AnywhereUSB 2 Plus - LEDs Stuck on Red or Blue

The LEDs on the AnywhereUSB 2 Plus have been observed to go into a red and blue state when using an incorrect power supply unable to provide the required 5 VDC at 6 A.

The power supply recomended by Digi is P/N 76000965.