From Prototype to Product: How Fast-Growing AI Companies Scale...

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2026-07-21 11:40:28 -

From Prototype to Product: How Fast-Growing AI Companies Scale Their Engineering Teams

Every AI company has a version of the same origin story: two or three engineers, a laptop, an API key, and a demo that worked well enough to raise money or land a first customer. That part is almost always fast. What's slow, and far less discussed, is what happens in the eighteen months after - the stretch where a team has to turn a demo that impressed a room into a system that can be trusted...

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