Custom Info Fields On Blog / Site (not pages/posts)

I'm trying to find a way of adding custom fields to the sites in our network. This is not for individual posts or pages, but for the blog/site itself (on a 'per site' basis).

The custom fields would then be available to call using php within the theme.

Anyone ever come across anything like this?