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News Security May 8, 2026, 1:03 AM
Emerging

AI factories are forcing enterprises to reimagine security from the ground up

The rise of the AI factory is reshaping how organizations build and scale intelligence — and it’s putting AI infrastructure security squarely at the center of the conversation. The current overhaul is fundamental, with AI factories being built as end-to-end solutions requiring a rede At the same time, the data storage layer is being reimagined through AI data platforms that enable Retrieval-Augmented Generation and other emerging AI-related data elements, according to Mukund Khatri (pictured), fellow and vice president of systems architecture at Dell Technologies Inc. This piece sits on 1 source layers, but the real value is showing why the story should not be skimmed past too quickly.

The rise of the AI factory is reshaping how organizations build and scale intelligence — and it’s putting AI infrastructure security squarely at the center of the conversation. The current overhaul is fundamental, with AI factories being built as end-to-end solutions requiring a rede At the same time, the data storage layer is being reimagined through AI data platforms that enable Retrieval-Augmented Generation and other emerging AI-related data elements, according to Mukund Khatri (pictured), fellow and vice president of systems architecture at Dell Technologies Inc. The signal is strong enough to deserve attention, but it still needs to be read as something developing rather than fully settled.

Thảo Nguyên Security and Editorial Policy Editor
Emerging The topic has initial corroboration, but the newsroom is still waiting on stronger confirmation.
Reference image for: AI factories are forcing enterprises to reimagine security from the ground up
Reference image from SiliconANGLE. SiliconANGLE

The rise of the AI factory is reshaping how organizations build and scale intelligence — and it’s putting AI infrastructure security squarely at the center of the conversation. The current overhaul is fundamental, with AI factories being built as end-to-end solutions requiring a rede At the same time, the data storage layer is being reimagined through AI data platforms that enable Retrieval-Augmented Generation and other emerging AI-related data elements, according to Mukund Khatri (pictured), fellow and vice president of systems architecture at Dell Technologies Inc. Central to that overhaul — and likely a defining topic at this year’s Dell Technologies World — is the growing threat surface that AI itself introduces. SiliconANGLE is the main source layer for now, and the rest should be read as a signal that is still widening. In security, the real value is not just the warning itself but the way it changes operational risk, account safety, and the cost of responding later.

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What is happening now

The rise of the AI factory is reshaping how organizations build and scale intelligence — and it’s putting AI infrastructure security squarely at the center of the conversation. SiliconANGLE form the main source layer behind the core facts in this piece. This is still a developing thread, so the useful part is knowing which source signals are hardening and which ones still need caution. In security, the real value is whether the team becomes measurably safer, not whether another settings screen has been added.

Where the sources line up

SiliconANGLE is the main source layer for now, and the rest should be read as a signal that is still widening. The current overhaul is fundamental, with AI factories being built as end-to-end solutions requiring a rede At the same time, the data storage layer is being reimagined through AI data platforms that enable Retrieval-Augmented Generation and other emerging AI-related data elements, according to Mukund Khatri (pictured), fellow and vice president of systems architecture at Dell Technologies Inc. SiliconANGLE form the main source layer behind the core facts in this piece.

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Patrick Tech Store Open the AI plans, tools, and software currently getting the push Jump straight into the store to see what Patrick Tech is pushing right now.

The details worth keeping

Central to that overhaul — and likely a defining topic at this year’s Dell Technologies World — is the growing threat surface that AI itself introduces. In security, the real value is not just the warning itself but the way it changes operational risk, account safety, and the cost of responding later.

Why this matters most

The signal is strong enough to deserve attention, but it still needs to be read as something developing rather than fully settled. With 1 source layers on the table, the part worth reading most closely is where firm facts meet the market's early reaction. Khatri spoke with theCUBE’s Dave Vellante at the “Securing the AI Factory with Dell Technologies and Intel” event , during an exclusive broadcast on theCUBE, SiliconANGLE Media’s livestreaming studio.

What to watch next

The next layer to watch is scope, patch speed, and the operating cost if teams are forced to change process because of this story. Patrick Tech Media will keep checking rollout speed, user reaction, and how SiliconANGLE update the next pieces. From 1 early signals, the piece keeps 1 references that are useful for locking the main details in place.

Context Worth Keeping

The rise of the AI factory is reshaping how organizations build and scale intelligence — and it’s putting AI infrastructure security squarely at the center of the conversation. The current overhaul is fundamental, with AI factories being built as end-to-end solutions requiring a rede At the same time, the data storage layer is being reimagined through AI data platforms that enable Retrieval-Augmented Generation and other emerging AI-related data elements, according to Mukund Khatri (pictured), fellow and vice president of systems architecture at Dell Technologies Inc. Central to that overhaul — and likely a defining topic at this year’s Dell Technologies World — is the growing threat surface that AI itself introduces. SiliconANGLE is the main source layer for now, and the rest should be read as a signal that is still widening. In security, the real value is not just the warning itself but the way it changes operational risk, account safety, and the cost of responding later. In security coverage, the meaningful part is not just the flaw or the patch itself, but the operational risk and protection it changes. This is still a developing thread, so the useful part is knowing which source signals are hardening and which ones still need caution.

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