If I were to take over a company like that, I would learn everything there is to know from the heads of each department. If they ask me, I tell them "For possible opportunities in the future". After that, once the NDA (if it is short) expires, then I let the people know that I took over because of corruption that was found by an employee, and I was seen as a natural born leader (for in some cases, I am in real life).