Sketching to the next level?

A lot of it might be how you’re treating edges, corners, groupings and material faces - take a look at real objects mimic’ing the feel you’re going for and duplicate some of what you see on a few sketches, you’ll find that a light hand in those areas will help sell the idea and take out some of that cartoon’y look you wondered about.