The word says it all, veneer-
1. A thin surface layer, as of finely grained wood, glued to a base of inferior material.
2. Any of the thin layers glued together to make plywood.
3. A decorative facing, as of brick.
It's just dead load, you can attach to it, but support must be elsewhere.