Thank you - simple fix!
To determine a 3D coordinate triplet on the surface, it looks like one must first determine the parametric coordinates (u,v) first.
So, if I want to fit a 3D point cloud, I have to first convert that dataset to u,v coords.
Doesn't seem any other way to do this in Mathematica.
-M-