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Databricks introduced LTAP (Lake Transactional/Analytical Processing) on Lakebase to unify transactions and analytics in the lakehouse. Critics argue the operational database, not the lakehouse, should be the starting point for agentic AI, citing sovereignty, governance, and latency constraints. Databricks reportedly spent $1 billion acquiring Neon to embed an operational Postgres core.
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