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In this interview from Oracle AI World 2026 in Las Vegas, Hasan Rizvi, executive vice president of database engineering at Oracle, joins theCUBE's Dave Vellante to discuss why data is the difference between a generic AI assistant and one that truly knows your business. Rizvi explains how Oracle AI Database brings AI to where enterprise data already lives so it can both understand that data and act on it. Capabilities such as GraphRAG, document intelligence and deeper natural-language-to-SQL give models real business context instead of cryptic column names. On the agentic front, he details Private Agent Factory, a no-code platform for building agents close to the data without new governance headaches. Agent memory and APEXlang round out the picture by turning AI-generated code into trusted, inspectable applications. The conversation also touches on how Oracle is tackling data chaos as AI makes it easier than ever to spin up new applications and data stores. Rizvi makes the case that a converged database can be both all-in-one and best of breed, since new data types inherit four decades of engineering investment in availability, security and performance. He outlines Oracle's approach to preserving customer choice, from multicloud deployment and open standards like MCP to native Apache Iceberg support in the new Oracle AI Lakehouse. Security takes center stage as Rizvi warns that AI is making it far easier for attackers to reverse-engineer fixes. He unpacks Deep Data Security, which enforces policies inside the database and carries user identity with every request. Air-gapped Zero Data Loss Recovery adds protection against ransomware. Oracle is also offering its patching and security tools free for a limited time. From simplifying fragmented data estates to staying current on patches, Rizvi provides a practical roadmap for enterprises looking to deploy trusted AI on their most important data. Find more SiliconANGLE news and analysis https://siliconangle.com/ Follow theCUBE's wall-to-wall event coverage https://siliconangle.com/events/ Learn about the latest theCUBE events https://www.thecube.net/ 00:00 - Turning Enterprise Data Into AI Insights 02:24 - Building Agents Close to Enterprise Data 06:56 - Database Simplicity, Choice, and Data Sovereignty 09:31 - Securing Data Against AI Threats 12:32 - Upgrades and Patching for AI Security 15:23 - Unified Data Platforms for Performance and Trusted AI #theCUBE #OracleAIWorld #theCUBEresearch #Oracle #AI #Database #DataSecurity

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