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Accenture Research Moves AI Agent Trust Boundary Into Oracle Database

Accenture research shows Oracle Deep Data Security moves AI trust boundaries into the database, enforcing access.

AI News Feed · 2026-09-24 10:16

Roger Cornejo, technology innovation principal director of gen AI/AI at Accenture Enkitec Group, led the research and discussed it with Dave Vellante at Oracle's “AI Cyberattacks Are Escalating: How to Secure Your Data Now” event. The interview was broadcast on theCUBE, SiliconANGLE Media's livestreaming studio, and covered how Oracle's solution implements end-user-specific privacy rules inside the database.

Cornejo's team built an application designed to leverage Oracle's security solution. In Accenture's Oracle practice, the firm operates a Model Context Protocol server that provides AI agents with access to a knowledge repository of more than 925,000 documents across 27 Oracle product namespaces. Different agents have different authorization levels, and Deep Data Security is used to define boundaries in SQL. The database enforces those boundaries for every agent on every query.

“We speak to a client, and we walk them through our security model, including the layered security,” Cornejo said. “I can tell you, every person that we have shown this application to, [with] this level of security, has not seen anything like it. They can trust the application is not going to expose their data to people who aren’t authorized to see it.”

Cornejo said the application needed to be multi-tenant, scale and be robust in terms of security. “We implemented this all with database security,” he told theCUBE. “We have dozens, probably 40 or more agents that are hitting this application. We needed to make sure it would scale as well. Right now, we have tested it to scale to 300 simultaneous queries returning the results, most of the results, in 15 seconds or less.”

TheCUBE is a paid media partner for Oracle's event. Oracle, the sponsor of theCUBE's event coverage, and other sponsors do not have editorial control over content on theCUBE or SiliconANGLE.