No, sd card is not required.
Correct, this is what will happen. Are you able to capture the serial debug output when trying to connect to wifi? Fujinet will show an error there if it cannot connect.
https://github.com/FujiNetWIFI/fujinet-platformio/wiki/FujiNet-Flasher#capturing-serial-debug-output