Ke-an has two uses. The first one, you are correct, is an abstract noun, examples being kecepatan, keindahan, kebersihan, kesehatan, kegagalan etc.
However, Ke-an is also an accidental, involuntary and non deliberate action, thus a verb. Examples of this include kehujanan, kehilangan...