The pre-built agents and Private Agent Factory itself would help developers accelerate agent building, especially those working for enterprises in regulated industries, analysts say.

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Oracle has introduced prebuilt agents to its Private Agent Factory within AI Database 26ai. The new agents include a Database Knowledge Agent (natural-language to query), a Structured Data Analysis Agent (tabular data analysis using pandas), and a Deep Data Research Agent (multi-step research across web and document sources). Analysts highlight that embedding agent orchestration directly in the database reduces brittle data-movement pipelines and is particularly valuable for regulated industries like banking, healthcare, and government, where sending data to external LLM providers is not acceptable. Oracle's strategy positions the database as the central operational control layer for enterprise AI rather than just storage.

Oracle adds pre-built agents to Private Agent Factory in AI Database 26ai