Pros
Passion. The CEO is genuinely passionate about the products the company makes, and this is reflected in the way the company is run
Cons
There can be quite a bit of "I am older, so I am correct". And information about what the exact overall goal is, can be hard to get, and is likely to change, again, without a clear reason why