You said thin. Your GPU will need undervolting, and Turbo will need to be turned off. Most Thin ITX boards have a 65-watt max at the CPU.
Please review tech info on thin ITX boards here: thin itx info
The 12400F has a Turbo of 117 watts.
Your idea will work with the BCM board, but you will have...