Samething got me, ATXRaspi was getting power but RPi wouldn't turn on. USB A power-out to Pi wasn't soldered to the ATXRaspi board. This is probably by design to save Felix's labor, however, I didn't notice the instructions saying it needed to be done.
Another step closer to using this cool product!