Yeah, being unable to progress is how you "lose" the game. However you shouldn't be hard-forced to softlock immediately since levels generate with some space at the top.
(There's no "winning", it just goes on as long as you can make it for the highest score. My personal best is level 33, after being saved 110 times.)