It's not 'hitting the jackpot'. Before Supercell most of their main guys who run hit had several award winning mobile worldwide hits as both Digital Chocolate and Sumea since 2001 or so. So some of them even before the App Store existed. Other guys came from other successful Finnish gaming companies.
They are really skilled, talented and experienced. Guys who run Supercell aren't some random lucky punks.