HTAP (Hybrid Transactional/Analytical Processing)

Database workloads combining OLTP and OLAP in a single system. Eliminates the need to replicate data to a separate analytical store. Approaches: real-time materialized views, columnar extensions (pg_duckdb), or dual-format storage. Growing in importance as agents need both transactional and analytical access.