The PCB.
So much of the functionality is built into the procesor and RF module.
There isn't really that much on the PCB to go wrong - unless it's some kind of firmware bug of course.
Nah - software never has bugs

Points for anyone who can identify the processor and the A/D input port.
There is a 470uF electrolytic cap rated at only 4V.
It looks like it may be associated with a DC/DC convertor.
I have had issues with these in the past.
I desoldered the cap and checked it for DC leakage, ESR and capacitance.
It's a bit low by 10% (420uF) but otherwise ok.
The 8pin IC just above the processor is an Atmel serial EEPROM.
The label had been painted over but was easily removed with propanol.
Maybe it's an age thing but I find it annoying that so much electronic equipment can no longer be easily repaired.
Most people would give up, throw it in the nearest skip and either buy a new DECT phone or dump the VOIP based land line and use a smartphone instead.
I have to admit that VOIP is subject to scammers using spoofed numbers.