Dell Technologies will lead a flagship program titled From AI to Quantum: A New Era of Cyber Resilience on Oct. 27 as part of the AI Cybersecurity and Resilience Summit broadcasting on theCUBE. The two-day summit runs Oct. 27-28, with additional coverage reaching North America, EMEA and APJ audiences Oct. 28-29. The focus is cyber recovery as a control layer for enterprise AI, covering data integrity, governance and operational trust. For companies running AI in production, the event signals how backup vendors reframe protection.
Dell flagship program on Oct. 27
The day 1 program will feature Dell executives and industry partners discussing architecture, policy and operating models for reliable AI in real-world conditions. Among the guests is Rob Emsley, director of cyber resilience marketing at Dell Technologies, known for emphasis on incident response skills and defensive principles. Analysts from theCUBE Research, including Dave Vellante, Krista Case, Christophe Bertrand and Scott Hebner, will lead the examination. Coverage will be available live and on demand through theCUBE website and YouTube channel.
Dell frames its approach around three keywords taught to sellers and partners: secure, detect and recover, according to Emsley. Secure means reducing the attack surface, detect means detecting and responding to threats, while recovery is what customers expect when an attack succeeds. Simon Jelley, vice president of product management at Dell, stressed a secure, isolated, immutable layer as core differentiation of the portfolio. Governance is described as necessary but never fully guaranteed, which explains the weight placed on recovery.
Earlier this year at Dell Technologies World in Las Vegas, the company linked cyber recovery to AI governance, data integrity and operational trust. It then announced steps to connect its AI Data Platform, PowerProtect portfolio, CyberSense capabilities and automation stack into a more unified architecture. The stated emphasis was data access, AI-ready data pipelines and policy-aware AI operations for enterprise-scale environments. According to analyst Krista Case, the announcements move beyond backup into metadata visibility, recovery validation and contextual understanding of data.
What this means for enterprise AI users
For businesses deploying AI, the practical shift is that protection now covers pipelines, runtime controls and recovery processes, not only stored copies. Survey data cited by theCUBE Research shows security exposure ranks alongside cost as a first operational challenge in AI implementation. Bertrand noted that risk appears not only in data but in AI infrastructure itself, which must remain secure, recoverable and compliant. Small teams feel this as a need for validated recovery, while large organizations face added demands on policy and architecture.
Agentic AI changes both sides of the equation, accelerating attacks and enabling new defense methods. Dell said agents make threats evolve faster, requiring faster adoption of defensive strategies and isolated recovery. At the same time, the company uses Claude Mythos Preview and other frontier models to find and fix product vulnerabilities. Randomized, on-demand test environments help uncover hidden architectural weaknesses that fixed test sets miss. The dual role means buyers should assess vendors on both attack resistance and use of AI in testing.
The marker to watch is what Dell shows on Oct. 27 about validation and governance for AI environments. Case advised attention to how vendors establish governance and validation, rather than general claims about resilience. Concrete demonstrations of recovery validation, metadata visibility and partner operating models would confirm the shift from backup to resilience architecture. Absence of such detail would leave the expansion largely declarative for enterprise buyers.
