Oracle

Oracle provides enterprise applications and cloud infrastructure, with databases central to its software portfolio. Its AI Database 26ai documentation describes semantic vector search, access to data through both JSON documents and relational tables, and graph analysis within the database.

Oracle’s credited conference work includes Kay Malcolm’s discussion of how memory connects AI models with the systems that let them act. The supplied Oracle author page identifies Malcolm with database product management. Her talk distinguishes session, persistent, episodic, procedural and semantic memory, framing shared context as a response to lost reasoning across a distributed team.

Malcolm also examines the coordination burden of separate relational, document, graph and vector stores. An audience demonstration illustrates how fragmented information can leave agents uncertain about which store holds the truth. This is a conference argument about storage and agent reliability; the supplied recording does not establish measured product performance or customer outcomes.