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Writing

What we have learned putting enterprise AI into production, written up as we go. Arguments rather than announcements — where these programmes break, and what the failures have in common.

Essay · · 6 min

Enterprise AI doesn't fail at the model

Most programmes don't collapse — they launch, and then they go quiet. The point of failure is predictable, it is decided months before a model is chosen, and adoption turns out to be a redesign problem wearing a training badge.

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Written by James Guo, founder of Megaptera Labs. For the work itself, see how we work.