An Apple spokesperson, in a statement to TechCrunch:

We have discovered a bug in development of watchOS 2 that is taking a bit longer to fix than we expected. We will not release watchOS 2 today but will shortly.

No word on what the bug actually is, but I appreciate that Apple is willing to break their announced release date in order to fix bugs.