The future of enterprise AI is not something you use. It’s something your company becomes.
In an article a couple of weeks ago, I argued that the failure of enterprise AI was not really about enthusiasm, adoption, or even model capability. It was architectural: large language models were never built to run a company. Companies run on memory, context, feedback, and constraints, while LLMs remain, at their core, systems for predicting text.
The future of enterprise AI is not something you use. It’s something your company becomes.
In an article a couple of weeks ago, I argued that the failure of enterprise AI was not really about enthusiasm, adoption, or even model capability. It was architectural: large language models were never built to run a company. Companies run on memory, context, feedback, and constraints, while LLMs remain, at their core, systems for predicting text. Tech




