Comment by KingMachiavelli

Embedded just means ARM 99% of the time and it's cheaper and easier to use native ARM servers (AWS has them cheap) than to make 100% of software cross compile. Some parts of the firmware might need to be cross compiled but those projects are designed to cross compile.