It doesn't have to be perfect, it just needs to be better than the tech part of the current interview system. I very much doubt that whiteboard interviews can accurately predict what people bring to a team; they're not even designed to assess that.

This system wouldn't replace the personality interviews, etc., but only measure technical abilities.