AI is more art than science, but still requires experience. We all know the same happens with SW engineering in general, otherwise we all know how spectacular failures can be, regardless of how much domain knowledge do you have.

Unsurprisingly extraordinary results in AI require extraordinary commitment. It may or may not make sense from a business perspective.