In this interview from Securing the AI Factory with Dell Technologies and Intel 2026, Steve Kenniston, senior cybersecurity evangelist for portfolio marketing at Dell Technologies, joins theCUBE's Dave Vellante to discuss how enterprises can design AI infrastructure with security built in from the start rather than treating it as an afterthought. Kenniston explains how AI dramatically expands the attack surface beyond what traditional applications require, encompassing model training data, inferencing pipelines, prompt injection vulnerabilities and identity management for both human users and agentic systems. He notes that agentic AI introduces particularly complex governance challenges, requiring organizations to ensure autonomous capabilities remain under appropriate control. Kenniston underscores that strong cyber hygiene remains the foundation, but the AI factory demands security be architected in from day one.
The conversation also explores the human dimension of cybersecurity — an often-overlooked factor in incident response. Kenniston details how recovering from an attack places extreme demands on security teams, raising questions about staffing, fatigue management and the value of external incident response resources. He addresses the growing complexity of AI supply chains, noting that demand pressure can push organizations to source components without adequate vetting, instantly introducing risk — and positioning Dell's end-to-end supply chain integrity as a meaningful differentiator. Kenniston also reframes zero-trust from buzzword to practical imperative, highlighting how granular identity management now governs not just who has access, but when and from where. He closes with a telling figure: roughly 85% to 90% of AI implementation projects are halted because security teams were never engaged at the design stage. From managing supply chain integrity to closing the gap between security and AI deployment teams, Kenniston provides a practical roadmap for building AI factories that are resilient by design.
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Steve Kenniston, Dell | Securing the AI Factory
This discussion examines securing the artificial intelligence factory and protecting AI workloads, data pipelines, models and supply chains. Steve Kenniston of Dell Technologies is a senior cybersecurity consultant in product marketing and brings deep cybersecurity and product marketing experience to a focused conversation on AI infrastructure security.
Kenniston outlines model and data pipeline protection, identity management for agentic AI, supply chain integrity and integrated stack security. They emphasize prioritizing zero-trust identity controls and treating AI as a workload with security built in rather than bolted on. The session explores secure supply chains, hardware roots of trust, model governance and telemetry and operational readiness for enterprise AI deployments.
Dave Vellante of theCUBE Research hosts the interview and frames technical risks and operational challenges for enterprise AI. They highlight supply-chain complexity and the human factors in incident recovery such as staffing fatigue and coordinated response readiness. The discussion addresses identity management, zero-trust strategies, model security, data protection, telemetry and governance to inform security leaders and architects.
This conversation explores securing the artificial intelligence factory by protecting models, data pipelines and supply chains in modern enterprise AI. The session is recorded for Securing the AI Factory and incorporates insights from the RSA Conference and theCUBE Research.
Steve Kenniston of Dell Technologies is a senior cybersecurity consultant in product marketing. Kenniston draws on experience securing infrastructure and product marketing for AI workloads and examines how AI reshapes the attack surface, including model training and inferencing ris...Read more