Last update: sometimes, we get it working after several reboots (when it fails, all signal LEDs keep blinking every 0.5s indefinitely).
When it works, it seems the first attempt of GUI access through RMS kills it.
Again, this is after a RMA.
I don't think this gear is ok and I don't think Teltonika tech support took the issue seriously.