What is the extent of the customization of each dashboard type? How detailed can I get

As detailed as the user wants. We don't limit the user with things like pre-built components and so on, so they can let their creativity run wild. What we chose to focus on instead, is making sure that the things they create are sandboxed, accurately representing the data at hand, and feel native in the product.