Seems like a great initiative.
KDE already has one distro in production and one in development which could be used as a base for it, KDE neon and KDE Linux.
I would think the first step is to define what would be the needs of the distro which weren’t already satisfied by an existing one. I imagine it’s to do with security and how long support is available.