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Data + AI FoundationsDatabricks Blog·October 13, 2026·Databricks Staff

What is HTAP? A plain-English guide to hybrid transactional/analytical processing

Summary

Hybrid Transactional/Analytical Processing (HTAP) eliminates the latency and complexity of separate batch ETL pipelines by running analytical queries directly on fresh operational data. Evaluate the architectural tradeoffs between converged and composed designs, compare HTAP against Lake Transactional/Analytical Processing (LTAP), and learn key considerations for integrating these systems into a modern data stack.

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