Insights

Long-form writing on enterprise AI transformation, agent governance, operating model design, data strategy, and the measurement architecture that makes any of it work. Authored by Enrique Guitart.

April 9, 2026By Enrique Guitart

Why I Am Telling Enterprise Clients to Reconsider On Premise for AI

Five years ago, nobody serious would have told a Fortune 500 board to run anything on premise. The cloud conversation was over. I have changed my mind on that, at least for the AI layer, and here are the five reasons I think the on-premise conversation is back on the table for any enterprise running agents in production.

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April 9, 2026By Enrique Guitart

Treat Every Model Upgrade as a Controlled Change Window

OpenAI shipped GPT-5.3 Instant last week and a lot of enterprises that had agents running on the previous default woke up to find that something in their production workflows had quietly changed. That is not a complaint about OpenAI. That is a symptom of how enterprises are handling model upgrades, which is to say, they are not handling them at all. Here is the discipline I think every serious enterprise AI program has to adopt.

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April 9, 2026By Enrique Guitart

Agent Memory Is a System of Record. Start Treating It Like One.

Oracle's AI Agent Memory announcement last week is the most important enterprise AI product launch most people missed. The real story is not the feature. The real story is that agent memory has quietly become a system of record, and most enterprises are running it without a single one of the controls they would demand of any other system of record in the house.

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