Oracle announced its Deep Trust AI Architecture at its Las Vegas AI World event on October 26, describing a framework for placing security and business rules inside the underlying enterprise technology stack.
The company’s blueprint spans four layers: the software platform, data, data access and application development. It brings together Oracle AI Database, Autonomous AI Database and the APEX AI Application Generator.
Oracle said its Deep Data Security controls would enforce end-user access rules on SQL requests at the database itself. SQL Assertions are intended to enforce business constraints regardless of which application or agent submits a change.
The announcement also describes controlled interfaces for business objects, rather than unrestricted database queries, and tools that provide business context for natural-language questions.
For application development, Oracle said AI coding agents can produce declarative definitions that run through APEX’s centralized engine.
These are Oracle’s descriptions of its architecture and intended protections. The announcement does not establish independent test results demonstrating that AI errors or security risks have been eliminated.
Sources: Oracle — October 26 architecture announcement: https://www.oracle.com/fr/news/announcement/ai-world-oracle-announces-deep-trust-ai-architecture-to-help-enterprises-innovate-with-confidence-2026-10-26/