Enterprises are realizing that renting the same general-purpose artificial intelligence model as every competitor is a losing strategy. Prompting the same closed system erases any edge, and every query hands proprietary business data to an outside AI lab. Running that model can also cost five to 10 times more than a specialized alternative, according to Oumi, a Seattle startup founded by engineers who previously worked at Google, Microsoft and Apple.

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