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Will agentic AI governance run amok? 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AI Factory security: Scaling trusted enterprise AI - SiliconANGLE
Mark Alberts · 2026-04-30 · via SiliconANGLE

What to expect during the Dell and Intel ‘Securing the AI Factory’ event: Join theCUBE May 7

“The gap right now is between how fast AI systems are scaling and how well they’re being governed,” said Krista Case, theCUBE Research’s principal analyst and practice lead for cyber resilience and security. “Many organizations are still not consistently protecting or backing up large portions of their AI-generated data, even as the cost of data loss and operational impact continues to rise. The priority should be building continuous governance into the system itself, starting with data lineage, observability and real-time policy enforcement. The signal to watch is whether vendors can move beyond fragmented tools and deliver a true control plane that operates at the same speed as the AI systems it’s meant to secure.”

During the “Securing the AI Factory with Dell Technologies and Intel” event, on May 5, company executives and industry experts will explore how security and cyber resiliency set the foundation for trusted, scalable AI. Tune in for exclusive insights and analysis as theCUBE examines the challenges associated with full-scale deployment of the AI Factory and how a collaboration between Dell and Intel builds intrinsic security into enterprise platforms. (* Disclosure below.)

AI Factory expands

Over the past 18 months, Dell has expanded its AI Factory through the introduction of Generative AI Solutions with Intel. A combination of Intel Gaudi3 AI accelerators with Dell’s high-performance servers has provided customers with scalability and flexibility in the implementation of generative AI workflows. Dell further integrated Gaudi3 hardware in its AI solution last year to create a fully validated end-to-end process for scaling AI technologies in the enterprise.

Intel’s technology powers Dell’s PowerEdge servers, employing hardware-level technologies for confidential computing and root-of-trust boot verification. Protection such as this is becoming increasingly more significant as the attack surface expands and threat actors leverage AI tools to move at machine speed.

As theCUBE Research has documented, the AI Factory has completely transformed the notion of a data center. It has emerged as a production environment for intelligence, creating a different risk profile.

“The data layer has become the primary target in AI environments,” Case said. “Our research shows that organizations are already reporting exposure to threats like data inference, exfiltration and poisoning. That fundamentally shifts the security model. If enterprises can’t track how data is flowing, how it’s being transformed and how it’s influencing model behavior, they’re operating without real accountability. This is why the control plane is becoming a strategic priority. It’s about governing how intelligence is created and used across the business.”

TheCUBE event livestream

Don’t miss theCUBE’s coverage of the “Securing the AI Factory” event, on May 7. Plus, you can watch theCUBE’s exclusive content on-demand after the event.

How to watch theCUBE interviews

We offer you various ways to watch the “Securing the AI Factory” event, including theCUBE’s dedicated website and YouTube channel. You can also get all the coverage from this year’s events on SiliconANGLE.

TheCUBE Insights podcast

SiliconANGLE’s “theCUBE Pod” is available on Apple PodcastsSpotify and YouTube, which you can enjoy while on the go. During each podcast, SiliconANGLE’s John Furrier and Dave Vellante unpack the biggest trends in enterprise tech — from AI and cloud to regulation and workplace culture — with exclusive context and analysis.

SiliconANGLE also produces our weekly “Breaking Analysis” program, where Dave Vellante examines the top stories in enterprise tech, combining insights from theCUBE with spending data from Enterprise Technology Research, available on Apple PodcastsSpotify and YouTube.

Guests

During the “Securing the AI Factory” event, don’t miss insights from company executives and industry experts who will explore how security and cyber resiliency set the foundation for trusted, scalable AI. Tune in for exclusive insights and analysis as theCUBE examines the challenges associated with full-scale deployment of the AI Factory and how a collaboration between Dell and Intel builds intrinsic security into enterprise platforms.

(* Disclosure: TheCUBE is a paid media partner for the “Securing the AI Factory With Dell Technologies and Intel” event. Neither Dell, the sponsor of theCUBE’s event coverage, nor other sponsors have editorial control over content on theCUBE or SiliconANGLE.)

Image: SiliconANGLE

A message from John Furrier, co-founder of SiliconANGLE:

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About SiliconANGLE Media

SiliconANGLE Media is a recognized leader in digital media innovation, uniting breakthrough technology, strategic insights and real-time audience engagement. As the parent company of SiliconANGLE, theCUBE Network, theCUBE Research, CUBE365, theCUBE AI and theCUBE SuperStudios — with flagship locations in Silicon Valley and the New York Stock Exchange — SiliconANGLE Media operates at the intersection of media, technology and AI.

Founded by tech visionaries John Furrier and Dave Vellante, SiliconANGLE Media has built a dynamic ecosystem of industry-leading digital media brands that reach 15+ million elite tech professionals. Our new proprietary theCUBE AI Video Cloud is breaking ground in audience interaction, leveraging theCUBEai.com neural network to help technology companies make data-driven decisions and stay at the forefront of industry conversations.