The 40-year-old database rule agents just broke: How LTAP unifies OLTP and OLAP workloads
Sep 7, 2026
Summary
Introduces LTAP (Long-Term Archival Persistence) which unifies OLTP and OLAP workloads by enabling OLTP databases to query OLAP data directly. This breaks the traditional separation of these workloads by providing a unified data plane for low-latency OLTP access to OLAP stores. The system allows for direct querying of Databricks Lakehouse data from OLTP systems, enhancing performance and efficiency for AI agents and other workloads.
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