Enterprise AI factory adoption set to nearly double by 2028, Penguin Solutions, Inc. projects

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17.08.2026

Enterprise AI factory adoption set to nearly double by 2028, Penguin Solutions, Inc. projects — Enterprise AI adoption to double

A recent survey by Deloitte reveals that more than 70 percent of enterprise IT leaders anticipate operating scaled AI factories by 2028.

This expectation indicates a near doubling of current AI adoption rates as organizations move from isolated pilot projects to production-level inference and advanced agentic AI solutions. The surge in scaled implementation is also driving a significant increase in token demand, underscoring the accelerating role of artificial intelligence in enterprise infrastructure. The transition from experimentation to full-scale deployment marks a crucial shift in how enterprises plan to leverage AI technology over the next several years.

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Penguin Solutions Inc. previously cautioned that AI infrastructure is facing performance bottlenecks due to server memory limits, which is accelerating interest in CXL technology as a mitigation strategy (full story). Earlier this year, traders cited the persistence of these memory constraints as a key factor in the recent surge of Penguin Solutions’ stock price (details here). These developments highlight the ongoing challenges enterprises may encounter as they expand AI capabilities at scale.

This material may contain third-party opinions, none of the data and information on this webpage constitutes investment advice according to our Disclaimer. While we adhere to strict Editorial Integrity, this post may contain references to products from our partners.

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