I deploy AI workflows into small businesses for a living auto shops, accounting firms, home services. Boring stuff, not products. After enough of them the pattern got obvious, and I think it applies to anyone shipping AI, including the people building tools here.
There are two versions of "we use AI" and from the outside they look identical.
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