It really depends on what the startup is doing. PhDs in Machine learning (probably) aren't gonna know a thing about sales. General intelligence is useful, sure, but being a successful entrepreneur isn't about being smart, it's about finding an opportunity and putting in the hard work to take advantage of it.

That's a very vague description: You're describing a technology, and not what the technology does or who it serves.