Sunil Kumar

How fast is "fast enough" for an AI MVP?

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There's a lot of debate around MVP timelines. Some say 3 months is lean. Others are shipping functional AI prototypes in 3–4 weeks.

The difference usually isn't budget; it's how the team is structured and whether the scope is truly locked.

Founders: how long did your first AI MVP take, and what would you cut if you did it again?

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