It doesn’t have to be separate branches - you can generate different versions of the software from the same code branch, e.g. using compiler/build time switches for those bits of the code that differ between the different target platforms. Then you would have a build pipeline per platform; even here the build pipeline can share a lot of common code, and just be parameterized for the specific platform.