It is easy to think that, but it was mostly his father who controlled the wealth. Osama himself had dozens of siblings:

Bin Laden was one of more than 50 children of Muhammad bin Laden, a self-made billionaire who, after immigrating to Saudi Arabia from Yemen as a labourer, rose to direct major construction projects for the Saudi royal family.