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In this interview from Oracle's AI Cyberattacks Are Escalating: How to Secure Your Data Now 2026, Ashish Ray, senior vice president of Oracle Database product management at Oracle, joins theCUBE's Dave Vellante to discuss what it takes to build resilient data architectures in the age of agentic AI. Ray explains why trusted resilience requires recovering to a known, valid transactional state that preserves business context, not just data. He details how Oracle's Maximum Availability Architecture combines Exadata's performance with built-in database security and Zero Data Loss Recovery Appliance to reduce downtime to seconds without application changes, even amid ransomware and AI-driven attacks. The conversation also explores the difference between traditional recovery point objectives and Oracle's approach to eliminating data loss through granular block-level replication paired with incremental-forever backups. Ray describes the risk of "Schrödinger's data" — backups that appear intact but fail validation upon recovery — and how Oracle continuously validates transactional integrity during the backup process itself. He outlines how immutable backups, encryption and network segregation protect backup systems from being targeted directly, and how this same architecture extends consistently across on-premises, hybrid and multi-cloud environments. Ray closes with practical guidance for IT leaders: map application tiers to Oracle's Bronze-through-Diamond availability levels based on business risk and budget, then rigorously test recovery before an attack forces the issue. 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 - Intro 00:05 - Building Resilient Defenses Against AI-Driven Cyberattacks 02:25 - Advanced Resilience and Recovery Strategies in Modern Data Architecture 05:50 - Significance of Trusted Recovery 09:00 - Optimizing Data Resilience with Multi-Cloud Solutions 11:15 - Building IT Resilience: Strategies and Insights #theCUBE #OracleAICybersecurity #theCUBEresearch #Oracle #DataResilience #Ransomware

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