Observing Codex Adoption in the Enterprise

arrakis_ai · x · 2026-07-15

The author notes that over the past few weeks, they have been visiting manufacturing companies to introduce Codex, noticing that many teams quickly produce results once they actually see the workflow in action.

Their conclusion: most people don't resist using AI; they just don't know what it can do. Following live demos, teams quickly dive into hands-on use, but almost all eventually share the same complaint—they've run out of tokens.

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