When the parent writes:
> A great example of a company taking on VC money
VC can stand for "venture capitalist" in that context. So "VC money" equating to venture capitalist money, would in fact be a proper use.
Further, venture capital is a specific type of money. One could also correctly say: bond money, debt money, home equity money, (the) bank loan money, among others and they act as an elaboration of the type of money in question as all context of money is not the same. If I say: the bank loan, that's not necessarily the same as: the bank loan money. The same can be true for venture capital. If I say: the venture capital (eg: we need to discuss the venture capital situation), it can mean the broader arrangement (such as the VC terms) or situation of fund raising, rather than being about the venture capital cash specifically.