Cardiff City Ladies are now in the 4th tier of the FA Women's pyramid. I think they were briefly in the top tier a few years back.
The WOL story I linked above says that they were bumped from the 3rd to 4th tier recently when the FA reorganised the women's leagues because they were a foreign/Welsh club in the English system.