Microsoft Authenticator App Fails to scan QR Code (2FA / MFA)

If you are experiencing failed attempts using the QR scan on the Authenticator app on your mobile phone.  A very common and quick solution is to simply reboot your phone.  After rebooting your phone and it still does not want to successfu