.

AI-written summary · about

  1. 0:00Introduction to data culture
  2. 3:12Challenges in data access
  3. 8:05Logical data management framework
  4. 15:30Empowering data exploration
  5. 21:35Generative AI and RAG limitations
  6. 30:09Value of logical data access
  7. 37:48Q&A on integration and governance
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